1
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Li J, Roshelli Baker J, Aglago EK, Zhao Z, Jiao L, Freisling H, Hughes DJ, Eriksen AK, Tjønneland A, Severi G, Katzke V, Kaaks R, Schulze MB, Masala G, Pala V, Pasanisi F, Tumino R, Padroni L, Vermeulen RCH, Gram IT, Braaten T, Jakszyn PG, Sánchez MJ, Gómez-Gómez JH, Moreno-Iribas C, Amiano P, Papier K, Weiderpass E, Huybrechts I, Heath AK, Schalkwijk C, Jenab M, Fedirko V. Pre-diagnostic plasma advanced glycation end-products and soluble receptor for advanced glycation end-products and mortality in colorectal cancer patients. Int J Cancer 2024; 155:1982-1995. [PMID: 39057841 DOI: 10.1002/ijc.35114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 04/22/2024] [Accepted: 05/10/2024] [Indexed: 07/28/2024]
Abstract
Advanced glycation end-products (AGEs), formed endogenously or obtained exogenously from diet, may contribute to chronic inflammation, intracellular signaling alterations, and pathogenesis of several chronic diseases including colorectal cancer (CRC). However, the role of AGEs in CRC survival is less known. The associations of pre-diagnostic circulating AGEs and their soluble receptor (sRAGE) with CRC-specific and overall mortality were estimated using multivariable-adjusted Cox proportional hazards regression among 1369 CRC cases in the European Prospective Investigation into Cancer and Nutrition (EPIC) study. Concentrations of major plasma AGEs, Nε-[carboxy-methyl]lysine (CML), Nε-[carboxy-ethyl]lysine (CEL) and Nδ-[5-hydro-5-methyl-4-imidazolon-2-yl]-ornithine (MG-H1), were measured using ultra-performance liquid chromatography mass-spectrometry. sRAGE was assessed by enzyme-linked immunosorbent assay. Over a mean follow-up period of 96 months, 693 deaths occurred of which 541 were due to CRC. Individual and combined AGEs were not statistically significantly associated with CRC-specific or overall mortality. However, there was a possible interaction by sex for CEL (Pinteraction = .05). Participants with higher sRAGE had a higher risk of dying from CRC (HRQ5vs.Q1 = 1.67, 95% CI: 1.21-2.30, Ptrend = .02) or any cause (HRQ5vs.Q1 = 1.38, 95% CI: 1.05-1.83, Ptrend = .09). These associations tended to be stronger among cases with diabetes (Pinteraction = .03) and pre-diabetes (Pinteraction <.01) before CRC diagnosis. Pre-diagnostic AGEs were not associated with CRC-specific and overall mortality in individuals with CRC. However, a positive association was observed for sRAGE. Our findings may stimulate further research on the role of AGEs and sRAGE in survival among cancer patients with special emphasis on potential effect modifications by sex and diabetes.
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Affiliation(s)
- Jinze Li
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jacqueline Roshelli Baker
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Elom K Aglago
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Zhiwei Zhao
- Department of Biostatistics, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Li Jiao
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Heinz Freisling
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - David J Hughes
- Cancer Biology and Therapeutics Group, School of Biomolecular and Biomedical Science, UCD Conway Institute, University College Dublin, Dublin, Ireland
| | - Anne Kirstine Eriksen
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Anne Tjønneland
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Gianluca Severi
- Paris-Saclay University, UVSQ, Inserm, Gustave Roussy, CESP, Villejuif, France
- Department of Statistics, Computer Science, Applications "G. Parenti", University of Florence, Florence, Italy
| | - Verena Katzke
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute for Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Giovanna Masala
- Clinical Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network, Florence, Italy
| | - Valeria Pala
- Epidemiology and Prevention Unit Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milano, Italy
| | - Fabrizio Pasanisi
- Dipartimento Di Medicina Clinica E Chirurgia, Federico II University, Naples, Italy
| | - Rosario Tumino
- Hyblean Association for Epidemiological Research, AIRE ONLUS, Ragusa, Italy
| | - Lisa Padroni
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital, and Center for Cancer Prevention (CPO), Turin, Italy
| | - Roel C H Vermeulen
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
| | - Inger T Gram
- Faculty of Health Sciences, Department of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway
| | - Tonje Braaten
- Faculty of Health Sciences, Department of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway
| | - Paula Gabriela Jakszyn
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO-IDIBELL), Barcelona, Spain
| | - Maria-José Sánchez
- Escuela Andaluza de Salud Pública (EASP), Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain
- CIBER in Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - Jesús-Humberto Gómez-Gómez
- CIBER in Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia, Spain
| | - Conchi Moreno-Iribas
- CIBER in Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Instituto de Salud Pública y Laboral de Navarra, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Pilar Amiano
- CIBER in Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, San Sebastian, Spain
- BioGipuzkoa (BioDonostia) Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, San Sebastián, Spain
| | - Keren Papier
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Elisabete Weiderpass
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Inge Huybrechts
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Alicia K Heath
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Casper Schalkwijk
- Laboratory of Metabolism and Vascular Medicine, Department of Internal Medicine, Maastricht University Medical Center, The Netherlands
| | - Mazda Jenab
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Veronika Fedirko
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
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2
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Castro-Espin C, Cairat M, Navionis AS, Dahm CC, Antoniussen CS, Tjønneland A, Mellemkjær L, Mancini FR, Hajji-Louati M, Severi G, Le Cornet C, Kaaks R, Schulze MB, Masala G, Agnoli C, Sacerdote C, Crous-Bou M, Sánchez MJ, Amiano P, Chirlaque MD, Guevara M, Smith-Byrne K, Heath AK, Christakoudi S, Gunter MJ, Rinaldi S, Agudo A, Dossus L. Prognostic role of pre-diagnostic circulating inflammatory biomarkers in breast cancer survival: evidence from the EPIC cohort study. Br J Cancer 2024; 131:1496-1505. [PMID: 39342063 PMCID: PMC11519559 DOI: 10.1038/s41416-024-02858-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 09/09/2024] [Accepted: 09/13/2024] [Indexed: 10/01/2024] Open
Abstract
BACKGROUND Inflammation influences tumour progression and cancer prognosis, but its role preceding breast cancer (BC) and its prognostic implications remain inconclusive. METHODS We studied pre-diagnostic plasma inflammatory biomarkers in 1538 women with BC from the EPIC study. Cox proportional hazards models assessed their relationship with all-cause and BC-specific mortality, adjusting for tumour characteristics and lifestyle factors. RESULTS Over a 7-year follow-up after diagnosis, 229 women died, 163 from BC. Elevated IL-6 levels were associated with increased all-cause mortality risk (HR1-SD 1.25, 95% CI 1.07-1.47). Among postmenopausal, IL-6 was associated with higher all-cause (HR1-SD 1.41, 95% CI 1.18-1.69) and BC-specific mortality (HR1-SD 1.31, 95% CI 1.03-1.66), (PHeterogeneity (pre/postmenopausal) < 0.05 for both), while IL-10 and TNFα were associated with all-cause mortality only (HR1-SD 1.19, 95% CI 1.02-1.40 and HR1-SD 1.28, 95% CI 1.06-1.56). Among ER+PR+, IL-10 was associated with all-cause and BC-specific mortality (HR1-SD 1.35, 95% CI 1.10-1.65 and HR1-SD 1.42 95% CI 1.08-1.86), while TNF-α was associated with all-cause mortality in HER2- (HR1-SD 1.31, 95% CI 1.07-1.61). An inflammatory score predicted higher all-cause mortality, especially in postmenopausal women (HR1-SD 1.30, 95% CI 1.07-1.58). CONCLUSIONS Higher pre-diagnosis IL-6 levels suggest poorer long-term survival among BC survivors. In postmenopausal survivors, elevated IL-6, IL-10, and TNFα and inflammatory scores seem to predict all-cause mortality.
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Affiliation(s)
- Carlota Castro-Espin
- Unit of Nutrition and Cancer, Catalan Institute of Oncology-ICO, L'Hospitalet de Llobregat, Barcelona, Spain.
- Nutrition and Cancer Group, Epidemiology, Public Health, Cancer Prevention and Palliative Care Program, Bellvitge Biomedical Research Institute-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain.
| | - Manon Cairat
- Université Paris-Saclay, UVSQ, Inserm, Gustave Roussy, CESP, 94805, Villejuif, France
| | - Anne-Sophie Navionis
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Christina C Dahm
- Department of Public Health, Aarhus University, Bartholins Alle 2, DK-8000, Aarhus C, Denmark
| | - Christian S Antoniussen
- Department of Public Health, Aarhus University, Bartholins Alle 2, DK-8000, Aarhus C, Denmark
| | - Anne Tjønneland
- Danish Cancer Institute, Copenhagen, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | | | | | - Mariem Hajji-Louati
- Université Paris-Saclay, UVSQ, Inserm, Gustave Roussy, CESP, 94805, Villejuif, France
| | - Gianluca Severi
- Université Paris-Saclay, UVSQ, Inserm, Gustave Roussy, CESP, 94805, Villejuif, France
| | - Charlotte Le Cornet
- Department of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Rudolf Kaaks
- Department of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition, Nuthetal, Germany
- Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Giovanna Masala
- Clinical Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Villa delle Rose Via Cosimo il Vecchio, 2- 50139, Florence, Italy
| | - Claudia Agnoli
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian, 1 - 20133, Milan, Italy
| | - Carlotta Sacerdote
- Department of Health Sciences, University of Eastern Piedmont, Via Solaroli 17, 28100, Novara, Italy
- Unit of Epidemiology, Local Health Unit of Novara, viale Roma, 7, 128100, Novara, Italy
| | - Marta Crous-Bou
- Unit of Nutrition and Cancer, Catalan Institute of Oncology-ICO, L'Hospitalet de Llobregat, Barcelona, Spain
- Nutrition and Cancer Group, Epidemiology, Public Health, Cancer Prevention and Palliative Care Program, Bellvitge Biomedical Research Institute-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, 02115, USA
| | - Maria-Jose Sánchez
- Escuela Andaluza de Salud Pública (EASP), 18011, Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, 18012, Granada, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
| | - Pilar Amiano
- Instituto de Investigación Biosanitaria ibs.GRANADA, 18012, Granada, Spain
- Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, San Sebastian, Spain
- BioGipuzkoa (BioDonostia) Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, San Sebastián, Spain
| | - María-Dolores Chirlaque
- Instituto de Investigación Biosanitaria ibs.GRANADA, 18012, Granada, Spain
- Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia University, Murcia, Spain
| | - Marcela Guevara
- Instituto de Investigación Biosanitaria ibs.GRANADA, 18012, Granada, Spain
- Instituto de Salud Pública y Laboral de Navarra, 31003, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), 31008, Pamplona, Spain
| | | | - Alicia K Heath
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
| | - Sofia Christakoudi
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
| | - Marc J Gunter
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
| | - Sabina Rinaldi
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Antonio Agudo
- Unit of Nutrition and Cancer, Catalan Institute of Oncology-ICO, L'Hospitalet de Llobregat, Barcelona, Spain
- Nutrition and Cancer Group, Epidemiology, Public Health, Cancer Prevention and Palliative Care Program, Bellvitge Biomedical Research Institute-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Laure Dossus
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
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3
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Cairat M, Yammine S, Fiolet T, Fournier A, Boutron-Ruault MC, Laouali N, Mancini FR, Severi G, Berstein FM, Rauber F, Levy RB, Skeie G, Borch KB, Tjønneland A, Mellemkjær L, Borné Y, Rosendahl AH, Masala G, Giraudo MT, de Magistris MS, Katzke V, Bajracharya R, Santiuste C, Amiano P, Bodén S, Castro-Espin C, Sánchez MJ, Touvier M, Deschasaux-Tanguy M, Srour B, Schulze MB, Guevara M, Kliemann N, Lopez JB, Al Nahas A, Chang K, Vamos EP, Millett C, Riboli E, Heath AK, Biessy C, Viallon V, Casagrande C, Nicolas G, Gunter MJ, Huybrechts I. Degree of food processing and breast cancer risk: a prospective study in 9 European countries. FOOD PRODUCTION, PROCESSING AND NUTRITION 2024; 6:89. [PMID: 39399144 PMCID: PMC11468235 DOI: 10.1186/s43014-024-00264-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 04/25/2024] [Indexed: 10/15/2024]
Abstract
Recent epidemiological studies have suggested a positive association between ultra-processed food consumption and breast cancer risk, although some studies also reported no association. Furthermore, the evidence regarding the associations between intake of food with lower degrees of processing and breast cancer risk is limited. Thus, we investigated the associations between dietary intake by degree of food processing and breast cancer risk, overall and by breast cancer subtypes in the European Prospective Investigation into Cancer and Nutrition (EPIC) study. Dietary intake of EPIC participants was assessed via questionnaires at baseline. More than 11,000 food ingredients were classified into four groups of food processing levels using the NOVA classification system: unprocessed/minimally processed (NOVA 1), culinary ingredients (NOVA 2), processed (NOVA 3) and ultra-processed (NOVA 4). Cox proportional hazards models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) of breast cancer per standard deviation increase in daily consumption (grams) of foods from each NOVA group. The current analysis included 14,933 breast cancer cases, diagnosed among the 318,686 EPIC female participants, (median follow-up of 14.9 years). No associations were found between breast cancer risk and the level of dietary intake from NOVA 1 [HR per 1 SD=0.99 (95% CI 0.97 - 1.01)], NOVA 2 [HR per 1 SD =1.01 (95% CI 0.98 - 1.03)] and NOVA 4 [HR per 1 SD =1.01 (95% CI 0.99 - 1.03)] foods. However, a positive association was found between NOVA 3 and breast cancer risk [HR per 1 SD =1.05 (95% CI 1.03 - 1.07)] which became non-significant after adjustment for alcohol intake [HR per 1 SD =1.01 (95% CI 0.98 - 1.05)] or when beer and wine were excluded from this group [HR per 1 SD =0.99 (95% CI 0.97 - 1.01)]. The associations did not differ by breast cancer subtype, menopausal status or body mass index. Findings from this large-scale prospective study suggest that the positive association between processed food intake and breast cancer risk was likely driven by alcoholic beverage consumption. Graphical Abstract Supplementary Information The online version contains supplementary material available at 10.1186/s43014-024-00264-2.
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Affiliation(s)
- Manon Cairat
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
- Université Paris-Saclay, UVSQ, Inserm, Gustave Roussy, CESP, 94805 Villejuif, France
- Inserm U1018, “Exposome, Heredity, Cancer, and Health” Team, Hôpital Paul Brousse, Bâtiment 15/16, 16 avenue Paul Vaillant Couturier, 94807 VILLEJUIF CEDEX, France
| | - Sahar Yammine
- Université Sorbonne Paris Nord and Université Paris Cité, INSERM, INRAE, CNAM, Center of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), F-93017 Bobigny, France
| | - Thibault Fiolet
- Université Paris-Saclay, UVSQ, Inserm, Gustave Roussy, CESP, 94805 Villejuif, France
| | - Agnès Fournier
- Université Paris-Saclay, UVSQ, Inserm, Gustave Roussy, CESP, 94805 Villejuif, France
| | | | - Nasser Laouali
- Université Paris-Saclay, UVSQ, Inserm, Gustave Roussy, CESP, 94805 Villejuif, France
| | | | - Gianluca Severi
- Université Paris-Saclay, UVSQ, Inserm, Gustave Roussy, CESP, 94805 Villejuif, France
| | - Fernanda Morales Berstein
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
| | - Fernanda Rauber
- Department of Preventive Medicine, School of Medicine, University of São Paulo, São Paulo, Brazil
| | - Renata Bertazzi Levy
- Department of Preventive Medicine, School of Medicine, University of São Paulo, São Paulo, Brazil
| | - Guri Skeie
- Department of Community Medicine, Faculty of Health Sciences, UiT – the Arctic University of Norway, Tromsø, Norway
| | - Kristin Benjaminsen Borch
- Department of Community Medicine, Faculty of Health Sciences, UiT – the Arctic University of Norway, Tromsø, Norway
| | - Anne Tjønneland
- Danish Cancer Society Research Center, Copenhagen, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | | | - Yan Borné
- Nutrition Epidemiology, Department of Clinical Sciences Malmö, Faculty of Medicine, Lund University, Lund, Sweden
| | - Ann H. Rosendahl
- Department of Clinical Sciences Lund, Oncology, Lund University and Skåne University Hospital, Lund, Sweden
| | - Giovanna Masala
- Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Maria Teresa Giraudo
- Department of Clinical and Biological Sciences and Centre for Biostatistics, Epidemiology, and Public Health (C-BEPH), Turin, Italy
| | | | - Verena Katzke
- Department of Cancer Epidemiology, German Cancer research Center (DKFZ), Heidelberg, Germany
| | - Rashmita Bajracharya
- Department of Cancer Epidemiology, German Cancer research Center (DKFZ), Heidelberg, Germany
| | - Carmen Santiuste
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
| | - Pilar Amiano
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Epidemiology of Chronic and Communicable Diseases Group, Biodonostia Health Research Institute, San Sebastián, Spain
- Sub Directorate for Public Health and Addictions of Gipuzkoa, Ministry of Health of the Basque Government, San Sebastian, Spain
| | - Stina Bodén
- Department of Clinical Sciences, Pediatrics, Umeå University, Umeå, Sweden
| | - Carlota Castro-Espin
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO), Av. Granvia de L’Hospitalet 199-203, L’Hospitalet de Llobregat, Barcelona, Spain
- Unit of Nutrition and Cancer, Epidemiology, Public Health, Cancer Prevention and Palliative Program, Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat, Av. Granvia de L’Hospitalet, 199-203 Barcelona, Spain
| | - Maria-Jose Sánchez
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Escuela Andaluza de Salud Pública (EASP), 18011 Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain
- Department of Preventive Medicine and Public Health, University of Granada, 18071 Granada, Spain
| | - Mathilde Touvier
- Université Sorbonne Paris Nord and Université Paris Cité, INSERM, INRAE, CNAM, Center of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), F-93017 Bobigny, France
- Nutrition And Cancer Research Network (NACRe Network), Paris, France
| | - Mélanie Deschasaux-Tanguy
- Université Sorbonne Paris Nord and Université Paris Cité, INSERM, INRAE, CNAM, Center of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), F-93017 Bobigny, France
- Nutrition And Cancer Research Network (NACRe Network), Paris, France
| | - Bernard Srour
- Université Sorbonne Paris Nord and Université Paris Cité, INSERM, INRAE, CNAM, Center of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), F-93017 Bobigny, France
- Nutrition And Cancer Research Network (NACRe Network), Paris, France
| | - Matthias B. Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Marcela Guevara
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Instituto de Salud Pública y Laboral de Navarra, 31003 Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), 31008 Pamplona, Spain
| | - Nathalie Kliemann
- Cancer Hospital and Research Centre of Santa Catarina (CEPON), Florianópolis, Brazil
| | - Jessica Blanco Lopez
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Aline Al Nahas
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Kiara Chang
- Public Health Policy Evaluation Unit, School of Public Health, Imperial College London, London, United Kingdom
| | - Eszter P. Vamos
- Public Health Policy Evaluation Unit, School of Public Health, Imperial College London, London, United Kingdom
| | - Christopher Millett
- Public Health Policy Evaluation Unit, School of Public Health, Imperial College London, London, United Kingdom
| | - Elio Riboli
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
| | - Alicia K. Heath
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
| | - Carine Biessy
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Vivian Viallon
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Corinne Casagrande
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Genevieve Nicolas
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Marc J. Gunter
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
| | - Inge Huybrechts
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
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4
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Grenville ZS, Noor U, Rinaldi S, Gunter MJ, Ferrari P, Agnoli C, Amiano P, Catalano A, Chirlaque MD, Christakoudi S, Guevara M, Johansson M, Kaaks R, Katzke V, Masala G, Olsen A, Papier K, Sánchez MJ, Schulze MB, Tjønneland A, Tong TYN, Tumino R, Weiderpass E, Zamora-Ros R, Key TJ, Smith-Byrne K, Schmidt JA, Travis RC. Perturbations in the blood metabolome up to a decade before prostate cancer diagnosis in 4387 matched case-control sets from the European Prospective Investigation into Cancer and Nutrition. Int J Cancer 2024. [PMID: 39378119 DOI: 10.1002/ijc.35208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 07/18/2024] [Accepted: 08/06/2024] [Indexed: 10/10/2024]
Abstract
Measuring pre-diagnostic blood metabolites may help identify novel risk factors for prostate cancer. Using data from 4387 matched case-control pairs from the European Prospective Investigation into Cancer and Nutrition (EPIC) study, we investigated the associations of 148 individual metabolites and three previously defined metabolite patterns with prostate cancer risk. Metabolites were measured by liquid chromatography-mass spectrometry. Multivariable-adjusted conditional logistic regression was used to estimate the odds ratio per standard deviation increase in log metabolite concentration and metabolite patterns (OR1SD) for prostate cancer overall, and for advanced, high-grade, aggressive. We corrected for multiple testing using the Benjamini-Hochberg method. Overall, there were no associations between specific metabolites or metabolite patterns and overall, aggressive, or high-grade prostate cancer that passed the multiple testing threshold (padj <0.05). Six phosphatidylcholines (PCs) were inversely associated with advanced prostate cancer diagnosed at or within 10 years of blood collection. metabolite patterns 1 (64 PCs and three hydroxysphingomyelins) and 2 (two acylcarnitines, glutamate, ornithine, and taurine) were also inversely associated with advanced prostate cancer; when stratified by follow-up time, these associations were observed for diagnoses at or within 10 years of recruitment (OR1SD 0.80, 95% CI 0.66-0.96 and 0.76, 0.59-0.97, respectively) but were weaker after longer follow-up (0.95, 0.82-1.10 and 0.85, 0.67-1.06). Pattern 3 (8 lyso PCs) was associated with prostate cancer death (0.82, 0.68-0.98). Our results suggest that the plasma metabolite profile changes in response to the presence of prostate cancer up to a decade before detection of advanced-stage disease.
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Affiliation(s)
- Zoe S Grenville
- Cancer Epidemiology Unit, Oxford Population Health, University of Oxford, Oxford, UK
| | - Urwah Noor
- Cancer Epidemiology Unit, Oxford Population Health, University of Oxford, Oxford, UK
| | - Sabina Rinaldi
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Marc J Gunter
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK
| | - Pietro Ferrari
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Claudia Agnoli
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumouri, Milan, Italy
| | - Pilar Amiano
- CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, San Sebastian, Spain
- BioGipuzkoa (BioDonostia) Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, San Sebastián, Spain
| | - Alberto Catalano
- Centre for Biostatistics, Epidemiology, and Public Health, Department of Clinical and Biological Sciences, University of Turin, Orbassano, Italy
- Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - María Dolores Chirlaque
- CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia University, Murcia, Spain
| | - Sofia Christakoudi
- Department of Epidemiology and Biostatistics, White City Campus, Imperial College, London, UK
| | - Marcela Guevara
- Instituto de Salud Pública y Laboral de Navarra, Pamplona, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Matthias Johansson
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Rudolf Kaaks
- Department of Cancer Epidemiology, German Cancer research Center (DKFZ), Heidelberg, Germany
| | - Verena Katzke
- Department of Cancer Epidemiology, German Cancer research Center (DKFZ), Heidelberg, Germany
| | - Giovanna Masala
- Clinical Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Anja Olsen
- The Danish Cancer Institute, Copenhagen, Denmark
- Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Keren Papier
- Cancer Epidemiology Unit, Oxford Population Health, University of Oxford, Oxford, UK
| | - Maria-Jose Sánchez
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Escuela Andaluza de Salud Pública (EASP), Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain
- Department of Preventive Medicine and Public Health, University of Granada, Granada, Spain
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Anne Tjønneland
- The Danish Cancer Institute, Copenhagen, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Tammy Y N Tong
- Cancer Epidemiology Unit, Oxford Population Health, University of Oxford, Oxford, UK
| | - Rosario Tumino
- Hyblean Association for Epidemiology Research, AIRE ONLUS, Ragusa, Italy
| | - Elisabete Weiderpass
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Raul Zamora-Ros
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | - Timothy J Key
- Cancer Epidemiology Unit, Oxford Population Health, University of Oxford, Oxford, UK
| | - Karl Smith-Byrne
- Cancer Epidemiology Unit, Oxford Population Health, University of Oxford, Oxford, UK
| | - Julie A Schmidt
- Cancer Epidemiology Unit, Oxford Population Health, University of Oxford, Oxford, UK
- Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University and Aarhus, University Hospital, Aarhus, Denmark
| | - Ruth C Travis
- Cancer Epidemiology Unit, Oxford Population Health, University of Oxford, Oxford, UK
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5
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Wang SE, Viallon V, Lee M, Dimou N, Hamilton F, Biessy C, O'Mara T, Kyrgiou M, Crosbie EJ, Truong T, Severi G, Kaaks R, Fortner RT, Schulze MB, Bendinelli B, Sabina S, Tumino R, Sacerdote C, Panico S, Crous-Bou M, Sánchez MJ, Aizpurua A, Palacios DR, Guevara M, Travis RC, Tsilidis KK, Heath A, Yarmolinsky J, Rinaldi S, Gunter MJ, Dossus L. Circulating inflammatory and immune response proteins and endometrial cancer risk: a nested case-control study and Mendelian randomization analyses. EBioMedicine 2024; 108:105341. [PMID: 39278107 PMCID: PMC11418138 DOI: 10.1016/j.ebiom.2024.105341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Revised: 08/30/2024] [Accepted: 09/01/2024] [Indexed: 09/17/2024] Open
Abstract
BACKGROUND Inflammation and immune dysregulation are hypothesized contributors to endometrial carcinogenesis; however, the precise underlying mechanisms remain unclear. METHODS We measured pre-diagnostically 152 plasma protein biomarkers in 624 endometrial cancer case-control pairs nested within the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort. Odds ratios (ORs) were estimated using conditional logistic regression, accounting for confounding and multiple comparisons. Proteins considered as associated with endometrial cancer risk were further tested in a two-sample Mendelian randomization (MR) analysis using summary data from the UK Biobank (n = 52,363) and the Endometrial Cancer Association Consortium (12,270 cases and 46,126 controls). FINDINGS In the EPIC nested case-control study, IL-6 [OR per NPX (doubling of concentration) = 1.28 (95% confidence interval (CI) 1.03-1.57)], HGF [1.48 (1.06-2.07)], PIK3AP1 [1.22 (1.00-1.50)] and CLEC4G [1.52 (1.00-2.32)] were positively associated; HSD11B1 [0.67 (0.49-0.91)], SCF [0.68 (0.49-0.94)], and CCL25 [0.80 (0.65-0.99)] were inversely associated with endometrial cancer risk; all estimates had multiple comparisons adjusted P-value > 0.05. In complementary MR analysis, IL-6 [OR per inverse-rank normalized NPX = 1.19 (95% CI 1.04-1.36)] and HSD11B1 [0.91 (0.84-0.99)] were associated with endometrial cancer risk. INTERPRETATION Altered IL-6 signalling and reduced glucocorticoid activity via HSD11B1 might play important roles in endometrial carcinogenesis. FUNDING Funding for IIG_FULL_2021_008 was obtained from Wereld Kanker Onderzoek Fonds (WKOF), as part of the World Cancer Research Fund International grant programme; Funding for INCA_15849 was obtained from Institut National du Cancer (INCa).
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Affiliation(s)
- Sabrina E Wang
- International Agency for Research on Cancer, World Health Organization, Lyon, France.
| | - Vivian Viallon
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Matthew Lee
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Niki Dimou
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Fergus Hamilton
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom; Infection Science, North Bristol NHS Trust, Bristol, United Kingdom
| | - Carine Biessy
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Tracy O'Mara
- Cancer Research Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Maria Kyrgiou
- Department of Metabolism, Digestion & Reproduction - Surgery and Cancer, Faculty of Medicine, Imperial College London, London, United Kingdom; West London Gynaecological Cancer Centre, Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Emma J Crosbie
- Gynaecological Oncology Research Group, Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, St Mary's Hospital, Manchester, United Kingdom; Department of Obstetrics and Gynaecology, St Mary's Hospital, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, United Kingdom
| | - Therese Truong
- Paris-Saclay University, UVSQ, Inserm, Gustave Roussy, CESP, Villejuif, France
| | - Gianluca Severi
- Paris-Saclay University, UVSQ, Inserm, Gustave Roussy, CESP, Villejuif, France; Department of Statistics, Computer Science, Applications "G. Parenti", University of Florence, Florence, Italy
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Renée Turzanski Fortner
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany; Department of Research, Cancer Registry of Norway, Norwegian Institute of Public Health, Oslo, Norway
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany; Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Benedetta Bendinelli
- Clinical Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Sieri Sabina
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Rosario Tumino
- Hyblean Association for Epidemiological Research, Aire Onlus, Ragusa, Italy
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza Hospital, University of Turin and CPO Piemonte, Turin, Italy
| | | | - Marta Crous-Bou
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO) - Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, USA
| | - Maria-Jose Sánchez
- Escuela Andaluza de Salud Pública (EASP), Granada, Spain; Instituto de Investigación Biosanitaria, Granada, Spain; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Amaia Aizpurua
- Sub Directorate for Public Health and Addictions of Gipuzkoa, Ministry of Health of the Basque Government, San Sebastian, Spain; Epidemiology of Chronic and Communicable Diseases Group, Biodonostia Health Research Institute, San Sebastián, Spain
| | - Daniel Rodriguez Palacios
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain; Department of Epidemiology, Murcia Regional Health Council-IMIB, Murcia, Spain
| | - Marcela Guevara
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain; Instituto de Salud Pública y Laboral de Navarra, Pamplona, Spain; Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Ruth C Travis
- Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Konstantinos K Tsilidis
- Cancer Epidemiology and Prevention Research Unit, School of Public Health, Imperial College London, London, United Kingdom; Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
| | - Alicia Heath
- Cancer Epidemiology and Prevention Research Unit, School of Public Health, Imperial College London, London, United Kingdom
| | - James Yarmolinsky
- Cancer Epidemiology and Prevention Research Unit, School of Public Health, Imperial College London, London, United Kingdom
| | - Sabina Rinaldi
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Marc J Gunter
- International Agency for Research on Cancer, World Health Organization, Lyon, France; Cancer Epidemiology and Prevention Research Unit, School of Public Health, Imperial College London, London, United Kingdom
| | - Laure Dossus
- International Agency for Research on Cancer, World Health Organization, Lyon, France
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6
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Tin Tin S, Smith-Byrne K, Ferrari P, Rinaldi S, McCullough ML, Teras LR, Manjer J, Giles G, Le Marchand L, Haiman CA, Wilkens LR, Chen Y, Hankinson S, Tworoger S, Eliassen AH, Willett WC, Ziegler RG, Fuhrman BJ, Sieri S, Agnoli C, Cauley J, Menon U, Fourkala EO, Rohan TE, Kaaks R, Reeves GK, Key TJ. Alcohol intake and endogenous sex hormones in women: Meta-analysis of cohort studies and Mendelian randomization. Cancer 2024; 130:3375-3386. [PMID: 38824654 DOI: 10.1002/cncr.35391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Revised: 03/12/2024] [Accepted: 04/12/2024] [Indexed: 06/04/2024]
Abstract
BACKGROUND The mechanisms underlying alcohol-induced breast carcinogenesis are not fully understood but may involve hormonal changes. METHODS Cross-sectional associations were investigated between self-reported alcohol intake and serum or plasma concentrations of estradiol, estrone, progesterone (in premenopausal women only), testosterone, androstenedione, dehydroepiandrosterone sulfate, and sex hormone binding globulin (SHBG) in 45 431 premenopausal and 173 476 postmenopausal women. Multivariable linear regression was performed separately for UK Biobank, European Prospective Investigation into Cancer and Nutrition, and Endogenous Hormones and Breast Cancer Collaborative Group, and meta-analyzed the results. For testosterone and SHBG, we also conducted Mendelian randomization and colocalization using the ADH1B (alcohol dehydrogenase 1B) variant (rs1229984). RESULTS Alcohol intake was positively, though weakly, associated with all hormones (except progesterone in premenopausal women), with increments in concentrations per 10 g/day increment in alcohol intake ranging from 1.7% for luteal estradiol to 6.6% for postmenopausal dehydroepiandrosterone sulfate. There was an inverse association of alcohol with SHBG in postmenopausal women but a small positive association in premenopausal women. Two-sample randomization identified positive associations of alcohol intake with total testosterone (difference per 10 g/day increment: 4.1%; 95% CI, 0.6-7.6) and free testosterone (7.8%; 4.1-11.5), and an inverse association with SHBG (-8.1%; -11.3% to -4.9%). Colocalization suggested a shared causal locus at ADH1B between alcohol intake and higher free testosterone and lower SHBG (posterior probability for H4, 0.81 and 0.97, respectively). CONCLUSIONS Alcohol intake was associated with small increases in sex hormone concentrations, including bioavailable fractions, which may contribute to its effect on breast cancer risk.
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Affiliation(s)
- Sandar Tin Tin
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Karl Smith-Byrne
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Pietro Ferrari
- International Agency for Research on Cancer (IARC/WHO), Nutrition and Metabolism Branch, Lyon, France
| | - Sabina Rinaldi
- International Agency for Research on Cancer (IARC/WHO), Nutrition and Metabolism Branch, Lyon, France
| | | | - Lauren R Teras
- Department of Population Science, American Cancer Society, Atlanta, Georgia, USA
| | - Jonas Manjer
- Department of Surgery, Skåne University Hospital Malmö, Lund University, Malmö, Sweden
| | - Graham Giles
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Loïc Le Marchand
- University of Hawai'i Cancer Center, University of Hawai'i, Honolulu, Hawaii, USA
| | - Christopher A Haiman
- USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Lynne R Wilkens
- University of Hawai'i Cancer Center, University of Hawai'i, Honolulu, Hawaii, USA
| | - Yu Chen
- Division of Epidemiology, Department of Population Health, New York University Grossman School of Medicine, New York, New York, USA
| | - Sue Hankinson
- Department of Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts, Amherst, Massachusetts, USA
| | - Shelley Tworoger
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
| | - A Heather Eliassen
- Departments of Nutrition & Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Walter C Willett
- Departments of Nutrition & Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Regina G Ziegler
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | | | - Sabina Sieri
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Claudia Agnoli
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Jane Cauley
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Usha Menon
- MRC Clinical Trials Unit, Institute of Clinical Trials and Methodology, University College London, London, UK
| | | | - Thomas E Rohan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center, DKFZ, Heidelberg, Germany
| | - Gillian K Reeves
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Timothy J Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
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7
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Huybrechts I, Chimera B, Hanley-Cook GT, Biessy C, Deschasaux-Tanguy M, Touvier M, Kesse-Guyot E, Srour B, Baudry J, Berlivet J, Casagrande C, Nicolas G, Lopez JB, Millett CJ, Cakmak EK, Robinson OJK, Murray KA, Schulze MB, Masala G, Guevara M, Bodén S, Cross AJ, Tsilidis K, Heath AK, Panico S, Amiano P, Huerta JM, Key T, Ericson U, Stocks T, Lundblad MW, Skeie G, Sacerdote C, Katzke V, Playdon MC, Ferrari P, Vineis P, Lachat C, Gunter MJ. Food biodiversity and gastrointestinal cancer risk in nine European countries: Analysis within a prospective cohort study. Eur J Cancer 2024; 210:114258. [PMID: 39168001 DOI: 10.1016/j.ejca.2024.114258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2024] [Revised: 07/05/2024] [Accepted: 07/22/2024] [Indexed: 08/23/2024]
Abstract
BACKGROUND Food biodiversity in human diets has potential co-benefits for both public health and sustainable food systems. However, current evidence on the potential relationship between food biodiversity and cancer risk, and particularly gastrointestinal cancers typically related to diet, remains limited. This study evaluated how dietary species richness (DSR) was associated with gastrointestinal cancer risk in a pan-European population. METHODS Associations between DSR and subsequent gastrointestinal cancer risk were examined among 450,111 adults enrolled in the European Prospective Investigation into Cancer and Nutrition cohort (EPIC, initiated in 1992), free of cancer at baseline. Usual dietary intakes were assessed at recruitment with country-specific dietary questionnaires. DSR of an individual's yearly diet was calculated based on the absolute number of unique biological species in each food and drink item. Associations between DSR and cancer risk were assessed by multivariable Cox proportional hazards regression models. FINDINGS During a median follow-up time of 14.1 years (SD=3.9), 10,705 participants were diagnosed with gastrointestinal cancer. Hazard ratios (HRs) and 95 % confidence intervals (CIs) comparing overall gastrointestinal cancer risk in the highest versus lowest quintiles of DSR indicated inverse associations in multivariable-adjusted models [HR (95 % CI): 0.77 (0.69-0.87); P-value < 0·0001] (Table 2). Specifically, inverse associations were observed between DSR and oesophageal squamous cell carcinoma, proximal colon, colorectal, and liver cancer risk (p-trend<0.05 for all cancer types). INTERPRETATION Greater food biodiversity in the diet may lower the risk of certain gastrointestinal cancers. Further research is needed to replicate these novel findings and to understand potential mechanisms.
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Affiliation(s)
- Inge Huybrechts
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France.
| | - Bernadette Chimera
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Giles T Hanley-Cook
- Department of Food Technology, Safety and Health, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Carine Biessy
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Mélanie Deschasaux-Tanguy
- Sorbonne Paris Nord University, INSERM U1153, INRAE U1125, CNAM, Nutritional Epidemiology Research Team (EREN), Epidemiology and Statistics Research Center, University Paris Cité (CRESS), Bobigny, France
| | - Mathilde Touvier
- Sorbonne Paris Nord University, INSERM U1153, INRAE U1125, CNAM, Nutritional Epidemiology Research Team (EREN), Epidemiology and Statistics Research Center, University Paris Cité (CRESS), Bobigny, France
| | - Emmanuelle Kesse-Guyot
- Sorbonne Paris Nord University, INSERM U1153, INRAE U1125, CNAM, Nutritional Epidemiology Research Team (EREN), Epidemiology and Statistics Research Center, University Paris Cité (CRESS), Bobigny, France
| | - Bernard Srour
- Sorbonne Paris Nord University, INSERM U1153, INRAE U1125, CNAM, Nutritional Epidemiology Research Team (EREN), Epidemiology and Statistics Research Center, University Paris Cité (CRESS), Bobigny, France
| | - Julia Baudry
- Sorbonne Paris Nord University, INSERM U1153, INRAE U1125, CNAM, Nutritional Epidemiology Research Team (EREN), Epidemiology and Statistics Research Center, University Paris Cité (CRESS), Bobigny, France
| | - Justine Berlivet
- Sorbonne Paris Nord University, INSERM U1153, INRAE U1125, CNAM, Nutritional Epidemiology Research Team (EREN), Epidemiology and Statistics Research Center, University Paris Cité (CRESS), Bobigny, France
| | - Corinne Casagrande
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Geneviève Nicolas
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Jessica Blanco Lopez
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Christopher J Millett
- Public Health Policy Evaluation Unit, School of Public Health, Imperial College London, UK; NOVA National School of Public Health, Public Health Research Centre, Comprehensive Health Research Center, CHRC, NOVA University Lisbon, Lisbon, Portugal
| | - Emine Koc Cakmak
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, UK
| | - Oliver J K Robinson
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, UK
| | - Kris A Murray
- Centre on Climate Change and Planetary Health, MRC Unit The Gambia at London School of Hygiene and Tropical Medicine, Atlantic Boulevard, Fajara, The Gambia
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany; Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Giovanna Masala
- Clinical Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network, Florence, Italy
| | - Marcela Guevara
- Instituto de Salud Pública y Laboral de Navarra, Pamplona 31003, Spain; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid 28029, Spain; Navarra Institute for Health Research (IdiSNA), Pamplona 31008, Spain
| | - Stina Bodén
- Department of Clinical Sciences, Pediatrics, Umeå University, Umeå, Sweden
| | - Amanda J Cross
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, UK
| | - Kostas Tsilidis
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, UK
| | - Alicia K Heath
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, UK
| | - Salvatore Panico
- Dipartimento Di Medicina Clinica E Chirurgia, Federico Ii University, Naples, Italy
| | - Pilar Amiano
- BioGipuzkoa Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, San Sebastián, Spain; Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, Epidemiology of Chronic and Communicable Diseases Group, San Sebastián, Spain
| | - José Ma Huerta
- Department of Epidemiology, Murcia Regional Health Council-IMIB, Murcia, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Tim Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, UK
| | - Ulrika Ericson
- Department of Clinical Sciences in Malmö, Lund University, Malmö, Sweden
| | - Tanja Stocks
- Department of Translational Medicine, Lund University, Malmö, Sweden
| | - Marie Wasmuth Lundblad
- Department of Community Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway
| | - Guri Skeie
- Department of Community Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Centre for Cancer Prevention (CPO), Turin, Italy
| | - Verena Katzke
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, Heidelberg, DE 69120, Germany
| | - Mary C Playdon
- Department of Nutrition and Integrative Physiology, University of Utah, Salt Lake City, 84112 UT, United States; Cancer Control and Population Sciences, Huntsman Cancer Institute, Salt Lake City, 84112 UT, United States
| | - Pietro Ferrari
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Paolo Vineis
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, UK
| | - Carl Lachat
- Department of Food Technology, Safety and Health, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Marc J Gunter
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France; Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, UK
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Lam TK, Daschner P, Ishibe N, Wali A, Hall K, Czajkowski S, Mahabir S, Watson JM, Nebeling L, Ross S, Sauter E. Metabolic Dysregulation and Cancer Risk Program (MeDOC): a transdisciplinary approach to obesity-associated cancers. J Natl Cancer Inst 2024; 116:1555-1561. [PMID: 38885413 PMCID: PMC11461156 DOI: 10.1093/jnci/djae134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 06/07/2024] [Indexed: 06/20/2024] Open
Abstract
With the escalating prevalence of obesity, the association between obesity and cancer is a growing public health concern. Obesity will soon surpass tobacco smoking as the most important preventable cause of cancer. Obesity-driven mechanisms can alter cell functions to induce metabolic changes, chronic inflammation, and insulin resistance that are believed to contribute to cancer risk and development; yet the specific underlying biological mechanisms of obesity-related cancer development are largely unknown. The Metabolic Dysregulation and Cancer Risk Program: a transdisciplinary approach to obesity-associated cancers (MeDOC) is a trans-National Cancer Institute research initiative supported by the Division of Cancer Control and Population Sciences, the Division of Cancer Biology, the Division of Cancer Prevention, and the Center to Reduce Cancer Health Disparities. The overall purpose of the MeDOC Program is to advance our understanding of the underlying mechanisms that connect obesity, metabolic dysregulation, and increased obesity cancer risk as well as identify markers that will enhance cancer risk prediction, improve screening for high-risk individuals, and identify targets for preventive and therapeutic interventions for cancer interception or treatment. This report describes the funded research projects, the Coordinating Center, and the goals of the MeDOC program.
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Affiliation(s)
- Tram Kim Lam
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | - Phil Daschner
- Division of Cancer Biology, National Cancer Institute, Rockville, MD, USA
| | - Naoko Ishibe
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | - Anil Wali
- Center to Reduce Cancer Health Disparities, National Cancer Institute, Rockville, MD, USA
| | - Kara Hall
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | - Susan Czajkowski
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | - Somdat Mahabir
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | - Joanna M Watson
- Division of Cancer Biology, National Cancer Institute, Rockville, MD, USA
| | - Linda Nebeling
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | - Sharon Ross
- Division of Cancer Prevention, National Cancer Institute, Rockville, MD, USA
| | - Edward Sauter
- Division of Cancer Prevention, National Cancer Institute, Rockville, MD, USA
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Poulia KA, Bakaloudi DR, Alevizou M, Papakonstantinou E, Zampelas A, Chourdakis M. Impact of organic foods on chronic diseases and health perception: a systematic review of the evidence. Eur J Clin Nutr 2024:10.1038/s41430-024-01505-w. [PMID: 39261657 DOI: 10.1038/s41430-024-01505-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 08/25/2024] [Accepted: 08/28/2024] [Indexed: 09/13/2024]
Abstract
The aim of the present systematic review was to evaluate the existing data on the health impacts, of the consumption of organically grown foods versus conventionally farmed alternatives, with specific focus on the postulated health superiority of organic foods. A systematic literature research was performed in PubMed, Embase, Web of Science, and Google Scholar. Inclusion criteria were articles on adults (>18 years of age) consuming organic foods for ≥6 months, written in English language, and provision of comparative results between conventional and organic nutrition regarding health indices. From 1760 identified references, 21 primary research articles (2006-2022) met the inclusion criteria. Outcomes related to chronic disease prevalence, biomarker effects, and exposure to pesticides and other harmful substances were evaluated. A significant inverse relationship between organic food consumption and cardiometabolic risk factors, including obesity, diabetes mellitus, hypertension, and hyperlipidemia, was observed in the majority of prospective studies. The data on cancer risk and nutrient value comparison between organic and conventional foods were inconclusive. Clinical trials consistently indicated lower pesticide exposure in participants on organic diets, suggesting potential health benefits. The consumption of organic foods is associated with reduced cardiometabolic risks and pesticide exposure. However, the long-term impact on cancer risk remains undetermined. Future long-term studies are needed to establish whether an organic diet is superior to a conventional one in terms of overall health benefits.
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Affiliation(s)
- Kalliopi-Anna Poulia
- Laboratory of Dietetics and Quality of Life Department of Food Science and Human Nutrition, Agricultural University of Athens, Athens, Greece.
| | - Dimitra Rafailia Bakaloudi
- Division of Medical Oncology, Department of Medicine, University of Washington, Seattle, WA, USA
- Laboratory of Hygiene, Social and Preventive Medicine and Medical Statistics, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Myrto Alevizou
- Laboratory of Dietetics and Quality of Life Department of Food Science and Human Nutrition, Agricultural University of Athens, Athens, Greece
| | - Emilia Papakonstantinou
- Laboratory of Dietetics and Quality of Life Department of Food Science and Human Nutrition, Agricultural University of Athens, Athens, Greece
| | - Antonis Zampelas
- Laboratory of Dietetics and Quality of Life Department of Food Science and Human Nutrition, Agricultural University of Athens, Athens, Greece
| | - Michail Chourdakis
- Laboratory of Hygiene, Social and Preventive Medicine and Medical Statistics, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
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10
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Cariolou M, Christakoudi S, Gunter MJ, Key T, Pérez-Cornago A, Travis R, Zamora-Ros R, Petersen KET, Tjønneland A, Weiderpass E, Kaaks R, Seibold P, Inan-Eroglu E, Schulze MB, Masala G, Agnoli C, Tumino R, Di Girolamo C, Aizpurua A, Rodriguez-Barranco M, Santiuste C, Guevara M, Aune D, Chan DSM, Muller DC, Tsilidis KK. Adiposity assessed close to diagnosis and prostate cancer prognosis in the EPIC study. JNCI Cancer Spectr 2024; 8:pkae070. [PMID: 39180334 PMCID: PMC11410200 DOI: 10.1093/jncics/pkae070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 07/02/2024] [Accepted: 08/07/2024] [Indexed: 08/26/2024] Open
Abstract
BACKGROUND Adiposity has been characterized as a modifiable risk factor for prostate cancer. Its association with outcomes after prostate cancer diagnosis, however, must be better understood, and more evidence is needed to facilitate the development of lifestyle guidance for patients with prostate cancer. METHODS We investigated the associations between adiposity indices close to prostate cancer diagnosis (up to 2 years before or up to 5 years after diagnosis) and mortality in 1968 men of the European Prospective Investigation into Cancer and Nutrition cohort. Men were followed up for a median of 9.5 years. Cox proportional hazards models were adjusted for age and year of diagnosis, disease stage and grade, and smoking history and stratified by country. RESULTS Each 5-unit increment in prediagnosis or postdiagnosis body mass index combined was associated with a 30% higher rate of all-cause mortality and a 49% higher rate of prostate cancer-specific mortality. Similarly, each 5-unit increment in prediagnosis body mass index was associated with a 35% higher rate of all-cause mortality and a 51% higher rate of prostate cancer-specific mortality. The associations were less strong for postdiagnosis body mass index, with a lower number of men in analyses. Less clear positive associations were shown for waist circumference, hip circumference, and waist to hip ratio, but data were limited. CONCLUSIONS Elevated levels of adiposity close to prostate cancer diagnosis could lead to higher risk of mortality; therefore, men are encouraged to maintain a healthy weight. Additional research is needed to confirm whether excessive adiposity after prostate cancer diagnosis could worsen prognosis.
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Affiliation(s)
- Margarita Cariolou
- Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London, UK
| | - Sofia Christakoudi
- Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London, UK
| | - Marc J Gunter
- Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London, UK
| | - Tim Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Aurora Pérez-Cornago
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Ruth Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Raul Zamora-Ros
- Unit of Nutrition and Cancer, Cancer Epidemiology and Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | | | - Anne Tjønneland
- Danish Cancer Institute, Diet, Cancer and Health, Copenhagen, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen , Denmark
| | | | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Petra Seibold
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Elif Inan-Eroglu
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Giovanna Masala
- Clinical Epidemiology Unit, Institute for Cancer Research, Prevention, and Clinical Network, Florence, Italy
| | - Claudia Agnoli
- Epidemiology and Prevention Unit, IRCCS National Cancer Institute Foundation, Milan, Italy
| | - Rosario Tumino
- Hyblean Association for Epidemiological Research, AIRE ONLUS Ragusa, Ragusa, Italy
| | - Chiara Di Girolamo
- Centre for Biostatistics, Epidemiology, and Public Health, Department of Clinical and Biological Sciences, University of Turin, Orbassano, Italy
| | - Amaia Aizpurua
- Ministry of Health of the Basque Government, Sub directorate for Public Health and Addictions of Gipuzkoa, San Sebastián, Spain
- Biodonostia Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, San Sebastián, Spain
| | - Miguel Rodriguez-Barranco
- Escuela Andaluza de Salud Pública, Granada, Spain
- Instituto de Investigación Biosanitaria ibs. GRANADA, Granada, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública, Madrid, Spain
| | - Carmen Santiuste
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública, Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council, Murcia-IMIB, Spain
| | - Marcela Guevara
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública, Madrid, Spain
- Instituto de Salud Pública y Laboral de Navarra, Pamplona, Spain
- Navarra Institute for Health Research, Pamplona, Spain
| | - Dagfinn Aune
- Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London, UK
- Department of Nutrition, Oslo New University College, Oslo, Norway
- Department of Research, Cancer Registry of Norway, Norwegian Institute of Public Health, Oslo, Norway
| | - Doris S M Chan
- Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London, UK
| | - David C Muller
- Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London, UK
| | - Konstantinos K Tsilidis
- Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London, UK
- Department of Hygiene and Epidemiology, University of Ioannina Medical School, Ioannina, Greece
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11
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Feng X, Goodley P, Alcala K, Guida F, Kaaks R, Vermeulen R, Downward GS, Bonet C, Colorado-Yohar SM, Albanes D, Weinstein SJ, Goldberg M, Zins M, Relton C, Langhammer A, Skogholt AH, Johansson M, Robbins HA. Evaluation of risk prediction models to select lung cancer screening participants in Europe: a prospective cohort consortium analysis. Lancet Digit Health 2024; 6:e614-e624. [PMID: 39179310 PMCID: PMC11369914 DOI: 10.1016/s2589-7500(24)00123-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 03/08/2024] [Accepted: 06/06/2024] [Indexed: 08/26/2024]
Abstract
BACKGROUND Lung cancer risk prediction models might efficiently identify individuals who should be offered lung cancer screening. However, their performance has not been comprehensively evaluated in Europe. We aimed to externally validate and evaluate the performance of several risk prediction models that predict lung cancer incidence or mortality in prospective European cohorts. METHODS We analysed 240 137 participants aged 45-80 years with a current or former smoking history from nine European countries in four prospective cohorts from the pooled database of the Lung Cancer Cohort Consortium: the Alpha-Tocopherol, Beta-Carotene Cancer Prevention Study (Finland), the Nord-Trøndelag Health Study (Norway), CONSTANCES (France), and the European Prospective Investigation into Cancer and Nutrition (Denmark, Germany, Italy, Spain, Sweden, the Netherlands, and Norway). We evaluated ten lung cancer risk models, which comprised the Bach, the Prostate, Lung, Colorectal, and Ovarian Cancer Screening Trial 2012 model (PLCOm2012), the Lung Cancer Risk Assessment Tool (LCRAT), the Lung Cancer Death Risk Assessment Tool (LCDRAT), the Nord-Trøndelag Health Study (HUNT), the Optimized Early Warning Model for Lung Cancer Risk (OWL), the University College London-Death (UCLD), the University College London-Incidence (UCLI), the Liverpool Lung Project version 2 (LLP version 2), and the Liverpool Lung Project version 3 (LLP version 3) models. We quantified model calibration as the ratio of expected to observed cases or deaths and discrimination using the area under the receiver operating characteristic curve (AUC). For each model, we also identified risk thresholds that would screen the same number of individuals as each of the US Preventive Services Task Force 2021 (USPSTF-2021), the US Preventive Services Task Force 2013 (USPSTF-2013), and the Nederlands-Leuvens Longkanker Screenings Onderzoek (NELSON) criteria. FINDINGS Among the participants, 1734 lung cancer cases and 1072 lung cancer deaths occurred within five years of enrolment. Most models had reasonable calibration in most countries, although the LLP version 2 overpredicted risk by more than 50% in eight countries (expected to observed ≥1·50). The PLCOm2012, LCDRAT, LCRAT, Bach, HUNT, OWL, UCLD, and UCLI models showed similar discrimination in most countries, with AUCs ranging from 0·68 (95% CI 0·59-0·77) to 0·83 (0·78-0·89), whereas the LLP version 2 and LLP version 3 showed lower discrimination, with AUCs ranging from 0·64 (95% CI 0·57-0·72) to 0·78 (0·74-0·83). When pooling data from all countries (but excluding the HUNT cohort), 33·9% (73 313 of 216 387) of individuals were eligible by USPSTF-2021 criteria, which included 74·8% (1185) of lung cancers and 76·3% (730) of lung cancer deaths occurring over 5 years. Fewer individuals were selected by USPSTF-2013 and NELSON criteria. After applying thresholds to select a population of equal size to USPSTF-2021, the PLCOm2012, LCDRAT, LCRAT, Bach, HUNT, OWL, UCLD, and UCLI, models identified 77·6%-79·1% of future cases, although they selected slightly older individuals compared with USPSTF-2021 criteria. Results were similar for USPSTF-2013 and NELSON. INTERPRETATION Several lung cancer risk prediction models showed good performance in European countries and might improve the efficiency of lung cancer screening if used in place of categorical eligibility criteria. FUNDING US National Cancer Institute, l'Institut National du Cancer, Cancer Research UK.
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Affiliation(s)
- Xiaoshuang Feng
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France
| | - Patrick Goodley
- Division of Immunology, Immunity to Infection and Respiratory Medicine, University of Manchester, Manchester, UK; Manchester Thoracic Oncology Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - Karine Alcala
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France
| | - Florence Guida
- Environment and Lifestyle Epidemiology Branch, International Agency for Research on Cancer, Lyon, France
| | - Rudolf Kaaks
- Department of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany; Translational Lung Research Center Heidelberg, Member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - Roel Vermeulen
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, Netherlands; Department of Population Health Sciences, Institute for Risk Assessment Sciences, University of Utrecht, Utrecht, Netherlands
| | - George S Downward
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, Netherlands; Department of Population Health Sciences, Institute for Risk Assessment Sciences, University of Utrecht, Utrecht, Netherlands
| | - Catalina Bonet
- Nutrition and Cancer Group, Epidemiology, Public Health, Cancer Prevention and Palliative Care Program, Bellvitge Biomedical Research Institute, L'Hospitalet de Llobregat, Barcelona, Spain; Unit of Nutrition and Cancer, Catalan Institute of Oncology, L'Hospitalet de Llobregat, Barecelona, Spain
| | - Sandra M Colorado-Yohar
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain; CIBER Epidemiología y Salud Pública, Madrid, Spain; Research Group on Demography and Health, National Faculty of Public Health, University of Antioquia, Medellín, Colombia
| | - Demetrius Albanes
- Metabolic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Stephanie J Weinstein
- Metabolic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Marcel Goldberg
- Population-based Epidemiological Cohorts Unit, INSERM UMS 11, Villejuif, France; Paris Cité University, Paris, France
| | - Marie Zins
- Population-based Epidemiological Cohorts Unit, INSERM UMS 11, Villejuif, France; Paris Cité University, Paris, France
| | - Caroline Relton
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK; School of Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Arnulf Langhammer
- HUNT Research Center, Department of Public Health and Nursing, Norwegian University of Science and Technology, Levanger, Norway; Levanger Hospital, Nord-Trøndelag Hospital Trust, Levanger, Norway
| | - Anne Heidi Skogholt
- Department of Public Health and Nursing, KG Jebsen Centre for Genetic Epidemiology, Norwegian University of Science and Technology, Trondheim, Norway
| | - Mattias Johansson
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France
| | - Hilary A Robbins
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France.
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12
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Chavanel B, Virard F, Cahais V, Renard C, Sirand C, Smits KM, Schouten LJ, Fervers B, Charbotel B, Abedi-Ardekani B, Korenjak M, Zavadil J. Genome-scale mutational signature analysis in fixed archived tissues. MUTATION RESEARCH. REVIEWS IN MUTATION RESEARCH 2024; 794:108512. [PMID: 39216514 DOI: 10.1016/j.mrrev.2024.108512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 07/25/2024] [Accepted: 08/28/2024] [Indexed: 09/04/2024]
Abstract
Mutation spectra and mutational signatures in cancerous and non-cancerous tissues can be identified by various established techniques of massively parallel sequencing (or next-generation sequencing) including whole-exome or whole-genome sequencing, and more recently by error-corrected/duplex sequencing. One rather underexplored area has been the genome-scale analysis of mutational signatures as markers of mutagenic exposures, and their impact on cancer driver events applied to formalin-fixed or alcohol-fixed paraffin embedded archived biospecimens. This review showcases successful applications of the next-generation sequencing methodologies in archived fixed tissues, including the delineation of the specific tissue fixation-related DNA damage manifesting as artifactual signatures, distinguishable from the true signatures that arise from biological mutagenic processes. Overall, we discuss and demonstrate how next-generation sequencing techniques applied to archived fixed biospecimens can enhance our understanding of cancer causes including mutagenic effects of extrinsic cancer risk agents, and the implications for prevention efforts aimed at reducing avoidable cancer-causing exposures.
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Affiliation(s)
- Bérénice Chavanel
- International Agency for Research on Cancer, Epigenomics and Mechanisms Branch, Lyon, France
| | - François Virard
- International Agency for Research on Cancer, Epigenomics and Mechanisms Branch, Lyon, France; University Claude Bernard Lyon 1 INSERM U1052-CNRS UMR5286, Centre Léon Bérard, Lyon, France
| | - Vincent Cahais
- International Agency for Research on Cancer, Epigenomics and Mechanisms Branch, Lyon, France
| | - Claire Renard
- International Agency for Research on Cancer, Epigenomics and Mechanisms Branch, Lyon, France
| | - Cécilia Sirand
- International Agency for Research on Cancer, Epigenomics and Mechanisms Branch, Lyon, France
| | - Kim M Smits
- Maastricht University, Research Institute for Oncology and Reproduction, Department of Pathology, Maastricht, the Netherlands
| | - Leo J Schouten
- Maastricht University, Research Institute for Oncology and Reproduction, Department of Epidemiology, Maastricht, the Netherlands
| | - Béatrice Fervers
- Centre Léon Bérard, Department Cancer and Environment, Lyon, France
| | - Barbara Charbotel
- University Claude Bernard Lyon 1, UMRESTTE, Epidemiological Research and Surveillance Unit in Transport, Occupation and Environment, Lyon, France
| | | | - Michael Korenjak
- International Agency for Research on Cancer, Epigenomics and Mechanisms Branch, Lyon, France
| | - Jiri Zavadil
- International Agency for Research on Cancer, Epigenomics and Mechanisms Branch, Lyon, France.
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13
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Franco M, Facchini L, Sacerdote C, Masala G, Manfredi L, Dansero L, Bendinelli B, Assedi M, Vitale V, Pala V, Caini S, Ricceri F. Physical activity modification over time according to socioeconomic position: results from the EPIC-Italy cohort study. BMJ Open Sport Exerc Med 2024; 10:e001957. [PMID: 39224205 PMCID: PMC11367325 DOI: 10.1136/bmjsem-2024-001957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/07/2024] [Indexed: 09/04/2024] Open
Abstract
Objectives Our study aimed to investigate how physical activity (PA) changes over an 11-year follow-up among adults from different socioeconomic positions (SEP) near retirement age. Moreover, an analysis of different PA types is considered. Methods We used data from the EPIC-Italy cohort. We evaluated PA using the Cambridge Physical Activity Index (CPAI) and the metabolic equivalent of tasks (MET) per hour of activity for recreational PA and household PA. Educational level was assessed using the Relative Index of Inequality (RII). Occupational classes were classified according to LIFEPATH Consortium knowledge. Logistic regression was used to analyse PA among SEP and changes during follow-up. Analyses were also conducted separately for sex. Results The higher educated were more prevalent in the higher quartile of recreational PA than the lower educated both at baseline and follow-up (37% vs 28% and 37% vs 27%, respectively). At the baseline, the lower educated had a higher risk of being physically inactive than the higher educated based on recreational PA (overall OR: 1.50, 95% CI 1.40 to 1.60). Manual workers did not show a higher risk of less PA than professionals/managers (overall OR: 1.03, 95% CI 0.91 to 1.16).At follow-up, the lower educated and manual workers showed a higher risk of being physically inactive (lower educated OR: 1.46, 95% CI 1.37 to 1.56; manual worker OR: 1.33, 95% CI 1.18 to 1.50). The analyses of changes in PA showed that those who were less educated or manual workers had a higher risk of worsening their PA during the follow-up period, particularly women in recreational PA and men in CPAI measurement. Conclusion Individuals who had a disadvantaged SEP showed a higher risk of performing less PA over time.
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Affiliation(s)
- Matteo Franco
- Department of Clinical and Biological Sciences, University of Turin, Orbassano, Turin, Italy
| | - Luigi Facchini
- Institute for Cancer Research, Prevention and Clinical Network - ISPRO, Florence, Italy
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città Della Salute e Della Scienza University-Hospital and Center for Cancer Prevention (CPO), Città della Salute, Turin, Italy
| | - Giovanna Masala
- Institute for Cancer Research, Prevention and Clinical Network - ISPRO, Florence, Italy
| | - Luca Manfredi
- Department of Clinical and Biological Sciences, University of Turin, Orbassano, Turin, Italy
| | - Lucia Dansero
- Department of Clinical and Biological Sciences, University of Turin, Orbassano, Turin, Italy
| | - Benedetta Bendinelli
- Institute for Cancer Research, Prevention and Clinical Network - ISPRO, Florence, Italy
| | - Melania Assedi
- Institute for Cancer Research, Prevention and Clinical Network - ISPRO, Florence, Italy
| | - Valentina Vitale
- Department of Research, Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Valeria Pala
- Department of Research, Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Saverio Caini
- Institute for Cancer Research, Prevention and Clinical Network - ISPRO, Florence, Italy
| | - Fulvio Ricceri
- Department of Clinical and Biological Sciences, University of Turin, Orbassano, Turin, Italy
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14
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González-Gil EM, Peruchet-Noray L, Sedlmeier AM, Christakoudi S, Biessy C, Navionis AS, Mahamat-Saleh Y, Jaafar RF, Baurecht H, Guevara M, Etxezarreta PA, Verschuren WMM, Boer JMA, Olsen A, Tjønneland A, Simeon V, Castro-Espin C, Aune D, Heath AK, Gunter M, Colorado-Yohar SM, Zilhão NR, Dahm CC, Llanaj E, Schulze MB, Petrova D, Sieri S, Ricceri F, Masala G, Key T, Viallon V, Rinaldi S, Freisling H, Dossus L. Association of body shape phenotypes and body fat distribution indexes with inflammatory biomarkers in the European Prospective Investigation into Cancer and Nutrition (EPIC) and UK Biobank. BMC Med 2024; 22:334. [PMID: 39148045 PMCID: PMC11328449 DOI: 10.1186/s12916-024-03544-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 07/29/2024] [Indexed: 08/17/2024] Open
Abstract
BACKGROUND The allometric body shape index (ABSI) and hip index (HI), as well as multi-trait body shape phenotypes, have not yet been compared in their associations with inflammatory markers. The aim of this study was to examine the relationship between novel and traditional anthropometric indexes with inflammation using data from the European Prospective Investigation into Cancer and Nutrition (EPIC) and UK Biobank cohorts. METHODS Participants from EPIC (n = 17,943, 69.1% women) and UK Biobank (n = 426,223, 53.2% women) with data on anthropometric indexes and C-reactive protein (CRP) were included in this cross-sectional analysis. A subset of women in EPIC also had at least one measurement for interleukins, tumour necrosis factor alpha, interferon gamma, leptin, and adiponectin. Four distinct body shape phenotypes were derived by a principal component (PC) analysis on height, weight, body mass index (BMI), waist (WC) and hip circumferences (HC), and waist-to-hip ratio (WHR). PC1 described overall adiposity, PC2 tall with low WHR, PC3 tall and centrally obese, and PC4 high BMI and weight with low WC and HC, suggesting an athletic phenotype. ABSI, HI, waist-to-height ratio and waist-to-hip index (WHI) were also calculated. Linear regression models were carried out separately in EPIC and UK Biobank stratified by sex and adjusted for age, smoking status, education, and physical activity. Results were additionally combined in a random-effects meta-analysis. RESULTS Traditional anthropometric indexes, particularly BMI, WC, and weight were positively associated with CRP levels, in men and women. Body shape phenotypes also showed distinct associations with CRP. Specifically, PC2 showed inverse associations with CRP in EPIC and UK Biobank in both sexes, similarly to height. PC3 was inversely associated with CRP among women, whereas positive associations were observed among men. CONCLUSIONS Specific indexes of body size and body fat distribution showed differential associations with inflammation in adults. Notably, our results suggest that in women, height may mitigate the impact of a higher WC and HC on inflammation. This suggests that subtypes of adiposity exhibit substantial variation in their inflammatory potential, which may have implications for inflammation-related chronic diseases.
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Affiliation(s)
- Esther M González-Gil
- Nutrition and Metabolism Branch, International Agency for Research On Cancer, World Health Organization, 69372, Lyon, CEDEX 08, France
| | - Laia Peruchet-Noray
- Nutrition and Metabolism Branch, International Agency for Research On Cancer, World Health Organization, 69372, Lyon, CEDEX 08, France
- Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - Anja M Sedlmeier
- Department of Epidemiology and Preventive Medicine, University of Regensburg, Regensburg, Germany
- Center for Translational Oncology, University Hospital Regensburg, Regensburg, Germany
- Bavarian Cancer Research Center (BZKF), Regensburg, Germany
| | - Sofia Christakoudi
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Carine Biessy
- Nutrition and Metabolism Branch, International Agency for Research On Cancer, World Health Organization, 69372, Lyon, CEDEX 08, France
| | - Anne-Sophie Navionis
- Nutrition and Metabolism Branch, International Agency for Research On Cancer, World Health Organization, 69372, Lyon, CEDEX 08, France
| | - Yahya Mahamat-Saleh
- Nutrition and Metabolism Branch, International Agency for Research On Cancer, World Health Organization, 69372, Lyon, CEDEX 08, France
| | - Rola F Jaafar
- Nutrition and Metabolism Branch, International Agency for Research On Cancer, World Health Organization, 69372, Lyon, CEDEX 08, France
| | - Hansjörg Baurecht
- Department of Epidemiology and Preventive Medicine, University of Regensburg, Regensburg, Germany
| | - Marcela Guevara
- Instituto de Salud Pública y Laboral de Navarra, 31003, Pamplona, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
- Navarra Institute for Health Research (IdiSNA), 31008, Pamplona, Spain
| | - Pilar Amiano Etxezarreta
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
- Sub Directorate for Public Health and Addictions of Gipuzkoa, Ministry of Health of the Basque Government, San Sebastian, Spain
- Epidemiology of Chronic and Communicable Diseases Group, BioGipuzkoa (BioDonostia) Health Research Institute, San Sebastián, Spain
| | - W M Monique Verschuren
- Centre forPrevention, Lifestyle and Health, National Institute for Public Health and the Environment, PO Box 1, 3720 BA, Bilthoven, the Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jolanda M A Boer
- Centre forPrevention, Lifestyle and Health, National Institute for Public Health and the Environment, PO Box 1, 3720 BA, Bilthoven, the Netherlands
| | - Anja Olsen
- Danish Cancer Institute, Danish Cancer Society, Diet, Cancer and Health Strandboulevarden 49 2100, Copenhagen, Denmark
- Department of Public Health, University of Aarhus, Copenhagen, Denmark
| | - Anne Tjønneland
- Danish Cancer Institute, Danish Cancer Society, Diet, Cancer and Health Strandboulevarden 49 2100, Copenhagen, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Vittorio Simeon
- Dipartimento Di Salute Mentale E Fisica E Medicina Preventiva, Università Degli Studi Della Campania 'Luigi Vanvitelli', Napoli, Italy
| | - Carlota Castro-Espin
- Unit of Nutrition and Cancer, Catalan Institute of Oncology-ICO, L'Hospitalet de Llobregat, Barcelona, Spain
- Nutrition and Cancer Group, Epidemiology, Public Health, Cancer Prevention and Palliative Care Program, Bellvitge Biomedical Research Institute-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Dagfinn Aune
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- Department of Research, The Cancer Registry of Norway, Oslo, Norway
- Department of Nutrition, Oslo New University College, Oslo, Norway
| | - Alicia K Heath
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Marc Gunter
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Sandra M Colorado-Yohar
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council-IMIB, Murcia, Spain
- Research Group On Demography and Health, National Faculty of Public Health, University of Antioquia, Medellín, Colombia
| | - Nuno R Zilhão
- Department of Public Health, Aarhus University, Aarhus, Denmark
| | | | - Erand Llanaj
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- German Center for Diabetes Research (DZD), Munchen-Neuherberg, Germany
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Dafina Petrova
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
- Escuela Andaluza de Salud Pública (EASP), 18011, Granada, Spain
- Instituto de Investigación Biosanitaria Ibs, GRANADA, 18012, Granada, Spain
| | - Sabina Sieri
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale Dei Tumori Di Milano, Milan, Italy
| | - Fulvio Ricceri
- Centre for Biostatistics, Epidemiology, and Public Health (C-BEPH) Department of Clinical and Biological Sciences, University of Turin, Turin, Italy
| | - Giovanna Masala
- Clinical Epidemiology Unit, Institute for Cancer Research, Prevention, and Clinical Network (ISPRO), Florence, Italy
| | - Tim Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Vivian Viallon
- Nutrition and Metabolism Branch, International Agency for Research On Cancer, World Health Organization, 69372, Lyon, CEDEX 08, France
| | - Sabina Rinaldi
- Nutrition and Metabolism Branch, International Agency for Research On Cancer, World Health Organization, 69372, Lyon, CEDEX 08, France
| | - Heinz Freisling
- Nutrition and Metabolism Branch, International Agency for Research On Cancer, World Health Organization, 69372, Lyon, CEDEX 08, France
| | - Laure Dossus
- Nutrition and Metabolism Branch, International Agency for Research On Cancer, World Health Organization, 69372, Lyon, CEDEX 08, France
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15
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Luján-Barroso L, Margara-Escudero HJ, Crous-Bou M, Huerta JM, Chirlaque MD, Molina-Montes E, Sánchez MJ, Guevara M, Moreno-Iribas C, Amiano P, Mokoroa O, González S, Agudo A, Quirós JR, Jakszyn P. Chrono-Nutrition, Chrono-Type, and the Prevalence of Type 2 Diabetes Mellitus in a Cross-Sectional Study from the EuroPean Prospective Investigation into Cancer and Nutrition (EPIC) Study. Nutrients 2024; 16:2598. [PMID: 39203735 PMCID: PMC11357269 DOI: 10.3390/nu16162598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 07/31/2024] [Accepted: 08/02/2024] [Indexed: 09/03/2024] Open
Abstract
Background: Previous studies have shown that meal timing, poor sleep quality, and chronotype may play a relevant role in the development of type 2 diabetes mellitus (T2DM). However, its relationship with macronutrients by eating occasions has not been explored deeply. Objective: Our aim was to estimate the association between chrono-nutrition, sleep quality, chronotype, and the prevalence of T2DM. Methods: This cross-sectional study included a subset of 3465 middle-aged Caucasian adults (2068 women) from the European Prospective Investigation into Cancer and Nutrition (EPIC) Spain cohort study. In the 2017-18 follow-up, we assessed chronotype, sleep quality, diet, and sociodemographic data using validated questionnaires. Further, we used blood samples to determine serum levels of glucose. We defined a case of T2DM when serum glucose concentration was ≥126 mg/dL or when participants self-reported diabetes. Results: A higher prevalence of T2DM was associated with poor sleep quality (ORpoorvsgood = 2.90, 95% CI = 1.30, 6.28). Carbohydrate intake at breakfast was inversely associated with the prevalence of T2DM (OR = 0.75, 95% CI = 0.66, 0.85). Finally, lipid intake at breakfast was associated with a 13% higher prevalence of T2DM (OR = 1.13, 95% CI = 1.01, 1.26) for each 1 standard deviation (1-SD) increase. Conclusions: This study concludes that a higher content of carbohydrates at breakfast is correlated with a reduced prevalence of T2DM, while higher lipids intake at breakfast is associated with a higher prevalence of T2DM. Furthermore, poor sleep quality is a potential factor associated with an elevated prevalence of T2DM. Our results emphasize the need for prospective studies to validate and strengthen these observed associations.
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Affiliation(s)
- Leila Luján-Barroso
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), 08908 Barcelona, Spain; (L.L.-B.); (H.J.M.-E.); (M.C.-B.); (A.A.)
- Department of Public Health, Mental Health and Maternal and Child Health Nursing, Faculty of Nursing, University of Barcelona, 08907 Barcelona, Spain
| | - Hernando J. Margara-Escudero
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), 08908 Barcelona, Spain; (L.L.-B.); (H.J.M.-E.); (M.C.-B.); (A.A.)
| | - Marta Crous-Bou
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), 08908 Barcelona, Spain; (L.L.-B.); (H.J.M.-E.); (M.C.-B.); (A.A.)
| | - José María Huerta
- Department of Epidemiology, Murcia Regional Health Council-IMIB, 30120 Murcia, Spain; (J.M.H.); (M.-D.C.)
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain; (E.M.-M.); (M.J.S.); (M.G.); (C.M.-I.)
| | - María-Dolores Chirlaque
- Department of Epidemiology, Murcia Regional Health Council-IMIB, 30120 Murcia, Spain; (J.M.H.); (M.-D.C.)
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain; (E.M.-M.); (M.J.S.); (M.G.); (C.M.-I.)
- Sociohealth Sciences Department, Murcia University, 30100 Murcia, Spain
| | - Esther Molina-Montes
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain; (E.M.-M.); (M.J.S.); (M.G.); (C.M.-I.)
- Department of Nutrition and Food Science, University of Granada, 18071 Granada, Spain
- Institute of Nutrition and Food Technology (INYTA) ‘José Mataix’, Biomedical Research Centre, University of Granada, 18071 Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain
| | - María José Sánchez
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain; (E.M.-M.); (M.J.S.); (M.G.); (C.M.-I.)
- Instituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain
- Escuela Andaluza de Salud Pública (EASP), 18011 Granada, Spain
| | - Marcela Guevara
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain; (E.M.-M.); (M.J.S.); (M.G.); (C.M.-I.)
- Instituto de Salud Pública y Laboral de Navarra, 31003 Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), 31008 Pamplona, Spain
| | - Conchi Moreno-Iribas
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain; (E.M.-M.); (M.J.S.); (M.G.); (C.M.-I.)
- Instituto de Salud Pública y Laboral de Navarra, 31003 Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), 31008 Pamplona, Spain
| | - Pilar Amiano
- Sub Directorate for Public Health and Addictions of Gipuzkoa, Ministry of Health of the Basque Government, 20010 San Sebastian, Spain; (P.A.); (O.M.)
- Epidemiology of Chronic and Communicable Diseases Group, BioGipuzkoa (BioDonostia) Health Research Institute, 20014 San Sebastian, Spain
| | - Olatz Mokoroa
- Sub Directorate for Public Health and Addictions of Gipuzkoa, Ministry of Health of the Basque Government, 20010 San Sebastian, Spain; (P.A.); (O.M.)
- Epidemiology of Chronic and Communicable Diseases Group, BioGipuzkoa (BioDonostia) Health Research Institute, 20014 San Sebastian, Spain
| | - Sonia González
- Department of Functional Biology, University of Oviedo, 33007 Asturias, Spain; (S.G.); (J.R.Q.)
| | - Antonio Agudo
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), 08908 Barcelona, Spain; (L.L.-B.); (H.J.M.-E.); (M.C.-B.); (A.A.)
| | - José Ramón Quirós
- Department of Functional Biology, University of Oviedo, 33007 Asturias, Spain; (S.G.); (J.R.Q.)
| | - Paula Jakszyn
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), 08908 Barcelona, Spain; (L.L.-B.); (H.J.M.-E.); (M.C.-B.); (A.A.)
- Blanquerna School of Health Sciences, Ramon Llull University, 08022 Barcelona, Spain
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16
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Berger E, Gelot A, Fournier A, Dossus L, Boutron-Ruault MC, Severi G, Castagné R, Delpierre C. Educational level and characteristics of invasive breast cancer: findings from a French prospective cohort. Cancer Causes Control 2024; 35:1151-1163. [PMID: 38615276 DOI: 10.1007/s10552-024-01873-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 03/14/2024] [Indexed: 04/15/2024]
Abstract
PURPOSE Breast cancer (BC) characteristics are known to influence patients survival. Social differences have been reported by previous studies for those characteristics but questions persist because of inconsistent conclusions. We aimed to investigate the impact of education on BC stage, grade, and hormone receptor (HR) status, while adjusting for potential confounders including a broad set of health behaviors, anthropometric measures, and reproductive factors. METHODS In the French E3N cohort, 5236 women developed a primary invasive BC for which there was available information on stage, grade, and HR status. No multivariate analyses was performed for BC stage based on the lack of association in bivariate analyses. Odds ratios and confidence intervals were estimated using multinomial logistic regression models for BC grade or binomial logistic regression models for HR status of BC. RESULTS Women with a lower education were diagnosed with higher grade BC compared to women with a higher education (1.32 [1.12; 1.57]). This association was slightly attenuated after adjustment for covariates independently and more strongly affected in the fully adjusted model (1.20 [0.99; 1.45]). A significant association was observed between lower education and HR- status of BC (1.20 [1.02; 1.42]) attenuated after adjustment for age at first childbirth (1.12 [0.95; 1.33]). CONCLUSION In this cohort, education was associated with BC grade and HR status but not stage at diagnosis. The link between education and BC grade was not entirely explained by the different adjustments. A specific mechanism could be at play and deserves further investigations.
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Affiliation(s)
- Eloïse Berger
- CERPOP, UMR 1295, INSERM, Université de Toulouse III Paul Sabatier, 31000, Toulouse, France.
| | - Amandine Gelot
- Paris-Saclay University, UVSQ, INSERM, Gustave Roussy, "Exposome, Heredity, Cancer and Health" Team, CESP U1018, 94805, Villejuif, France
| | - Agnès Fournier
- Paris-Saclay University, UVSQ, INSERM, Gustave Roussy, "Exposome, Heredity, Cancer and Health" Team, CESP U1018, 94805, Villejuif, France
| | - Laure Dossus
- Nutrition and Metabolism Branch, International Agency for Research On Cancer, Lyon, France
| | - Marie-Christine Boutron-Ruault
- Paris-Saclay University, UVSQ, INSERM, Gustave Roussy, "Exposome, Heredity, Cancer and Health" Team, CESP U1018, 94805, Villejuif, France
| | - Gianluca Severi
- Paris-Saclay University, UVSQ, INSERM, Gustave Roussy, "Exposome, Heredity, Cancer and Health" Team, CESP U1018, 94805, Villejuif, France
- Department of Statistics, Computer Science and Applications "G. Parenti" (DISIA), University of Florence, Florence, Italy
| | - Raphaële Castagné
- CERPOP, UMR 1295, INSERM, Université de Toulouse III Paul Sabatier, 31000, Toulouse, France
| | - Cyrille Delpierre
- CERPOP, UMR 1295, INSERM, Université de Toulouse III Paul Sabatier, 31000, Toulouse, France
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17
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Crespo J, Alonso-Peña M. Cohorte Cantabria - A biomedical research tool open to the world. REVISTA ESPANOLA DE ENFERMEDADES DIGESTIVAS 2024; 116:404-407. [PMID: 38895785 DOI: 10.17235/reed.2024.10400/2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/21/2024]
Abstract
The contribution of large population-based study cohorts to the knowledge of disease risk factors and causes is unquestionable. The Framingham Cohort, a paradigm for the population-based studies that changed the history of medicine, emerged after the antibiotic revolution, the decrease in infection-related mortality, and the boom in cardiovascular morbidity and mortality.
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Affiliation(s)
- Javier Crespo
- Gastroenterología y Hepatología, Hospital Universitario Marqués de Valdecilla, 39002
| | - Marta Alonso-Peña
- Gastroenterología y Hepatología, Hospital Universitario Marqués de Valdecilla
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18
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Cuparencu C, Bulmuş-Tüccar T, Stanstrup J, La Barbera G, Roager HM, Dragsted LO. Towards nutrition with precision: unlocking biomarkers as dietary assessment tools. Nat Metab 2024; 6:1438-1453. [PMID: 38956322 DOI: 10.1038/s42255-024-01067-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 05/20/2024] [Indexed: 07/04/2024]
Abstract
Precision nutrition requires precise tools to monitor dietary habits. Yet current dietary assessment instruments are subjective, limiting our understanding of the causal relationships between diet and health. Biomarkers of food intake (BFIs) hold promise to increase the objectivity and accuracy of dietary assessment, enabling adjustment for compliance and misreporting. Here, we update current concepts and provide a comprehensive overview of BFIs measured in urine and blood. We rank BFIs based on a four-level utility scale to guide selection and identify combinations of BFIs that specifically reflect complex food intakes, making them applicable as dietary instruments. We discuss the main challenges in biomarker development and illustrate key solutions for the application of BFIs in human studies, highlighting different strategies for selecting and combining BFIs to support specific study designs. Finally, we present a roadmap for BFI development and implementation to leverage current knowledge and enable precision in nutrition research.
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Affiliation(s)
- Cătălina Cuparencu
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Frederiksberg, Denmark.
| | - Tuğçe Bulmuş-Tüccar
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Frederiksberg, Denmark
- Department of Nutrition and Dietetics, Yüksek İhtisas University, Ankara, Turkey
| | - Jan Stanstrup
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Frederiksberg, Denmark
| | - Giorgia La Barbera
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Frederiksberg, Denmark
| | - Henrik M Roager
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Frederiksberg, Denmark
| | - Lars O Dragsted
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Frederiksberg, Denmark
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19
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Viallon V, Freisling H, Matta K, Nannsen AØ, Dahm CC, Tjønneland A, Eriksen AK, Kaaks R, Katzke VA, Schulze MB, Masala G, Tagliabue G, Simeon V, Tumino R, Milani L, Derksen JWG, van der Schouw YT, Nøst TH, Borch KB, Sandanger TM, Quirós JR, Rodriguez-Barranco M, Bonet C, Aizpurua-Atxega A, Cirera L, Guevara M, Sundström B, Winkvist A, Heath AK, Gunter MJ, Weiderpass E, Johansson M, Ferrari P. On the use of the healthy lifestyle index to investigate specific disease outcomes. Sci Rep 2024; 14:16330. [PMID: 39009699 PMCID: PMC11250810 DOI: 10.1038/s41598-024-66772-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 07/03/2024] [Indexed: 07/17/2024] Open
Abstract
The healthy lifestyle index (HLI), defined as the unweighted sum of individual lifestyle components, was used to investigate the combined role of lifestyle factors on health-related outcomes. We introduced weighted outcome-specific versions of the HLI, where individual lifestyle components were weighted according to their associations with disease outcomes. Within the European Prospective Investigation into Cancer and Nutrition (EPIC), we examined the association between the standard and the outcome-specific HLIs and the risk of T2D, CVD, cancer, and all-cause premature mortality. Estimates of the hazard ratios (HRs), the Harrell's C-index and the population attributable fractions (PAFs) were compared. For T2D, the HR for 1-SD increase of the standard and T2D-specific HLI were 0.66 (95% CI: 0.64, 0.67) and 0.43 (0.42, 0.44), respectively, and the C-index were 0.63 (0.62, 0.64) and 0.72 (0.72, 0.73). Similar, yet less pronounced differences in HR and C-index were observed for standard and outcome-specific estimates for cancer, CVD and all-cause mortality. PAF estimates for mortality before age 80 were 57% (55%, 58%) and 33% (32%, 34%) for standard and mortality-specific HLI, respectively. The use of outcome-specific HLI could improve the assessment of the role of lifestyle factors on disease outcomes, thus enhancing the definition of public health recommendations.
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Affiliation(s)
- Vivian Viallon
- International Agency for Research On Cancer (IARC-WHO), Lyon, France.
| | - Heinz Freisling
- International Agency for Research On Cancer (IARC-WHO), Lyon, France
| | - Komodo Matta
- International Agency for Research On Cancer (IARC-WHO), Lyon, France
| | | | | | - Anne Tjønneland
- Danish Cancer Society Research Center, Copenhagen, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | | | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Verena A Katzke
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- German Center for Diabetes Research (DZD), Neuherberg, Germany
- Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Giovanna Masala
- Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Giovanna Tagliabue
- Cancer Registry Unit, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - Vittorio Simeon
- Unit of Medical Statistics, University "L. Vanvitelli", Naples, Italy
| | - Rosario Tumino
- Hyblean Association for Epidemiological Research, AIRE-ONLUS, Ragusa, Italy
| | - Lorenzo Milani
- Unit of Cancer Epidemiology, Città Della Salute E Della Scienza University-Hospital, and Center for Cancer Prevention (CPO), Turin, Italy
| | - Jeroen W G Derksen
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Yvonne T van der Schouw
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Therese Haugdahl Nøst
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU - Norwegian University of Science and Technology, Trondheim, Norway
- Department of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway
| | | | - Torkjel M Sandanger
- Department of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway
| | | | - Miguel Rodriguez-Barranco
- Escuela Andaluza de Salud Pública (EASP), Granada, Spain
- Instituto de Investigación Biosanitaria Ibs.GRANADA, Granada, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Catalina Bonet
- Unit of Nutrition and Cancer, Catalan Institute of Oncology - ICO, L'Hospitalet de Llobregat, Barcelona, Spain
- Nutrition and Cancer Group; Epidemiology, Public Health, Cancer Prevention and Palliative Care Program, Bellvitge Biomedical Research Institute - IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Amaia Aizpurua-Atxega
- Sub Directorate for Public Health and Addictions of Gipuzkoa, Ministry of Health of the Basque Government, San Sebastián, Spain
- Epidemiology of Chronic and Communicable Diseases Group, Biodonostia Health Research Institute, San Sebastián, Spain
| | - Lluís Cirera
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
| | - Marcela Guevara
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Instituto de Salud Pública y Laboral de Navarra, 31003, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), 31008, Pamplona, Spain
| | - Björn Sundström
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Anna Winkvist
- Department of Public Health and Clinical Medicine, Sustainable Health, Umeå University, Umeå, Sweden
- Department of Internal Medicine and Clinical Nutrition, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Alicia K Heath
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Marc J Gunter
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | | | - Mattias Johansson
- International Agency for Research On Cancer (IARC-WHO), Lyon, France
| | - Pietro Ferrari
- International Agency for Research On Cancer (IARC-WHO), Lyon, France
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20
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Campanella A, Tatoli R, Bonfiglio C, Donghia R, Cuccaro F, Giannelli G. Ultra-Processed Food Consumption as a Risk Factor for Gastrointestinal Cancer and Other Causes of Mortality in Southern Italy: A Competing Risk Approach. Nutrients 2024; 16:1994. [PMID: 38999742 PMCID: PMC11243523 DOI: 10.3390/nu16131994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 06/18/2024] [Accepted: 06/21/2024] [Indexed: 07/14/2024] Open
Abstract
BACKGROUND Ultra-Processed Foods (UPFs) are increasingly consumed worldwide, even in regions with strong dietary traditions like the Mediterranean and can play a crucial role in the development of chronic diseases, including cancer. This population-based prospective cohort study investigates the association between UPF consumption and gastrointestinal cancers and other causes of mortality in Southern Italy. METHODS Data were collected from 4870 participants in the MICOL and NUTRIHEP cohorts. The EPIC questionnaire was used to elicit information on food and drink consumption and UPFs were categorized by degree of processing according to the NOVA classification. Cox proportional hazards regression and competing risk models were employed for statistical analysis. RESULTS UPF consumption was positively associated with all-cause mortality: participants in the 3rd UFP quartile, as compared to the lowest, had a 27% higher risk of death (SHR 1.27 95% CI, 1.03; 1.57), while in the highest quartile as compared to the lowest, the risk was 34% higher (SHR 1.34 95% CI, 1.00; 1.79). Higher UPFs intake was also correlated with an increased gastrointestinal cancers mortality risk, especially the 2nd (SHR 1.65, 95% CI: 1.01; 2.71) and 4th quartile (SHR 3.14 95% CI: 1.56; 6.32), with a dose-dependent effect. For the other cancers, a SHR 1.61 (95% CI 1.03; 2.54) was observed for the 3rd quartile. CONCLUSIONS Our results reinforce the link between UPF consumption and cancer risk, emphasizing the urgent need for interventions targeting dietary patterns.
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Affiliation(s)
- Angelo Campanella
- National Institute of Gastroenterology-IRCCS "Saverio de Bellis", 70013 Castellana Grotte, Italy
| | - Rossella Tatoli
- National Institute of Gastroenterology-IRCCS "Saverio de Bellis", 70013 Castellana Grotte, Italy
| | - Caterina Bonfiglio
- National Institute of Gastroenterology-IRCCS "Saverio de Bellis", 70013 Castellana Grotte, Italy
| | - Rossella Donghia
- National Institute of Gastroenterology-IRCCS "Saverio de Bellis", 70013 Castellana Grotte, Italy
| | | | - Gianluigi Giannelli
- National Institute of Gastroenterology-IRCCS "Saverio de Bellis", 70013 Castellana Grotte, Italy
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21
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Breeur M, Stepaniants G, Keski-Rahkonen P, Rigollet P, Viallon V. Optimal transport for automatic alignment of untargeted metabolomic data. eLife 2024; 12:RP91597. [PMID: 38896449 PMCID: PMC11186628 DOI: 10.7554/elife.91597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/21/2024] Open
Abstract
Untargeted metabolomic profiling through liquid chromatography-mass spectrometry (LC-MS) measures a vast array of metabolites within biospecimens, advancing drug development, disease diagnosis, and risk prediction. However, the low throughput of LC-MS poses a major challenge for biomarker discovery, annotation, and experimental comparison, necessitating the merging of multiple datasets. Current data pooling methods encounter practical limitations due to their vulnerability to data variations and hyperparameter dependence. Here, we introduce GromovMatcher, a flexible and user-friendly algorithm that automatically combines LC-MS datasets using optimal transport. By capitalizing on feature intensity correlation structures, GromovMatcher delivers superior alignment accuracy and robustness compared to existing approaches. This algorithm scales to thousands of features requiring minimal hyperparameter tuning. Manually curated datasets for validating alignment algorithms are limited in the field of untargeted metabolomics, and hence we develop a dataset split procedure to generate pairs of validation datasets to test the alignments produced by GromovMatcher and other methods. Applying our method to experimental patient studies of liver and pancreatic cancer, we discover shared metabolic features related to patient alcohol intake, demonstrating how GromovMatcher facilitates the search for biomarkers associated with lifestyle risk factors linked to several cancer types.
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Affiliation(s)
- Marie Breeur
- Nutrition and Metabolism Branch, International Agency for Research on CancerLyonFrance
| | - George Stepaniants
- Massachusetts Institute of Technology, Department of MathematicsBostonUnited States
| | - Pekka Keski-Rahkonen
- Nutrition and Metabolism Branch, International Agency for Research on CancerLyonFrance
| | - Philippe Rigollet
- Massachusetts Institute of Technology, Department of MathematicsBostonUnited States
| | - Vivian Viallon
- Nutrition and Metabolism Branch, International Agency for Research on CancerLyonFrance
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22
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Rinaldi S, Dossus L, Keski-Rahkonen P, Kiss A, Navionis AS, Biessy C, Travis R, Weiderpass E, Romieu I, Eriksen AK, Tjonneland A, Kvaskoff M, Canonico M, Truong T, Katzke V, Kaaks R, Catalano A, Panico S, Masala G, Tumino R, Lukic M, Olsen KS, Zamora-Ros R, Santiuste C, Aizpurua Atxega A, Guevara M, Rodriguez-Barranco M, Sandstrom M, Hennings J, Almquist M, Aglago Kouassivi E, Christakoudi S, Gunter M, Franceschi S. Circulating endogenous sex steroids and risk of differentiated thyroid carcinoma in men and women. Int J Cancer 2024; 154:2064-2074. [PMID: 38357914 DOI: 10.1002/ijc.34872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 12/21/2023] [Accepted: 01/03/2024] [Indexed: 02/16/2024]
Abstract
Thyroid cancer (TC) is substantially more common in women than in men, pointing to a possible role of sex steroid hormones. We investigated the association between circulating sex steroid hormones, sex hormone binding globulin (SHBG) and the risk of differentiated TC in men and women within the European Prospective Investigation into Cancer and nutrition (EPIC) cohort. During follow-up, we identified 333 first primary incident cases of differentiated TC (152 in pre/peri-menopausal women, 111 in post-menopausal women, and 70 in men) and 706 cancer-free controls. Women taking exogenous hormones at blood donation were excluded. Plasma concentrations of testosterone, androstenedione, dehydroepiandrosterone, estradiol, estrone and progesterone (in pre-menopausal women only) were performed using liquid chromatography/mass spectrometry method. SHBG concentrations were measured by immunoassay. Odds ratios (ORs) were estimated using conditional logistic regression models adjusted for possible confounders. No significant associations were observed in men and postmenopausal women, while a borderline significant increase in differentiated TC risk was observed with increasing testosterone (adjusted OR T3 vs T1: 1.68, 95% CI: 0.96-2.92, ptrend = .06) and androstenedione concentrations in pre/perimenopausal women (adjusted OR T3 vs T1: 1.78, 95% CI: 0.96-3.30, ptrend = .06, respectively). A borderline decrease in risk was observed for the highest progesterone/estradiol ratio (adjusted OR T3 vs T1: 0.54, 95% CI: 0.28-1.05, ptrend = .07). Overall, our results do not support a major role of circulating sex steroids in the etiology of differentiated TC in post-menopausal women and men but may suggest an involvement of altered sex steroid production in pre-menopausal women.
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Affiliation(s)
- Sabina Rinaldi
- International Agency for Research on Cancer (IARC/WHO), Lyon, France
| | - Laure Dossus
- International Agency for Research on Cancer (IARC/WHO), Lyon, France
| | | | - Agneta Kiss
- International Agency for Research on Cancer (IARC/WHO), Lyon, France
| | | | - Carine Biessy
- International Agency for Research on Cancer (IARC/WHO), Lyon, France
| | - Ruth Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | | | - Isabelle Romieu
- Center for Research on Population Health, National Institute of Public Health, Mexico, Mexico
| | | | - Anne Tjonneland
- Danish Cancer Society Research Center, Copenhagen, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Marina Kvaskoff
- Paris-Saclay University, UVSQ, Univ. Paris-Sud, Inserm, CESP, Team "Exposome and Heredity", Villejuif, France
| | - Marianne Canonico
- Paris-Saclay University, UVSQ, Univ. Paris-Sud, Inserm, CESP, Team "Exposome and Heredity", Villejuif, France
| | - Thérèse Truong
- Paris-Saclay University, UVSQ, Univ. Paris-Sud, Inserm, CESP, Team "Exposome and Heredity", Villejuif, France
| | - Verena Katzke
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Alberto Catalano
- Department of Clinical and Biological Sciences, Centre for Biostatistics, Epidemiology and Public Health, University of Turin, Turin, Italy
| | - Salvatore Panico
- Dipartimento di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy
| | - Giovanna Masala
- Clinical Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Rosario Tumino
- Hyblean Association for Epidemiological Research, AIRE ONLUS, Ragusa, Italy
| | - Marko Lukic
- Department of Community Medicine, The Arctic University of Norway, Tromsø, Norway
| | | | - Raul Zamora-Ros
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Carmen Santiuste
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
| | - Amaia Aizpurua Atxega
- Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, San Sebastian, Spain
- Biodonostia Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, San Sebastián, Spain
| | - Marcela Guevara
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Instituto de Salud Pública y Laboral de Navarra, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Miguel Rodriguez-Barranco
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Escuela Andaluza de Salud Pública (EASP), Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain
| | - Maria Sandstrom
- Department of Radiation Sciences, Oncology Umeå University, Umeå, Sweden
| | - Joakim Hennings
- Department of Surgical and Perioperative Sciences, Umeå University, Östersund, Sweden
| | - Martin Almquist
- Department of Clinical Sciences Lund, Skåne University Hospital, Lund University, Lund, Sweden
- Department of Surgery Section of Endocrine and Sarcoma Lund, Skåne University Hospital, Lund University, Lund, Sweden
| | - Elom Aglago Kouassivi
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, St Mary's Campus, London, UK
| | - Sofia Christakoudi
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, St Mary's Campus, London, UK
- Department of Inflammation Biology, School of Immunology and Microbial Sciences, King's College London, London, UK
| | - Marc Gunter
- International Agency for Research on Cancer (IARC/WHO), Lyon, France
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23
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Debras C, Cordova R, Mayén AL, Maasen K, Knaze V, Eussen SJPM, Schalkwijk CG, Huybrechts I, Tjønneland A, Halkjær J, Katzke V, Bajracharya R, Schulze MB, Masala G, Pala V, Pasanisi F, Macciotta A, Petrova D, Castañeda J, Santiuste C, Amiano P, Moreno-Iribas C, Borné Y, Sonestedt E, Johansson I, Esberg A, Aglago EK, Jenab M, Freisling H. Dietary intake of dicarbonyl compounds and changes in body weight over time in a large cohort of European adults. Br J Nutr 2024; 131:1902-1914. [PMID: 38383991 DOI: 10.1017/s0007114524000503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2024]
Abstract
Dicarbonyl compounds are highly reactive precursors of advanced glycation end products (AGE), produced endogenously, present in certain foods and formed during food processing. AGE contribute to the development of adverse metabolic outcomes, but health effects of dietary dicarbonyls are largely unexplored. We investigated associations between three dietary dicarbonyl compounds, methylglyoxal (MGO), glyoxal (GO) and 3-deoxyglucosone (3-DG), and body weight changes in European adults. Dicarbonyl intakes were estimated using food composition database from 263 095 European Prospective Investigation into Cancer and Nutrition-Physical Activity, Nutrition, Alcohol, Cessation of Smoking, Eating Out of Home in Relation to Anthropometry participants with two body weight assessments (median follow-up time = 5·4 years). Associations between dicarbonyls and 5-year body-weight changes were estimated using mixed linear regression models. Stratified analyses by sex, age and baseline BMI were performed. Risk of becoming overweight/obese was assessed using multivariable-adjusted logistic regression. MGO intake was associated with 5-year body-weight gain of 0·089 kg (per 1-sd increase, 95 % CI 0·072, 0·107). 3-DG was inversely associated with body-weight change (-0·076 kg, -0·094, -0·058). No significant association was observed for GO (0·018 kg, -0·002, 0·037). In stratified analyses, GO was associated with body-weight gain among women and older participants (above median of 52·4 years). MGO was associated with higher body-weight gain among older participants. 3-DG was inversely associated with body-weight gain among younger and normal-weight participants. MGO was associated with a higher risk of becoming overweight/obese, while inverse associations were observed for 3-DG. No associations were observed for GO with overweight/obesity. Dietary dicarbonyls are inconsistently associated with body weight change among European adults. Further research is needed to clarify the role of these food components in overweight and obesity, their underlying mechanisms and potential public health implications.
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Affiliation(s)
- Charlotte Debras
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Reynalda Cordova
- Department of Nutritional Sciences, University of Vienna, Vienna, Austria
| | - Ana-Lucia Mayén
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Kim Maasen
- Department of Internal Medicine, CARIM School for Cardiovascular Diseases, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Viktoria Knaze
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Simone J P M Eussen
- Department of Epidemiology, CARIM School for Cardiovascular Diseases/CAPHRI School for Public Health and Primary Care, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Casper G Schalkwijk
- Department of Internal Medicine, CARIM School for Cardiovascular Diseases, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Inge Huybrechts
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Anne Tjønneland
- Danish Cancer Society Research Center, Copenhagen, Denmark; Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Jytte Halkjær
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Verena Katzke
- Department of Cancer Epidemiology, German Cancer research Center (DKFZ), Heidelberg, Germany
| | - Rashmita Bajracharya
- Department of Cancer Epidemiology, German Cancer research Center (DKFZ), Heidelberg, Germany
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany; Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Giovanna Masala
- Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Valeria Pala
- Epidemiology and Prevention Unit, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Fabrizio Pasanisi
- Department of Clinical Medicine and Surgery School of Medicine, Federico II University, Via Sergio Pansini 5, 80131, Naples, Italy
| | - Alessandra Macciotta
- Department of Clinical and Biological Sciences, University of Turin, Turin, Italy
| | - Dafina Petrova
- Escuela Andaluza de Salud Pública (EASP), 18011 Granada, Spain; Instituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029Madrid, Spain
| | - Jazmin Castañeda
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet del Llobregat, Spain
| | - Carmen Santiuste
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Pilar Amiano
- Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, 2013 San Sebastian, Spain; Biodonostia Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, 20014 San Sebastián, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
| | - Conchi Moreno-Iribas
- Instituto de Salud Pública y Laboral de Navarra, 31003 Pamplona, Spain; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain; Navarra Institute for Health Research (IdiSNA), 31008Pamplona, Spain
| | - Yan Borné
- Nutrition Epidemiology, Department of Clinical Sciences Malmö, Faculty of Medicine, Lund University, Lund, Sweden
| | - Emily Sonestedt
- Nutrition Epidemiology, Department of Clinical Sciences Malmö, Faculty of Medicine, Lund University, Lund, Sweden
| | | | - Anders Esberg
- Department of Odontology, Umeå University, Umeå, Sweden
| | - Elom Kouassivi Aglago
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Mazda Jenab
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Heinz Freisling
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
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24
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Rizzolo-Brime L, Lujan-Barroso L, Farran-Codina A, Bou R, Lasheras C, Amiano P, Aizpurua A, Sánchez MJ, Molina-Montes E, Guevara M, Moreno-Iribas C, Gasque A, Chirlaque-López MD, Colorado-Yohar SM, Huerta JM, Zamora-Ros R, Agudo A, Jakszyn P. Nitrosyl-heme and Heme Iron Intake from Processed Meats and Risk of Colorectal Cancer in the EPIC-Spain Cohort. Cancer Epidemiol Biomarkers Prev 2024; 33:854-856. [PMID: 38546399 DOI: 10.1158/1055-9965.epi-24-0211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 03/14/2024] [Accepted: 03/26/2024] [Indexed: 06/04/2024] Open
Abstract
BACKGROUND The International Agency for Research on Cancer classified processed meats (PM) as "carcinogenic" and red meat as "probably carcinogenic" for humans. The possible relationship between colorectal cancer risk and the mechanisms involved in the carcinogenesis of PMs have not been established yet. Nitrosyl-heme and heme iron have been proposed as potential-related compounds. The aim of this study was to determine the association between nitrosyl-heme and heme iron intake and colorectal cancer risk among participants from the European Prospective Investigation into Cancer and Nutrition (EPIC)-Spain study. METHODS This prospective study included 38,262 men and women from the EPIC-Spain study. Food consumption was assessed using diet history and food composition tables. Heme iron and nitrosyl-heme intake were determined by estimating the intake of PM items and conducting laboratory analyses. HR estimates were obtained by proportional hazard models, stratified by age at recruitment and study center and adjusted for sex, total energy intake, education, smoking, body mass index, waist size, physical activity, lifetime alcohol, fibre, calcium, and familiar colorectal cancer history. RESULTS During a mean follow-up of 16.7 years, 577 participants were diagnosed with colorectal cancer. We found no overall association between nitrosyl-heme [HRT3vsT1, 0.98; 95% confidence interval (CI), 0.79-1.21] or heme iron intakes (HRT3vsT1, 0.88; 95% CI, 0.70-1.10) with colorectal cancer risk, nor according to tumor subtypes. CONCLUSIONS Our study found no evidence supporting a link between nitrosyl-heme or heme iron intake and colorectal cancer risk in Spanish subjects. IMPACT As research on nitrosyl-heme is preliminary, more heterogeneous studies are necessary to provide more convincing evidence on their role in colorectal cancer carcinogenesis.
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Affiliation(s)
- Lucía Rizzolo-Brime
- Unit of Nutrition and Cancer, Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | - Leila Lujan-Barroso
- Unit of Nutrition and Cancer, Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
- Department of Public Health, Mental Health and Maternal and Child Health Nursing. Faculty of Nursing. University of Barcelona, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Andreu Farran-Codina
- Department of Nutrition, Food Science and Gastronomy, Faculty of Pharmacy, Institute of Nutrition and Food Safety (INSA-UB), University of Barcelona, Barcelona, Spain
| | - Ricard Bou
- Food Safety and Functionality Program, Institute of Agrifood Research and Technology (IRTA), Girona, Spain
| | - Cristina Lasheras
- Functional Biology Department, School of Medicine, University of Oviedo, Asturias, Spain
| | - Pilar Amiano
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, San Sebastian, Spain
- BioGipuzkoa (BioDonostia) Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, San Sebastián, Spain
| | - Amaia Aizpurua
- Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, San Sebastian, Spain
- BioGipuzkoa (BioDonostia) Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, San Sebastián, Spain
| | - Maria-Jose Sánchez
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Escuela Andaluza de Salud Pública (EASP), Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain
| | - Esther Molina-Montes
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain
- Department of Nutrition and Food Science, Campus of Cartuja, University of Granada, Granada, Spain
- Institute of Nutrition and Food Technology (INYTA) 'José Mataix', Biomedical Research Centre, University of Granada, Granada, Spain
| | - Marcela Guevara
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Instituto de Salud Pública y Laboral de Navarra, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Conchi Moreno-Iribas
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Instituto de Salud Pública y Laboral de Navarra, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Alba Gasque
- Instituto de Salud Pública y Laboral de Navarra, Pamplona, Spain
| | - María Dolores Chirlaque-López
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council-IMIB, Murcia, Spain
- Social-Health Department, Murcia University, Murcia, Spain
| | - Sandra M Colorado-Yohar
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council-IMIB, Murcia, Spain
- Research Group on Demography and Health, National Faculty of Public Health, University of Antioquia, Medellín, Colombia
| | - José María Huerta
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council-IMIB, Murcia, Spain
| | - Raul Zamora-Ros
- Unit of Nutrition and Cancer, Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
- Department of Nutrition, Food Sciences, and Gastronomy, Food Innovation Network (XIA), Institute for Research on Nutrition and Food Safety (INSA), Faculty of Pharmacy and Food Sciences University of Barcelona, Barcelona, Spain
| | - Antonio Agudo
- Unit of Nutrition and Cancer, Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | - Paula Jakszyn
- Unit of Nutrition and Cancer, Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
- Blanquerna School of Health Sciences, Ramon Llull University, Barcelona, Spain
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25
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Cheng TS, Noor U, Watts E, Pollak M, Wang Y, McKay J, Atkins J, Masala G, Sánchez MJ, Agudo A, Castilla J, Aune D, Colorado-Yohar SM, Manfredi L, Gunter MJ, Pala V, Josefsson A, Key TJ, Smith-Byrne K, Travis RC. Circulating free insulin-like growth factor-I and prostate cancer: a case-control study nested in the European prospective investigation into cancer and nutrition. BMC Cancer 2024; 24:676. [PMID: 38831273 PMCID: PMC11145848 DOI: 10.1186/s12885-023-11425-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 09/20/2023] [Indexed: 06/05/2024] Open
Abstract
BACKGROUND Circulating total insulin-like growth factor-I (IGF-I) is an established risk factor for prostate cancer. However, only a small proportion of circulating IGF-I is free or readily dissociable from IGF-binding proteins (its bioavailable form), and few studies have investigated the association of circulating free IGF-I with prostate cancer risk. METHODS We analyzed data from 767 prostate cancer cases and 767 matched controls nested within the European Prospective Investigation into Cancer and Nutrition cohort, with an average of 14-years (interquartile range = 2.9) follow-up. Matching variables were study center, length of follow-up, age, and time of day and fasting duration at blood collection. Circulating free IGF-I concentration was measured in serum samples collected at recruitment visit (mean age 55 years old; standard deviation = 7.1) using an enzyme-linked immunosorbent assay (ELISA). Conditional logistic regressions were performed to examine the associations of free IGF-I with risk of prostate cancer overall and subdivided by time to diagnosis (≤ 14 and > 14 years), and tumor characteristics. RESULTS Circulating free IGF-I concentrations (in fourths and as a continuous variable) were not associated with prostate cancer risk overall (odds ratio [OR] = 1.00 per 0.1 nmol/L increment, 95% CI: 0.99, 1.02) or by time to diagnosis, or with prostate cancer subtypes, including tumor stage and histological grade. CONCLUSIONS Estimated circulating free IGF-I was not associated with prostate cancer risk. Further research may consider other assay methods that estimate bioavailable IGF-I to provide more insight into the well-substantiated association between circulating total IGF-I and subsequent prostate cancer risk.
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Affiliation(s)
- Tuck Seng Cheng
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford, OX3 7LF, UK
| | - Urwah Noor
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford, OX3 7LF, UK
| | - Eleanor Watts
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Michael Pollak
- Oncology Department, McGill University and Segal Cancer Centre, Jewish General Hospital, Montreal, QC, Canada
| | - Ye Wang
- Oncology Department, McGill University and Segal Cancer Centre, Jewish General Hospital, Montreal, QC, Canada
| | - James McKay
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France
| | - Joshua Atkins
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France
| | - Giovanna Masala
- Cancer Risk Factors and Life-Style Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Maria-Jose Sánchez
- Escuela Andaluza de Salud Pública (EASP), Granada, 18011, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, 18012, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, 28029, Spain
- Department of Preventive Medicine and Public Health, University of Granada, Granada, 18071, Spain
| | - Antonio Agudo
- Unit of Nutrition and Cancer, Catalan Institute of Oncology - ICO, L'Hospitalet de Llobregat, Barcelona, Spain
- Nutrition and Cancer Group; Epidemiology, Public Health, Cancer Prevention and Palliative Care Program; Bellvitge Biomedical Research Institute - IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Jesús Castilla
- Instituto de Salud Pública de Navarra - IdiSNA, Pamplona, Spain
- CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - Dagfinn Aune
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- Department of Nutrition, Oslo New University College, Oslo, Norway
- Department of Endocrinology, Morbid Obesity and Preventive Medicine, Oslo University Hospital Ullevå, Oslo, Norway
| | - Sandra M Colorado-Yohar
- Department of Epidemiology, Murcia Regional Health Council-IMIB, Murcia, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Research Group on Demography and Health, National Faculty of Public Health, University of Antioquia, Medellín, Colombia
| | - Luca Manfredi
- Centre for Biostatistics, Epidemiology, and Public Health (C-BEPH), Department of Clinical and Biological Sciences, University of Turin, Orbassano, TO, Italy
| | - Marc J Gunter
- Nutrition and Metabolism Branch, International Agency for Research on Cancer (IARC- WHO), Lyon, France
| | - Valeria Pala
- Epidemiology and Prevention Unit, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Andreas Josefsson
- Department of Urology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Wallenberg Center for Molecular Medicin, Umeå University, Umeå, Sweden
- Department of Urology and Andrology, Institute of surgery and perioperative Sciences, Umeå University, Umeå, Sweden
| | - Timothy J Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford, OX3 7LF, UK
| | - Karl Smith-Byrne
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford, OX3 7LF, UK
| | - Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford, OX3 7LF, UK.
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Mayén AL, Sabra M, Aglago EK, Perlemuter G, Voican C, Ramos I, Debras C, Blanco J, Viallon V, Ferrari P, Olsen A, Tjønneland A, Langmann F, Dahm CC, Rothwell J, Laouali N, Marques C, Schulze MB, Katzke V, Kaaks R, Palli D, Macciotta A, Panico S, Tumino R, Agnoli C, Farràs M, Molina-Montes E, Amiano P, Chirlaque MD, Castilla J, Werner M, Bodén S, Heath AK, Tsilidis K, Aune D, Weiderpass E, Freisling H, Gunter MJ, Jenab M. Hepatic steatosis, metabolic dysfunction and risk of mortality: findings from a multinational prospective cohort study. BMC Med 2024; 22:221. [PMID: 38825687 PMCID: PMC11145823 DOI: 10.1186/s12916-024-03366-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 03/22/2024] [Indexed: 06/04/2024] Open
Abstract
BACKGROUND Non-alcoholic fatty liver disease (NAFLD) and metabolic syndrome (MetS) are implicated in the aetiology of non-communicable diseases. Our study aimed to evaluate associations between NAFLD and MetS with overall and cause-specific mortality. METHODS We used dietary, lifestyle, anthropometric and metabolic biomarker data from a random subsample of 15,784 EPIC cohort participants. NAFLD was assessed using the fatty liver index (FLI) and MetS using the revised definition. Indices for metabolic dysfunction-associated fatty liver disease (MAFLD) were calculated. The individual associations of these indices with overall and cause-specific mortality were assessed using multivariable Cox proportional hazards models to estimate hazard ratios (HRs) and 95% confidence intervals (95%CIs). As a subobjective, risk associations with adaptations of new classifications of metabolic dysfunction-associated steatotic liver disease (MASLD) and metabolic and alcohol-related liver disease (MetALD) were also assessed. RESULTS Among the 15,784 sub-cohort participants, a total of 1997 deaths occurred (835 due to cancer, 520 to CVD, 642 to other causes) over a median 15.6 (IQR, 12.3-17.1) years of follow-up. Compared to an FLI < 30, FLI ≥ 60 was associated with increased risks of overall mortality (HR = 1.44, 95%CI = 1.27-1.63), and deaths from cancer (HR = 1.32, 95%CI = 1.09-1.60), CVD (HR = 2.06, 95% CI = 1.61-2.63) or other causes (HR = 1.21, 95%CI = 0.97-1.51). Mortality risk associations were also elevated for individuals with MAFLD compared to those without. Individuals with MetS were at increased risk of all mortality endpoints, except cancer-specific mortality. MASLD and MetALD were associated with higher risk of overall mortality. CONCLUSIONS Our findings based on a prospective cohort suggest that individuals with hepatic steatosis or metabolic dysfunction have a higher overall and cause-specific mortality risk.
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Affiliation(s)
- Ana-Lucia Mayén
- Nutrition and Metabolism Branch, International Agency for Research On Cancer (IARC-WHO), 25 Avenue Tony Garnier, Lyon, 69007, France
| | - Mirna Sabra
- Nutrition and Metabolism Branch, International Agency for Research On Cancer (IARC-WHO), 25 Avenue Tony Garnier, Lyon, 69007, France
| | - Elom K Aglago
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Gabriel Perlemuter
- INSERM U996, Intestinal Microbiota, Macrophages and Liver Inflammation, DHU HepatinovLabex LERMIT, Clamart, France
- Faculté de Médecine Paris-Sud, Univ Paris-Sud, Université Paris-Saclay, Le Kremlin-Bicêtre, France
- Service d'hépato-Gastroentérologie, Hôpital Antoine-Béclère, Hôpitaux Universitaires Paris-Sud, Assistance Publique-Hôpitaux de Paris, Clamart, France
| | - Cosmin Voican
- INSERM U996, Intestinal Microbiota, Macrophages and Liver Inflammation, DHU HepatinovLabex LERMIT, Clamart, France
- Faculté de Médecine Paris-Sud, Univ Paris-Sud, Université Paris-Saclay, Le Kremlin-Bicêtre, France
- Service d'hépato-Gastroentérologie, Hôpital Antoine-Béclère, Hôpitaux Universitaires Paris-Sud, Assistance Publique-Hôpitaux de Paris, Clamart, France
| | - Ines Ramos
- Nutrition and Metabolism Branch, International Agency for Research On Cancer (IARC-WHO), 25 Avenue Tony Garnier, Lyon, 69007, France
| | - Charlotte Debras
- Nutrition and Metabolism Branch, International Agency for Research On Cancer (IARC-WHO), 25 Avenue Tony Garnier, Lyon, 69007, France
| | - Jessica Blanco
- Nutrition and Metabolism Branch, International Agency for Research On Cancer (IARC-WHO), 25 Avenue Tony Garnier, Lyon, 69007, France
| | - Vivian Viallon
- Nutrition and Metabolism Branch, International Agency for Research On Cancer (IARC-WHO), 25 Avenue Tony Garnier, Lyon, 69007, France
| | - Pietro Ferrari
- Nutrition and Metabolism Branch, International Agency for Research On Cancer (IARC-WHO), 25 Avenue Tony Garnier, Lyon, 69007, France
| | - Anja Olsen
- Danish Cancer Society Research Center, Diet, Cancer and Health, Strandboulevarden 49, Copenhagen, 2100, Denmark
- Department of Public Health, Aarhus University, Bartholins Alle 2, Aarhus C, 8000, Denmark
| | - Anne Tjønneland
- Danish Cancer Society Research Center, Diet, Cancer and Health, Strandboulevarden 49, Copenhagen, 2100, Denmark
- Department of Public Health, Aarhus University, Bartholins Alle 2, Aarhus C, 8000, Denmark
| | - Fie Langmann
- Department of Public Health, Aarhus University, Bartholins Alle 2, Aarhus C, 8000, Denmark
| | - Christina C Dahm
- Department of Public Health, Aarhus University, Bartholins Alle 2, Aarhus C, 8000, Denmark
| | - Joseph Rothwell
- Université Paris-Saclay, UVSQ, Inserm "Exposome and Heredity" Team, CESP U1018, Gustave Roussy, Villejuif, France
| | - Nasser Laouali
- Université Paris-Saclay, UVSQ, Inserm "Exposome and Heredity" Team, CESP U1018, Gustave Roussy, Villejuif, France
| | - Chloé Marques
- Université Paris-Saclay, UVSQ, Inserm "Exposome and Heredity" Team, CESP U1018, Gustave Roussy, Villejuif, France
| | - Matthias B Schulze
- Dept. of Molecular Epidemiology, German Institute of Human Nutrition, Arthur-Scheunert-Allee 114-116, Nuthetal, 14558, Germany
| | - Verena Katzke
- Department of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Rudolf Kaaks
- Department of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Alessandra Macciotta
- Department of Clinical and Biological Sciences, Centre for Biostatistics, Epidemiology, and Public Health (C-BEPH), University of Turin, Turin, Italy
| | - Salvatore Panico
- Dipartimento Di Medicina Clinica E Chirurgia, Federico II University, Naples, Italy
| | - Rosario Tumino
- Hyblean Association for Epidemiological Research, AIRE-ONLUS Ragusa, Ragusa, Italy
| | - Claudia Agnoli
- Department of Research Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, 20133, Italy
| | - Marta Farràs
- Unit of Nutrition and Cancer, Epidemiology Research Program, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, L'Hospitalet de Llobregat, 08908, Spain
| | - Esther Molina-Montes
- Department of Nutrition and Food Science, Campus of Cartuja, University of Granada, Granada, 18071, Spain
- Spanish Consortium for Research On Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, 28029, Spain
- Instituto de Investigación Biosanitaria Ibs. Granada, Granada, 18012, Spain
- Institute of Nutrition and Food Technology (INYTA) 'José Mataix', Biomedical Research Centre, University of Granada, Granada, 18071, Spain
| | - Pilar Amiano
- Spanish Consortium for Research On Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, 28029, Spain
- Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, San Sebastian, Spain
- Biodonostia Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, San Sebastián, Spain
| | - María-Dolores Chirlaque
- Spanish Consortium for Research On Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, 28029, Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca,, Murcia University, Murcia, Spain
| | - Jesús Castilla
- Spanish Consortium for Research On Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, 28029, Spain
- Navarra Public Health Institute - IdiSNA, Pamplona, Spain
| | - Mårten Werner
- Department of Public Health and Clinical Medicine, Medicine, Umeå University, Umeå, SE-901 87, Sweden
| | - Stina Bodén
- Department of Clinical Sciences, Pediatrics, Umeå University, Umeå, SE-901 87, Sweden
| | - Alicia K Heath
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Kostas Tsilidis
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Dagfinn Aune
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- Department of Nutrition, Oslo New University College, Oslo, Norway
- Department of Endocrinology, Morbid Obesity and Preventive Medicine, Oslo University Hospital Ullevål, Oslo, Norway
| | - Elisabete Weiderpass
- Office of the Director, International Agency for Research On Cancer (IARC-WHO), Lyon, France
| | - Heinz Freisling
- Nutrition and Metabolism Branch, International Agency for Research On Cancer (IARC-WHO), 25 Avenue Tony Garnier, Lyon, 69007, France
| | - Marc J Gunter
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Mazda Jenab
- Nutrition and Metabolism Branch, International Agency for Research On Cancer (IARC-WHO), 25 Avenue Tony Garnier, Lyon, 69007, France.
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27
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Neppala S, Rajan J, Yang E, DeFronzo RA. Unexplained Residual Risk In Type 2 Diabetes: How Big Is The Problem? Curr Cardiol Rep 2024; 26:623-633. [PMID: 38634964 DOI: 10.1007/s11886-024-02055-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/01/2024] [Indexed: 04/19/2024]
Abstract
PURPOSE OF REVIEW What is new? Cardiovascular disease (CVD) is the leading cause of mortality in type 2 diabetes (T2D) individuals. Of the major risk factors for CVD, less than 10% of T2D people meet the American Diabetes Association/American Heart Association recommended goals of therapy. The present review examines how much of the absolute cardiovascular (CV) risk in type 2 diabetes patients can be explained by major CV intervention trials. RECENT FINDINGS Multiple long-term cardiovascular (CV) intervention trials have examined the effect of specific target-directed therapies on the MACE endpoint. Only one prospective study, STENO-2, has employed a multifactorial intervention comparing intensified versus conventional treatment of modifiable risk factors in T2D patients, and demonstrated a 20% absolute CV risk reduction. If the absolute CV risk reduction in these trials is added to that in the only prospective multifactorial intervention trial (STENO-2), the unexplained CV risk is 44.1%. What are the clinical implications? Potential explanations for the unaccounted-for reduction in absolute CV risk in type 2 diabetes (T2D) patients are discussed. HYPOTHESIS failure to take into account synergistic interactions between major cardiovascular risk factors is responsible for the unexplained CV risk in T2D patients. Simultaneous treatment of all major CV risk factors to recommended AHA/ADA guideline goals is required to achieve the maximum reduction in CV risk.
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Affiliation(s)
- Sivaram Neppala
- Divisions of Diabetes, UT Health San Antonio, Texas, TX, 75229, USA
- Texas Diabetes Institute, San Antonio, Texas, 78207, USA
| | - Jemema Rajan
- Divisions of Diabetes, UT Health San Antonio, Texas, TX, 75229, USA
- Texas Diabetes Institute, San Antonio, Texas, 78207, USA
| | - Eric Yang
- Divisions of Cardiology, UT Health San Antonio, Texas, TX, USA
| | - Ralph A DeFronzo
- Divisions of Diabetes, UT Health San Antonio, Texas, TX, 75229, USA.
- Texas Diabetes Institute, San Antonio, Texas, 78207, USA.
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28
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Matta K, Viallon V, Botteri E, Peveri G, Dahm C, Nannsen AØ, Olsen A, Tjønneland A, Elbaz A, Artaud F, Marques C, Kaaks R, Katzke V, Schulze MB, Llanaj E, Masala G, Pala V, Panico S, Tumino R, Ricceri F, Derksen JWG, Nøst TH, Sandanger TM, Borch KB, Quirós JR, Castro-Espin C, Sánchez MJ, Atxega AA, Cirera L, Guevara M, Manjer J, Tin Tin S, Heath A, Touvier M, Goldberg M, Weiderpass E, Gunter MJ, Freisling H, Riboli E, Ferrari P. Healthy lifestyle change and all-cause and cancer mortality in the European Prospective Investigation into Cancer and Nutrition cohort. BMC Med 2024; 22:210. [PMID: 38807179 PMCID: PMC11134634 DOI: 10.1186/s12916-024-03362-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 03/18/2024] [Indexed: 05/30/2024] Open
Abstract
BACKGROUND Healthy lifestyles are inversely associated with the risk of noncommunicable diseases, which are leading causes of death. However, few studies have used longitudinal data to assess the impact of changing lifestyle behaviours on all-cause and cancer mortality. METHODS Within the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort, lifestyle profiles of 308,497 cancer-free adults (71% female) aged 35-70 years at recruitment across nine countries were assessed with baseline and follow-up questionnaires administered on average of 7 years apart. A healthy lifestyle index (HLI), assessed at two time points, combined information on smoking status, alcohol intake, body mass index, and physical activity, and ranged from 0 to 16 units. A change score was calculated as the difference between HLI at baseline and follow-up. Associations between HLI change and all-cause and cancer mortality were modelled with Cox regression, and the impact of changing HLI on accelerating mortality rate was estimated by rate advancement periods (RAP, in years). RESULTS After the follow-up questionnaire, participants were followed for an average of 9.9 years, with 21,696 deaths (8407 cancer deaths) documented. Compared to participants whose HLIs remained stable (within one unit), improving HLI by more than one unit was inversely associated with all-cause and cancer mortality (hazard ratio [HR]: 0.84; 95% confidence interval [CI]: 0.81, 0.88; and HR: 0.87; 95% CI: 0.82, 0.92; respectively), while worsening HLI by more than one unit was associated with an increase in mortality (all-cause mortality HR: 1.26; 95% CI: 1.20, 1.33; cancer mortality HR: 1.19; 95% CI: 1.09, 1.29). Participants who worsened HLI by more than one advanced their risk of death by 1.62 (1.44, 1.96) years, while participants who improved HLI by the same amount delayed their risk of death by 1.19 (0.65, 2.32) years, compared to those with stable HLI. CONCLUSIONS Making healthier lifestyle changes during adulthood was inversely associated with all-cause and cancer mortality and delayed risk of death. Conversely, making unhealthier lifestyle changes was positively associated with mortality and an accelerated risk of death.
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Affiliation(s)
- Komodo Matta
- International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Vivian Viallon
- International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | | | - Giulia Peveri
- Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Christina Dahm
- Department of Public Health, Aarhus University, Aarhus, Denmark
| | | | - Anja Olsen
- Department of Public Health, Aarhus University, Aarhus, Denmark
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Anne Tjønneland
- Danish Cancer Society Research Center, Copenhagen, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Alexis Elbaz
- Inserm, Université Paris Saclay, Institut Gustave Roussy, Team Exposome, Heredity, Cancer and Health, CESP UMR 1018, 94807, Villejuif, France
| | - Fanny Artaud
- Inserm, Université Paris Saclay, Institut Gustave Roussy, Team Exposome, Heredity, Cancer and Health, CESP UMR 1018, 94807, Villejuif, France
| | - Chloé Marques
- Inserm, Université Paris Saclay, Institut Gustave Roussy, Team Exposome, Heredity, Cancer and Health, CESP UMR 1018, 94807, Villejuif, France
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Verena Katzke
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Erand Llanaj
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Giovanna Masala
- Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Valeria Pala
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Salvatore Panico
- Dipartimento di Medicina Clinica, Federico II University, Naples, Italy
| | - Rosario Tumino
- Hyblean Association for Epidemiological Research, AIRE ONLUS, Ragusa, Italy
| | - Fulvio Ricceri
- Centre for Biostatistics, Epidemiology, Department of Clinical and Biological Sciences, and Public Health (C-BEPH), University of Turin, Turin, Italy
| | - Jeroen W G Derksen
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Therese Haugdahl Nøst
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU - Norwegian University of Science and Technology, Trondheim, Norway
- Department of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway
| | - Torkjel M Sandanger
- Department of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway
| | | | | | - Carlota Castro-Espin
- International Agency for Research on Cancer (IARC-WHO), Lyon, France
- Unit of Nutrition and Cancer, Catalan Institute of Oncology-ICO, L'Hospitalet de Llobregat, Barcelona, Spain
- Nutrition and Cancer Group, Epidemiology, Public Health, Cancer Prevention and Palliative Care Program, Bellvitge Biomedical Research Institute-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Maria-José Sánchez
- Escuela Andaluza de Salud Pública (EASP), 18011, Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, 18012, Granada, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
- Department of Preventive Medicine and Public Health, University of Granada, 18071, Granada, Spain
| | - Amaia Aizpurua Atxega
- Sub Directorate for Public Health and Addictions of Gipuzkoa, Ministry of Health of the Basque Government, San Sebastian, Spain
- Epidemiology of Chronic and Communicable Diseases Group, Biodonostia Health Research Institute, San Sebastián, Spain
| | - Lluís Cirera
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Department of Health and Social Sciences, University of Murcia, Murcia, Spain
| | - Marcela Guevara
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
- Instituto de Salud Pública y Laboral de Navarra, 31003, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), 31008, Pamplona, Spain
| | - Jonas Manjer
- Department of Surgery, Skåne University Hospital Malmö, Lund University, Malmö, Sweden
| | - Sandar Tin Tin
- Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, England
| | - Alicia Heath
- School of Public Health, Imperial College London, London, UK
| | - Mathilde Touvier
- L'Institut national de la santé et de la recherche médicale (Inserm), Paris, France
| | | | | | - Marc J Gunter
- International Agency for Research on Cancer (IARC-WHO), Lyon, France
- School of Public Health, Imperial College London, London, UK
| | - Heinz Freisling
- International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Elio Riboli
- School of Public Health, Imperial College London, London, UK
| | - Pietro Ferrari
- International Agency for Research on Cancer (IARC-WHO), Lyon, France.
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29
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De Filippis F, Valentino V, Sequino G, Borriello G, Riccardi MG, Pierri B, Cerino P, Pizzolante A, Pasolli E, Esposito M, Limone A, Ercolini D. Exposure to environmental pollutants selects for xenobiotic-degrading functions in the human gut microbiome. Nat Commun 2024; 15:4482. [PMID: 38802370 PMCID: PMC11130323 DOI: 10.1038/s41467-024-48739-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 05/08/2024] [Indexed: 05/29/2024] Open
Abstract
Environmental pollutants from different chemical families may reach the gut microbiome, where they can be metabolized and transformed. However, how our gut symbionts respond to the exposure to environmental pollution is still underexplored. In this observational, cohort study, we aim to investigate the influence of environmental pollution on the gut microbiome composition and potential activity by shotgun metagenomics. We select as a case study a population living in a highly polluted area in Campania region (Southern Italy), proposed as an ideal field for exposomic studies and we compare the fecal microbiome of 359 subjects living in areas with high, medium and low environmental pollution. We highlight changes in gut microbiome composition and functionality that were driven by pollution exposure. Subjects from highly polluted areas show higher blood concentrations of dioxin and heavy metals, as well as an increase in microbial genes related to degradation and/or resistance to these molecules. Here we demonstrate the dramatic effect that environmental xenobiotics have on gut microbial communities, shaping their composition and boosting the selection of strains with degrading capacity. The gut microbiome can be considered as a pivotal player in the environment-health interaction that may contribute to detoxifying toxic compounds and should be taken into account when developing risk assessment models. The study was registered at ClinicalTrials.gov with the identifier NCT05976126.
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Affiliation(s)
- Francesca De Filippis
- Department of Agricultural Sciences, University of Naples Federico II, Via Università, 100, Portici, Italy
- Task Force on Microbiome Studies, University of Naples Federico II, Corso Umberto I, 40, Napoli, Italy
- Istituto Zooprofilattico Sperimentale del Mezzogiorno, Via Salute, 2, Portici, Italy
| | - Vincenzo Valentino
- Department of Agricultural Sciences, University of Naples Federico II, Via Università, 100, Portici, Italy
| | - Giuseppina Sequino
- Department of Agricultural Sciences, University of Naples Federico II, Via Università, 100, Portici, Italy
| | - Giorgia Borriello
- Istituto Zooprofilattico Sperimentale del Mezzogiorno, Via Salute, 2, Portici, Italy
| | | | - Biancamaria Pierri
- National Reference Centre for the Analysis and Study of the Correlation between Environment, Animal and Human, Via Salute, 2, Portici, Italy
| | - Pellegrino Cerino
- National Reference Centre for the Analysis and Study of the Correlation between Environment, Animal and Human, Via Salute, 2, Portici, Italy
| | - Antonio Pizzolante
- National Reference Centre for the Analysis and Study of the Correlation between Environment, Animal and Human, Via Salute, 2, Portici, Italy
| | - Edoardo Pasolli
- Department of Agricultural Sciences, University of Naples Federico II, Via Università, 100, Portici, Italy
- Task Force on Microbiome Studies, University of Naples Federico II, Corso Umberto I, 40, Napoli, Italy
| | - Mauro Esposito
- National Reference Centre for the Analysis and Study of the Correlation between Environment, Animal and Human, Via Salute, 2, Portici, Italy
| | - Antonio Limone
- Istituto Zooprofilattico Sperimentale del Mezzogiorno, Via Salute, 2, Portici, Italy
| | - Danilo Ercolini
- Department of Agricultural Sciences, University of Naples Federico II, Via Università, 100, Portici, Italy.
- Task Force on Microbiome Studies, University of Naples Federico II, Corso Umberto I, 40, Napoli, Italy.
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Shatylo S, Solovyova G. Adaptation and validation of the EPIC-Norfolk food frequency questionnaire for assessing dietary intake in Ukrainian adults. BMJ Nutr Prev Health 2024; 7:160-165. [PMID: 38966104 PMCID: PMC11221282 DOI: 10.1136/bmjnph-2023-000703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 04/02/2024] [Indexed: 07/06/2024] Open
Abstract
Introduction Currently, there are no validated food frequency questionnaires (FFQs) for evaluating nutrient intake in Ukrainian adults. This study aimed to adapt and validate the European Prospective Investigation into Cancer Food Frequency Questionnaire (EPIC-Norfolk FFQ) for this population group. Methods Adults aged 18-54 years (n=90) living in different regions of Ukraine completed the new Ukrainian version of the EPIC-Norfolk FFQ and provided information about their 24-hour dietary recall. Raw and energy-adjusted data were analysed using Spearman's correlation coefficients, Wilcoxon signed-ranks test, cross-classification method, weighted kappa and Bland-Altman analysis. Results Correlations ranged from 0.0738 (retinol equivalents) to 0.458 (total energy and phosphorus) and were statistically significant for all nutrients except cholesterol and vitamin A (as retinol and retinol equivalents). The percentage of participants classified into the same and adjacent quartiles ranged from 61.11% (vitamin A as retinol equivalents) to 81.11% (vitamin D). Gross misclassification into the opposite quartile ranged from 3.33% (magnesium) to 10% (cholesterol, vitamin A as retinol and retinol equivalents). Using the weighted kappa, most nutrients had a fair agreement (ĸ=0.21-0.40). Energy adjustment did not affect the results for most nutrients. Bland-Altman plots confirmed overestimation of the absolute intake of most nutrients and appeared to underestimate total sugars intake by FFQ; nevertheless, there was good agreement between the two methods. Conclusion The new Ukrainian version of the FFQ demonstrated reasonable relative validity for ranking an individual's nutrient intake. The overestimation of the absolute intake of most nutrients is comparable to or even less than that in other FFQ validation studies. We cannot recommend the current Ukrainian version of the FFQ for the assessment of vitamin A (as retinol and retinol equivalents) consumption because of significant differences in results between the two methods.
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Affiliation(s)
- Sofiia Shatylo
- Department of Internal Medicine, Faculty of Dentistry, Bogomolets National Medical University, Kyiv, T. Shevchenko boulevard, 13, Ukraine
| | - Galyna Solovyova
- Department of Internal Medicine, Faculty of Dentistry, Bogomolets National Medical University, Kyiv, T. Shevchenko boulevard, 13, Ukraine
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Zheng JS, Steur M, Imamura F, Freisling H, Johnson L, van der Schouw YT, Tong TY, Weiderpass E, Bajracharya R, Crous-Bou M, Dahm CC, Heath AK, Ibsen DB, Jannasch F, Katzke V, Masala G, Moreno-Iribas C, Sacerdote C, Schulze MB, Sieri S, Wareham NJ, Danesh J, Butterworth AS, Forouhi NG. Dietary intake of plant- and animal-derived protein and incident cardiovascular diseases: the pan-European EPIC-CVD case-cohort study. Am J Clin Nutr 2024; 119:1164-1174. [PMID: 38479550 PMCID: PMC11130694 DOI: 10.1016/j.ajcnut.2024.03.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 02/15/2024] [Accepted: 03/07/2024] [Indexed: 03/28/2024] Open
Abstract
BACKGROUND Epidemiological evidence suggests that a potential association between dietary protein intake and cardiovascular disease (CVD) may depend on the protein source, that is, plant- or animal-derived, but past research was limited and inconclusive. OBJECTIVES To evaluate the association of dietary plant- or animal-derived protein consumption with risk of CVD, and its components ischemic heart disease (IHD) and stroke. METHODS This analysis in the European Prospective Investigation into Cancer and Nutrition (EPIC)-CVD case-cohort study included 16,244 incident CVD cases (10,784 IHD and 6423 stroke cases) and 15,141 subcohort members from 7 European countries. We investigated the association of estimated dietary protein intake with CVD, IHD, and stroke (total, fatal, and nonfatal) using multivariable-adjusted Prentice-weighted Cox regression. We estimated isocaloric substitutions of replacing fats and carbohydrates with plant- or animal-derived protein and replacing food-specific animal protein with plant protein. Multiplicative interactions between dietary protein and prespecified variables were tested. RESULTS Neither plant- nor animal-derived protein intake was associated with incident CVD, IHD, or stroke in adjusted analyses without or with macronutrient-specified substitution analyses. Higher plant-derived protein intake was associated with 22% lower total stroke incidence among never smokers [HR 0.78, 95% confidence intervals (CI): 0.62, 0.99], but not among current smokers (HR 1.08, 95% CI: 0.83, 1.40, P-interaction = 0.004). Moreover, higher plant-derived protein (per 3% total energy) when replacing red meat protein (HR 0.52, 95% CI: 0.31, 0.88), processed meat protein (HR 0.39, 95% CI: 0.17, 0.90), and dairy protein (HR 0.54, 95% CI: 0.30, 0.98) was associated with lower incidence of fatal stroke. CONCLUSION Plant- or animal-derived protein intake was not associated with overall CVD. However, the association of plant-derived protein consumption with lower total stroke incidence among nonsmokers, and with lower incidence of fatal stroke highlights the importance of investigating CVD subtypes and potential interactions. These observations warrant further investigation in diverse populations with varying macronutrient intakes and dietary patterns.
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Affiliation(s)
- Ju-Sheng Zheng
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom; School of Life Sciences, Westlake University, Hangzhou, China.
| | - Marinka Steur
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom; Department of Epidemiology, Erasmus Medical Center, University Medical Center, Rotterdam, the Netherlands
| | - Fumiaki Imamura
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
| | - Heinz Freisling
- International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Laura Johnson
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Yvonne T van der Schouw
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Tammy Yn Tong
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | | | - Rashmita Bajracharya
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Marta Crous-Bou
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO) - Bellvitge Biomedical Research Institute (IDIBELL). L'Hospitalet de Llobregat, Barcelona, Spain; Department of Epidemiology, Harvard T.H. Chan School of Public Health. Boston, MA, United States
| | | | - Alicia K Heath
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
| | - Daniel B Ibsen
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom; Department of Public Health, Aarhus University, Aarhus, Denmark; Steno Diabetes Center Aarhus, Aarhus, Denmark; Department of Nutrition, Sports and Exercise, University of Copenhagen, Copenhagen, Denmark
| | - Franziska Jannasch
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
| | - Verena Katzke
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Giovanna Masala
- Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Conchi Moreno-Iribas
- Instituto de Salud Pública y Laboral de Navarra, Pamplona, Spain; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain; Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany; Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Sabina Sieri
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano Via Venezian, Milan, Italy
| | - Nicholas J Wareham
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
| | - John Danesh
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom; Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge, Cambridge, United Kingdom; British Heart Foundation Centre of Research Excellence, University of Cambridge, Cambridge, United Kingdom; National Institute for Health and Care Research Blood and Transplant Research Unit in Donor Health and Behaviour, University of Cambridge, Cambridge, United Kingdom; Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, Cambridge, United Kingdom; Department of Human Genetics, The Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, United Kingdom
| | - Adam S Butterworth
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom; Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge, Cambridge, United Kingdom; British Heart Foundation Centre of Research Excellence, University of Cambridge, Cambridge, United Kingdom; National Institute for Health and Care Research Blood and Transplant Research Unit in Donor Health and Behaviour, University of Cambridge, Cambridge, United Kingdom; Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, Cambridge, United Kingdom
| | - Nita G Forouhi
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom.
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Pham TT, Nimptsch K, Aleksandrova K, Jenab M, Fedirko V, Wu K, Eriksen AK, Tjønneland A, Severi G, Rothwell J, Kaaks R, Katzke V, Catalano A, Agnoli C, Masala G, De Magistris MS, Tumino R, Vermeulen R, Aizpurua A, Trobajo-Sanmartín C, Chirlaque MD, Sánchez MJ, Lu SSM, Cross AJ, Christakoudi S, Weiderpass E, Pischon T. Pre-diagnostic circulating resistin concentrations and mortality among individuals with colorectal cancer: Results from the European Prospective Investigation into Cancer and Nutrition study. Int J Cancer 2024; 154:1596-1606. [PMID: 38200695 DOI: 10.1002/ijc.34830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 11/13/2023] [Accepted: 12/01/2023] [Indexed: 01/12/2024]
Abstract
Resistin is a protein involved in inflammation and angiogenesis processes and may play a role in the progression of colorectal cancer (CRC). However, it remains unclear whether resistin is associated with increased mortality after CRC diagnosis. We examined pre-diagnostic serum resistin concentrations in relation to CRC-specific and all-cause mortality among 1343 incident CRC cases from the European Prospective Investigation into Cancer and Nutrition cohort. For CRC-specific mortality as the primary outcome, hazard ratios (HRs) and 95% confidence intervals (95% CI) were estimated from competing risk analyses based on cause-specific Cox proportional hazards models and further in sensitivity analyses using Fine-Gray proportional subdistribution hazards models. For all-cause mortality as the secondary outcome, Cox proportional hazards models were used. Subgroup analyses were performed by sex, tumor subsite, tumor stage, body mass index and time to CRC diagnosis. Resistin was measured on a median of 4.8 years before CRC diagnosis. During a median follow-up of 8.2 years, 474 deaths from CRC and 147 deaths from other causes were observed. Resistin concentrations were not associated with CRC-specific mortality (HRQ4vsQ1 = 0.95, 95% CI: 0.73-1.23; Ptrend = .97; and HRper doubling of resistin concentration = 1.00; 95% CI: 0.84-1.19; P = .98) or all-cause mortality. Results from competing risk (sensitivity) analysis were similar. No associations were found in any subgroup analyses. These findings suggest no association between pre-diagnostic circulating resistin concentrations and CRC-specific or all-cause mortality among persons with CRC, and the potential insignificance of resistin in CRC progression.
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Affiliation(s)
- Thu Thi Pham
- Molecular Epidemiology Research Group, Max-Delbrueck-Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
- Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Hum-boldt-Universität zu Berlin, Berlin, Germany
| | - Katharina Nimptsch
- Molecular Epidemiology Research Group, Max-Delbrueck-Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - Krasimira Aleksandrova
- Department of Epidemiological Methods and Etiological Research, Leibniz Institute for Prevention Research and Epidemiology-BIPS, Bremen, Germany
- Faculty of Human and Health Sciences, University of Bremen, Bremen, Germany
| | - Mazda Jenab
- Nutrition and Metabolism Branch, International Agency for Research on Cancer (IARC-WHO), World Health Organization, Lyon, France
| | - Veronika Fedirko
- Department of Epidemiology, University of Texas M.D. Anderson Cancer Center, Houston, Texas, USA
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Kana Wu
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | | | - Anne Tjønneland
- Danish Cancer Society Research Center, Copenhagen, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Gianluca Severi
- Université Paris-Saclay, UVSQ, Inserm "Exposome and Heredity" Team, Villejuif, France
| | - Joseph Rothwell
- Université Paris-Saclay, UVSQ, Inserm "Exposome and Heredity" Team, Villejuif, France
| | - Rudolf Kaaks
- Department of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Verena Katzke
- Department of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Alberto Catalano
- Centre for Biostatistics, Epidemiology, and Public Health, Department of Clinical and Biological Sciences, University of Turin, Orbassano, Italy
| | - Claudia Agnoli
- Epidemiology and Prevention Unit, Department of Epidemiology and Data Science, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Giovanna Masala
- Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | | | - Rosario Tumino
- Hyblean Association for Epidemiological Research, AIRE ONLUS, Ragusa, Italy
| | - Roel Vermeulen
- Institute of Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
| | - Amaia Aizpurua
- Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, San Sebastian, Spain
- Biodonostia Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, San Sebastián, Spain
| | - Camino Trobajo-Sanmartín
- Instituto de Salud Pública y Laboral de Navarra, Pamplona, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Navarre Institute for Health Research (IdiSNA), Pamplona, Spain
| | - María-Dolores Chirlaque
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia University, Murcia, Spain
| | - Maria-Jose Sánchez
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Escuela Andaluza de Salud Pública (EASP), Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain
- Department of Preventive Medicine and Public Health, University of Granada, Granada, Spain
| | - Sai San Moon Lu
- Department of Radiation Sciences, Oncology Unit, Umeå University, Umeå, Sweden
| | - Amanda J Cross
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Sofia Christakoudi
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- Department of Inflammation Biology, School of Immunology and Microbial Sciences, King's College London, London, UK
| | - Elisabete Weiderpass
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Tobias Pischon
- Molecular Epidemiology Research Group, Max-Delbrueck-Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
- Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Hum-boldt-Universität zu Berlin, Berlin, Germany
- Biobank Technology Platform, Max-Delbrueck-Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
- Core Facility Biobank, Berlin Institute of Health, Charité-Universitätsmedizin Berlin, Berlin, Germany
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33
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Zhao Y, Lai Y, Konijnenberg H, Huerta JM, Vinagre-Aragon A, Sabin JA, Hansen J, Petrova D, Sacerdote C, Zamora-Ros R, Pala V, Heath AK, Panico S, Guevara M, Masala G, Lill CM, Miller GW, Peters S, Vermeulen R. Association of Coffee Consumption and Prediagnostic Caffeine Metabolites With Incident Parkinson Disease in a Population-Based Cohort. Neurology 2024; 102:e209201. [PMID: 38513162 PMCID: PMC11175631 DOI: 10.1212/wnl.0000000000209201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 12/14/2023] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Inverse associations between caffeine intake and Parkinson disease (PD) have been frequently implicated in human studies. However, no studies have quantified biomarkers of caffeine intake years before PD onset and investigated whether and which caffeine metabolites are related to PD. METHODS Associations between self-reported total coffee consumption and future PD risk were examined in the EPIC4PD study, a prospective population-based cohort including 6 European countries. Cases with PD were identified through medical records and reviewed by expert neurologists. Hazard ratios (HRs) and 95% CIs for coffee consumption and PD incidence were estimated using Cox proportional hazards models. A case-control study nested within the EPIC4PD was conducted, recruiting cases with incident PD and matching each case with a control by age, sex, study center, and fasting status at blood collection. Caffeine metabolites were quantified by high-resolution mass spectrometry in baseline collected plasma samples. Using conditional logistic regression models, odds ratios (ORs) and 95% CIs were estimated for caffeine metabolites and PD risk. RESULTS In the EPIC4PD cohort (comprising 184,024 individuals), the multivariable-adjusted HR comparing the highest coffee intake with nonconsumers was 0.63 (95% CI 0.46-0.88, p = 0.006). In the nested case-control study, which included 351 cases with incident PD and 351 matched controls, prediagnostic caffeine and its primary metabolites, paraxanthine and theophylline, were inversely associated with PD risk. The ORs were 0.80 (95% CI 0.67-0.95, p = 0.009), 0.82 (95% CI 0.69-0.96, p = 0.015), and 0.78 (95% CI 0.65-0.93, p = 0.005), respectively. Adjusting for smoking and alcohol consumption did not substantially change these results. DISCUSSION This study demonstrates that the neuroprotection of coffee on PD is attributed to caffeine and its metabolites by detailed quantification of plasma caffeine and its metabolites years before diagnosis.
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Affiliation(s)
- Yujia Zhao
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
| | - Yunjia Lai
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
| | - Hilde Konijnenberg
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
| | - José María Huerta
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
| | - Ana Vinagre-Aragon
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
| | - Jara Anna Sabin
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
| | - Johnni Hansen
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
| | - Dafina Petrova
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
| | - Carlotta Sacerdote
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
| | - Raul Zamora-Ros
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
| | - Valeria Pala
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
| | - Alicia K Heath
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
| | - Salvatore Panico
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
| | - Marcela Guevara
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
| | - Giovanna Masala
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
| | - Christina M Lill
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
| | - Gary W Miller
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
| | - Susan Peters
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
| | - Roel Vermeulen
- From the Institute for Risk Assessment Sciences (Y.Z., H.K., S. Peters, R.V.), Utrecht University, the Netherlands; Department of Environmental Health Sciences (Y.L., G.W.M.), Mailman School of Public Health, Columbia University, New York, NY; Department of Epidemiology (J.M.H.), Murcia Regional Health Council-IMIB, Murcia; CIBER Epidemiología y Salud Pública (CIBERESP) (J.M.H., M.G.), Madrid; Movement Disorders Unit (A.V.-A.), Department of Neurology, University Hospital Donostia; BioDonostia Health Research Institute (A.V.-A.), Neurodegenerative Diseases Area, San Sebastián, Spain; Division of Cancer Epidemiology (J.A.S.), German Cancer Research Center (DKFZ), Heidelberg, Germany; Danish Cancer Institute (J.H.), Danish Cancer Society, Copenhagen, Denmark; Escuela Andaluza de Salud Pública (EASP) (D.P.); Instituto de Investigación Biosanitaria-ibs.GRANADA (D.P.), Granada; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) (D.P.), Madrid, Spain; Unit of Cancer Epidemiology (C.S.), Città della Salute e della Scienza University-Hospital, Turin, Italy; Unit of Nutrition and Cancer (R.Z.-R.), Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Epidemiology and Prevention Unit (V.P.), Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy; Department of Epidemiology and Biostatistics (A.K.H., M.G.), School of Public Health, Imperial College London, United Kingdom; School of Medicine (S. Panico), Federico II University, Naples, Italy; de Salud Pública y Laboral de Navarra (M.G.), Pamplona; Navarra Institute for Health Research (IdiSNA) (M.G.), Pamplona, Spain; Institute for Cancer Research (G.M.), Prevention and Clinical Network (ISPRO), Florence, Italy; Institute of Epidemiology and Social Medicine (C.M.L.), University of Münster, Germany; Ageing Epidemiology Research Unit (AGE) (C.M.L.), School of Public Health, Imperial College London, United Kingdom; and University Medical Centre Utrecht (R.V.), the Netherlands
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34
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Sidahmed E, Freedland SJ, Wang M, Wu K, Albanes D, Barnett M, van den Brandt PA, Cook MB, Giles GG, Giovannucci E, Haiman CA, Larsson SC, Key TJ, Loftfield E, Männistö S, McCullough ML, Milne RL, Neuhouser ML, Platz EA, Perez-Cornago A, Sawada N, Schenk JM, Sinha R, Tsugane S, Visvanathan K, Wang Y, White KK, Willett WC, Wolk A, Ziegler RG, Genkinger JM, Smith-Warner SA. Dietary Fiber Intake and Risk of Advanced and Aggressive Forms of Prostate Cancer: A Pooled Analysis of 15 Prospective Cohort Studies. J Acad Nutr Diet 2024:S2212-2672(24)00163-1. [PMID: 38636793 DOI: 10.1016/j.jand.2024.04.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 02/12/2024] [Accepted: 04/08/2024] [Indexed: 04/20/2024]
Abstract
BACKGROUND Evidence of an association between dietary fiber intake and risk of advanced and aggressive forms of prostate cancer (PC) and PC mortality is limited. OBJECTIVE The aim of this study was to examine associations between intakes of dietary fiber overall and by food source and risk of advanced and aggressive forms of PC. DESIGN The study design was a pooled analysis of the primary data from 15 cohorts in 3 continents. Baseline dietary fiber intake was assessed using a validated food frequency questionnaire or diet history in each study. PARTICIPANTS/SETTING There were 842 149 men followed for up to 9 to 22 years between 1985 and 2009 across studies. MAIN OUTCOME MEASURES The primary outcome measures were advanced (stage T4, N1, or M1 or PC mortality), advanced restricted (excluded men with missing stage and those with localized PC who died of PC), and high-grade PC (Gleason score ≥8 or poorly differentiated/undifferentiated) and PC mortality. STATISTICAL ANALYSIS PERFORMED Study-specific multivariable hazard ratios (MVHR) were calculated using Cox proportional hazards regression and pooled using random effects models. RESULTS Intake of dietary fiber overall, from fruits, and from vegetables was not associated with risk of advanced (n = 4863), advanced restricted (n = 2978), or high-grade PC (n = 9673) or PC mortality (n = 3097). Dietary fiber intake from grains was inversely associated with advanced PC (comparing the highest vs lowest quintile, MVHR 0.84; 95% CI 0.76-0.93), advanced restricted PC (MVHR 0.85; 95% CI 0.74-0.97), and PC mortality (MVHR 0.78; 95% CI 0.68-0.89); statistically significant trends were noted for each of these associations (P ≤ .03), and a null association was observed for high-grade PC for the same comparison (MVHR 1.00; 95% CI 0.93-1.07). The comparable results were 1.06 (95% CI 1.01-1.10; P value, test for trend = .002) for localized PC (n = 35,199) and 1.05 (95% CI 0.99-1.11; P value, test for trend = .04) for low/intermediate grade PC (n = 34 366). CONCLUSIONS Weak nonsignificant associations were observed between total dietary fiber intake and risk of advanced forms of PC, high-grade PC, and PC mortality. High dietary fiber intake from grains was associated with a modestly lower risk of advanced forms of PC and PC mortality.
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Affiliation(s)
- Elkhansa Sidahmed
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Stephen J Freedland
- Department of Urology, Cedars-Sinai Medical Center, Los Angeles, California; Urology Section, Durham Veterans Affairs Medical Center, Durham, North Carolina
| | - Molin Wang
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Kana Wu
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts (at time work completed); Vertex Pharmaceuticals, Boston, Massachusetts (current)
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland
| | - Matt Barnett
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Piet A van den Brandt
- Department of Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
| | - Michael B Cook
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Graham G Giles
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia; Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia; Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
| | - Edward Giovannucci
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Christopher A Haiman
- Department of Preventive Medicine, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California
| | - Susanna C Larsson
- Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden; Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Timothy J Key
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Erikka Loftfield
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland
| | - Satu Männistö
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
| | | | - Roger L Milne
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia; Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia; Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
| | - Marian L Neuhouser
- Cancer Prevention Program, Division of Public Health Sciences Fred Hutchinson Cancer Center, Seattle, Washington
| | - Elizabeth A Platz
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | | | - Norie Sawada
- Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo, Japan
| | - Jeannette M Schenk
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Rashmi Sinha
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland
| | - Shoichiro Tsugane
- Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo, Japan
| | - Kala Visvanathan
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Ying Wang
- Department of Population Science, American Cancer Society, Atlanta, Georgia
| | - Kami K White
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | - Walter C Willett
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Alicja Wolk
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden; Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Regina G Ziegler
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland
| | - Jeanine M Genkinger
- Department of Epidemiology, Mailman School of Public Health and Herbert Irving Comprehensive Cancer Center, Columbia University, New York, New York
| | - Stephanie A Smith-Warner
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
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35
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Harewood R, Rothwell JA, Bešević J, Viallon V, Achaintre D, Gicquiau A, Rinaldi S, Wedekind R, Prehn C, Adamski J, Schmidt JA, Jacobs I, Tjønneland A, Olsen A, Severi G, Kaaks R, Katzke V, Schulze MB, Prada M, Masala G, Agnoli C, Panico S, Sacerdote C, Jakszyn PG, Sánchez MJ, Castilla J, Chirlaque MD, Atxega AA, van Guelpen B, Heath AK, Papier K, Tong TYN, Summers SA, Playdon M, Cross AJ, Keski-Rahkonen P, Chajès V, Murphy N, Gunter MJ. Association between pre-diagnostic circulating lipid metabolites and colorectal cancer risk: a nested case-control study in the European Prospective Investigation into Cancer and Nutrition (EPIC). EBioMedicine 2024; 101:105024. [PMID: 38412638 PMCID: PMC10907191 DOI: 10.1016/j.ebiom.2024.105024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 01/26/2024] [Accepted: 02/05/2024] [Indexed: 02/29/2024] Open
Abstract
BACKGROUND Altered lipid metabolism is a hallmark of cancer development. However, the role of specific lipid metabolites in colorectal cancer development is uncertain. METHODS In a case-control study nested within the European Prospective Investigation into Cancer and Nutrition (EPIC), we examined associations between pre-diagnostic circulating concentrations of 97 lipid metabolites (acylcarnitines, glycerophospholipids and sphingolipids) and colorectal cancer risk. Circulating lipids were measured using targeted mass spectrometry in 1591 incident colorectal cancer cases (55% women) and 1591 matched controls. Multivariable conditional logistic regression was used to estimate odds ratios (ORs) and 95% confidence intervals (CIs) for associations between concentrations of individual lipid metabolites and metabolite patterns with colorectal cancer risk. FINDINGS Of the 97 assayed lipids, 24 were inversely associated (nominally p < 0.05) with colorectal cancer risk. Hydroxysphingomyelin (SM (OH)) C22:2 (ORper doubling 0.60, 95% CI 0.47-0.77) and acylakyl-phosphatidylcholine (PC ae) C34:3 (ORper doubling 0.71, 95% CI 0.59-0.87) remained associated after multiple comparisons correction. These associations were unaltered after excluding the first 5 years of follow-up after blood collection and were consistent according to sex, age at diagnosis, BMI, and colorectal subsite. Two lipid patterns, one including 26 phosphatidylcholines and all sphingolipids, and another 30 phosphatidylcholines, were weakly inversely associated with colorectal cancer. INTERPRETATION Elevated pre-diagnostic circulating levels of SM (OH) C22:2 and PC ae C34:3 and lipid patterns including phosphatidylcholines and sphingolipids were associated with lower colorectal cancer risk. This study may provide insight into potential links between specific lipids and colorectal cancer development. Additional prospective studies are needed to validate the observed associations. FUNDING World Cancer Research Fund (reference: 2013/1002); European Commission (FP7: BBMRI-LPC; reference: 313010).
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Affiliation(s)
- Rhea Harewood
- International Agency for Research on Cancer (IARC), 25 Av. Tony Garnier, 69007, Lyon, France.
| | - Joseph A Rothwell
- Centre for Epidemiology and Population Health (U1018), Exposome and Heredity Team, Faculté de Médecine, Université Paris-Saclay, UVSQ, INSERM, Gustave Roussy, F-94805, Villejuif, France
| | - Jelena Bešević
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Vivian Viallon
- International Agency for Research on Cancer (IARC), 25 Av. Tony Garnier, 69007, Lyon, France
| | - David Achaintre
- International Agency for Research on Cancer (IARC), 25 Av. Tony Garnier, 69007, Lyon, France; School of Plant Sciences and Food Security, Faculty of Biology, Tel-Aviv University, Tel Aviv-Yafo, Israel
| | - Audrey Gicquiau
- International Agency for Research on Cancer (IARC), 25 Av. Tony Garnier, 69007, Lyon, France
| | - Sabina Rinaldi
- International Agency for Research on Cancer (IARC), 25 Av. Tony Garnier, 69007, Lyon, France
| | - Roland Wedekind
- International Agency for Research on Cancer (IARC), 25 Av. Tony Garnier, 69007, Lyon, France
| | - Cornelia Prehn
- Metabolomics and Proteomics Core, Helmholtz Zentrum München, 85764, Neuherberg, Germany
| | - Jerzy Adamski
- Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, 8 Medical Drive, Singapore, 117597; Institute of Experimental Genetics, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany; Institute of Biochemistry, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000, Ljubljana, Slovenia
| | - Julie A Schmidt
- Department of Clinical Medicine, Department of Clinical Epidemiology, Aarhus University and Aarhus University Hospital, Olof Palmes Allé 43-45, 8200 Aarhus N, Denmark
| | - Inarie Jacobs
- International Agency for Research on Cancer (IARC), 25 Av. Tony Garnier, 69007, Lyon, France
| | - Anne Tjønneland
- Danish Cancer Society Research Center, Diet, Cancer and Health, Strandboulevarden 49, DK-2100, Copenhagen, Denmark; Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Anja Olsen
- Danish Cancer Society Research Center, Diet, Cancer and Health, Strandboulevarden 49, DK-2100, Copenhagen, Denmark; The Department of Public Health, University of Aarhus, Aarhus, Denmark
| | - Gianluca Severi
- Centre for Epidemiology and Population Health (U1018), Exposome and Heredity Team, Faculté de Médecine, Université Paris-Saclay, UVSQ, INSERM, Gustave Roussy, F-94805, Villejuif, France; Department of Statistics, Computer Science, Applications "G. Parenti", University of Florence, Florence, Italy
| | - Rudolf Kaaks
- German Cancer Research Center (DKFZ), Division of Cancer Epidemiology, Heidelberg, Germany
| | - Verena Katzke
- German Cancer Research Center (DKFZ), Division of Cancer Epidemiology, Heidelberg, Germany
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Arthur-Scheunert-Allee 114-116, 14558, Nuthetal, Germany; Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Marcela Prada
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Arthur-Scheunert-Allee 114-116, 14558, Nuthetal, Germany
| | - Giovanna Masala
- Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Claudia Agnoli
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian, 1, 20133, Milan, Italy
| | - Salvatore Panico
- Dipartimento Di Medicina Clinica E Chirurgia Federico Ii University, Naples, Italy
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Via Santena 7, 10126, Turin, Italy
| | - Paula Gabriela Jakszyn
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO-IDIBELL), Barcelona, Spain; Blanquerna School of Health Sciences, Ramon Llull University, Barcelona, Spain
| | - Maria-Jose Sánchez
- Escuela Andaluza de Salud Pública (EASP), 18011, Granada, Spain; Instituto de Investigación Biosanitaria ibs.GRANADA, 18012, Granada, Spain; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain; Department of Preventive Medicine and Public Health, University of Granada, 18071, Granada, Spain
| | - Jesús Castilla
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain; Instituto de Salud Pública de Navarra - IdiSNA, Pamplona, Spain
| | - María-Dolores Chirlaque
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain; Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia University, Murcia, Spain
| | - Amaia Aizpurua Atxega
- Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, San Sebastian, Spain; Biodonostia Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, San Sebastián, Spain
| | - Bethany van Guelpen
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden; Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden
| | - Alicia K Heath
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Keren Papier
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Tammy Y N Tong
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Scott A Summers
- Department of Nutrition and Integrative Physiology and the Diabetes and Metabolism Research Center, University of Utah, Salt Lake City, Utah, USA
| | - Mary Playdon
- Department of Nutrition and Integrative Physiology and the Diabetes and Metabolism Research Center, University of Utah, Salt Lake City, Utah, USA; Cancer Control and Population Sciences, Huntsman Cancer Institute, Salt Lake City, Utah, USA
| | - Amanda J Cross
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Pekka Keski-Rahkonen
- International Agency for Research on Cancer (IARC), 25 Av. Tony Garnier, 69007, Lyon, France
| | - Véronique Chajès
- International Agency for Research on Cancer (IARC), 25 Av. Tony Garnier, 69007, Lyon, France
| | - Neil Murphy
- International Agency for Research on Cancer (IARC), 25 Av. Tony Garnier, 69007, Lyon, France
| | - Marc J Gunter
- International Agency for Research on Cancer (IARC), 25 Av. Tony Garnier, 69007, Lyon, France; Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
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36
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Morales-Berstein F, Biessy C, Viallon V, Goncalves-Soares A, Casagrande C, Hémon B, Kliemann N, Cairat M, Blanco Lopez J, Al Nahas A, Chang K, Vamos E, Rauber F, Bertazzi Levy R, Barbosa Cunha D, Jakszyn P, Ferrari P, Vineis P, Masala G, Catalano A, Sonestedt E, Borné Y, Katzke V, Bajracharya R, Agnoli C, Guevara M, Heath A, Radoï L, Mancini F, Weiderpass E, Huerta JM, Sánchez MJ, Tjønneland A, Kyrø C, Schulze MB, Skeie G, Lukic M, Braaten T, Gunter M, Millett C, Agudo A, Brennan P, Borges MC, Richmond RC, Richardson TG, Davey Smith G, Relton CL, Huybrechts I. Ultra-processed foods, adiposity and risk of head and neck cancer and oesophageal adenocarcinoma in the European Prospective Investigation into Cancer and Nutrition study: a mediation analysis. Eur J Nutr 2024; 63:377-396. [PMID: 37989797 PMCID: PMC10899298 DOI: 10.1007/s00394-023-03270-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 10/10/2023] [Indexed: 11/23/2023]
Abstract
PURPOSE To investigate the role of adiposity in the associations between ultra-processed food (UPF) consumption and head and neck cancer (HNC) and oesophageal adenocarcinoma (OAC) in the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort. METHODS Our study included 450,111 EPIC participants. We used Cox regressions to investigate the associations between the consumption of UPFs and HNC and OAC risk. A mediation analysis was performed to assess the role of body mass index (BMI) and waist-to-hip ratio (WHR) in these associations. In sensitivity analyses, we investigated accidental death as a negative control outcome. RESULTS During a mean follow-up of 14.13 ± 3.98 years, 910 and 215 participants developed HNC and OAC, respectively. A 10% g/d higher consumption of UPFs was associated with an increased risk of HNC (hazard ratio [HR] = 1.23, 95% confidence interval [CI] 1.14-1.34) and OAC (HR = 1.24, 95% CI 1.05-1.47). WHR mediated 5% (95% CI 3-10%) of the association between the consumption of UPFs and HNC risk, while BMI and WHR, respectively, mediated 13% (95% CI 6-53%) and 15% (95% CI 8-72%) of the association between the consumption of UPFs and OAC risk. UPF consumption was positively associated with accidental death in the negative control analysis. CONCLUSIONS We reaffirmed that higher UPF consumption is associated with greater risk of HNC and OAC in EPIC. The proportion mediated via adiposity was small. Further research is required to investigate other mechanisms that may be at play (if there is indeed any causal effect of UPF consumption on these cancers).
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Affiliation(s)
- Fernanda Morales-Berstein
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK.
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
| | - Carine Biessy
- Nutrition and Metabolism Branch, International Agency for Research on Cancer/World Health Organization, Lyon, France
| | - Vivian Viallon
- Nutrition and Metabolism Branch, International Agency for Research on Cancer/World Health Organization, Lyon, France
| | - Ana Goncalves-Soares
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Corinne Casagrande
- Nutrition and Metabolism Branch, International Agency for Research on Cancer/World Health Organization, Lyon, France
| | - Bertrand Hémon
- Nutrition and Metabolism Branch, International Agency for Research on Cancer/World Health Organization, Lyon, France
| | - Nathalie Kliemann
- Nutrition and Metabolism Branch, International Agency for Research on Cancer/World Health Organization, Lyon, France
- Cancer Research Center of Santa Catarina, CEPON, Florianópolis, Brazil
| | - Manon Cairat
- Nutrition and Metabolism Branch, International Agency for Research on Cancer/World Health Organization, Lyon, France
- Paris-Saclay University, UVSQ, Inserm "Exposome, Heredity, Cancer and Health" Team, CESP U1018, Gustave Roussy, Villejuif, France
| | - Jessica Blanco Lopez
- Nutrition and Metabolism Branch, International Agency for Research on Cancer/World Health Organization, Lyon, France
| | - Aline Al Nahas
- Nutrition and Metabolism Branch, International Agency for Research on Cancer/World Health Organization, Lyon, France
| | - Kiara Chang
- Public Health Policy Evaluation Unit, School of Public Health, Imperial College London, London, UK
| | - Eszter Vamos
- Public Health Policy Evaluation Unit, School of Public Health, Imperial College London, London, UK
| | - Fernanda Rauber
- Preventive Medicine Department of the Medical School, University of São Paulo, São Paulo, Brazil
- Center for Epidemiological Research in Nutrition and Health, University of São Paulo, São Paulo, Brazil
| | - Renata Bertazzi Levy
- Preventive Medicine Department of the Medical School, University of São Paulo, São Paulo, Brazil
- Center for Epidemiological Research in Nutrition and Health, University of São Paulo, São Paulo, Brazil
| | - Diana Barbosa Cunha
- Hésio Cordeiro Institute of Social Medicine, Department of Epidemiology, Rio de Janeiro State University, Rio de Janeiro, RJ, Brazil
| | - Paula Jakszyn
- Unit of Nutrition and Cancer, Catalan Institute of Oncology-ICO, L'Hospitalet de Llobregat, Spain
- Nutrition and Cancer Group; Epidemiology, Public Health, Cancer Prevention and Palliative Care Program, Bellvitge Biomedical Research Institute-IDIBELL, L'Hospitalet de Llobregat, Spain
- Blanquerna Faculty of Health Sciences, Ramon Llull University, Barcelona, Spain
| | - Pietro Ferrari
- Nutrition and Metabolism Branch, International Agency for Research on Cancer/World Health Organization, Lyon, France
| | - Paolo Vineis
- MRC Centre for Environment and Health, School of Public Health, Imperial College London, Norfolk Place, London, W2 1PG, UK
- Italian Institute of Technology, Genoa, Italy
| | - Giovanna Masala
- Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Alberto Catalano
- Centre for Biostatistics, Epidemiology, and Public Health, Department of Clinical and Biological Sciences, University of Turin, 10043, Orbassano, TO, Italy
| | - Emily Sonestedt
- Nutrition Epidemiology, Department of Clinical Sciences Malmö, Faculty of Medicine, Lund University, Lund, Sweden
| | - Yan Borné
- Nutrition Epidemiology, Department of Clinical Sciences Malmö, Faculty of Medicine, Lund University, Lund, Sweden
| | - Verena Katzke
- Department of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Rashmita Bajracharya
- Department of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Claudia Agnoli
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Marcela Guevara
- Instituto de Salud Pública y Laboral de Navarra, 31003, Pamplona, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
- Navarra Institute for Health Research (IdiSNA), 31008, Pamplona, Spain
| | - Alicia Heath
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Loredana Radoï
- Paris-Saclay University, UVSQ, Inserm "Exposome, Heredity, Cancer and Health" Team, CESP U1018, Gustave Roussy, Villejuif, France
| | - Francesca Mancini
- Paris-Saclay University, UVSQ, Inserm "Exposome, Heredity, Cancer and Health" Team, CESP U1018, Gustave Roussy, Villejuif, France
| | - Elisabete Weiderpass
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - José María Huerta
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council-IMIB, Murcia, Spain
| | - María-José Sánchez
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
- Escuela Andaluza de Salud Pública (EASP), 18011, Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, 18012, Granada, Spain
- Department of Preventive Medicine and Public Health, University of Granada, 18071, Granada, Spain
| | - Anne Tjønneland
- Danish Cancer Society Research Center, Diet, Cancer and Health, Strandboulevarden 49, DK-2100, Copenhagen, Denmark
- Department of Public Health, University of Copenhagen, DK-2200, Copenhagen, Denmark
| | - Cecilie Kyrø
- Danish Cancer Society Research Center, Diet, Cancer and Health, Strandboulevarden 49, DK-2100, Copenhagen, Denmark
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Guri Skeie
- Department of Community Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway
| | - Marko Lukic
- Department of Community Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway
| | - Tonje Braaten
- Department of Community Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway
| | - Marc Gunter
- Nutrition and Metabolism Branch, International Agency for Research on Cancer/World Health Organization, Lyon, France
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Christopher Millett
- Public Health Policy Evaluation Unit, School of Public Health, Imperial College London, London, UK
- NOVA National School of Public Health, Public Health Research Centre, Comprehensive Health Research Center, CHRC, NOVA University Lisbon, Lisbon, Portugal
| | - Antonio Agudo
- Unit of Nutrition and Cancer, Catalan Institute of Oncology-ICO, L'Hospitalet de Llobregat, Spain
- Nutrition and Cancer Group; Epidemiology, Public Health, Cancer Prevention and Palliative Care Program, Bellvitge Biomedical Research Institute-IDIBELL, L'Hospitalet de Llobregat, Spain
| | - Paul Brennan
- Genetic Epidemiology Group, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - M Carolina Borges
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Rebecca C Richmond
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Tom G Richardson
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - George Davey Smith
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Caroline L Relton
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Inge Huybrechts
- Nutrition and Metabolism Branch, International Agency for Research on Cancer/World Health Organization, Lyon, France
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Fernández-Martínez NF, Rodríguez-Barranco M, Huerta JM, Gil F, Olmedo P, Molina-Montes E, Guevara M, Zamora-Ros R, Jiménez-Zabala A, Colorado-Yohar SM, Ardanaz E, Bonet C, Amiano P, Chirlaque MD, Pérez-Gómez B, Jiménez-Moleón JJ, Martín-Jiménez M, de Santiago E, Sánchez MJ. Breast cancer risk for the joint exposure to metals and metalloids in women: Results from the EPIC-Spain cohort. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 912:168816. [PMID: 38036124 DOI: 10.1016/j.scitotenv.2023.168816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Revised: 11/21/2023] [Accepted: 11/21/2023] [Indexed: 12/02/2023]
Abstract
Environmental factors play a role in breast cancer development. While metals and metalloids (MMs) include some carcinogens, their association with breast cancer depends on the element studied. Most studies focus on individual MMs, but the combined effects of metal mixtures remain unclear. The aim of this study was to analyze the relationship between the joint exposure to MMs and the risk of developing female breast cancer. We conducted a case-control study within the multicenter prospective EPIC-Spain cohort. Study population comprised 292 incident cases and 286 controls. Plasma concentrations of 16 MMs were quantified at recruitment. Potential confounders were collected using a questionnaire and anthropometric measurements. Mixed-effects logistic regression models were built to explore the effect of individual MMs. Quantile-based g computation models were applied to identify the main mixture components and to estimate the joint effect of the metal mixture. The geometric means were highest for Cu (845.6 ng/ml) and Zn (604.8 ng/ml). Cases had significantly higher Cu concentrations (p = 0.010) and significantly lower Zn concentrations (p < 0.001). Cu (+0.42) and Mn (+0.13) showed the highest positive weights, whereas Zn (-0.61) and W (-0.16) showed the highest negative weights. The joint effect of the metal mixture was estimated at an OR = 4.51 (95%CI = 2.32-8.79), suggesting a dose-response relationship. No evidence of non-linearity or non-additivity was found. An unfavorable exposure profile, primarily characterized by high Cu and low Zn levels, could lead to a significant increase in the risk of developing female breast cancer. Further studies are warranted to confirm these findings.
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Affiliation(s)
- Nicolás Francisco Fernández-Martínez
- Instituto de Investigación Biosanitaria ibs, GRANADA, 18012 Granada, Spain; Escuela Andaluza de Salud Pública (EASP), 18011 Granada, Spain; Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain
| | - Miguel Rodríguez-Barranco
- Instituto de Investigación Biosanitaria ibs, GRANADA, 18012 Granada, Spain; Escuela Andaluza de Salud Pública (EASP), 18011 Granada, Spain; Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain.
| | - José María Huerta
- Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain; Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia University, 30008 Murcia, Spain
| | - Fernando Gil
- Department of Preventive Medicine and Public Health, University of Granada, 18071 Granada, Spain
| | - Pablo Olmedo
- Department of Preventive Medicine and Public Health, University of Granada, 18071 Granada, Spain
| | - Esther Molina-Montes
- Instituto de Investigación Biosanitaria ibs, GRANADA, 18012 Granada, Spain; Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain; Department of Nutrition and Food Science, University of Granada, 18011 Granada, Spain; Institute of Nutrition and Food Technology (INYTA) 'Jose Mataix', Biomedical Research Center, University of Granada, 18071 Granada, Spain
| | - Marcela Guevara
- Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain; Instituto de Salud Pública y Laboral de Navarra, 31003 Pamplona, Spain; Navarra Institute for Health Research (IdiSNA), 31008 Pamplona, Spain
| | - Raúl Zamora-Ros
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO), 08908 Bellvitge, Spain; Biomedical Research Institute (IDIBELL), 08908 Barcelona, Spain
| | - Ana Jiménez-Zabala
- Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain; Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, 20013 San Sebastian, Spain; BioGipuzkoa Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, 20014 San Sebastián, Spain
| | - Sandra Milena Colorado-Yohar
- Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain; Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia University, 30008 Murcia, Spain; Research Group on Demography and Health, National Faculty of Public Health, University of Antioquia, Medellín, Colombia
| | - Eva Ardanaz
- Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain; Instituto de Salud Pública y Laboral de Navarra, 31003 Pamplona, Spain; Navarra Institute for Health Research (IdiSNA), 31008 Pamplona, Spain
| | - Catalina Bonet
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO), 08908 Bellvitge, Spain; Biomedical Research Institute (IDIBELL), 08908 Barcelona, Spain
| | - Pilar Amiano
- Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain; Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, 20013 San Sebastian, Spain; BioGipuzkoa Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, 20014 San Sebastián, Spain
| | - María Dolores Chirlaque
- Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain; Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia University, 30008 Murcia, Spain
| | - Beatriz Pérez-Gómez
- Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain; Department of Epidemiology for Chronic Diseases, National Center of Epidemiology, Instituto de Salud Carlos III, Madrid, Spain
| | - José Juan Jiménez-Moleón
- Instituto de Investigación Biosanitaria ibs, GRANADA, 18012 Granada, Spain; Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain; Department of Legal Medicine and Toxicology, University of Granada, 18016 Granada, Spain
| | - Miguel Martín-Jiménez
- Hospital Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Universidad Complutense, 28007 Madrid, Spain; GEICAM, Spanish Breast Cancer Group, 28703 Madrid, Spain; Consorcio de Investigación Biomédica en Red de Oncología (CIBERONC), 28029 Madrid, Spain
| | - Esperanza de Santiago
- GENYO, Centre for Genomics and Oncological Research: Pfizer, University of Granada, Andalusian Regional Government, PTS Granada, 18016 Granada, Spain
| | - María-José Sánchez
- Instituto de Investigación Biosanitaria ibs, GRANADA, 18012 Granada, Spain; Escuela Andaluza de Salud Pública (EASP), 18011 Granada, Spain; Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain; Department of Legal Medicine and Toxicology, University of Granada, 18016 Granada, Spain
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Schumacher S, Marghawal D, Brunken C, Herzberg J. Patient reported outcome and quality of life measured by a simple questionnaire in patients with symptomatic benign prostate hyperplasia treated by holmium laser enucleation of the prostate (HoLEP). Front Surg 2024; 11:1358701. [PMID: 38389860 PMCID: PMC10881724 DOI: 10.3389/fsurg.2024.1358701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 01/15/2024] [Indexed: 02/24/2024] Open
Abstract
Introduction Holmium Laser Enucleation of the Prostate (HoLEP) is established as an effective transurethral treatment option for LUTS due to BPH with improved postoperative outcome. The aim of this study was to evaluate the medium-term results by patient reported outcome measurement and to detect potential risk factors for postoperative complications or impaired outcome. Methods We performed a retrospective single-center cohort study including all patients undergoing HoLEP in the study center between April 2019 and December 2021. Therefore, perioperative parameters and postoperative outcome was documented and all patients were asked for their outcome (PROM), complications, IPSS, QoL and changes in sexual and continence function by a questionnaire at a single time point. Results In the study period, a total of 541 patients with a mean age of 72.5 ± 8.4 years were treated by HoLEP in the study center. 71.7% of the questionnaires were returned after a mean observation period of 14.9 ± 6.3 month. 91% of the patients reported to the single-timepoint questionnaire reporting a good satisfaction with the procedure and a low postoperative complication rate. The international prostate symptom score could be reduced significantly to 6.2 ± 5.7 (preoperative 19.0 ± 7.2; p < 0.001). Patients with an ASA score ≥ 3, prostate volume > 80 ml, medication with platelet inhibitors or DOAK or preoperative need of an indwelling catheter didn't show an increased complication rate. Conclusion The overall satisfaction with the procedure and its results are high. We could not identify any independent risk factors for postoperative complications after HoLEP. The used questionnaire is a simple tool for postoperative patient reported outcome measurement with a good correlation to clinical parameters.
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Affiliation(s)
| | - David Marghawal
- Department of Urology, Krankenhaus Reinbek St. Adolf-Stift, Reinbek, Germany
| | - Claus Brunken
- Department of Urology, Krankenhaus Reinbek St. Adolf-Stift, Reinbek, Germany
| | - Jonas Herzberg
- Department of Surgery, Krankenhaus Reinbek St. Adolf-Stift, Reinbek, Germany
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39
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Ünal P, Lu Y, Bueno-de-Mesquita B, van Eijck CHJ, Talar-Wojnarowska R, Szentesi A, Gazouli M, Kreivenaite E, Tavano F, Małecka-Wojciesko E, Erőss B, Oliverius M, Bunduc S, Nóbrega Aoki M, Vodickova L, Boggi U, Giaccherini M, Kondrackiene J, Chammas R, Palmieri O, Theodoropoulos GE, Bijlsma MF, Basso D, Mohelnikova-Duchonova B, Soucek P, Izbicki JR, Kiudelis V, Vanella G, Arcidiacono PG, Włodarczyk B, Hackert T, Schöttker B, Uzunoglu FG, Bambi F, Goetz M, Hlavac V, Brenner H, Perri F, Carrara S, Landi S, Hegyi P, Dijk F, Maiello E, Capretti G, Testoni SGG, Petrone MC, Stocker H, Ermini S, Archibugi L, Gentiluomo M, Cavestro GM, Pezzilli R, Di Franco G, Milanetto AC, Sperti C, Neoptolemos JP, Morelli L, Vokacova K, Pasquali C, Lawlor RT, Bazzocchi F, Kupcinskas J, Capurso G, Campa D, Canzian F. Polymorphisms in transcription factor binding sites and enhancer regions and pancreatic ductal adenocarcinoma risk. Hum Genomics 2024; 18:12. [PMID: 38308339 PMCID: PMC10837899 DOI: 10.1186/s40246-024-00576-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 01/23/2024] [Indexed: 02/04/2024] Open
Abstract
Genome-wide association studies (GWAS) are a powerful tool for detecting variants associated with complex traits and can help risk stratification and prevention strategies against pancreatic ductal adenocarcinoma (PDAC). However, the strict significance threshold commonly used makes it likely that many true risk loci are missed. Functional annotation of GWAS polymorphisms is a proven strategy to identify additional risk loci. We aimed to investigate single-nucleotide polymorphisms (SNP) in regulatory regions [transcription factor binding sites (TFBSs) and enhancers] that could change the expression profile of multiple genes they act upon and thereby modify PDAC risk. We analyzed a total of 12,636 PDAC cases and 43,443 controls from PanScan/PanC4 and the East Asian GWAS (discovery populations), and the PANDoRA consortium (replication population). We identified four associations that reached study-wide statistical significance in the overall meta-analysis: rs2472632(A) (enhancer variant, OR 1.10, 95%CI 1.06,1.13, p = 5.5 × 10-8), rs17358295(G) (enhancer variant, OR 1.16, 95%CI 1.10,1.22, p = 6.1 × 10-7), rs2232079(T) (TFBS variant, OR 0.88, 95%CI 0.83,0.93, p = 6.4 × 10-6) and rs10025845(A) (TFBS variant, OR 1.88, 95%CI 1.50,1.12, p = 1.32 × 10-5). The SNP with the most significant association, rs2472632, is located in an enhancer predicted to target the coiled-coil domain containing 34 oncogene. Our results provide new insights into genetic risk factors for PDAC by a focused analysis of polymorphisms in regulatory regions and demonstrating the usefulness of functional prioritization to identify loci associated with PDAC risk.
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Affiliation(s)
- Pelin Ünal
- Genomic Epidemiology Group, German Cancer Research Center, In Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Ye Lu
- Genomic Epidemiology Group, German Cancer Research Center, In Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Bas Bueno-de-Mesquita
- Department for Determinants of Chronic Diseases, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
| | - Casper H J van Eijck
- Department of Surgery, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | | | - Andrea Szentesi
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Maria Gazouli
- Laboratory of Biology, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Edita Kreivenaite
- Gastroenterology Department and Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Francesca Tavano
- Division of Gastroenterology and Research Laboratory, Fondazione IRCCS "Casa Sollievo della Sofferenza" Hospital, San Giovanni Rotondo, FG, Italy
| | | | - Bálint Erőss
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- Center for Translational Medicine, Semmelweis University, Budapest, Hungary
- Division of Pancreatic Diseases, Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Martin Oliverius
- Department of Surgery, University Hospital Kralovske Vinohrady, Third Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Stefania Bunduc
- Center for Translational Medicine, Semmelweis University, Budapest, Hungary
- Division of Pancreatic Diseases, Heart and Vascular Center, Semmelweis University, Budapest, Hungary
- Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
| | - Mateus Nóbrega Aoki
- Laboratory for Applied Science and Technology in Health, Carlos Chagas Institute, Curitiba, PR, Brazil
| | - Ludmila Vodickova
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Plzeň, Czech Republic
- Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
- Institute of Biology and Medical Genetics, Institute of Physiology, 1st Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Ugo Boggi
- Division of General and Transplant Surgery, Pisa University Hospital, Pisa, Italy
| | | | - Jurate Kondrackiene
- Gastroenterology Department and Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Roger Chammas
- Department of Radiology and Oncology, Institute of Cancer of São Paulo, São Paulo, Brazil
| | - Orazio Palmieri
- Division of Gastroenterology and Research Laboratory, Fondazione IRCCS "Casa Sollievo della Sofferenza" Hospital, San Giovanni Rotondo, FG, Italy
| | - George E Theodoropoulos
- First Propaedeutic University Surgery Clinic, Hippocratio General Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Maarten F Bijlsma
- Laboratory for Experimental Oncology and Radiobiology, Center of Experimental Molecular Medicine, Amsterdam UMC Location University of Amsterdam, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
| | - Daniela Basso
- Department of Medicine, Laboratory Medicine, University of Padova, Padua, Italy
| | | | - Pavel Soucek
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Plzeň, Czech Republic
| | - Jakob R Izbicki
- Department of General Visceral and Thoracic Surgery, University of Hamburg Medical Institutions, Hamburg, Germany
| | - Vytautas Kiudelis
- Gastroenterology Department and Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Giuseppe Vanella
- PancreatoBiliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, San Raffaele Scientific Institute, Milan, Italy
- Digestive and Liver Disease Unit, S. Andrea Hospital, Rome, Italy
| | - Paolo Giorgio Arcidiacono
- PancreatoBiliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, San Raffaele Scientific Institute, Milan, Italy
| | - Barbara Włodarczyk
- Department of Digestive Tract Diseases, Medical University of Lodz, Lodz, Poland
| | - Thilo Hackert
- Department of General, Visceral and Transplant Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Ben Schöttker
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany
- Network Aging Research (NAR), Heidelberg University, Heidelberg, Germany
| | - Faik G Uzunoglu
- Department of General Visceral and Thoracic Surgery, University of Hamburg Medical Institutions, Hamburg, Germany
| | - Franco Bambi
- Blood Transfusion Service, Meyer Children's Hospital, Florence, Italy
| | - Mara Goetz
- Department of General Visceral and Thoracic Surgery, University of Hamburg Medical Institutions, Hamburg, Germany
| | - Viktor Hlavac
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Plzeň, Czech Republic
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany
- Network Aging Research (NAR), Heidelberg University, Heidelberg, Germany
- Division of Preventive Oncology, German Cancer Research Center and National Center for Tumor Diseases, Heidelberg, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center, Heidelberg, Germany
| | - Francesco Perri
- Division of Gastroenterology and Research Laboratory, Fondazione IRCCS "Casa Sollievo della Sofferenza" Hospital, San Giovanni Rotondo, FG, Italy
| | - Silvia Carrara
- Endoscopic Unit, Department of Gastroenterology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Stefano Landi
- Department of Biology, University of Pisa, Pisa, Italy
| | - Péter Hegyi
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- János Szentágothai Research Center, University of Pécs, Pécs, Hungary
- Center for Translational Medicine, Semmelweis University, Budapest, Hungary
- Division of Pancreatic Diseases, Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Frederike Dijk
- Department of Pathology, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Evaristo Maiello
- Department of Oncology, Fondazione IRCCS "Casa Sollievo della Sofferenza" Hospital, San Giovanni Rotondo, FG, Italy
| | - Giovanni Capretti
- Pancreatic Unit, IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Sabrina Gloria Giulia Testoni
- PancreatoBiliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, San Raffaele Scientific Institute, Milan, Italy
| | - Maria Chiara Petrone
- PancreatoBiliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, San Raffaele Scientific Institute, Milan, Italy
| | - Hannah Stocker
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany
- Network Aging Research (NAR), Heidelberg University, Heidelberg, Germany
| | - Stefano Ermini
- Blood Transfusion Service, Meyer Children's Hospital, Florence, Italy
| | - Livia Archibugi
- PancreatoBiliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, San Raffaele Scientific Institute, Milan, Italy
- Digestive and Liver Disease Unit, S. Andrea Hospital, Rome, Italy
| | | | - Giulia Martina Cavestro
- Gastroenterology and Gastrointestinal Endoscopy Unit, IRCCS San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | | | - Gregorio Di Franco
- General Surgery Unit, Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | | | - Cosimo Sperti
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padua, Italy
| | - John P Neoptolemos
- Department of General, Visceral and Transplant Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Luca Morelli
- General Surgery Unit, Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Klara Vokacova
- Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
- Institute of Biology and Medical Genetics, Institute of Physiology, 1st Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Claudio Pasquali
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padua, Italy
| | - Rita T Lawlor
- Department of Diagnostics and Public Health, ARC-Net Centre for Applied Research on Cancer, University of Verona, Verona, Italy
| | - Francesca Bazzocchi
- Department of Surgery, Fondazione IRCCS "Casa Sollievo della Sofferenza" Hospital, San Giovanni Rotondo, FG, Italy
| | - Juozas Kupcinskas
- Gastroenterology Department and Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Gabriele Capurso
- PancreatoBiliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, San Raffaele Scientific Institute, Milan, Italy
- Digestive and Liver Disease Unit, S. Andrea Hospital, Rome, Italy
| | - Daniele Campa
- Department of Biology, University of Pisa, Pisa, Italy
| | - Federico Canzian
- Genomic Epidemiology Group, German Cancer Research Center, In Neuenheimer Feld 280, 69120, Heidelberg, Germany.
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Tong TYN, Clarke R, Schmidt JA, Huybrechts I, Noor U, Forouhi NG, Imamura F, Travis RC, Weiderpass E, Aleksandrova K, Dahm CC, van der Schouw YT, Overvad K, Kyrø C, Tjønneland A, Kaaks R, Katzke V, Schiborn C, Schulze MB, Mayen-Chacon AL, Masala G, Sieri S, de Magistris MS, Tumino R, Sacerdote C, Boer JMA, Verschuren WMM, Brustad M, Nøst TH, Crous-Bou M, Petrova D, Amiano P, Huerta JM, Moreno-Iribas C, Engström G, Melander O, Johansson K, Lindvall K, Aglago EK, Heath AK, Butterworth AS, Danesh J, Key TJ. Dietary amino acids and risk of stroke subtypes: a prospective analysis of 356,000 participants in seven European countries. Eur J Nutr 2024; 63:209-220. [PMID: 37804448 PMCID: PMC10799144 DOI: 10.1007/s00394-023-03251-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 09/08/2023] [Indexed: 10/09/2023]
Abstract
PURPOSE Previously reported associations of protein-rich foods with stroke subtypes have prompted interest in the assessment of individual amino acids. We examined the associations of dietary amino acids with risks of ischaemic and haemorrhagic stroke in the EPIC study. METHODS We analysed data from 356,142 participants from seven European countries. Dietary intakes of 19 individual amino acids were assessed using validated country-specific dietary questionnaires, calibrated using additional 24-h dietary recalls. Multivariable-adjusted Cox regression models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) of ischaemic and haemorrhagic stroke in relation to the intake of each amino acid. The role of blood pressure as a potential mechanism was assessed in 267,642 (75%) participants. RESULTS After a median follow-up of 12.9 years, 4295 participants had an ischaemic stroke and 1375 participants had a haemorrhagic stroke. After correction for multiple testing, a higher intake of proline (as a percent of total protein) was associated with a 12% lower risk of ischaemic stroke (HR per 1 SD higher intake 0.88; 95% CI 0.82, 0.94). The association persisted after mutual adjustment for all other amino acids, systolic and diastolic blood pressure. The inverse associations of isoleucine, leucine, valine, phenylalanine, threonine, tryptophan, glutamic acid, serine and tyrosine with ischaemic stroke were each attenuated with adjustment for proline intake. For haemorrhagic stroke, no statistically significant associations were observed in the continuous analyses after correcting for multiple testing. CONCLUSION Higher proline intake may be associated with a lower risk of ischaemic stroke, independent of other dietary amino acids and blood pressure.
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Affiliation(s)
- Tammy Y N Tong
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford, OX3 7LF, UK.
| | - Robert Clarke
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Julie A Schmidt
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford, OX3 7LF, UK
- Departments of Clinical Epidemiology, Clinical Medicine, Aarhus University Hospital and Aarhus University, Aarhus, Denmark
| | - Inge Huybrechts
- Nutrition and Metabolism Branch, International Agency for Research on Cancer (IARC), World Health Organization (WHO), Lyon, France
| | - Urwah Noor
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford, OX3 7LF, UK
| | - Nita G Forouhi
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Fumiaki Imamura
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford, OX3 7LF, UK
| | - Elisabete Weiderpass
- International Agency for Research on Cancer (IARC), World Health Organization (WHO), Lyon, France
| | - Krasimira Aleksandrova
- Department Epidemiological Methods and Etiological Research, Leibniz Institute for Prevention Research and Epidemiology-BIPS, Bremen, Germany
- Faculty of Human and Health Sciences, University of Bremen, Grazer Straße 2, 28359, Bremen, Germany
| | | | - Yvonne T van der Schouw
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Kim Overvad
- Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Cecilie Kyrø
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | | | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Verena Katzke
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Catarina Schiborn
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- Institute for Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Ana-Lucia Mayen-Chacon
- Nutrition and Metabolism Branch, International Agency for Research on Cancer (IARC), World Health Organization (WHO), Lyon, France
| | - Giovanna Masala
- Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Sabina Sieri
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale Dei Tumori Di Milano, Milan, Italy
| | | | - Rosario Tumino
- Hyblean Association for Epidemiological Research AIRE-ONLUS, Ragusa, Italy
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital, Turin, Italy
| | - Jolanda M A Boer
- National Institute for Public Health and the Environment, Bilthoven, The Netherlands
| | - W M Monique Verschuren
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- National Institute for Public Health and the Environment, Bilthoven, The Netherlands
| | - Magritt Brustad
- Department of Community Medicine, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway
- The Public Dental Service Competence Centre of Northern Norway (TkNN), Tromsø, Norway
| | - Therese Haugdahl Nøst
- Department of Community Medicine, Faculty of Health Sciences, UiT the Arctic University of Norway, Tromsø, Norway
- K.G. Jebsen Centre for Genetic Epidemiology, Department of Public Health and Nursing, Norwegian University of Science and Technology, Trondheim, Norway
| | - Marta Crous-Bou
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO)-Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Dafina Petrova
- Escuela Andaluza de Salud Pública (EASP), Granada, Spain
- Instituto de Investigación Biosanitaria Ibs.GRANADA, Granada, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, C. de Melchor Fernández Almagro, Madrid, Spain
| | - Pilar Amiano
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, C. de Melchor Fernández Almagro, Madrid, Spain
- Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, San Sebastian, Spain
- Biodonostia Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, San Sebastián, Spain
| | - José María Huerta
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, C. de Melchor Fernández Almagro, Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
| | - Conchi Moreno-Iribas
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, C. de Melchor Fernández Almagro, Madrid, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, SpainInstituto de Salud Pu´Blica de Navarra, IdiSNA, Navarre Institute for Health Research, Pamplona, Spain
| | - Gunnar Engström
- Department of Clinical Science in Malmö, Lund University, Clinical Research Center, Malmö, Sweden
| | - Olle Melander
- Department of Clinical Science in Malmö, Lund University, Clinical Research Center, Malmö, Sweden
- Department of Emergency and Internal Medicine, Skåne University Hospital, Malmö, Sweden
| | - Kristina Johansson
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Kristina Lindvall
- Department of Epidemiology and Global Health, Umeå University, Umeå, Sweden
| | - Elom K Aglago
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Alicia K Heath
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Adam S Butterworth
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- National Institute for Health Research Blood and Transplant Research Unit in Donor Health and Genomics, University of Cambridge, Cambridge, UK
- British Heart Foundation Centre of Research Excellence, University of Cambridge, Hills Road, Cambridge, UK
- Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, Cambridge, UK
| | - John Danesh
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- National Institute for Health Research Blood and Transplant Research Unit in Donor Health and Genomics, University of Cambridge, Cambridge, UK
- British Heart Foundation Centre of Research Excellence, University of Cambridge, Hills Road, Cambridge, UK
- Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, Cambridge, UK
- Department of Human Genetics, Wellcome Sanger Institute, Hinxton, UK
| | - Timothy J Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford, OX3 7LF, UK
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O’Grady TJ, Rinaldi S, Michels KA, Adami HO, Buring JE, Chen Y, Clendenen TV, D’Aloisio A, DeHart JC, Franceschi S, Freedman ND, Gierach GL, Giles GG, Lacey JV, Lee IM, Liao LM, Linet MS, McCullough ML, Patel AV, Prizment A, Robien K, Sandler DP, Stolzenberg-Solomon R, Weiderpass E, White E, Wolk A, Zheng W, Berrington de Gonzalez A, Kitahara CM. Association of hormonal and reproductive factors with differentiated thyroid cancer risk in women: a pooled prospective cohort analysis. Int J Epidemiol 2024; 53:dyad172. [PMID: 38110618 PMCID: PMC10859160 DOI: 10.1093/ije/dyad172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Accepted: 12/02/2023] [Indexed: 12/20/2023] Open
Abstract
BACKGROUND The incidence of differentiated thyroid cancer (DTC) is higher in women than in men but whether sex steroid hormones contribute to this difference remains unclear. Studies of reproductive and hormonal factors and thyroid cancer risk have provided inconsistent results. METHODS Original data from 1 252 907 women in 16 cohorts in North America, Europe, Australia and Asia were combined to evaluate associations of DTC risk with reproductive and hormonal factors. Multivariable-adjusted Cox proportional hazard models were used to estimate hazard ratios (HRs) and 95% CIs. RESULTS During follow-up, 2142 women were diagnosed with DTC. Factors associated with higher risk of DTC included younger age at menarche (<10 vs 10-11 years; HR, 1.28; 95% CI, 1.00-1.64), younger (<40; HR, 1.31; 95% CI, 1.05-1.62) and older (≥55; HR, 1.33; 95% CI, 1.05-1.68) ages at menopause (vs 40-44 years), ever use of menopausal hormone therapy (HR, 1.16; 95% CI, 1.02-1.33) and previous hysterectomy (HR, 1.25; 95% CI, 1.13-1.39) or bilateral oophorectomy (HR, 1.14; 95% CI, 1.00-1.29). Factors associated with lower risk included longer-term use (≥5 vs <5 years) of oral contraceptives (HR, 0.86; 95% CI, 0.76-0.96) among those who ever used oral contraception and baseline post-menopausal status (HR, 0.82; 95% CI, 0.70-0.96). No associations were observed for parity, duration of menopausal hormone therapy use or lifetime number of reproductive years or ovulatory cycles. CONCLUSIONS Our study provides some evidence linking reproductive and hormonal factors with risk of DTC. Results should be interpreted cautiously considering the modest strength of the associations and potential for exposure misclassification and detection bias. Prospective studies of pre-diagnostic circulating sex steroid hormone measurements and DTC risk may provide additional insight.
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Affiliation(s)
- Thomas J O’Grady
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Department of Epidemiology and Biostatistics, University at Albany School of Public Health, Albany, NY, USA
| | - Sabina Rinaldi
- International Agency for Research on Cancer (IARC/WHO), Lyon, France
| | - Kara A Michels
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Hans-Olov Adami
- Clinical Effectiveness Group, Institute of Health and Society, University of Oslo, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Julie E Buring
- Division of Preventive Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Department of Epidemiology, Harvard TH Chan School of Public Health, Boston, MA, USA
| | - Yu Chen
- Division of Epidemiology, Department of Population Health and NYU Cancer Institute, NYU School of Medicine, New York, NY, USA
| | - Tess V Clendenen
- Division of Epidemiology, Department of Population Health and NYU Cancer Institute, NYU School of Medicine, New York, NY, USA
| | - Aimee D’Aloisio
- Social & Scientific Systems, DLH Holdings Corporation, Durham, NC, USA
| | - Jessica Clague DeHart
- School of Community and Global Health, Claremont Graduate University, Claremont, CA, USA
| | | | - Neal D Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Gretchen L Gierach
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Graham G Giles
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
| | - James V Lacey
- Division of Health Analytics Department of Computational and Quantitative Medicine, Beckman Research Institute, City of Hope, Atlanta, GA, USA
| | - I-Min Lee
- Division of Preventive Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Department of Epidemiology, Harvard TH Chan School of Public Health, Boston, MA, USA
| | - Linda M Liao
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Martha S Linet
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | | | - Alpa V Patel
- Department of Population Science, American Cancer Society, Atlanta, GA, USA
| | - Anna Prizment
- Division of Hematology, Oncology and Transplantation, Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Kim Robien
- Exercise and Nutrition Sciences, Milken Institute School of Public Health, George Washington University, Washington, DC, USA
| | - Dale P Sandler
- Epidemiology Branch, National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA
| | | | | | - Emily White
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, Washington, USA
| | - Alicja Wolk
- Division of Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Amy Berrington de Gonzalez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- The Institute of Cancer Research, London, UK
| | - Cari M Kitahara
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
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42
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Botteri E, Peveri G, Berstad P, Bagnardi V, Hoff G, Heath AK, Cross AJ, Vineis P, Dossus L, Johansson M, Freisling H, Matta K, Huybrechts I, Chen SLF, B Borch K, Sandanger TM, H Nøst T, Dahm CC, Antoniussen CS, Tin Tin S, Fournier A, Marques C, Artaud F, Sánchez MJ, Guevara M, Santiuste C, Agudo A, Bajracharya R, Katzke V, Ricceri F, Agnoli C, Bergmann MM, Schulze MB, Panico S, Masala G, Tjønneland A, Olsen A, Stocks T, Manjer J, Aizpurua-Atxega A, Weiderpass E, Riboli E, Gunter MJ, Ferrari P. Lifestyle changes in middle age and risk of cancer: evidence from the European Prospective Investigation into Cancer and Nutrition. Eur J Epidemiol 2024; 39:147-159. [PMID: 38180593 DOI: 10.1007/s10654-023-01059-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 10/09/2023] [Indexed: 01/06/2024]
Abstract
In this study, we aimed to provide novel evidence on the impact of changing lifestyle habits on cancer risk. In the EPIC cohort, 295,865 middle-aged participants returned a lifestyle questionnaire at baseline and during follow-up. At both timepoints, we calculated a healthy lifestyle index (HLI) score based on cigarette smoking, alcohol consumption, body mass index and physical activity. HLI ranged from 0 (most unfavourable) to 16 (most favourable). We estimated the association between HLI change and risk of lifestyle-related cancers-including cancer of the breast, lung, colorectum, stomach, liver, cervix, oesophagus, bladder, and others-using Cox regression models. We reported hazard ratios (HR) with 95% confidence intervals (CI). Median time between the two questionnaires was 5.7 years, median age at follow-up questionnaire was 59 years. After the follow-up questionnaire, we observed 14,933 lifestyle-related cancers over a median follow-up of 7.8 years. Each unit increase in the HLI score was associated with 4% lower risk of lifestyle-related cancers (HR 0.96; 95%CI 0.95-0.97). Among participants in the top HLI third at baseline (HLI > 11), those in the bottom third at follow-up (HLI ≤ 9) had 21% higher risk of lifestyle-related cancers (HR 1.21; 95%CI 1.07-1.37) than those remaining in the top third. Among participants in the bottom HLI third at baseline, those in the top third at follow-up had 25% lower risk of lifestyle-related cancers (HR 0.75; 95%CI 0.65-0.86) than those remaining in the bottom third. These results indicate that lifestyle changes in middle age may have a significant impact on cancer risk.
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Affiliation(s)
- Edoardo Botteri
- Department of Research, Cancer Registry of Norway, Oslo, Norway
- Section for Colorectal Cancer Screening, Cancer Registry of Norway, Oslo, Norway
| | - Giulia Peveri
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Paula Berstad
- Section for Colorectal Cancer Screening, Cancer Registry of Norway, Oslo, Norway
| | - Vincenzo Bagnardi
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy
| | - Geir Hoff
- Section for Colorectal Cancer Screening, Cancer Registry of Norway, Oslo, Norway
- Department of Research, Telemark Hospital, Skien, Norway
| | - Alicia K Heath
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Amanda J Cross
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Paolo Vineis
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Laure Dossus
- International Agency for Research On Cancer (IARC-WHO), World Health Organization, 25, Avenue Tony Garnier, CS 90627, 69366, Lyon Cedex 07, France
| | - Mattias Johansson
- International Agency for Research On Cancer (IARC-WHO), World Health Organization, 25, Avenue Tony Garnier, CS 90627, 69366, Lyon Cedex 07, France
| | - Heinz Freisling
- International Agency for Research On Cancer (IARC-WHO), World Health Organization, 25, Avenue Tony Garnier, CS 90627, 69366, Lyon Cedex 07, France
| | - Komodo Matta
- International Agency for Research On Cancer (IARC-WHO), World Health Organization, 25, Avenue Tony Garnier, CS 90627, 69366, Lyon Cedex 07, France
| | - Inge Huybrechts
- International Agency for Research On Cancer (IARC-WHO), World Health Organization, 25, Avenue Tony Garnier, CS 90627, 69366, Lyon Cedex 07, France
| | - Sairah L F Chen
- Department of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway
| | - Kristin B Borch
- Department of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway
| | - Torkjel M Sandanger
- Department of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway
| | - Therese H Nøst
- Department of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway
- HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing , NTNU - Norwegian University of Science and Technology , Trondheim, Norway
| | | | | | - Sandar Tin Tin
- Cancer Epidemiology Unit, Oxford Population Health, University of Oxford, Oxford, UK
| | - Agnès Fournier
- Université Paris-Saclay, UVSQ, Inserm "Exposome, Heredity, Cancer and Health" Team, CESP U1018, Gustave Roussy, Villejuif, France
| | - Chloé Marques
- Université Paris-Saclay, UVSQ, Inserm "Exposome, Heredity, Cancer and Health" Team, CESP U1018, Gustave Roussy, Villejuif, France
| | - Fanny Artaud
- Université Paris-Saclay, UVSQ, Inserm "Exposome, Heredity, Cancer and Health" Team, CESP U1018, Gustave Roussy, Villejuif, France
| | - Maria-José Sánchez
- Escuela Andaluza de Salud Pública (EASP), Granada, Spain
- Instituto de Investigación Biosanitaria Ibs.GRANADA, Granada, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Preventive Medicine and Public Health, University of Granada, Granada, Spain
| | - Marcela Guevara
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Instituto de Salud Pública y Laboral de Navarra, 31003, Pamplona, Spain
- Navarre Institute for Health Research (IdiSNA), 31008, Pamplona, Spain
| | - Carmen Santiuste
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
| | - Antonio Agudo
- Unit of Nutrition and Cancer, Catalan Institute of Oncology - ICO, L'Hospitalet de Llobregat, Spain
- Nutrition and Cancer Group; Epidemiology, Public Health, Cancer Prevention and Palliative Care Program, Bellvitge Biomedical Research Institute - IDIBELL, L'Hospitalet de Llobregat, Spain
| | - Rashmita Bajracharya
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Verena Katzke
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Fulvio Ricceri
- Department of Clinical and Biological Sciences, Centre for Biostatistics, Epidemiology, and Public Health, University of Turin, Turin, Italy
| | - Claudia Agnoli
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133, Milan, Italy
| | - Manuela M Bergmann
- German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Salvatore Panico
- Dipartimento di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy
| | - Giovanna Masala
- Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Anne Tjønneland
- Danish Cancer Society Research Center, Copenhagen, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Anja Olsen
- Department of Public Health, Aarhus University, Aarhus, Denmark
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Tanja Stocks
- Department of Translational Medicine, Lund University, Malmö, Sweden
| | - Jonas Manjer
- Department of Surgery, Skåne University Hospital Malmö, Lund University, Malmö, Sweden
| | - Amaia Aizpurua-Atxega
- Epidemiology of Chronic and Communicable Diseases Group, Biodonostia Health Research Institute, San Sebastián, Spain
- Sub Directorate for Public Health and Addictions of Gipuzkoa, Ministry of Health of the Basque Government, San Sebastián, Spain
| | - Elisabete Weiderpass
- International Agency for Research On Cancer (IARC-WHO), World Health Organization, 25, Avenue Tony Garnier, CS 90627, 69366, Lyon Cedex 07, France
| | - Elio Riboli
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Marc J Gunter
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- International Agency for Research On Cancer (IARC-WHO), World Health Organization, 25, Avenue Tony Garnier, CS 90627, 69366, Lyon Cedex 07, France
| | - Pietro Ferrari
- International Agency for Research On Cancer (IARC-WHO), World Health Organization, 25, Avenue Tony Garnier, CS 90627, 69366, Lyon Cedex 07, France.
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Meyer A, Dong C, Chan SSM, Touvier M, Julia C, Huybrechts I, Nicolas G, Oldenburg B, Heath AK, Tong TYN, Key TJ, Tjønneland A, Kyrø C, Kaaks R, Katzke VA, Bergman MM, Palli D, Masala G, Tumino R, Sacerdote C, Colorado‐Yohar SM, Sánchez M, Guevara M, Grip O, Holmgren J, Cross A, Karling P, Hultdin J, Murphy N, Deschasaux‐Tanguy M, Hercberg S, Galan P, Mahamat‐Saleh Y, Amiot A, Gunter MJ, Boutron‐Ruault M, Carbonnel F. Dietary index based on the Food Standards Agency nutrient profiling system and risk of Crohn's disease and ulcerative colitis. Aliment Pharmacol Ther 2024; 59:558-568. [PMID: 38100159 PMCID: PMC10952778 DOI: 10.1111/apt.17835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 09/22/2023] [Accepted: 12/05/2023] [Indexed: 12/20/2023]
Abstract
BACKGROUND Nutri-score is now widely available in food packages in Europe. AIM To study the overall nutritional quality of the diet in relation to risks of Crohn's disease (CD) and ulcerative colitis (UC), in the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort METHODS: We collected dietary data at baseline from validated food frequency questionnaires. We used a dietary index based on the UK Food Standards Agency modified nutrient profiling system (FSAm-NPS-DI) underlying the Nutri-Score label, to measure the nutritional quality of the diet. We estimated the association between FSAm-NPS-DI score, and CD and UC risks using Cox models stratified by centre, sex and age; and adjusted for smoking status, BMI, physical activity, energy intake, educational level and alcohol intake. RESULTS We included 394,255 participants (68.1% women; mean age at recruitment 52.1 years). After a mean follow-up of 13.6 years, there were 184 incident cases of CD and 459 incident cases of UC. Risk of CD was higher in those with a lower nutritional quality, that is higher FSAm-NPS-DI Score (fourth vs. first quartile: aHR: 2.04, 95% CI: 1.24-3.36; p-trend: <0.01). Among items of the FSAm-NPS-DI Score, low intakes of dietary fibre and fruits/vegetables/legumes/nuts were associated with higher risk of CD. Nutritional quality was not associated with risk of UC (fourth vs. first quartile of the FSAm-NPS-DI Score: aHR: 0.91, 95% CI: 0.69-1.21; p-trend: 0.76). CONCLUSIONS A diet with low nutritional quality as measured by the FSAm-NPS-DI Score is associated with a higher risk of CD but not UC.
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Affiliation(s)
- Antoine Meyer
- INSERM, Centre for Research in Epidemiology and Population Health, U1018, Team 9Institut Gustave Roussy, Université Paris SaclayParisFrance
- Department of GastroenterologyUniversity Hospital of Bicêtre, Assistance Publique‐Hôpitaux de Paris and Université Paris‐SaclayParisFrance
| | - Catherine Dong
- INSERM, Centre for Research in Epidemiology and Population Health, U1018, Team 9Institut Gustave Roussy, Université Paris SaclayParisFrance
- Department of GastroenterologyUniversity Hospital of Bicêtre, Assistance Publique‐Hôpitaux de Paris and Université Paris‐SaclayParisFrance
| | - Simon S. M. Chan
- Department of MedicineNorwich Medical School, University of East AngliaNorwichUK
- Department of GastroenterologyNorfolk and Norwich University Hospital NHS TrustNorwichUK
| | - Mathilde Touvier
- Sorbonne Paris Nord University, INSERM U1153, INRAE U1125, CNAM, Nutritional Epidemiology Research Team (EREN), Epidemiology and Statistics Research CenterUniversity Paris Cité (CRESS)BobignyFrance
| | - Chantal Julia
- Sorbonne Paris Nord University, INSERM U1153, INRAE U1125, CNAM, Nutritional Epidemiology Research Team (EREN), Epidemiology and Statistics Research CenterUniversity Paris Cité (CRESS)BobignyFrance
- Department of Public Health, GHU Paris‐Seine‐Saint‐DenisAssistance Publique des Hôpitaux de Paris (AP‐HP)BobignyFrance
| | - Inge Huybrechts
- International Agency for Research on CancerNutrition and Metabolism branchLyonFrance
| | - Geneviève Nicolas
- International Agency for Research on CancerNutrition and Metabolism branchLyonFrance
| | - Bas Oldenburg
- Department of Gastroenterology and HepatologyUniversity Medical CentreUtrechtthe Netherlands
| | - Alicia K. Heath
- Department of Epidemiology and BiostatisticsSchool of Public Health, Imperial College LondonLondonUK
| | - Tammy Y. N. Tong
- Department of Epidemiology and BiostatisticsSchool of Public Health, Imperial College LondonLondonUK
| | - Timothy J. Key
- Cancer Epidemiology Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUK
| | - Anne Tjønneland
- Danish Cancer Society Research CenterCopenhagenDenmark
- Department of Public HealthUniversity of CopenhagenCopenhagenDenmark
| | - Cecilie Kyrø
- Danish Cancer Society Research CenterCopenhagenDenmark
| | - Rudolf Kaaks
- Division of Cancer EpidemiologyGerman Cancer Research Center (DKFZ)HeidelbergGermany
| | | | | | - Domenico Palli
- Molecular and Nutritional Epidemiology UnitCancer Research and Prevention Institute – ISPOFlorenceItaly
| | - Giovanna Masala
- Molecular and Nutritional Epidemiology UnitCancer Research and Prevention Institute – ISPOFlorenceItaly
| | - Rosario Tumino
- Cancer Registry and Histopathology DepartmentAzienda Sanitaria Provinciale (ASP)RagusaItaly
| | - Carlotta Sacerdote
- Unit of Cancer EpidemiologyCittà della Salute e della Scienza University‐HospitalTurinItaly
| | - Sandra M. Colorado‐Yohar
- Department of EpidemiologyMurcia Regional Health Council, IMIB‐ArrixacaMurciaSpain
- CIBER Epidemiologia y Salud Pública (CIBERESP)MadridSpain
- Research Group on Demography and HealthNational School of Public Health, University of AntioquiaMedellínColombia
| | - Maria‐Jose Sánchez
- Escuela Andaluza de Salud Pública (EASP)GranadaSpain
- Instituto de Investigación Biosanitaria ibs.GRANADAGranadaSpain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP)MadridSpain
- Department of Preventive Medicine and Public HealthUniversity of GranadaGranadaSpain
| | - Marcela Guevara
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP)MadridSpain
- Instituto de Salud Pública y Laboral de NavarraPamplonaSpain
| | - Olof Grip
- Department of Gastroenterology and HepatologyUniversity Hospital MalmöMalmöSweden
| | - Johanna Holmgren
- Department of Gastroenterology and HepatologyUniversity Hospital MalmöMalmöSweden
| | - Amanda Cross
- Public Health Policy Evaluation UnitSchool of Public Health, Imperial College LondonLondonUK
| | - Pontus Karling
- Department of Public Health and Clinical Medicine, MedicineUmeå UniversityUmeåSweden
| | - Johan Hultdin
- Department of Medical Biosciences, Clinical ChemistryUmeå UniversityUmeåSweden
| | - Neil Murphy
- International Agency for Research on CancerWorld Health OrganizationLyonFrance
| | - Mélanie Deschasaux‐Tanguy
- Sorbonne Paris Nord University, INSERM U1153, INRAE U1125, CNAM, Nutritional Epidemiology Research Team (EREN), Epidemiology and Statistics Research CenterUniversity Paris Cité (CRESS)BobignyFrance
- Department of Public Health, GHU Paris‐Seine‐Saint‐DenisAssistance Publique des Hôpitaux de Paris (AP‐HP)BobignyFrance
| | - Serge Hercberg
- Sorbonne Paris Nord University, INSERM U1153, INRAE U1125, CNAM, Nutritional Epidemiology Research Team (EREN), Epidemiology and Statistics Research CenterUniversity Paris Cité (CRESS)BobignyFrance
- Department of Public Health, GHU Paris‐Seine‐Saint‐DenisAssistance Publique des Hôpitaux de Paris (AP‐HP)BobignyFrance
| | - Pilar Galan
- Sorbonne Paris Nord University, INSERM U1153, INRAE U1125, CNAM, Nutritional Epidemiology Research Team (EREN), Epidemiology and Statistics Research CenterUniversity Paris Cité (CRESS)BobignyFrance
- Department of Public Health, GHU Paris‐Seine‐Saint‐DenisAssistance Publique des Hôpitaux de Paris (AP‐HP)BobignyFrance
| | - Yahya Mahamat‐Saleh
- INSERM, Centre for Research in Epidemiology and Population Health, U1018, Team 9Institut Gustave Roussy, Université Paris SaclayParisFrance
| | - Aurélien Amiot
- INSERM, Centre for Research in Epidemiology and Population Health, U1018, Team 9Institut Gustave Roussy, Université Paris SaclayParisFrance
- Department of GastroenterologyUniversity Hospital of Bicêtre, Assistance Publique‐Hôpitaux de Paris and Université Paris‐SaclayParisFrance
| | - Marc J. Gunter
- Department of Medical Biosciences, Clinical ChemistryUmeå UniversityUmeåSweden
| | - Marie‐Christine Boutron‐Ruault
- INSERM, Centre for Research in Epidemiology and Population Health, U1018, Team 9Institut Gustave Roussy, Université Paris SaclayParisFrance
| | - Franck Carbonnel
- INSERM, Centre for Research in Epidemiology and Population Health, U1018, Team 9Institut Gustave Roussy, Université Paris SaclayParisFrance
- Department of GastroenterologyUniversity Hospital of Bicêtre, Assistance Publique‐Hôpitaux de Paris and Université Paris‐SaclayParisFrance
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Gil-Lespinard M, Almanza-Aguilera E, Castañeda J, Guiñón-Fort D, Eriksen AK, Tjønneland A, Rothwell JA, Shah S, Cadeau C, Katzke V, Johnson T, Schulze MB, Oliverio A, Pasanisi F, Tumino R, Manfredi L, Masala G, Skeie G, Lundblad MW, Brustad M, Lasheras C, Crous-Bou M, Molina-Montes E, Colorado-Yohar S, Guevara M, Amiano P, Johansson I, Hultdin J, Forouhi NG, Freisling H, Merdas M, Debras C, Heath AK, Aglago EK, Aune D, Zamora-Ros R. Plasma Concentration of 36 (Poly)phenols and Prospective Body Weight Change in Participants from the EPIC Cohort. ANNALS OF NUTRITION & METABOLISM 2024; 80:87-100. [PMID: 38272006 PMCID: PMC10997261 DOI: 10.1159/000535803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 11/25/2023] [Indexed: 01/27/2024]
Abstract
INTRODUCTION Dietary intake of (poly)phenols has been linked to reduced adiposity and body weight (BW) in several epidemiological studies. However, epidemiological evidence on (poly)phenol biomarkers, particularly plasma concentrations, is scarce. We aimed to investigate the associations between plasma (poly)phenols and prospective BW change in participants from the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort. METHODS This study included 761 participants with data on BW at baseline and after 5 years of follow-up. Plasma concentrations of 36 (poly)phenols were measured at baseline using liquid chromatography-tandem mass spectrometry. Associations were assessed through general linear mixed models and multinomial logistic regression models, using change in BW as a continuous or as a categorical variable (BW loss, maintenance, gain), respectively. Plasma (poly)phenols were assessed as log2-transformed continuous variables. The false discovery rate (FDR) was used to control for multiple comparisons. RESULTS Doubling plasma (poly)phenol concentrations showed a borderline trend towards a positive association with BW loss. Plasma vanillic acid showed the strongest association (-0.53 kg/5 years; 95% confidence interval [CI]: -0.99, -0.07). Similar results were observed for plasma naringenin comparing BW loss versus BW maintenance (odds ratio: 1.1; 95% CI: 1.0, 1.2). These results did not remain significant after FDR correction. CONCLUSION Higher concentrations of plasma (poly)phenols suggested a tendency towards 5-year BW maintenance or loss. While certain associations seemed promising, they did not withstand FDR correction, indicating the need for caution in interpreting these results. Further studies using (poly)phenol biomarkers are needed to confirm these suggestive protective trends.
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Affiliation(s)
- Mercedes Gil-Lespinard
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Enrique Almanza-Aguilera
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Jazmín Castañeda
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Daniel Guiñón-Fort
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | | | - Anne Tjønneland
- Danish Cancer Society Research Center, Copenhagen, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Joseph A. Rothwell
- Centre for Epidemiology and Population Health (CESP) U1018, French National Institute of Health and Medical Research (Inserm) “Exposome, Heredity, Cancer and Health” Team, University of Paris-Saclay, Versailles Saint-Quentin-en-Yvelines University (UVSQ), Villejuif, France
| | - Sanam Shah
- Centre for Epidemiology and Population Health (CESP) U1018, French National Institute of Health and Medical Research (Inserm) “Exposome, Heredity, Cancer and Health” Team, University of Paris-Saclay, Versailles Saint-Quentin-en-Yvelines University (UVSQ), Villejuif, France
| | - Claire Cadeau
- Centre for Epidemiology and Population Health (CESP) U1018, French National Institute of Health and Medical Research (Inserm) “Exposome, Heredity, Cancer and Health” Team, University of Paris-Saclay, Versailles Saint-Quentin-en-Yvelines University (UVSQ), Villejuif, France
| | - Verena Katzke
- Department of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Theron Johnson
- Department of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Matthias B. Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Andreina Oliverio
- Department of Epidemiology and Data Science, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Fabrizio Pasanisi
- Dipartimento di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy
| | - Rosario Tumino
- Hyblean Association for Epidemiological Research (AIRE-ONLUS), Ragusa, Italy
| | - Luca Manfredi
- Centre for Biostatistics, Epidemiology, and Public Health (C-BEPH), Department of Clinical and Biological Sciences, University of Turin, Orbassano, Italy
| | - Giovana Masala
- Cancer Risk Factors and Life-Style Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Guri Skeie
- Department of Community Medicine, UIT The Arctic University of Norway, Tromsø, Norway
| | | | - Magritt Brustad
- Department of Community Medicine, UIT The Arctic University of Norway, Tromsø, Norway
- The Public Dental Health Service Competence Centre of Northern Norway, Tromsø, Norway
| | | | - Marta Crous-Bou
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Esther Molina-Montes
- Department of Nutrition and Food Science, Campus of Cartuja, University of Granada, Granada, Spain
- CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain
- Biomedical Research Centre, Institute of Nutrition and Food Technology (INYTA) “José Mataix”, University of Granada, Granada, Spain
| | - Sandra Colorado-Yohar
- CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Biomedical Research Centre, Institute of Nutrition and Food Technology (INYTA) “José Mataix”, University of Granada, Granada, Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Research Group on Demography and Health, National Faculty of Public Health, University of Antioquia, Medellin, Colombia
| | - Marcela Guevara
- CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Navarra Public Health Institute, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Pilar Amiano
- CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Ministry of Health of the Basque Government, Sub-Directorate for Public Health and Addictions of Gipuzkoa, San Sebastian, Spain
- Public Health Division of Gipuzkoa, BioDonostia Research Institute, San Sebastian, Spain
| | | | - Johan Hultdin
- Department of Medical Biosciences, Umeå University, Umeå, Sweden
| | - Nita G. Forouhi
- MRC Epidemiology Unit, Institute of Metabolic Science, Cambridge Biomedical Campus, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Heinz Freisling
- Nutrition and Epidemiology Branch, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Mira Merdas
- Nutrition and Epidemiology Branch, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Charlotte Debras
- Nutrition and Epidemiology Branch, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Alicia K. Heath
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Elom K. Aglago
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Dagfinn Aune
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- Department of Nutrition, Oslo New University College, Oslo, Norway
- Department of Endocrinology, Morbid Obesity and Preventive Medicine, Oslo University Hospital Ulleval, Oslo, Norway
| | - Raul Zamora-Ros
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
- Department of Nutrition, Food Sciences and Gastronomy, Nutrition and Food Safety Research Institute (INSA), Food Innovation Network (XIA), Faculty of Pharmacy and Food Sciences, University of Barcelona, Barcelona, Spain
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Lieb W, Strathmann EA, Röder C, Jacobs G, Gaede KI, Richter G, Illig T, Krawczak M. Population-Based Biobanking. Genes (Basel) 2024; 15:66. [PMID: 38254956 PMCID: PMC10815030 DOI: 10.3390/genes15010066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 12/22/2023] [Accepted: 12/25/2023] [Indexed: 01/24/2024] Open
Abstract
Population-based biobanking is an essential element of medical research that has grown substantially over the last two decades, and many countries are currently pursuing large national biobanking initiatives. The rise of individual biobanks is paralleled by various networking activities in the field at both the national and international level, such as BBMRI-ERIC in the EU. A significant contribution to population-based biobanking comes from large cohort studies and national repositories, including the United Kingdom Biobank (UKBB), the CONSTANCES project in France, the German National Cohort (NAKO), LifeLines in the Netherlands, FinnGen in Finland, and the All of Us project in the U.S. At the same time, hospital-based biobanking has also gained importance in medical research. We describe some of the scientific questions that can be addressed particularly well by the use of population-based biobanks, including the discovery and calibration of biomarkers and the identification of molecular correlates of health parameters and disease states. Despite the tremendous progress made so far, some major challenges to population-based biobanking still remain, including the need to develop strategies for the long-term sustainability of biobanks, the handling of incidental findings, and the linkage of sample-related and sample-derived data to other relevant resources.
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Affiliation(s)
- Wolfgang Lieb
- Institute of Epidemiology and Biobank Popgen, Kiel University, University Hospital Schleswig-Holstein, Campus Kiel, 24105 Kiel, Germany; (E.A.S.); (C.R.)
- German Centre for Lung Research (DZL), Airway Research Centre North (ARCN), 22927 Großhansdorf, Germany; (K.I.G.); (G.R.); (T.I.)
- PopGen 2.0 Biobanking Network (P2N), Kiel University, University Hospital Schleswig-Holstein, Campus Kiel, 24105 Kiel, Germany;
| | - Eike A. Strathmann
- Institute of Epidemiology and Biobank Popgen, Kiel University, University Hospital Schleswig-Holstein, Campus Kiel, 24105 Kiel, Germany; (E.A.S.); (C.R.)
| | - Christian Röder
- Institute of Epidemiology and Biobank Popgen, Kiel University, University Hospital Schleswig-Holstein, Campus Kiel, 24105 Kiel, Germany; (E.A.S.); (C.R.)
- PopGen 2.0 Biobanking Network (P2N), Kiel University, University Hospital Schleswig-Holstein, Campus Kiel, 24105 Kiel, Germany;
- Institute for Experimental Cancer Research (IET), Kiel University, University Hospital Schleswig-Holstein, Campus Kiel, 24105 Kiel, Germany
| | - Gunnar Jacobs
- Institute of Epidemiology and Biobank Popgen, Kiel University, University Hospital Schleswig-Holstein, Campus Kiel, 24105 Kiel, Germany; (E.A.S.); (C.R.)
- PopGen 2.0 Biobanking Network (P2N), Kiel University, University Hospital Schleswig-Holstein, Campus Kiel, 24105 Kiel, Germany;
| | - Karoline I. Gaede
- German Centre for Lung Research (DZL), Airway Research Centre North (ARCN), 22927 Großhansdorf, Germany; (K.I.G.); (G.R.); (T.I.)
- PopGen 2.0 Biobanking Network (P2N), Kiel University, University Hospital Schleswig-Holstein, Campus Kiel, 24105 Kiel, Germany;
- BioMaterialBank (BMB) North, Research Center Borstel, Leibniz Lung Center, 23845 Borstel, Germany
| | - Gesine Richter
- German Centre for Lung Research (DZL), Airway Research Centre North (ARCN), 22927 Großhansdorf, Germany; (K.I.G.); (G.R.); (T.I.)
- PopGen 2.0 Biobanking Network (P2N), Kiel University, University Hospital Schleswig-Holstein, Campus Kiel, 24105 Kiel, Germany;
- Institute of Experimental Medicine (IEM), Division of Biomedical Ethics, Kiel University, University Hospital Schleswig-Holstein, Campus Kiel, 24105 Kiel, Germany
| | - Thomas Illig
- German Centre for Lung Research (DZL), Airway Research Centre North (ARCN), 22927 Großhansdorf, Germany; (K.I.G.); (G.R.); (T.I.)
- Hannover Unified Biobank (HUB), Hannover Medical School, 30625 Hannover, Germany
- German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), 30625 Hannover, Germany
| | - Michael Krawczak
- PopGen 2.0 Biobanking Network (P2N), Kiel University, University Hospital Schleswig-Holstein, Campus Kiel, 24105 Kiel, Germany;
- Institute of Medical Informatics and Statistics (IMIS), Kiel University, University Hospital Schleswig-Holstein, Campus Kiel, 24105 Kiel, Germany
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Katzke VA, Bajracharya R, Nasser MI, Schöttker B, Kaaks R. Number of medically prescribed pharmaceutical agents as predictor of mortality risk: a longitudinal, time-variable analysis in the EPIC-Heidelberg cohort. Sci Rep 2024; 14:106. [PMID: 38167443 PMCID: PMC10762119 DOI: 10.1038/s41598-023-50487-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 12/20/2023] [Indexed: 01/05/2024] Open
Abstract
The number of prescribed medications might be used as proxy indicator for general health status, in models to predict mortality risk. To estimate the time-varying association between active pharmaceutical ingredient (API) count and all-cause mortality, we analyzed data from a population cohort in Heidelberg (Germany), including 25,546 participants with information on medication use collected at 3-yearly intervals from baseline recruitment (1994-1998) until end of 2014. A total of 4548 deaths were recorded until May 2019. Time-dependent modeling was used to estimate hazard ratios (HR) and their 95% confidence intervals (CI) for all-cause mortality in relation to number of APIs used, within three strata of age (≤ 60, > 60 to ≤ 70 and > 70 years) and adjusting for lifestyle-related risk factors. For participants reporting commonly used APIs only (i.e., API types accounting for up to 80% of medication time in the population) total API counts showed no association with mortality risk within any age stratum. However, when at least one of the APIs was less common, the total API count showed a strong relationship with all-cause mortality especially up to age ≤ 60, with HR up to 3.70 (95% CI 2.30-5.94) with 5 or 6 medications and 8.19 (5.61-11.97) for 7 or more APIs (versus none). Between > 60 and 70 years of age this risk association was weaker, with HR up to 3.96 (3.14-4.98) for 7 or more APIs, and above 70 years it was weakened further (HR up to 1.54 (1.34-1.79)). Multiple API-use may predict mortality risk in middle-aged and women and men ≤ 70 years, but only if it includes at least one less frequently used API type. With advancing age, and multiple medication becomes increasingly prevalent, the association of API count with risk of death progressively attenuates, suggesting an increasing complexity with age of underlying mortality determinants.
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Affiliation(s)
- Verena A Katzke
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120, Heidelberg, Germany.
| | - Rashmita Bajracharya
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120, Heidelberg, Germany
| | - Mohamad I Nasser
- Department of Endocrinology and Metabolism, Molecular Endocrinology Laboratory (KMEB), Odense University Hospital, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Ben Schöttker
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120, Heidelberg, Germany
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Castelló A, Rodríguez-Barranco M, Lope V, Guevara M, Colorado-Yohar S, Dorronsoro A, Quirós JR, Castro-Espin C, Sayon-Orea C, Santiuste C, Amiano P, Lasheras C, Sanchez MJ, Pollán M. High adherence to Western dietary pattern increases breast cancer risk (an EPIC-Spain study). Maturitas 2024; 179:107868. [PMID: 37925868 DOI: 10.1016/j.maturitas.2023.107868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 09/25/2023] [Accepted: 10/10/2023] [Indexed: 11/07/2023]
Abstract
OBJECTIVE To explore the association between three previously identified and validated dietary patterns (Western, Prudent and Mediterranean) and breast cancer risk by tumour subtype and menopausal status. METHODS Data from the Spanish cohort of the European Prospective Investigation into Cancer and Nutrition study provided epidemiological information (including diet and cancer incidence) from 24,892 women (639 breast cancer cases) recruited between 1992 and 1996. The associations between adherence to the three dietary patterns and breast cancer risk (overall and by tumour subtype) were explored by fitting multivariate Cox proportional hazards regression models stratified by region, among other variables. A possible interaction with menopausal status (changing over time) was explored. RESULTS No clear association of the Prudent and Mediterranean dietary patterns with breast cancer risk was found. When compared with women with a level of adherence to the Western diet in the first quartile, women with a level of adherence in the third (hazard ratio (95 % confidence interval) (HR(95%CI)):1.37 (1.07;1.77)) and fourth quartiles (1.37 (1.03;1.83)); p for curvature of splines = 0.016) showed a non-linear increased risk, especially postmenopausal women (HR (95 % CI) 1.30 (0.98;1.72) in the third and 1.42 (1.04;1.94) in the fourth quartiles; p for curvature of splines = 0.081) and for estrogen or progesterone receptor positive with human epidermal growth factor receptor 2 negative tumours (HR (95 % CI) 1.62 (1.10;2.38) and 1.71 (1.11;2.63) for the third and fourth quartiles respectively; p for curvature of splines = 0.013). CONCLUSIONS Intake of foods such as high-fat dairy products, red and processed meats, refined grains, sweets, caloric drinks, convenience food and sauces might be associated with a higher risk of breast cancer.
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Affiliation(s)
- Adela Castelló
- Cancer and Environmental Epidemiology Unit, National Centre for Epidemiology, Carlos III Institute of Health, Madrid, Spain; Consortium for Biomedical Research in Epidemiology & Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
| | - Miguel Rodríguez-Barranco
- Consortium for Biomedical Research in Epidemiology & Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain; Escuela Andaluza de Salud Pública, 18011 Granada, Spain; Instituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain.
| | - Virginia Lope
- Cancer and Environmental Epidemiology Unit, National Centre for Epidemiology, Carlos III Institute of Health, Madrid, Spain; Consortium for Biomedical Research in Epidemiology & Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
| | - Marcela Guevara
- Consortium for Biomedical Research in Epidemiology & Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain; Instituto de Salud Pública de Navarra, 31003 Pamplona, Spain; Navarra Institute for Health Research (IdiSNA), 31008 Pamplona, Spain.
| | - Sandra Colorado-Yohar
- Consortium for Biomedical Research in Epidemiology & Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain; Department of Epidemiology, Murcia Regional Health Council, IMIB, Murcia, Spain; Research Group on Demography and Health, National Faculty of Public Health, University of Antioquia, Medellín, Colombia
| | - Ane Dorronsoro
- Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, 20013 San Sebastian, Spain; Biodonostia Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, 20014 San Sebastián, Spain.
| | | | - Carlota Castro-Espin
- Unit of Nutrition and Cancer, Catalan Institute of Oncology-ICO, L'Hospitalet de Llobregat, 08908 Barcelona, Spain; Nutrition and Cancer Group, Epidemiology, Public Health, Cancer Prevention and Palliative Care Program, Bellvitge Biomedical Research Institute-IDIBELL, L'Hospitalet de Llobregat, 08908 Barcelona, Spain.
| | - Carmen Sayon-Orea
- Instituto de Salud Pública de Navarra, 31003 Pamplona, Spain; Navarra Institute for Health Research (IdiSNA), 31008 Pamplona, Spain; Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain; Department of Preventive Medicine and Public Health, University of Navarra, Pamplona, Spain.
| | - Carmen Santiuste
- Consortium for Biomedical Research in Epidemiology & Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain; Department of Epidemiology, Murcia Regional Health Council, IMIB, Murcia, Spain.
| | - Pilar Amiano
- Consortium for Biomedical Research in Epidemiology & Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain; Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, 20013 San Sebastian, Spain; Biodonostia Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, 20014 San Sebastián, Spain.
| | - Cristina Lasheras
- Functional Biology Department, University of Oviedo, 33006 Oviedo, Spain.
| | - María-José Sanchez
- Consortium for Biomedical Research in Epidemiology & Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain; Escuela Andaluza de Salud Pública, 18011 Granada, Spain; Instituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain; Department of Preventive Medicine and Public Health, University of Granada, 18071 Granada, Spain.
| | - Marina Pollán
- Cancer and Environmental Epidemiology Unit, National Centre for Epidemiology, Carlos III Institute of Health, Madrid, Spain; Consortium for Biomedical Research in Epidemiology & Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
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48
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Fernández-Martínez NF, Rodríguez-Barranco M, Zamora-Ros R, Guevara M, Colorado-Yohar SM, Jiménez-Zabala A, Arrebola JP, Iribarne-Durán LM, Molina G, Agudo A, Trobajo-Sanmartín C, Chirlaque MD, Amiano P, Sánchez MJ. Relationship between exposure to parabens and benzophenones and prostate cancer risk in the EPIC-Spain cohort. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:6186-6199. [PMID: 38147240 DOI: 10.1007/s11356-023-31682-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 12/19/2023] [Indexed: 12/27/2023]
Abstract
The etiology of prostate cancer is not fully elucidated. Among environmental risk factors, endocrine-disrupting chemicals (EDCs) deserve special mention, as they alter metabolic pathways involved in hormone-dependent cancers. Epidemiological evidence assessing the carcinogenicity of EDCs is scarce. The aim of this study was to analyze the relationship between exposure to parabens and benzophenones and prostate cancer risk. We conducted a case-cohort study nested within the EPIC-Spain prospective multi-center cohort. Study population comprised 1,838 sub-cohort participants and 467 non-sub-cohort prostate cancer cases. Serum concentrations of four parabens and two benzophenones were assessed at recruitment. Covariates included age, physical activity, tobacco smoking, alcohol consumption, body mass index, educational level and diabetes. Borgan II weighted Cox proportional hazard models stratified by study center were applied. Median follow-up time was 18.6 years (range = 1.0-21.7 years). Most sub-cohort participants reached primary education at most (65.5%), were overweight (57.7%) and had a low level of physical activity (51.3%). Detection percentages varied widely, being lowest for butyl-paraben (11.3%) and highest for methyl-paraben (80.7%), which also showed the highest geometric mean (0.95 ng/ml). Cases showed significantly higher concentrations of methyl-paraben (p = 0.041) and propyl-paraben (p < 0.001). In the multivariable analysis, methyl-paraben - log-transformed (HR = 1.07; 95%CI = 1.01-1.12) and categorized into tertiles (HR = 1.60 for T3; 95%CI = 1.16-2.20) -, butyl-paraben - linear (HR = 1.19; 95%CI = 1.14-1.23) and log-transformed (HR = 1.17; 95%CI = 1.01-1.35) - and total parabens - log-transformed (HR = 1.09; 95%CI = 1.02-1.17) and categorized into tertiles (HR = 1.62 for T3; 95%CI = 1.10-2.40) - were associated with an increased prostate cancer risk. In this study, higher concentrations of methyl-, butyl-, and total parabens were positively associated with prostate cancer risk. Further research is warranted to confirm these findings.
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Affiliation(s)
- Nicolás Francisco Fernández-Martínez
- Instituto de Investigación Biosanitaria Ibs.GRANADA, 18012, Granada, Spain
- Escuela Andaluza de Salud Pública (EASP), Cuesta del Observatorio, 4. 18011, Granada, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
| | - Miguel Rodríguez-Barranco
- Instituto de Investigación Biosanitaria Ibs.GRANADA, 18012, Granada, Spain.
- Escuela Andaluza de Salud Pública (EASP), Cuesta del Observatorio, 4. 18011, Granada, Spain.
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain.
| | - Raúl Zamora-Ros
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), 08908, Barcelona, Spain
| | - Marcela Guevara
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
- Navarra Public Health Institute, 31003, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), 31008, Pamplona, Spain
| | - Sandra Milena Colorado-Yohar
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
- Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia University, 30008, Murcia, Spain
| | - Ana Jiménez-Zabala
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
- Sub Directorate for Public Health and Addictions of Gipuzkoa, Ministry of Health of the Basque Government, 20013, San Sebastian, Spain
- Biodonostia Health Research Institute, 20014, San Sebastián, Spain
| | - Juan Pedro Arrebola
- Instituto de Investigación Biosanitaria Ibs.GRANADA, 18012, Granada, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
- Department of Preventive Medicine and Public Health, University of Granada, 18071, Granada, Spain
| | - Luz María Iribarne-Durán
- Instituto de Investigación Biosanitaria Ibs.GRANADA, 18012, Granada, Spain
- Department of Radiology, School of Medicine, University of Granada, 18071, Granada, Spain
| | - Germán Molina
- Department of Preventive Medicine and Public Health, University Hospital of Santiago de Compostela, 15706 A, Coruña, Spain
| | - Antonio Agudo
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), 08908, Barcelona, Spain
| | - Camino Trobajo-Sanmartín
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
- Navarra Public Health Institute, 31003, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), 31008, Pamplona, Spain
| | - María Dolores Chirlaque
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
- Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia University, 30008, Murcia, Spain
- Department of Health and Social Sciences, Murcia University, 30100, Murcia, Spain
| | - Pilar Amiano
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
- Sub Directorate for Public Health and Addictions of Gipuzkoa, Ministry of Health of the Basque Government, 20013, San Sebastian, Spain
- Biodonostia Health Research Institute, 20014, San Sebastián, Spain
| | - María-José Sánchez
- Instituto de Investigación Biosanitaria Ibs.GRANADA, 18012, Granada, Spain
- Escuela Andaluza de Salud Pública (EASP), Cuesta del Observatorio, 4. 18011, Granada, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain
- Department of Preventive Medicine and Public Health, University of Granada, 18071, Granada, Spain
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49
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Fiolet T, Nicolas G, Casagrande C, Horvath Z, Frenoy P, Weiderpass E, Gunter MJ, Manjer J, Sonestedt E, Palli D, Simeon V, Tumino R, Bueno-de-Mesquita B, Huerta JM, Rodriguez-Barranco M, Abilleira E, Sacerdote C, Schulze MB, Heath AK, Rylander C, Skeie G, Nøst TH, Tjønneland A, Olsen A, Pala V, Kvaskoff M, Huybrechts I, Mancini FR. Dietary intakes of dioxins and polychlorobiphenyls (PCBs) and mortality: EPIC cohort study in 9 European countries. Int J Hyg Environ Health 2024; 255:114287. [PMID: 37989047 DOI: 10.1016/j.ijheh.2023.114287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 10/28/2023] [Accepted: 10/31/2023] [Indexed: 11/23/2023]
Abstract
Dioxins and polychlorinated biphenyls (PCBs) are toxic, endocrine disruptors and persistent chemicals for which the main exposure source is diet due to their bioaccumulation and biomagnification in food chains. Cohort studies in the general populations have reported inconsistent associations between these chemicals in serum/plasma and mortality. Our objective was to study the association between dietary intake of 17 dioxins and 35 PCBs and all-cause, cancer-specific and cardiovascular-specific mortalities were assessed in the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort. Dietary intake of dioxins and PCBs was assessed combining EPIC food consumption data with European food contamination data provided by the European Food Safety Authority. We applied multivariable Cox regressions. The analysis included 451,390 adults (mean ± SD age:51.1 ± 9.7 years) with 46,627 deaths and a median follow-up of 17.4 years (IQR = 15.2-19.1). A U-shaped non-linear association with all-cause mortality for dietary intake of dioxins (Pnon-linearity<0.0001), DL-PCB (Pnon-linearity = 0.0001), and NDL-PCBs (Pnon-linearity<0.01) was observed. For example, the hazard ratios (95%Confidance interval) for all-cause mortality obtained with the spline model was equal to 1.03 (1.02-1.05) for low levels of intake to dioxins (7 pg TEQ/day), 0.93 (0.90-0.96) for moderate levels of intake (25 pg TEQ/day), while for high levels of intake (55 pg TEQ/day) it was 1.03 (0.97-1.09). Intake of dioxins, DL-PCBs and NDL-PCBs was not associated with cardiovascular mortality. There was no association between intakes of dioxins and cancer mortality, but a U-shaped association was observed for intake of DL-PCBs and intakes of NDL-PCBs and cancer mortality. The PCBs and dioxins are known to have endocrine disrupting properties which can lead to non-monotonic dose responses. These results need to be interpreted with caution and further studies are needed to better clarify the association between dietary intake of dioxins and PCB and mortality in the general population.
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Affiliation(s)
- Thibault Fiolet
- Paris-Saclay University, UVSQ, Univ. Paris-Sud, Inserm, Gustave Roussy, "Exposome and Heredity" Team, CESP, F-94805, Villejuif, France; European Food Safety Authority, Via Carlo Magno 1A, 43126, Parma, Italy
| | - Geneviève Nicolas
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, 150 cours Albert Thomas, CEDEX 08, 69372, Lyon, France
| | - Corinne Casagrande
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, 150 cours Albert Thomas, CEDEX 08, 69372, Lyon, France
| | - Zsuzsanna Horvath
- European Food Safety Authority, Via Carlo Magno 1A, 43126, Parma, Italy
| | - Pauline Frenoy
- Paris-Saclay University, UVSQ, Univ. Paris-Sud, Inserm, Gustave Roussy, "Exposome and Heredity" Team, CESP, F-94805, Villejuif, France
| | - Elisabete Weiderpass
- International Agency for Research on Cancer, 150 cours Albert Thomas, CEDEX 08, 69372, Lyon, France
| | - Marc J Gunter
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, 150 cours Albert Thomas, CEDEX 08, 69372, Lyon, France
| | - Jonas Manjer
- Dept. Surgery, Skåne University Hospital Malmö. Lund University, Malmö, Sweden
| | - Emily Sonestedt
- Nutritional Epidemiology, Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Vittorio Simeon
- Dipartimento di salute mentale e fisica e medicina preventive, Vanvitelli University, Naples, Italy
| | - Rosario Tumino
- Hyblean Association for Cancer Epidemiology, AIRE ONLUS, Ragusa, Italy
| | - Bas Bueno-de-Mesquita
- Centre for Nutrition, Prevention and Health Services, National Institute for Public Health and the Environment (RIVM), PO Box 1, 3720, BA, Bilthoven, the Netherlands
| | - José María Huerta
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Madrid, Spain; Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
| | - Miguel Rodriguez-Barranco
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Madrid, Spain; Escuela Andaluza de Salud Pública (EASP), 18011, Granada, Spain; Instituto de Investigación Biosanitaria ibs.GRANADA, 18012, Granada, Spain
| | - Eunate Abilleira
- Ministry of Health of the Basque Government, Directorate for Public Health and Addictions, Public Health Laboratory in Gipuzkoa, San Sebastián, Spain; Biodonostia Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, San Sebastián, Spain
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital, Via Santena 7, 10126, Turin, Italy
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition, Potsdam-Rehruecke, Nuthetal, Germany; Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Alicia K Heath
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Charlotta Rylander
- Department of Community Medicine, UIT The Arctic University of Norway, N-9037, Tromsø, Norway
| | - Guri Skeie
- Department of Community Medicine, UIT The Arctic University of Norway, N-9037, Tromsø, Norway
| | - Therese Haugdahl Nøst
- Department of Community Medicine, UIT The Arctic University of Norway, N-9037, Tromsø, Norway
| | - Anne Tjønneland
- Danish Cancer Society Research Center Diet, Cancer and Health, Strandboulevarden 49, DK-2100, Copenhagen, Denmark; Department of Public Health, University of Copenhagen, Denmark
| | - Anja Olsen
- Danish Cancer Society Research Center Diet, Cancer and Health, Strandboulevarden 49, DK-2100, Copenhagen, Denmark; Department of Public Health, University of Aarhus, Denmark
| | - Valeria Pala
- Epidemiology and Prevention Unit. Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Italy
| | - Marina Kvaskoff
- Paris-Saclay University, UVSQ, Univ. Paris-Sud, Inserm, Gustave Roussy, "Exposome and Heredity" Team, CESP, F-94805, Villejuif, France
| | - Inge Huybrechts
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, 150 cours Albert Thomas, CEDEX 08, 69372, Lyon, France
| | - Francesca Romana Mancini
- Paris-Saclay University, UVSQ, Univ. Paris-Sud, Inserm, Gustave Roussy, "Exposome and Heredity" Team, CESP, F-94805, Villejuif, France.
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50
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Marrone G, Urciuoli S, Candi E, Bernini R, Vanni G, Masci C, Guerriero C, Mancini M, De Lorenzo A, Vignolini P, Noce A. Biological Activities of Molecules Derived from Olea europaea L. Tested In Vitro. Life (Basel) 2023; 14:49. [PMID: 38255664 PMCID: PMC10820526 DOI: 10.3390/life14010049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 12/22/2023] [Accepted: 12/23/2023] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND Extra virgin olive oil is a typical food of the Mediterranean area, obtained by pressing Olea europaea L. fruits. Its polyphenols have been studied for their antioxidant function and protective action against cancer and chronic kidney disease. In this in vitro study, we tested titrated extracts from Olea europaea L. on a human embryonic kidney 293 (HEK-293E) cell line, regarding their pro-apoptotic and antiproliferative capacities, using " IncuCyte® S3 Live-Cell Analysis System". MATERIALS AND METHODS We selected Olea europaea L. active compounds like hydroxytyrosol (HT) and oleuropein (OLE). These extracts were tested at different concentrations and characterized by HPLC-DAD-MS for the content in secondary active metabolites. The real-time observation of cell behavior was performed by IncuCyte, which can quantitatively analyze the cell proliferation and death. RESULTS This study showed that all the tested extracts can significantly inhibit cellular growth at 50 µM but the reduced proliferation is not related to an increase in cellular apoptosis. Instead, the same analysis performed by using extracts at 100 µM reveals that they can inhibit cellular growth, further inducing cellular apoptosis. CONCLUSIONS The results on the HEK-293E cells confirmed the antiproliferative and proapoptotic actions of active compounds from an Olea europaea L. matrix in this cell line.
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Affiliation(s)
- Giulia Marrone
- Department of Systems Medicine, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Silvia Urciuoli
- PHYTOLAB (Pharmaceutical, Cosmetic, Food Supplement, Technology and Analysis)—DiSIA, University of Florence, 50019 Florence, Italy; (S.U.)
| | - Eleonora Candi
- Department of Experimental Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy
- Istituto Dermatopatico Dell’Immacolata—IDI, Istituto di Ricovero e Cura a Carattere Scientifico—IRCCS, Via Monti di Creta 104, 00166 Rome, Italy
| | - Roberta Bernini
- Department of Agriculture and Forest Sciences (DAFNE), University of Tuscia, Via San Camillo de Lellis, 01100 Viterbo, Italy
| | - Gianluca Vanni
- Breast Unit, Department of Surgical Science, Policlinico Tor Vergata University, 00133 Rome, Italy
| | - Claudia Masci
- Department of Systems Medicine, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Cristina Guerriero
- Department of Systems Medicine, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Mara Mancini
- Istituto Dermatopatico Dell’Immacolata—IDI, Istituto di Ricovero e Cura a Carattere Scientifico—IRCCS, Via Monti di Creta 104, 00166 Rome, Italy
| | - Antonino De Lorenzo
- Section of Clinical Nutrition and Nutrigenomic, Department of Biomedicine and Prevention, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Pamela Vignolini
- PHYTOLAB (Pharmaceutical, Cosmetic, Food Supplement, Technology and Analysis)—DiSIA, University of Florence, 50019 Florence, Italy; (S.U.)
| | - Annalisa Noce
- Department of Systems Medicine, University of Rome Tor Vergata, 00133 Rome, Italy
- UOSD Nephrology and Dialysis, Policlinico Tor Vergata, 00133 Rome, Italy
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