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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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Mao X, Cheung KS, Tan JT, Mak LY, Lee CH, Chiang CL, Cheng HM, Hui RWH, Yuen MF, Leung WK, Seto WK. Optimal glycaemic control and the reduced risk of colorectal adenoma and cancer in patients with diabetes: a population-based cohort study. Gut 2024; 73:1313-1320. [PMID: 38569845 DOI: 10.1136/gutjnl-2023-331701] [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: 01/05/2024] [Accepted: 03/22/2024] [Indexed: 04/05/2024]
Abstract
OBJECTIVE Whether varying degrees of glycaemic control impact colonic neoplasm risk in patients with diabetes mellitus (DM) remains uncertain. DESIGN Patients with newly diagnosed DM were retrieved from 2005 to 2013. Optimal glycaemic control at baseline was defined as mean haemoglobin A1c (HbA1c)<7%. Outcomes of interest included colorectal cancer (CRC) and colonic adenoma development. We used propensity score (PS) matching with competing risk models to estimate subdistribution HRs (SHRs). We further analysed the combined effect of baseline and postbaseline glycaemic control based on time-weighted mean HbA1c during follow-up. RESULTS Of 88 468 PS-matched patients with DM (mean (SD) age: 61.5 (±11.7) years; male: 47 127 (53.3%)), 1229 (1.4%) patients developed CRC during a median follow-up of 7.2 (IQR: 5.5-9.4) years. Optimal glycaemic control was associated with lower CRC risk (SHR 0.72; 95% CI 0.65 to 0.81). The beneficial effect was limited to left-sided colon (SHR 0.71; 95% CI 0.59 to 0.85) and rectum (SHR 0.71; 95% CI 0.57 to 0.89), but not right-sided colon (SHR 0.86; 95% CI 0.67 to 1.10). Setting suboptimal glycaemic control at baseline/postbaseline as a reference, a decreased CRC risk was found in optimal control at postbaseline (SHR 0.79), baseline (SHR 0.71) and both time periods (SHR 0.61). Similar associations were demonstrated using glycaemic control as a time-varying covariate (HR 0.75). A stepwise greater risk of CRC was found (Ptrend<0.001) with increasing HbA1c (SHRs 1.34, 1.30, 1.44, 1.58 for HbA1c 7.0% to <7.5%, 7.5% to <8.0%, 8.0% to <8.5% and ≥8.5%, respectively). Optimal glycaemic control was associated with a lower risk of any, non-advanced and advanced colonic adenoma (SHRs 0.73-0.87). CONCLUSION Glycaemic control in patients with DM was independently associated with the risk of colonic adenoma and CRC development with a biological gradient.
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Affiliation(s)
- Xianhua Mao
- Department of Medicine, The University of Hong Kong, Hong Kong, Hong Kong
| | - Ka Shing Cheung
- Department of Medicine, The University of Hong Kong, Hong Kong, Hong Kong
- Department of Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - Jing-Tong Tan
- Department of Medicine, The University of Hong Kong, Hong Kong, Hong Kong
| | - Lung-Yi Mak
- Department of Medicine, The University of Hong Kong, Hong Kong, Hong Kong
| | - Chi-Ho Lee
- Department of Medicine, The University of Hong Kong, Hong Kong, Hong Kong
| | - Chi-Leung Chiang
- Department of Clinical Oncology, The University of Hong Kong, Hong Kong, Hong Kong
| | - Ho Ming Cheng
- Department of Medicine, The University of Hong Kong, Hong Kong, Hong Kong
| | - Rex Wan-Hin Hui
- Department of Medicine, The University of Hong Kong, Hong Kong, Hong Kong
| | - Man Fung Yuen
- Department of Medicine, The University of Hong Kong, Hong Kong, Hong Kong
| | - Wai Keung Leung
- Department of Medicine, The University of Hong Kong, Hong Kong, Hong Kong
| | - Wai-Kay Seto
- Department of Medicine, The University of Hong Kong, Hong Kong, Hong Kong
- Department of Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
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Wang SY, Zhang WS, Jiang CQ, Jin YL, Zhu T, Zhu F, Xu L. Association of Measures of Glucose Metabolism with Colorectal Cancer Risk in Older Chinese: A 13-Year Follow-up of the Guangzhou Biobank Cohort Study-Cardiovascular Disease Substudy and Meta-Analysis. Diabetes Metab J 2024; 48:134-145. [PMID: 38173369 PMCID: PMC10850277 DOI: 10.4093/dmj.2022.0383] [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: 10/17/2022] [Accepted: 02/13/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGRUOUND Abnormal glucose metabolism is a risk factor for colorectal cancer (CRC). However, association of glycosylated hemoglobin (HbA1c) with CRC risk remains under-reported. We examined the association between glycemic indicators (HbA1c, fasting plasma glucose, fasting insulin, 2-hour glucose, 2-hour insulin, and homeostasis model of risk assessment-insulin resistance index) and CRC risk using prospective analysis and meta-analysis. METHODS Participants (n=1,915) from the Guangzhou Biobank Cohort Study-Cardiovascular Disease Substudy were included. CRC events were identified through record linkage. Cox regression was used to assess the associations of glycemic indicators with CRC risk. A meta-analysis was performed to investigate the association between HbA1c and CRC risk. RESULTS During an average of 12.9 years follow-up (standard deviation, 2.8), 42 incident CRC cases occurred. After adjusting for potential confounders, the hazard ratio (95% confidence interval [CI]) of CRC for per % increment in HbA1c was 1.28 (95% CI, 1.01 to 1.63) in overall population, 1.51 (95% CI, 1.13 to 2.02) in women and 1.06 (95% CI, 0.68 to 1.68) in men. No significant association of other measures of glycemic indicators and baseline diabetes with CRC risk was found. Meta-analyses of 523,857 participants including our results showed that per % increment of HbA1c was associated with 13% higher risk of CRC, with the pooled risk ratio being 1.13 (95% CI, 1.01 to 1.27). Subgroupanalyses found stronger associations in women, colon cancer, Asians, and case-control studies. CONCLUSION Higher HbA1c was a significant predictor of CRC in the general population. Our findings shed light on the pathology of glucose metabolism and CRC, which warrants more in-depth investigation.
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Affiliation(s)
- Shu Yi Wang
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Wei Sen Zhang
- Occupational Disease Prevention and Treatment Centre, Guangzhou Twelfth People’s Hospital, Guangzhou, China
| | - Chao Qiang Jiang
- Occupational Disease Prevention and Treatment Centre, Guangzhou Twelfth People’s Hospital, Guangzhou, China
| | - Ya Li Jin
- Occupational Disease Prevention and Treatment Centre, Guangzhou Twelfth People’s Hospital, Guangzhou, China
| | - Tong Zhu
- Occupational Disease Prevention and Treatment Centre, Guangzhou Twelfth People’s Hospital, Guangzhou, China
| | - Feng Zhu
- Occupational Disease Prevention and Treatment Centre, Guangzhou Twelfth People’s Hospital, Guangzhou, China
| | - Lin Xu
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, China
- Division of Epidemiology and Biostatistics, School of Public Health, the University of Hong Kong, Hong Kong
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Nimptsch K, Aleksandrova K, Pham TT, Papadimitriou N, Janke J, Christakoudi S, Heath A, Olsen A, Tjønneland A, Schulze MB, Katzke V, Kaaks R, van Guelpen B, Harbs J, Palli D, Macciotta A, Pasanisi F, Yohar SMC, Guevara M, Amiano P, Grioni S, Jakszyn PG, Figueiredo JC, Samadder NJ, Li CI, Moreno V, Potter JD, Schoen RE, Um CY, Weiderpass E, Jenab M, Gunter MJ, Pischon T. Prospective and Mendelian randomization analyses on the association of circulating fatty acid binding protein 4 (FABP-4) and risk of colorectal cancer. BMC Med 2023; 21:391. [PMID: 37833736 PMCID: PMC10576353 DOI: 10.1186/s12916-023-03104-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 10/04/2023] [Indexed: 10/15/2023] Open
Abstract
BACKGROUND Fatty acid binding protein 4 (FABP-4) is a lipid-binding adipokine upregulated in obesity, which may facilitate fatty acid supply for tumor growth and promote insulin resistance and inflammation and may thus play a role in colorectal cancer (CRC) development. We aimed to investigate the association between circulating FABP-4 and CRC and to assess potential causality using a Mendelian randomization (MR) approach. METHODS The association between pre-diagnostic plasma measurements of FABP-4 and CRC risk was investigated in a nested case-control study in 1324 CRC cases and the same number of matched controls within the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort. A two-sample Mendelian randomization study was conducted based on three genetic variants (1 cis, 2 trans) associated with circulating FABP-4 identified in a published genome-wide association study (discovery n = 20,436) and data from 58,131 CRC cases and 67,347 controls in the Genetics and Epidemiology of Colorectal Cancer Consortium, Colorectal Cancer Transdisciplinary Study, and Colon Cancer Family Registry. RESULTS In conditional logistic regression models adjusted for potential confounders including body size, the estimated relative risk, RR (95% confidence interval, CI) per one standard deviation, SD (8.9 ng/mL) higher FABP-4 concentration was 1.01 (0.92, 1.12) overall, 0.95 (0.80, 1.13) in men and 1.09 (0.95, 1.25) in women. Genetically determined higher FABP-4 was not associated with colorectal cancer risk (RR per FABP-4 SD was 1.10 (0.95, 1.27) overall, 1.03 (0.84, 1.26) in men and 1.21 (0.98, 1.48) in women). However, in a cis-MR approach, a statistically significant association was observed in women (RR 1.56, 1.09, 2.23) but not overall (RR 1.23, 0.97, 1.57) or in men (0.99, 0.71, 1.37). CONCLUSIONS Taken together, these analyses provide no support for a causal role of circulating FABP-4 in the development of CRC, although the cis-MR provides some evidence for a positive association in women, which may deserve to be investigated further.
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Affiliation(s)
- Katharina Nimptsch
- Molecular Epidemiology Research Group, Max Delbrück Center for Molecular Medicine (MDC), Berlin, Germany.
| | - Krasimira Aleksandrova
- Department Epidemiological Methods and Etiological Research, Leibniz Institute for Prevention Research and Epidemiology, Bremen, Germany
- Faculty of Human and Health Sciences, University of Bremen, Bremen, Germany
| | - Thu Thi Pham
- Molecular Epidemiology Research Group, Max Delbrück Center for Molecular Medicine (MDC), Berlin, Germany
- Charité - Universitaetsmedizin Berlin, Corporate Member of Freie Universitaet Berlin, Humboldt-Universitaet zu Berlin, Berlin, Germany
| | - Nikos Papadimitriou
- Nutrition and Metabolism Branch, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Jürgen Janke
- Molecular Epidemiology Research Group, Max Delbrück Center for Molecular Medicine (MDC), Berlin, Germany
- Max-Delbrueck-Center for Molecular Medicine in the Helmholtz Association (MDC), Biobank Technology Platform, Berlin, Germany
| | - 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
| | - Alicia Heath
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Anja Olsen
- Danish Cancer Society Research Center, Copenhagen, Denmark
- Department of Public Health, University of Århus, Århus, Denmark
| | - Anne Tjønneland
- Danish Cancer Society Research Center, Copenhagen, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nutehtal, Germany
- Institute of Nutritional Science, University of Potsdam, Nuthetal, 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
| | - Bethany van Guelpen
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
- Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden
| | - Justin Harbs
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - 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, University of Turin, Turin, Italy
| | - Fabrizio Pasanisi
- Dipartimento di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy
| | - Sandra Milena Colorado Yohar
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, 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
| | - Marcela Guevara
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Instituto de Salud Pública de Navarra, Pamplona, 31003, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, 31008, Spain
| | - Pilar Amiano
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, San Sebastian, Spain
- Epidemiology of Chronic and Communicable Diseases Group, Biodonostia Health Research Institute, San Sebastián, Spain
| | - Sara Grioni
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, 20133, 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
| | - Jane C Figueiredo
- Cedars-Sinai Medical Center Samuel Oschin Comprehensive Cancer Institute, Los Angeles, CA, USA
| | - N Jewel Samadder
- Division of Gastroenterology and Hepatology, Mayo Clinic Comprehensive Cancer Center, Mayo Clinic, Phoenix, AZ, USA
| | - Christopher I Li
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Victor Moreno
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Oncology Data Analytics Program, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
- Department of Clinical Sciences, Faculty of Medicine and Health Sciences and Universitat de Barcelona Institute of Complex Systems (UBICS), University of Barcelona (UB), L'Hospitalet de Llobregat, Barcelona, Spain
| | - John D Potter
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Research Centre for Hauora and Health, Massey University, Wellington, New Zealand
| | - Robert E Schoen
- Department of Medicine and Epidemiology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Caroline Y Um
- Department of Population Science, American Cancer Society, Atlanta, GA, USA
| | - Elisabete Weiderpass
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Mazda Jenab
- Nutrition and Metabolism Branch, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Marc J Gunter
- Nutrition and Metabolism Branch, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Tobias Pischon
- Molecular Epidemiology Research Group, Max Delbrück Center for Molecular Medicine (MDC), Berlin, Germany
- Charité - Universitaetsmedizin Berlin, Corporate Member of Freie Universitaet Berlin, Humboldt-Universitaet zu Berlin, Berlin, Germany
- Max-Delbrueck-Center for Molecular Medicine in the Helmholtz Association (MDC), Biobank Technology Platform, Berlin, Germany
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Liu X, Li D, Gao W, Zhao W, Jin L, Chen P, Liu H, Zhao Y, Dong G. Identification of the shared gene signature and biological mechanism between type 2 diabetes and colorectal cancer. Front Genet 2023; 14:1202849. [PMID: 37876593 PMCID: PMC10593476 DOI: 10.3389/fgene.2023.1202849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Accepted: 09/21/2023] [Indexed: 10/26/2023] Open
Abstract
Background: The correlation of type 2 diabetes mellitus (T2DM) with colorectal cancer (CRC) has garnered considerable attention in the scientific community. Despite this, the molecular mechanisms underlying the interaction between these two diseases are yet to be elucidated. Hence, the present investigation aims to explore the shared gene signatures, immune profiles, and drug sensitivity patterns that exist between CRC and T2DM. Methods: RNA sequences and characteristics of patients with CRC and T2DM were retrieved from The Cancer Genome Atlas and Gene Expression Omnibus databases. These were investigated using weighted gene co-expression network analysis (WGCNA) to determine the co-expression networks linked to the conditions. Genes shared between CRC and T2DM were analyzed by univariate regression, followed by risk prognosis assessment using the LASSO regression model. Various parameters were assessed through different software such as the ESTIMATE, CIBERSORT, AND SSGSEA utilized for tumor immune infiltration assessment in the high- and low-risk groups. Additionally, pRRophetic was utilized to assess the sensitivity to chemotherapeutic agents in both groups. This was followed by diagnostic modeling using logistic modeling and clinical prediction modeling using the nomogram. Results: WGCNA recognized four and five modules that displayed a high correlation with T2DM and CRC, respectively. In total, 868 genes were shared between CRC and T2DM, with 14 key shared genes being identified in the follow-up analysis. The overall survival (OS) of patients in the low-risk group was better than that of patients in the high-risk group. In contrast, the high-risk group exhibited higher expression levels of immune checkpoints The Cox regression analyses established that the risk-score model possessed independent prognostic value in predicting OS. To facilitate the prediction of OS and cause-specific survival, the nomogram was established utilizing the Cox regression model. Conclusion: The T2DM + CRC risk-score model enabled independent prediction of OS in individuals with CRC. Moreover, these findings revealed novel genes that hold promise as therapeutic targets or biomarkers in clinical settings.
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Affiliation(s)
- Xianqiang Liu
- Medical School of Chinese PLA, Beijing, China
- Department of General Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Dingchang Li
- Medical School of Chinese PLA, Beijing, China
- Department of General Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Wenxing Gao
- Medical School of Chinese PLA, Beijing, China
- Department of General Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Wen Zhao
- Department of General Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China
- School of Medicine, Nankai University, Tianjin, China
| | - Lujia Jin
- Medical School of Chinese PLA, Beijing, China
- Department of General Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Peng Chen
- Medical School of Chinese PLA, Beijing, China
- Department of General Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Hao Liu
- Department of General Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China
- School of Medicine, Nankai University, Tianjin, China
| | - Yingjie Zhao
- Medical School of Chinese PLA, Beijing, China
- Department of General Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Guanglong Dong
- Department of General Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China
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Ma Z, Liu R, Liu H, Zheng L, Zheng X, Li Y, Cui H, Qin C, Hu J. New scoring system combining computed tomography body composition analysis and inflammatory-nutritional indicators to predict postoperative complications in stage II-III colon cancer. J Gastroenterol Hepatol 2023; 38:1520-1529. [PMID: 37202867 DOI: 10.1111/jgh.16214] [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: 12/10/2022] [Revised: 04/07/2023] [Accepted: 04/28/2023] [Indexed: 05/20/2023]
Abstract
BACKGROUND AND AIM Postoperative complications are important clinical outcomes for colon cancer patients. This study aimed to investigate the predictive value of inflammatory-nutritional indicators combined with computed tomography body composition on postoperative complications in patients with stage II-III colon cancer. METHODS We retrospectively collected data from patients with stage II-III colon cancer admitted to our hospital from 2017 to 2021, including 198 patients in the training cohort and 50 patients in the validation cohort. Inflammatory-nutritional indicators and body composition were included in the univariate and multivariate analyses. Binary regression was used to develop a nomogram and evaluate its predictive value. RESULTS In the multivariate analysis, the monocyte-lymphocyte ratio (MLR), systemic immune-inflammation index (SII), nutritional risk score (NRS), skeletal muscle index (SMI), and visceral fat index (VFI) were independent risk factors for postoperative complications of stage II-III colon cancer. In the training cohort, the area under the receiver operating characteristic curve of the predictive model was 0.825 (95% confidence interval [CI] 0.764-0.886). In the validation cohort, it was 0.901 (95% CI 0.816-0.986). The calibration curve showed that the prediction results were in good agreement with the observational results. Decision curve analysis showed that colon cancer patients could benefit from the predictive model. CONCLUSIONS A nomogram combining MLR, SII, NRS, SMI, and VFI with good accuracy and reliability in predicting postoperative complications in patients with stage II-III colon cancer was established, which can help guide treatment decisions.
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Affiliation(s)
- Zheng Ma
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Ruiqing Liu
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Huasheng Liu
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Longbo Zheng
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Xuefeng Zheng
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Yinling Li
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Haoyu Cui
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Chen Qin
- The Affiliated Qingdao Central Hospital of Qingdao University, Qingdao, Shandong, China
- The Second Affiliated Hospital of Medical College of Qingdao University, Qingdao, Shandong, China
| | - Jilin Hu
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
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7
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Pham TT, Nimptsch K, Aleksandrova K, Jenab M, Reichmann R, Wu K, Tjønneland A, Kyrø C, Schulze MB, Kaaks R, Katzke V, Palli D, Pasanisi F, Ricceri F, Tumino R, Krogh V, Roodhart J, Castilla J, Sánchez MJ, Colorado-Yohar SM, Harbs J, Rutegård M, Papier K, Aglago EK, Dimou N, Mayen-Chacon AL, Weiderpass E, Pischon T. Pre-Diagnostic Circulating Resistin Concentrations Are Not Associated with Colorectal Cancer Risk in the European Prospective Investigation into Cancer and Nutrition Study. Cancers (Basel) 2022; 14:5499. [PMID: 36428592 PMCID: PMC9688251 DOI: 10.3390/cancers14225499] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 10/31/2022] [Accepted: 11/01/2022] [Indexed: 11/12/2022] Open
Abstract
Resistin is a polypeptide implicated in inflammatory processes, and as such could be linked to colorectal carcinogenesis. In case-control studies, higher resistin levels have been found in colorectal cancer (CRC) patients compared to healthy individuals. However, evidence for the association between pre-diagnostic resistin and CRC risk is scarce. We investigated pre-diagnostic resistin concentrations and CRC risk within the European Prospective Investigation into Cancer and Nutrition using a nested case-control study among 1293 incident CRC-diagnosed cases and 1293 incidence density-matched controls. Conditional logistic regression models controlled for matching factors (age, sex, study center, fasting status, and women-related factors in women) and potential confounders (education, dietary and lifestyle factors, body mass index (BMI), BMI-adjusted waist circumference residuals) were used to estimate relative risks (RRs) and 95% confidence intervals (CIs) for CRC. Higher circulating resistin concentrations were not associated with CRC (RR per doubling resistin, 1.11; 95% CI 0.94-1.30; p = 0.22). There were also no associations with CRC subgroups defined by tumor subsite or sex. However, resistin was marginally associated with a higher CRC risk among participants followed-up maximally two years, but not among those followed-up after more than two years. We observed no substantial correlation between baseline circulating resistin concentrations and adiposity measures (BMI, waist circumference), adipokines (adiponectin, leptin), or metabolic and inflammatory biomarkers (C-reactive protein, C-peptide, high-density lipoprotein cholesterol, reactive oxygen metabolites) among controls. In this large-scale prospective cohort, there was little evidence of an association between baseline circulating resistin concentrations and CRC risk in European men and women.
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Affiliation(s)
- Thu-Thi Pham
- Molecular Epidemiology Research Group, Max-Delbrueck-Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany
- Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany
| | - Katharina Nimptsch
- Molecular Epidemiology Research Group, Max-Delbrueck-Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany
| | - Krasimira Aleksandrova
- Department of Epidemiological Methods and Etiological Research, Leibniz Institute for Prevention Research and Epidemiology—BIPS, 28359 Bremen, Germany
- Faculty of Human and Health Sciences, University of Bremen, 28359 Bremen, Germany
| | - Mazda Jenab
- Nutrition and Metabolism Branch, International Agency for Research on Cancer (IARC-WHO), World Health Organization, 150 Cours Albert Thomas, CEDEX 08, 69372 Lyon, France
| | - Robin Reichmann
- Department of Epidemiological Methods and Etiological Research, Leibniz Institute for Prevention Research and Epidemiology—BIPS, 28359 Bremen, Germany
| | - Kana Wu
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | - Anne Tjønneland
- Danish Cancer Society Research Center, 2100 Copenhagen, Denmark
- Department of Public Health, University of Copenhagen, DK-1353 Copenhagen, Denmark
| | - Cecilie Kyrø
- Danish Cancer Society Research Center, 2100 Copenhagen, Denmark
| | - Matthias B. Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, 14558 Nuthetal, Germany
- Institute of Nutritional Science, University of Potsdam, 14558 Nuthetal, Germany
| | - Rudolf Kaaks
- Department of Cancer Epidemiology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Verena Katzke
- Department of Cancer Epidemiology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network (ISPRO), 50139 Florence, Italy
| | - Fabrizio Pasanisi
- Dipartimento di Medicina Clinica E Chirurgia, Federico Ii University, 80131 Naples, Italy
| | - Fulvio Ricceri
- Centre for Biostatistics, Epidemiology, and Public Health (C-BEPH), Department of Clinical and Biological Sciences, University of Turin, 10043 Orbassano, Italy
- Unit of Epidemiology, Regional Health Service ASL TO3, 10095 Grugliasco, Italy
| | - Rosario Tumino
- Hyblean Association for Epidemiological Research, AIRE ONLUS, 97100 Ragusa, Italy
| | - Vittorio Krogh
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Via Venezian 1, 20133 Milan, Italy
| | - Jeanine Roodhart
- Department of Medical Oncology, UMC Utrecht, 3584 CX Utrecht, The Netherlands
| | - Jesús Castilla
- Navarra Public Health Institute—IdiSNA, 31003 Pamplona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain
| | - Maria-Jose Sánchez
- CIBER 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
| | - Sandra Milena Colorado-Yohar
- CIBER Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, 30008 Murcia, Spain
- Research Group on Demography and Health, National Faculty of Public Health, University of Antioquia, Medellín 050010, Colombia
| | - Justin Harbs
- Department of Radiation Sciences, Oncology, Umeå University, SE-901 87 Umeå, Sweden
| | - Martin Rutegård
- Department of Surgical and Perioperative Sciences, Surgery, Umeå University, SE-901 87 Umeå, Sweden
- Wallenberg Centre for Molecular Medicine, Umeå University, SE-901 87 Umeå, Sweden
| | - Keren Papier
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK
| | - Elom K. Aglago
- Department of Epidemiology and Biostatistics, Imperial College London, London W2 1PG, UK
| | - Niki Dimou
- Nutrition and Metabolism Branch, International Agency for Research on Cancer (IARC-WHO), World Health Organization, 150 Cours Albert Thomas, CEDEX 08, 69372 Lyon, France
| | - Ana-Lucia Mayen-Chacon
- Nutrition and Metabolism Branch, International Agency for Research on Cancer (IARC-WHO), World Health Organization, 150 Cours Albert Thomas, CEDEX 08, 69372 Lyon, France
| | - Elisabete Weiderpass
- International Agency for Research on Cancer, World Health Organization, 69372 Lyon, France
| | - Tobias Pischon
- Molecular Epidemiology Research Group, Max-Delbrueck-Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany
- Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany
- Max-Delbrueck-Center for Molecular Medicine in the Helmholtz Association (MDC), Biobank Technology Platform, 13125 Berlin, Germany
- Berlin Institute of Health, Charité-Universitätsmedizin Berlin, Core Facility Biobank, 13125 Berlin, Germany
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8
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Murphy N, Song M, Papadimitriou N, Carreras-Torres R, Langenberg C, Martin RM, Tsilidis KK, Barroso I, Chen J, Frayling TM, Bull CJ, Vincent EE, Cotterchio M, Gruber SB, Pai RK, Newcomb PA, Perez-Cornago A, van Duijnhoven FJB, Van Guelpen B, Vodicka P, Wolk A, Wu AH, Peters U, Chan AT, Gunter MJ. Associations Between Glycemic Traits and Colorectal Cancer: A Mendelian Randomization Analysis. J Natl Cancer Inst 2022; 114:740-752. [PMID: 35048991 PMCID: PMC9086764 DOI: 10.1093/jnci/djac011] [Citation(s) in RCA: 45] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 09/29/2021] [Accepted: 01/12/2022] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Glycemic traits-such as hyperinsulinemia, hyperglycemia, and type 2 diabetes-have been associated with higher colorectal cancer risk in observational studies; however, causality of these associations is uncertain. We used Mendelian randomization (MR) to estimate the causal effects of fasting insulin, 2-hour glucose, fasting glucose, glycated hemoglobin (HbA1c), and type 2 diabetes with colorectal cancer. METHODS Genome-wide association study summary data were used to identify genetic variants associated with circulating levels of fasting insulin (n = 34), 2-hour glucose (n = 13), fasting glucose (n = 70), HbA1c (n = 221), and type 2 diabetes (n = 268). Using 2-sample MR, we examined these variants in relation to colorectal cancer risk (48 214 case patient and 64 159 control patients). RESULTS In inverse-variance models, higher fasting insulin levels increased colorectal cancer risk (odds ratio [OR] per 1-SD = 1.65, 95% confidence interval [CI] = 1.15 to 2.36). We found no evidence of any effect of 2-hour glucose (OR per 1-SD = 1.02, 95% CI = 0.86 to 1.21) or fasting glucose (OR per 1-SD = 1.04, 95% CI = 0.88 to 1.23) concentrations on colorectal cancer risk. Genetic liability to type 2 diabetes (OR per 1-unit increase in log odds = 1.04, 95% CI = 1.01 to 1.07) and higher HbA1c levels (OR per 1-SD = 1.09, 95% CI = 1.00 to 1.19) increased colorectal cancer risk, although these findings may have been biased by pleiotropy. Higher HbA1c concentrations increased rectal cancer risk in men (OR per 1-SD = 1.21, 95% CI = 1.05 to 1.40), but not in women. CONCLUSIONS Our results support a causal effect of higher fasting insulin, but not glucose traits or type 2 diabetes, on increased colorectal cancer risk. This suggests that pharmacological or lifestyle interventions that lower circulating insulin levels may be beneficial in preventing colorectal tumorigenesis.
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Affiliation(s)
- Neil Murphy
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Mingyang Song
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Nikos Papadimitriou
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Robert Carreras-Torres
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | - Claudia Langenberg
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
- Computational Medicine, Berlin Institute of Health, Charité University Medicine, Berlin, Germany
- Health Data Research UK, Wellcome Genome Campus and University of Cambridge, Cambridge, UK
| | - Richard M Martin
- MRC Integrative Epidemiology Unit (IEU), Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- Bristol Medical School, Department of Population Health Sciences, University of Bristol, Bristol, UK
- National Institute for Health Research (NIHR) Bristol Biomedical Research Centre, University Hospitals Bristol NHS Foundation Trust and the University of Bristol, Bristol, UK
| | - Konstantinos K Tsilidis
- Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Inês Barroso
- Exeter Centre of Excellence in Diabetes (ExCEeD), Exeter Medical School, University of Exeter, Exeter, UK
| | - Ji Chen
- Exeter Centre of Excellence in Diabetes (ExCEeD), Exeter Medical School, University of Exeter, Exeter, UK
| | - Timothy M Frayling
- Exeter Centre of Excellence in Diabetes (ExCEeD), Exeter Medical School, University of Exeter, Exeter, UK
- Department of Human Genetics, University of Exeter, Research Innovation Learning & Development (RILD) Building, Royal Devon and Exeter Hospital, Exeter, UK
| | - Caroline J Bull
- MRC Integrative Epidemiology Unit (IEU), Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- Bristol Medical School, Department of Population Health Sciences, University of Bristol, Bristol, UK
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, UK
| | - Emma E Vincent
- MRC Integrative Epidemiology Unit (IEU), Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- Bristol Medical School, Department of Population Health Sciences, University of Bristol, Bristol, UK
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, UK
| | - Michelle Cotterchio
- Prevention and Cancer Control, Clinical Institutes and Quality Programs, Ontario Health (Cancer Care Ontario), Ontario, Canada
| | - Stephen B Gruber
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, CA, USA
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Rish K Pai
- Department of Pathology and Laboratory Medicine, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Aurora Perez-Cornago
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | | | - Bethany Van Guelpen
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
- Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden
| | - Pavel Vodicka
- 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, First Faculty of Medicine, Charles University, Prague, Czech Republic
- Faculty of Medicine and Biomedical Center in Pilsen, Charles University, Pilsen, Czech Republic
| | - Alicja Wolk
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Anna H Wu
- University of Southern California, Preventative Medicine, Los Angeles, CA, USA
| | - Ulrike Peters
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Andrew T Chan
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Marc J Gunter
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
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9
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Dimou N, Mori N, Harlid S, Harbs J, Martin RM, Smith-Byrne K, Papadimitriou N, Bishop DT, Casey G, Colorado-Yohar SM, Cotterchio M, Cross AJ, Marchand LL, Lin Y, Offit K, Onland-Moret NC, Peters U, Potter JD, Rohan TE, Weiderpass E, Gunter MJ, Murphy N. Circulating Levels of Testosterone, Sex Hormone Binding Globulin and Colorectal Cancer Risk: Observational and Mendelian Randomization Analyses. Cancer Epidemiol Biomarkers Prev 2021; 30:1336-1348. [PMID: 33879453 PMCID: PMC8914241 DOI: 10.1158/1055-9965.epi-20-1690] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 02/22/2021] [Accepted: 04/07/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Epidemiologic studies evaluating associations between sex steroid hormones and colorectal cancer risk have yielded inconsistent results. To elucidate the role of circulating levels of testosterone, and sex hormone-binding globulin (SHBG) in colorectal cancer risk, we conducted observational and Mendelian randomization (MR) analyses. METHODS The observational analyses included 333,530 participants enrolled in the UK Biobank with testosterone and SHBG measured. HRs and 95% confidence intervals (CI) were estimated using multivariable Cox proportional hazards models. For MR analyses, genetic variants robustly associated with hormone levels were identified and their association with colorectal cancer (42,866 cases/42,752 controls) was examined using two-sample MR. RESULTS In the observational analysis, there was little evidence that circulating levels of total testosterone were associated with colorectal cancer risk; the MR analyses showed a greater risk for women (OR per 1-SD = 1.09; 95% CI, 1.01-1.17), although pleiotropy may have biased this result. Higher SHBG concentrations were associated with greater colorectal cancer risk for women (HR per 1-SD = 1.16; 95% CI, 1.05-1.29), but was unsupported by the MR analysis. There was little evidence of associations between free testosterone and colorectal cancer in observational and MR analyses. CONCLUSIONS Circulating concentrations of sex hormones are unlikely to be causally associated with colorectal cancer. Additional experimental studies are required to better understand the possible role of androgens in colorectal cancer development. IMPACT Our results from large-scale analyses provide little evidence for sex hormone pathways playing a causal role in colorectal cancer development.See related commentary by Hang and Shen, p. 1302.
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Affiliation(s)
- Niki Dimou
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France.
| | - Nagisa Mori
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France
| | - Sophia Harlid
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Justin Harbs
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Richard M Martin
- MRC Integrative Epidemiology Unit (IEU), Bristol Medical School, University of Bristol, Bristol, United Kingdom
- Department of Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
- National Institute for Health Research (NIHR) Bristol Biomedical Research Centre, University Hospitals Bristol NHS Foundation Trust and the University of Bristol, Bristol, United Kingdom
| | - Karl Smith-Byrne
- Genetic Epidemiology Group, International Agency for Research on Cancer, Lyon, France
| | - Nikos Papadimitriou
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France
| | - D Timothy Bishop
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, United Kingdom
| | - Graham Casey
- Center for Public Health Genomics, University of Virginia, Charlottesville, Virginia
| | - Sandra M Colorado-Yohar
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain
- Research Group on Demography and Health, National Faculty of Public Health, University of Antioquia, Medellín, Colombia
| | - Michelle Cotterchio
- Ontario Health (Cancer Care Ontario), Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Amanda J Cross
- Department of Epidemiology and Biostatistics, Imperial College London, Norfolk Place, London, United Kingdom
| | | | - Yi Lin
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Kenneth Offit
- Clinical Genetics Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Medicine, Weill Cornell Medical College, New York, New York
| | - N Charlotte Onland-Moret
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Ulrike Peters
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
- Department of Epidemiology, University of Washington, Seattle, Washington
| | - John D Potter
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
- Department of Epidemiology, University of Washington, Seattle, Washington
- Centre for Public Health Research, Massey University, Wellington, New Zealand
| | - Thomas E Rohan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Elisabete Weiderpass
- Office of the Director, International Agency for Research on Cancer, Lyon, France
| | - Marc J Gunter
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France
| | - Neil Murphy
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France
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10
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Wang Y, Li J, Fu X, Li J, Liu L, Alkohlani A, Tan SC, Low TY, Hou Y. Association of circulating leptin and adiponectin levels with colorectal cancer risk: A systematic review and meta-analysis of case-control studies. Cancer Epidemiol 2021; 73:101958. [PMID: 34020315 DOI: 10.1016/j.canep.2021.101958] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 05/02/2021] [Accepted: 05/05/2021] [Indexed: 02/06/2023]
Abstract
PURPOSE Leptin and adiponectin are adipokines which have been commonly implicated in carcinogenesis. As such, many studies have investigated the association of circulating leptin and adiponectin levels with colorectal cancer (CRC) risk. However, the results remained inconsistent. METHODS In this work, we performed a systematic review and meta-analysis to precisely examine the association between circulating levels of leptin and adiponectin and CRC risk. A systematic literature search was performed in PubMed/MEDLINE, Scopus, Web of Science, and EMBASE databases from inception until October 2020. The pooled effect size was then estimated by calculating the odds ratio (OR). RESULTS A total of 23 records (comprising 26 studies) were included in the meta-analysis. The overall analysis found that circulating levels of leptin and adiponectin were not significantly associated with CRC risk (P > 0.05). Interestingly, subgroup analysis revealed that a higher level of adiponectin was significantly associated with an increased CRC risk among overweight individuals (OR = 1.16; 95 % CI: 1.02, 1.32), and a decreased CRC risk among normal weight individuals (OR = 0.76; 95 % CI: 0.62, 0.92). Besides, a higher level of adiponectin was also significantly associated with a decreased risk of CRC in men (OR = 0.76; 95 % CI: 0.59, 0.98). CONCLUSIONS In conclusion, circulating leptin level was not associated with CRC risk, but that of adiponectin was associated with CRC risk only in specific subgroups.
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Affiliation(s)
- Yan Wang
- Department of Oncology and Hematology, The First People's Hospital of Longquanyi District, Chengdu, Chengdu, Sichuan, 510100, China
| | - Junyong Li
- Department of Oncology and Hematology, The First People's Hospital of Longquanyi District, Chengdu, Chengdu, Sichuan, 510100, China
| | - Xiaolin Fu
- Department of Oncology and Hematology, The First People's Hospital of Longquanyi District, Chengdu, Chengdu, Sichuan, 510100, China
| | - Jialing Li
- Department of Oncology and Hematology, The First People's Hospital of Longquanyi District, Chengdu, Chengdu, Sichuan, 510100, China
| | - Lihua Liu
- Department of Oncology and Hematology, The First People's Hospital of Longquanyi District, Chengdu, Chengdu, Sichuan, 510100, China
| | | | - Shing Cheng Tan
- UKM Medical Molecular Biology Institute, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Teck Yew Low
- UKM Medical Molecular Biology Institute, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Yue Hou
- Department of Oncology and Hematology, The First People's Hospital of Longquanyi District, Chengdu, Chengdu, Sichuan, 510100, China.
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11
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Dąbrowski M. Diabetes, Antidiabetic Medications and Cancer Risk in Type 2 Diabetes: Focus on SGLT-2 Inhibitors. Int J Mol Sci 2021; 22:ijms22041680. [PMID: 33562380 PMCID: PMC7915237 DOI: 10.3390/ijms22041680] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 01/31/2021] [Accepted: 02/03/2021] [Indexed: 12/14/2022] Open
Abstract
In the last decade, cancer became the leading cause of death in the population under 65 in the European Union. Diabetes is also considered as a factor increasing risk of cancer incidence and mortality. Type 2 diabetes is frequently associated with being overweight and obese, which also plays a role in malignancy. Among biological mechanisms linking diabetes and obesity with cancer hyperglycemia, hyperinsulinemia, insulin resistance, increased levels of growth factors, steroid and peptide hormones, oxidative stress and increased activity of pro-inflammatory cytokines are listed. Antidiabetic medications can modulate cancer risk through directly impacting metabolism of cancer cells as well as indirectly through impact on risk factors of malignancy. Some of them are considered beneficial (metformin and thiazolidinedions—with the exception of bladder cancer); on the other hand, excess of exogenous insulin may be potentially harmful, while other medications seem to have neutral impact on cancer risk. Inhibitors of the sodium-glucose cotransporter-2 (SGLT-2) are increasingly used in the treatment of type 2 diabetes. However, their association with cancer risk is unclear. The aim of this review was to analyze the anticancer potential of this class of drugs, as well as risks of site-specific malignancies associated with their use.
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Affiliation(s)
- Mariusz Dąbrowski
- College of Medical Sciences, University of Rzeszów, Al. Rejtana 16C, 35-959 Rzeszów, Poland
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Murphy N, Carreras-Torres R, Song M, Chan AT, Martin RM, Papadimitriou N, Dimou N, Tsilidis KK, Banbury B, Bradbury KE, Besevic J, Rinaldi S, Riboli E, Cross AJ, Travis RC, Agnoli C, Albanes D, Berndt SI, Bézieau S, Bishop DT, Brenner H, Buchanan DD, Onland-Moret NC, Burnett-Hartman A, Campbell PT, Casey G, Castellví-Bel S, Chang-Claude J, Chirlaque MD, de la Chapelle A, English D, Figueiredo JC, Gallinger SJ, Giles GG, Gruber SB, Gsur A, Hampe J, Hampel H, Harrison TA, Hoffmeister M, Hsu L, Huang WY, Huyghe JR, Jenkins MA, Keku TO, Kühn T, Kweon SS, Le Marchand L, Li CI, Li L, Lindblom A, Martín V, Milne RL, Moreno V, Newcomb PA, Offit K, Ogino S, Ose J, Perduca V, Phipps AI, Platz EA, Potter JD, Qu C, Rennert G, Sakoda LC, Schafmayer C, Schoen RE, Slattery ML, Tangen CM, Ulrich CM, van Duijnhoven FJB, Van Guelpen B, Visvanathan K, Vodicka P, Vodickova L, Vymetalkova V, Wang H, White E, Wolk A, Woods MO, Wu AH, Zheng W, Peters U, Gunter MJ. Circulating Levels of Insulin-like Growth Factor 1 and Insulin-like Growth Factor Binding Protein 3 Associate With Risk of Colorectal Cancer Based on Serologic and Mendelian Randomization Analyses. Gastroenterology 2020; 158:1300-1312.e20. [PMID: 31884074 PMCID: PMC7152801 DOI: 10.1053/j.gastro.2019.12.020] [Citation(s) in RCA: 95] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Revised: 12/13/2019] [Accepted: 12/19/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND & AIMS Human studies examining associations between circulating levels of insulin-like growth factor 1 (IGF1) and insulin-like growth factor binding protein 3 (IGFBP3) and colorectal cancer risk have reported inconsistent results. We conducted complementary serologic and Mendelian randomization (MR) analyses to determine whether alterations in circulating levels of IGF1 or IGFBP3 are associated with colorectal cancer development. METHODS Serum levels of IGF1 were measured in blood samples collected from 397,380 participants from the UK Biobank, from 2006 through 2010. Incident cancer cases and cancer cases recorded first in death certificates were identified through linkage to national cancer and death registries. Complete follow-up was available through March 31, 2016. For the MR analyses, we identified genetic variants associated with circulating levels of IGF1 and IGFBP3. The association of these genetic variants with colorectal cancer was examined with 2-sample MR methods using genome-wide association study consortia data (52,865 cases with colorectal cancer and 46,287 individuals without [controls]) RESULTS: After a median follow-up period of 7.1 years, 2665 cases of colorectal cancer were recorded. In a multivariable-adjusted model, circulating level of IGF1 associated with colorectal cancer risk (hazard ratio per 1 standard deviation increment of IGF1, 1.11; 95% confidence interval [CI] 1.05-1.17). Similar associations were found by sex, follow-up time, and tumor subsite. In the MR analyses, a 1 standard deviation increment in IGF1 level, predicted based on genetic factors, was associated with a higher risk of colorectal cancer risk (odds ratio 1.08; 95% CI 1.03-1.12; P = 3.3 × 10-4). Level of IGFBP3, predicted based on genetic factors, was associated with colorectal cancer risk (odds ratio per 1 standard deviation increment, 1.12; 95% CI 1.06-1.18; P = 4.2 × 10-5). Colorectal cancer risk was associated with only 1 variant in the IGFBP3 gene region (rs11977526), which also associated with anthropometric traits and circulating level of IGF2. CONCLUSIONS In an analysis of blood samples from almost 400,000 participants in the UK Biobank, we found an association between circulating level of IGF1 and colorectal cancer. Using genetic data from 52,865 cases with colorectal cancer and 46,287 controls, a higher level of IGF1, determined by genetic factors, was associated with colorectal cancer. Further studies are needed to determine how this signaling pathway might contribute to colorectal carcinogenesis.
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Affiliation(s)
- Neil Murphy
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France.
| | - Robert Carreras-Torres
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | - Mingyang Song
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts; Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts; Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Andrew T Chan
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts; Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts; Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Richard M Martin
- MRC Integrative Epidemiology Unit (IEU), Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK; Bristol Medical School, Department of Population Health Sciences, University of Bristol, Bristol, UK; National Institute for Health Research (NIHR) Bristol Biomedical Research Centre, University Hospitals Bristol NHS Foundation Trust and the University of Bristol, Bristol, UK
| | - Nikos Papadimitriou
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France
| | - Niki Dimou
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France
| | - Konstantinos K Tsilidis
- Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece; Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Barbara Banbury
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Kathryn E Bradbury
- National Institute for Health Innovation, School of Population Health, The University of Auckland, Auckland, New Zealand
| | - Jelena Besevic
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Sabina Rinaldi
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France
| | - Elio Riboli
- 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
| | - Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Claudia Agnoli
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Sonja I Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Stéphane Bézieau
- Service de Génétique Médicale, Centre Hospitalier Universitaire (CHU) Nantes, Nantes, France
| | - D Timothy Bishop
- Institute of Medical Research at St. James's, University of Leeds, Leeds, UK
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany; Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany; German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Daniel D Buchanan
- Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, Victoria 3010, Australia; University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, Victoria 3010, Australia; Genetic Medicine and Family Cancer Clinic, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - N Charlotte Onland-Moret
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | | | - Peter T Campbell
- Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, Georgia
| | - Graham Casey
- Center for Public Health Genomics, University of Virginia, Charlottesville, Virginia
| | - Sergi Castellví-Bel
- Gastroenterology Department, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), University of Barcelona, Barcelona, Spain
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - María-Dolores Chirlaque
- Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia University, Murcia, Spain; CIBER in Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - Albert de la Chapelle
- Department of Cancer Biology and Genetics and the Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio
| | - Dallas English
- 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
| | - Jane C Figueiredo
- Department of Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles California
| | - Steven J Gallinger
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | - 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
| | - Stephen B Gruber
- Department of Preventive Medicine & USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Andrea Gsur
- Institute of Cancer Research, Department of Medicine I, Medical University Vienna, Vienna, Austria
| | - Jochen Hampe
- Department of Medicine I, University Hospital Dresden, Technische Universität Dresden (TU Dresden), Dresden, Germany
| | - Heather Hampel
- Division of Human Genetics, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, Columbus, Ohio
| | - Tabitha A Harrison
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Li Hsu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington; Department of Biostatistics, University of Washington, Seattle, Washington
| | - Wen-Yi Huang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Jeroen R Huyghe
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Temitope O Keku
- Center for Gastrointestinal Biology and Disease, University of North Carolina, Chapel Hill, North Carolina
| | - Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sun-Seog Kweon
- Department of Preventive Medicine, Chonnam National University Medical School, Gwangju, Korea; Jeonnam Regional Cancer Center, Chonnam National University Hwasun Hospital, Hwasun, Korea
| | | | - Christopher I Li
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Li Li
- Department of Family Medicine, University of Virginia, Charlottesville, Virginia
| | - Annika Lindblom
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden; Department of Molecular Medicine and Surgery, Karolinska Institute, Stockholm, Sweden
| | - Vicente Martín
- CIBER in Epidemiology and Public Health (CIBERESP), Madrid, Spain; Biomedicine Institute (IBIOMED), University of León, León, Spain
| | - 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
| | - Victor Moreno
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain; CIBER in Epidemiology and Public Health (CIBERESP), Madrid, Spain; Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington; School of Public Health, University of Washington, Seattle, Washington
| | - Kenneth Offit
- Clinical Genetics Service, Department of Medicine, Memorial Sloan-Kettering Cancer Center, New York, New York; Department of Medicine, Weill Cornell Medical College, New York, New York
| | - Shuji Ogino
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts; Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Cancer Immunology and Cancer Epidemiology Programs, Dana-Farber Harvard Cancer Center, Boston, Massachusetts; Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Jennifer Ose
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, Salt Lake City, Utah
| | - Vittorio Perduca
- CESP (Inserm U1018), Fac. de médecine - Université Paris-Saclay, Fac. de médecine - UVSQ, 94805, Villejuif, France; Gustave Roussy, F-94805, Villejuif, France; Laboratoire de Mathématiques Appliquées MAP5 (UMR CNRS 8145), Université Paris Descartes, France
| | - Amanda I Phipps
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington; Department of Epidemiology, University of Washington, Seattle, Washington
| | - Elizabeth A Platz
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - John D Potter
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington; Centre for Public Health Research, Massey University, Wellington, New Zealand
| | - Conghui Qu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Gad Rennert
- Department of Community Medicine and Epidemiology, Lady Davis Carmel Medical Center, Haifa, Israel; Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - Lori C Sakoda
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington; Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Clemens Schafmayer
- Department of General and Thoracic Surgery, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Robert E Schoen
- Department of Medicine and Epidemiology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Martha L Slattery
- Department of Internal Medicine, University of Utah, Salt Lake City, Utah
| | - Catherine M Tangen
- SWOG Statistical Center, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Cornelia M Ulrich
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, Salt Lake City, Utah
| | | | - Bethany Van Guelpen
- Department of Radiation Sciences, Oncology Unit, Umeå University, Umeå, Sweden; Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden
| | - Kala Visvanathan
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Pavel Vodicka
- 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, First Faculty of Medicine, Charles University, Prague, Czech Republic; Faculty of Medicine and Biomedical Center in Pilsen, Charles University, Pilsen, Czech Republic
| | - Ludmila Vodickova
- 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, First Faculty of Medicine, Charles University, Prague, Czech Republic; Faculty of Medicine and Biomedical Center in Pilsen, Charles University, Pilsen, Czech Republic
| | - Veronika Vymetalkova
- 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, First Faculty of Medicine, Charles University, Prague, Czech Republic; Faculty of Medicine and Biomedical Center in Pilsen, Charles University, Pilsen, Czech Republic
| | - Hansong Wang
- University of Hawaii Cancer Center, Honolulu, Hawaii
| | - Emily White
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington; Department of Epidemiology, University of Washington, Seattle, Washington
| | - Alicja Wolk
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Michael O Woods
- Memorial University of Newfoundland, Discipline of Genetics, St. John's, Canada
| | - Anna H Wu
- University of Southern California, Preventive Medicine, Los Angeles, California
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt Epidemiology Center, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Ulrike Peters
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington; Department of Epidemiology, University of Washington, Seattle, Washington
| | - Marc J Gunter
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France
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Peila R, Rohan TE. Diabetes, Glycated Hemoglobin, and Risk of Cancer in the UK Biobank Study. Cancer Epidemiol Biomarkers Prev 2020; 29:1107-1119. [PMID: 32179703 DOI: 10.1158/1055-9965.epi-19-1623] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Revised: 02/24/2020] [Accepted: 03/06/2020] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Evidence suggest that diabetes and glycated hemoglobin (HbA1c) levels are associated with cancer risk. However, previous studies have been limited variably by failure to adjust for cancer-specific risk factors (e.g., body mass index), inattention to diabetes duration and use of antidiabetic medications, and failure to stratify by obesity. METHODS We examined the association between diabetes, HbA1c, and cancer risk in the UK Biobank, using data from 476,517 participants (54% women), followed for an average period of 7.1 years. Diabetes was defined on the basis of baseline self-reported diagnosis of diabetes and/or use of diabetes medication, while HbA1c measured at baseline was categorized as low (<31 mmol/mol), normal (31-<39 mmol/mol), increased risk (39-<48 mmol/mol), and high risk for diabetes (≥48 mmol/mol). Multivariable Cox proportional hazards models were used to estimate the association of diabetes and cancer at different anatomical sites, with adjustment for cancer-specific risk factors. RESULTS Diabetes was associated with increased risk of cancers of the stomach, liver, bladder, endometrium, and lung among smokers, and with decreased risk of prostate cancer. Compared with the normal HbA1c category, the increased risk category was positively associated with risk of cancers of the colon, liver, bladder, and lung among smokers, and the high-risk category was associated with increased risk of cancers of the esophagus, liver, pancreas, and bladder, and with decreased risk of prostate cancer. CONCLUSIONS These results suggest that both diabetes and/or elevated HbA1c are associated with risk of cancer at several anatomic sites. IMPACT The associations of diabetes and HbA1c levels with cancer suggest their importance in cancer prevention.
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Affiliation(s)
- Rita Peila
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York.
| | - Thomas E Rohan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
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Guo X, Dai X, Ni J, Cao N, Yang G, Xue J, Wang X. High concentration of sugars is genotoxic to folate-deficient cells. Mutat Res 2019; 814:15-22. [DOI: 10.1016/j.mrfmmm.2019.01.003] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Revised: 11/29/2018] [Accepted: 01/08/2019] [Indexed: 04/08/2023]
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Hidaka A, Budhathoki S, Yamaji T, Sawada N, Tanaka-Mizuno S, Kuchiba A, Charvat H, Goto A, Shimazu T, Inoue M, Noda M, Tsugane S, Iwasaki M. Plasma C-peptide and glycated albumin and subsequent risk of cancer: From a large prospective case-cohort study in Japan. Int J Cancer 2019; 144:718-729. [PMID: 30183080 DOI: 10.1002/ijc.31847] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2017] [Revised: 08/20/2018] [Accepted: 08/21/2018] [Indexed: 01/18/2023]
Abstract
To elucidate the individual impacts of insulin and blood glucose on cancer risk, we investigated the association of plasma C-peptide, a surrogated marker of insulin and glycated albumin (GA), a more stable marker of blood glucose, with all-site and site-specific cancer risk by mutually accounting for their confounding effects. The study was prospectively conducted with nearly 4,000 cancer cases arising in our population-based cohort of 33,736 subjects who answered the baseline questionnaire and supplied blood samples. After exclusion of subjects with apparent DM, analysis was done in 3,036 cancer cases and 3,667 subcohort subjects. Among men and women combined, highest levels of C-peptide were statistically significantly associated with an increased risk of all-site [Hazard ratio (HR): 1.21; 95% confidence interval: 1.02-1.42], colon [1.73; 1.20-2.47], liver [3.23; 1.76-5.91], kidney, renal pelvis and ureter cancers [2.47; 1.07-5.69], compared to the respective lowest levels, after adjustment for GA levels. Among these C-peptide-related cancers, colon and liver cancers also showed an increased risk associated with elevated GA levels independently of C-peptide levels. The corresponding HRs for colon and liver cancers compared to the highest and lowest GA levels were 1.43 [1.02-2.00] and 2.02 [1.15-3.55], respectively. Effect modification by gender was only evident for the association between C-peptide and colon cancer (p for interaction = 0.04). Higher insulin levels, independently of higher blood glucose levels, may be relevant to DM-related carcinogenesis for several cancer sites. Examination of circulating insulin levels is a plausible option in evaluating cancer risk even in individuals who have not developed DM.
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Affiliation(s)
- Akihisa Hidaka
- Epidemiology and Prevention Group, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Sanjeev Budhathoki
- Epidemiology and Prevention Group, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Taiki Yamaji
- Epidemiology and Prevention Group, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Norie Sawada
- Epidemiology and Prevention Group, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | | | - Aya Kuchiba
- Division of Biostatistical Research, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan.,Biostatistics Division, Center for Research Administration and Support, National Cancer Center, Tokyo, Japan
| | - Hadrien Charvat
- Epidemiology and Prevention Group, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Atsushi Goto
- Epidemiology and Prevention Group, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Taichi Shimazu
- Epidemiology and Prevention Group, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Manami Inoue
- Epidemiology and Prevention Group, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Mitsuhiko Noda
- Department of Endocrinology and Diabetes, Saitama Medical University, Saitama, Japan
| | - Shoichiro Tsugane
- Epidemiology and Prevention Group, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Motoki Iwasaki
- Epidemiology and Prevention Group, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
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Aleksandrova K, Jenab M, Leitzmann M, Bueno-de-Mesquita B, Kaaks R, Trichopoulou A, Bamia C, Lagiou P, Rinaldi S, Freisling H, Carayol M, Pischon T, Drogan D, Weiderpass E, Jakszyn P, Overvad K, Dahm CC, Tjønneland A, Bouton-Ruault MC, Kühn T, Peppa E, Valanou E, La Vecchia C, Palli D, Panico S, Sacerdote C, Agnoli C, Tumino R, May A, van Vulpen J, Benjaminsen Borch K, Oluwafemi Oyeyemi S, Quirós JR, Bonet C, Sánchez MJ, Dorronsoro M, Navarro C, Barricarte A, van Guelpen B, Wennberg P, Key TJ, Khaw KT, Wareham N, Assi N, Ward HA, Aune D, Riboli E, Boeing H. Physical activity, mediating factors and risk of colon cancer: insights into adiposity and circulating biomarkers from the EPIC cohort. Int J Epidemiol 2017; 46:1823-1835. [PMID: 29025032 PMCID: PMC6241846 DOI: 10.1093/ije/dyx174] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/08/2017] [Indexed: 12/11/2022] Open
Abstract
Background There is convincing evidence that high physical activity lowers the risk of colon cancer; however, the underlying biological mechanisms remain largely unknown. We aimed to determine the extent to which body fatness and biomarkers of various biologically plausible pathways account for the association between physical activity and colon cancer. Methods We conducted a nested case-control study in a cohort of 519 978 men and women aged 25 to 70 years followed from 1992 to 2003. A total of 713 incident colon cancer cases were matched, using risk-set sampling, to 713 controls on age, sex, study centre, fasting status and hormonal therapy use. The amount of total physical activity during the past year was expressed in metabolic equivalent of task [MET]-h/week. Anthropometric measurements and blood samples were collected at study baseline. Results High physical activity was associated with a lower risk of colon cancer: relative risk ≥91 MET-h/week vs <91 MET-h/week = 0.75 [95% confidence interval (CI): 0.57 to 0.96]. In mediation analyses, this association was accounted for by waist circumference: proportion explained effect (PEE) = 17%; CI: 4% to 52%; and the biomarkers soluble leptin receptor (sOB-R): PEE = 15%; 95% CI: 1% to 50% and 5-hydroxyvitamin D (25[OH]D): PEE = 30%; 95% CI: 12% to 88%. In combination, these factors explained 45% (95% CI: 20% to 125%) of the association. Beyond waist circumference, sOB-R and 25[OH]D additionally explained 10% (95% CI: 1%; 56%) and 23% (95% CI: 6%; 111%) of the association, respectively. Conclusions Promoting physical activity, particularly outdoors, and maintaining metabolic health and adequate vitamin D levels could represent a promising strategy for colon cancer prevention.
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Affiliation(s)
- Krasimira Aleksandrova
- Nutrition, Immunity and Metabolism Start-up Lab, Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrücke, Nuthetal, Germany
| | - Mazda Jenab
- International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Michael Leitzmann
- Department of Epidemiology and Preventive Medicine, Regensburg University Medical Center, Regensburg, Germany
| | - Bas Bueno-de-Mesquita
- National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
- Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands
- Division of Epidemiology, Public Health and Primary Care, Imperial College, London, United Kingdom
- Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Centre, Heidelberg, Germany
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, National and Kapodistrian University of Athens (NKUA), Medical School, Athens, Greece
| | - Christina Bamia
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, National and Kapodistrian University of Athens (NKUA), Medical School, Athens, Greece
| | - Pagona Lagiou
- Hellenic Health Foundation, Athens, Greece
- Department of Epidemiology, Harvard School of Public Health, Boston, USA
| | - Sabina Rinaldi
- International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Heinz Freisling
- International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Marion Carayol
- International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Tobias Pischon
- Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine (MDC), Berlin-Buch, Germany
| | - Dagmar Drogan
- Quality and Health Services Research Unit, AOK Research Institute, Berlin, Germany (DD)
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
- Department of Research, Cancer Registry of Norway, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhalsan Research Center, Helsinki, Finland
| | - Paula Jakszyn
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology, Bellvitge Biomedical Research Institute, Barcelona, Spain
| | - Kim Overvad
- Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark
| | - Christina C Dahm
- Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark
| | - Anne Tjønneland
- Diet, Genes and Environment, Danish Cancer Society Research Center Copenhagen, Denmark
| | - Marie-Christine Bouton-Ruault
- Inserm, Centre for research in Epidemiology and Population Health (CESP), U1018, Nutrition, Hormones and Women's Health team,F-94805, Villejuif, France
- Univ Paris Sud, UMRS 1018, F-94805, Villejuif, France
- IGR, F-94805, Villejuif, France
| | - Tilman Kühn
- German Cancer Research Center (DKFZ), Division of Cancer Epidemiology, Heidelberg, Germany
| | | | | | - Carlo La Vecchia
- Hellenic Health Foundation, Athens, Greece
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano
| | - Domenico Palli
- Molecular and Nutritional Epidemiology Unit, Cancer Research and Prevention Institute - ISPO, Florence, Italy
| | - Salvatore Panico
- Department of clinical and experimental medicine-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), Turin, Italy
| | - Claudia Agnoli
- Epidemiology and Prevention Unit, Fondazione IRCCS, Istituto Nazionale dei Tumori, Milan, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, “M.P.Arezzo” Hospital, Ragusa, Italy
| | - Anne May
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht
| | - Jonna van Vulpen
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht
| | - Kristin Benjaminsen Borch
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | - Sunday Oluwafemi Oyeyemi
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | | | - Catalina Bonet
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology, Bellvitge Biomedical Research Institute, Barcelona, Spain
| | - María-José Sánchez
- Escuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria de Granada (Granada.ibs), Granada, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública-CIBERESP), Spain
| | - Miren Dorronsoro
- Epidemiology and Health Information, Public Health Division of Gipuzkoa, Basque Regional Health Department, San Sebastian, Spain
| | - Carmen Navarro
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública-CIBERESP), Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Department of Health and Social Sciences, Universidad de Murcia, Murcia, Spain
| | - Aurelio Barricarte
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública-CIBERESP), Spain
- Navarre Public Health Institute, Pamplona, Navarra, Spain
- Navarra Institute for Health Research (IdiSNA) Pamplona, Spain
| | | | - Patrik Wennberg
- Department of Public Health and Clinical Medicine, Family Medicine, Umeå University, Umeå, Sweden
| | - Timothy J Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford
| | - Kay-Tee Khaw
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Nicholas Wareham
- MRC Epidemiology Unit, Institute of Metabolic Science, Addenbrooke’s Hospital, Cambridge, United Kingdom
| | - Nada Assi
- International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Heather A Ward
- Division of Epidemiology, Public Health and Primary Care, Imperial College, London, United Kingdom
| | - Dagfinn Aune
- Division of Epidemiology, Public Health and Primary Care, Imperial College, London, United Kingdom
| | - Elio Riboli
- Division of Epidemiology, Public Health and Primary Care, Imperial College, London, United Kingdom
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrücke, Nuthetal, Germany
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Aleksandrova K, Schlesinger S, Fedirko V, Jenab M, Bueno-de-Mesquita B, Freisling H, Romieu I, Pischon T, Kaaks R, Gunter MJ, Dahm CC, Overvad K, Rostgaard-Hansen AL, Tjønneland A, Trichopoulou A, Bamia C, Lagiou P, Agnoli C, Mattiello A, Bradbury K, Khaw KT, Riboli E, Boeing H. Metabolic Mediators of the Association Between Adult Weight Gain and Colorectal Cancer: Data From the European Prospective Investigation into Cancer and Nutrition (EPIC) Cohort. Am J Epidemiol 2017; 185:751-764. [PMID: 28387787 DOI: 10.1093/aje/kww194] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2015] [Accepted: 04/01/2016] [Indexed: 12/28/2022] Open
Abstract
Evidence indicates that gaining weight in adult life is associated with an elevated risk of colorectal cancer; however, biological mechanisms that may explain this association remain unclear. We evaluated the mediation effect of 20 different biomarkers on the relationship between adult weight gain and colorectal cancer, using data from a prospective nested case-control study of 452 incident cases diagnosed between 1992 and 2003 and matched within risk sets to 452 controls within the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort. The proportions of mediated effects (%) were estimated on the basis of differences in percent effect changes in conditional logistic regression models with and without additional adjustment for individual biomarkers. Greater adult weight gain (≥300 g/year vs. <300 g/year) was associated with a higher risk of colon cancer (multivariable-adjusted relative risk = 1.54, 95% confidence interval: 1.07, 2.24) but not rectal cancer (relative risk = 1.07, 95% confidence interval: 0.68, 1.66). This association was accounted for mostly by attained waist circumference (reduction of 61%) and by the biomarkers soluble leptin receptor (reduction of 43%) and glycated hemoglobin (reduction of 28%). These novel data suggest that the observed association between adult weight gain and colon cancer could be primarily explained by attained abdominal fatness and biomarkers of metabolic dysfunction.
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Ferroni P, Formica V, Della-Morte D, Lucchetti J, Spila A, D'Alessandro R, Riondino S, Guadagni F, Roselli M. Prognostic value of glycated hemoglobin in colorectal cancer. World J Gastroenterol 2016; 22:9984-9993. [PMID: 28018105 PMCID: PMC5143765 DOI: 10.3748/wjg.v22.i45.9984] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2016] [Revised: 10/18/2016] [Accepted: 11/16/2016] [Indexed: 02/06/2023] Open
Abstract
AIM To investigate the clinical significance of routinely used glycemic parameters in a cohort of colorectal cancer (CRC) patients.
METHODS Pre-treatment fasting blood glucose, insulin, HbA1c and homeostasis model of risk assessment (HOMA-IR) were retrospectively evaluated in a case-control study of 224 CRC and 112 control subjects matched for sex, obesity and diabetes frequency and blood lipid profile. Furthermore, the prognostic value of routinely used glycemic parameters towards progression-free (PFS) and overall survival (OS) was prospectively evaluated.
RESULTS Fasting blood glucose, insulin, HOMA-IR and HbA1c (all P < 0.0001) levels were higher in non-diabetic CRC patients compared with obesity-matched controls. All parameters were associated with increased CRC risk at ROC analysis, but no relationship with clinical-pathological variables or survival outcomes was observed for glycemia, insulinemia or HOMA-IR. Conversely, advanced CRC stage (P = 0.018) was an independent predictor of increased HbA1c levels, which were also higher in patients who had disease progression compared with those who did not (P = 0.05). Elevated HbA1c levels showed a negative prognostic value both in terms of PFS (HR = 1.24) and OS (HR = 1.36) after adjustment for major confounders, which was further confirmed in a subgroup analysis performed after exclusion of diabetic patients.
CONCLUSION HbA1c might have a negative prognostic value in CRC, thus suggesting that glycemic metabolic markers should be carefully monitored in these patients, independently of overt diabetes.
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Hope C, Robertshaw A, Cheung KL, Idris I, English E. Relationship between HbA1c and cancer in people with or without diabetes: a systematic review. Diabet Med 2016; 33:1013-25. [PMID: 26577885 DOI: 10.1111/dme.13031] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/11/2015] [Indexed: 12/25/2022]
Abstract
AIM To identify the relationship between HbA1c and cancers in people with or without diabetes. BACKGROUND Cancer is a major public health problem, accounting for 8.2 million deaths worldwide in 2012. HbA1c level has been associated with the risk of developing certain cancers, although the existing evidence is conflicting. METHODS EMBASE, MEDLINE, CINAHL and the Cochrane Library were searched. Eligible articles included randomized controlled trials, cohort studies, case-control studies, systematic reviews and meta-analyses. Participants of either sex, with or without Type 1 or 2 diabetes, were included. The studies were assessed using the Scottish Intercollegiate Guidelines Network (SIGN) criteria by two independent assessors. No meta-analysis was performed because of the heterogeneity of results. RESULTS A total of 19 studies from 1006 met the inclusion criteria, of which 14 were cohort studies and five were nested case-control studies. Eight studies investigated outcomes for all cancer sites. Four of these studies reported that higher HbA1c levels were associated with higher incidence and/or mortality risk for all cancers. One study observed a U-shaped relationship between HbA1c and cancer incidence and mortality. Increasing HbA1c levels were associated with increasing risk of developing colorectal, pancreatic, respiratory and female genital tract cancers. No increased risk was observed for breast cancer, gastrointestinal or urological malignancies. CONCLUSION HbA1c appears to be associated with cancer incidence and/or cancer mortality, but further studies are needed to fully understand the complex relationship between HbA1c and cancer.
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Affiliation(s)
- C Hope
- School of Medicine, University of Nottingham, Royal Derby Hospital, Derby, UK
| | - A Robertshaw
- School of Medicine, University of Nottingham, Royal Derby Hospital, Derby, UK
| | - K L Cheung
- School of Medicine, University of Nottingham, Royal Derby Hospital, Derby, UK
| | - I Idris
- School of Medicine, University of Nottingham, Royal Derby Hospital, Derby, UK
| | - E English
- School of Medicine, University of Nottingham, Royal Derby Hospital, Derby, UK
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Xu J, Ye Y, Wu H, Duerksen-Hughes P, Zhang H, Li P, Huang J, Yang J, Wu Y, Xia D. Association between markers of glucose metabolism and risk of colorectal cancer. BMJ Open 2016; 6:e011430. [PMID: 27354075 PMCID: PMC4932260 DOI: 10.1136/bmjopen-2016-011430] [Citation(s) in RCA: 65] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVES Independent epidemiological studies have evaluated the association between markers of glucose metabolism (including fasting glucose, fasting insulin, homeostasis model of risk assessment-insulin resistance (HOMA-IR), glycated haemoglobin (HbA1c) and C peptide) and the risk of colorectal cancer (CRC). However, such associations have not been systematically analysed and no clear conclusions have been drawn. Therefore, we addressed this issue using a meta-analysis approach. DESIGN Systematic review and meta-analysis. DATA SOURCES PubMed and EMBASE were searched up to May 2015. PRIMARY AND SECONDARY OUTCOME MEASURES Either a fixed-effects or random-effects model was adopted to estimate overall ORs for the association between markers of glucose metabolism and the risk of CRC. In addition, dose-response, meta-regression, subgroup and publication bias analyses were conducted. RESULTS 35 studies involving 25 566 patients and 5 706 361 participants were included. Higher levels of fasting glucose, fasting insulin, HOMA-IR, HbA1c and C peptide were all significantly associated with increased risk of CRC (fasting glucose, pooled OR=1.12, 95% CI 1.06 to 1.18; fasting insulin, pooled OR=1.42, 95% CI 1.19 to 1.69; HOMA-IR, pooled OR=1.47, 95% CI 1.24 to 1.74; HbA1c, pooled OR=1.22, 95% CI 1.02 to 1.47 (with borderline significance); C peptide, pooled OR=1.27, 95% CI 1.08 to 1.49). Subgroup analysis suggested that a higher HOMA-IR value was significantly associated with CRC risk in all subgroups, including gender, study design and geographic region. For the relative long-term markers, the association was significant for HbA1c in case-control studies, while C peptide was significantly associated with CRC risk in both the male group and colon cancer. CONCLUSIONS The real-time composite index HOMA-IR is a better indicator for CRC risk than are fasting glucose and fasting insulin. The relative long-term markers, HbA1c and C peptide, are also valid predictors for CRC risk. Considering the included case-control studies in the current analysis, more cohort studies are warranted to enhance future analysis.
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Affiliation(s)
- Jinming Xu
- Zhejiang University School of Public Health, Hangzhou, China
- Department of Toxicology, Zhejiang University School of Public Health, Hangzhou, China
| | - Yao Ye
- Zhejiang University School of Public Health, Hangzhou, China
- Department of Toxicology, Zhejiang University School of Public Health, Hangzhou, China
| | - Han Wu
- Zhejiang University School of Public Health, Hangzhou, China
- Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, China
| | - Penelope Duerksen-Hughes
- Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, California, USA
| | - Honghe Zhang
- Zhejiang University School of Public Health, Hangzhou, China
- Department of Pathology, Zhejiang University School of Medicine, Hangzhou, China
| | - Peiwei Li
- Zhejiang University School of Public Health, Hangzhou, China
- Department of Gastroenterology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Jian Huang
- Department of Oncology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Jun Yang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yihua Wu
- Zhejiang University School of Public Health, Hangzhou, China
- Department of Toxicology, Zhejiang University School of Public Health, Hangzhou, China
| | - Dajing Xia
- Zhejiang University School of Public Health, Hangzhou, China
- Department of Toxicology, Zhejiang University School of Public Health, Hangzhou, China
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21
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HbA1c and Risks of All-Cause and Cause-Specific Death in Subjects without Known Diabetes: A Dose-Response Meta-Analysis of Prospective Cohort Studies. Sci Rep 2016; 6:24071. [PMID: 27045572 PMCID: PMC4820688 DOI: 10.1038/srep24071] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2015] [Accepted: 03/18/2016] [Indexed: 12/17/2022] Open
Abstract
Whether HbA1c levels are associated with mortality in subjects without known diabetes remains controversial. Moreover, the shape of the dose–response relationship on this topic is unclear. Therefore, a dose–response meta-analysis was conducted. PubMed and EMBASE were searched. Summary hazard ratios (HRs) were calculated using a random-effects model. Twelve studies were included. The summary HR per 1% increase in HbA1c level was 1.03 [95% confidence interval (CI) = 1.01–1.04] for all-cause mortality, 1.05 [95% CI = 1.02–1.07) for cardiovascular disease (CVD) mortality, and 1.02 (95% CI = 0.99–1.07) for cancer mortality. After excluding subjects with undiagnosed diabetes, the aforementioned associations remained significant for CVD mortality only. After further excluding subjects with prediabetes, all aforementioned associations presented non-significance. Evidence of a non-linear association between HbA1c and mortality from all causes, CVD and cancer was found (all Pnon-linearity < 0.05). The dose–response curves were relatively flat for HbA1c less than around 5.7%, and rose steeply thereafter. In conclusion, higher HbA1c level is associated with increased mortality from all causes and CVD among subjects without known diabetes. However, this association is driven by those with undiagnosed diabetes or prediabetes. The results regarding cancer mortality should be treated with caution due to limited studies.
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22
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Murphy N, Cross AJ, Abubakar M, Jenab M, Aleksandrova K, Boutron-Ruault MC, Dossus L, Racine A, Kühn T, Katzke VA, Tjønneland A, Petersen KEN, Overvad K, Quirós JR, Jakszyn P, Molina-Montes E, Dorronsoro M, Huerta JM, Barricarte A, Khaw KT, Wareham N, Travis RC, Trichopoulou A, Lagiou P, Trichopoulos D, Masala G, Krogh V, Tumino R, Vineis P, Panico S, Bueno-de-Mesquita HB, Siersema PD, Peeters PH, Ohlsson B, Ericson U, Palmqvist R, Nyström H, Weiderpass E, Skeie G, Freisling H, Kong SY, Tsilidis K, Muller DC, Riboli E, Gunter MJ. A Nested Case-Control Study of Metabolically Defined Body Size Phenotypes and Risk of Colorectal Cancer in the European Prospective Investigation into Cancer and Nutrition (EPIC). PLoS Med 2016; 13:e1001988. [PMID: 27046222 PMCID: PMC4821615 DOI: 10.1371/journal.pmed.1001988] [Citation(s) in RCA: 66] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2015] [Accepted: 02/23/2016] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Obesity is positively associated with colorectal cancer. Recently, body size subtypes categorised by the prevalence of hyperinsulinaemia have been defined, and metabolically healthy overweight/obese individuals (without hyperinsulinaemia) have been suggested to be at lower risk of cardiovascular disease than their metabolically unhealthy (hyperinsulinaemic) overweight/obese counterparts. Whether similarly variable relationships exist for metabolically defined body size phenotypes and colorectal cancer risk is unknown. METHODS AND FINDINGS The association of metabolically defined body size phenotypes with colorectal cancer was investigated in a case-control study nested within the European Prospective Investigation into Cancer and Nutrition (EPIC) study. Metabolic health/body size phenotypes were defined according to hyperinsulinaemia status using serum concentrations of C-peptide, a marker of insulin secretion. A total of 737 incident colorectal cancer cases and 737 matched controls were divided into tertiles based on the distribution of C-peptide concentration amongst the control population, and participants were classified as metabolically healthy if below the first tertile of C-peptide and metabolically unhealthy if above the first tertile. These metabolic health definitions were then combined with body mass index (BMI) measurements to create four metabolic health/body size phenotype categories: (1) metabolically healthy/normal weight (BMI < 25 kg/m2), (2) metabolically healthy/overweight (BMI ≥ 25 kg/m2), (3) metabolically unhealthy/normal weight (BMI < 25 kg/m2), and (4) metabolically unhealthy/overweight (BMI ≥ 25 kg/m2). Additionally, in separate models, waist circumference measurements (using the International Diabetes Federation cut-points [≥80 cm for women and ≥94 cm for men]) were used (instead of BMI) to create the four metabolic health/body size phenotype categories. Statistical tests used in the analysis were all two-sided, and a p-value of <0.05 was considered statistically significant. In multivariable-adjusted conditional logistic regression models with BMI used to define adiposity, compared with metabolically healthy/normal weight individuals, we observed a higher colorectal cancer risk among metabolically unhealthy/normal weight (odds ratio [OR] = 1.59, 95% CI 1.10-2.28) and metabolically unhealthy/overweight (OR = 1.40, 95% CI 1.01-1.94) participants, but not among metabolically healthy/overweight individuals (OR = 0.96, 95% CI 0.65-1.42). Among the overweight individuals, lower colorectal cancer risk was observed for metabolically healthy/overweight individuals compared with metabolically unhealthy/overweight individuals (OR = 0.69, 95% CI 0.49-0.96). These associations were generally consistent when waist circumference was used as the measure of adiposity. To our knowledge, there is no universally accepted clinical definition for using C-peptide level as an indication of hyperinsulinaemia. Therefore, a possible limitation of our analysis was that the classification of individuals as being hyperinsulinaemic-based on their C-peptide level-was arbitrary. However, when we used quartiles or the median of C-peptide, instead of tertiles, as the cut-point of hyperinsulinaemia, a similar pattern of associations was observed. CONCLUSIONS These results support the idea that individuals with the metabolically healthy/overweight phenotype (with normal insulin levels) are at lower colorectal cancer risk than those with hyperinsulinaemia. The combination of anthropometric measures with metabolic parameters, such as C-peptide, may be useful for defining strata of the population at greater risk of colorectal cancer.
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Affiliation(s)
- Neil Murphy
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
| | - Amanda J. Cross
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
| | - Mustapha Abubakar
- Division of Genetics and Epidemiology, Institute of Cancer Research, Sutton, United Kingdom
| | - Mazda Jenab
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Krasimira Aleksandrova
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Potsdam, Germany
| | - Marie-Christine Boutron-Ruault
- Inserm, Nutrition, Hormones and Women’s Health, Centre for Research in Epidemiology and Population Health (CESP), U1018, Villejuif, France
- Université Paris Sud, UMRS 1018, Villejuif, France
- Institut Gustave Roussy, Villejuif, France
| | - Laure Dossus
- Inserm, Nutrition, Hormones and Women’s Health, Centre for Research in Epidemiology and Population Health (CESP), U1018, Villejuif, France
- Université Paris Sud, UMRS 1018, Villejuif, France
- Institut Gustave Roussy, Villejuif, France
| | - Antoine Racine
- Inserm, Nutrition, Hormones and Women’s Health, Centre for Research in Epidemiology and Population Health (CESP), U1018, Villejuif, France
- Université Paris Sud, UMRS 1018, Villejuif, France
- Institut Gustave Roussy, Villejuif, France
| | - Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Verena A. Katzke
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | | | - Kim Overvad
- Section for Epidemiology, Department of Public Health, Aarhus University, Aarhus, Denmark
| | | | - Paula Jakszyn
- Unit of Nutrition, Environment and Cancer, Catalan Institute of Oncology, Barcelona, Spain
| | - Esther Molina-Montes
- Andalusian School of Public Health, Granada, Spain
- Biomedical Research Centre Network for Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - Miren Dorronsoro
- Public Health Direction and Biodonostia–CIBERESP, Basque Regional Health Department, Vitoria, Spain
| | - José-María Huerta
- Biomedical Research Centre Network for Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council, Murcia, Spain
| | - Aurelio Barricarte
- Biomedical Research Centre Network for Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Navarre Public Health Institute, Pamplona, Spain
| | - Kay-Tee Khaw
- University of Cambridge, Cambridge, United Kingdom
| | - Nick Wareham
- MRC Epidemiology Unit, Cambridge, United Kingdom
| | - Ruth C. Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- Department of Hygiene, Epidemiology and Medical Statistics, University of Athens Medical School, Athens, Greece
- Bureau of Epidemiologic Research, Academy of Athens, Athens, Greece
| | - Pagona Lagiou
- Department of Hygiene, Epidemiology and Medical Statistics, University of Athens Medical School, Athens, Greece
- Bureau of Epidemiologic Research, Academy of Athens, Athens, Greece
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, United States of America
| | - Dimitrios Trichopoulos
- Hellenic Health Foundation, Athens, Greece
- Bureau of Epidemiologic Research, Academy of Athens, Athens, Greece
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, United States of America
| | - Giovanna Masala
- Molecular and Nutritional Epidemiology Unit, Cancer Research and Prevention Institute (ISPO), Florence, Italy
| | - Vittorio Krogh
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, Civic–M.P.Arezzo Hospital, Azienda Sanitaria Provinciale di Ragusa, Italy
| | - Paolo Vineis
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
- HuGeF Foundation, Torino, Italy
| | - Salvatore Panico
- Dipartimento di Medicina Clinica e Sperimentale, Federico II University, Naples, Italy
| | - H. Bas Bueno-de-Mesquita
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
- Department of Determinants of Chronic Diseases, National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Gastroenterology and Hepatology, University Medical Centre Utrecht, Utrecht, The Netherlands
- Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Peter D. Siersema
- Department of Gastroenterology and Hepatology, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Petra H. Peeters
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Bodil Ohlsson
- Division of Internal Medicine, Department of Clinical Sciences, Skåne University Hospital, Lund University, Malmö, Sweden
| | - Ulrika Ericson
- Diabetes and Cardiovascular Disease–Genetic Epidemiology, Department of Clinical Sciences, Skåne University Hospital, Lund University, Malmö, Lund University, Sweden
| | | | | | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø–The Arctic University of Norway, Tromsø, Norway
- Cancer Registry of Norway, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Genetic Epidemiology, Folkhälsan Research Center, Helsinki, Finland
| | - Guri Skeie
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø–The Arctic University of Norway, Tromsø, Norway
| | - Heinz Freisling
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - So Yeon Kong
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Kostas Tsilidis
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
- Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
| | - David C. Muller
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Elio Riboli
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
| | - Marc J Gunter
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
- International Agency for Research on Cancer, World Health Organization, Lyon, France
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Chuang SC, Boeing H, Vollset SE, Midttun Ø, Ueland PM, Bueno-de-Mesquita B, Lajous M, Fagherazzi G, Boutron-Ruault MC, Kaaks R, Küehn T, Pischon T, Drogan D, Tjønneland A, Overvad K, Quirós JR, Agudo A, Molina-Montes E, Dorronsoro M, Huerta JM, Barricarte A, Khaw KT, Wareham NJ, Travis RC, Trichopoulou A, Lagiou P, Trichopoulos D, Masala G, Agnoli C, Tumino R, Mattiello A, Peeters PH, Weiderpass E, Palmqvist R, Ljuslinder I, Gunter M, Lu Y, Cross AJ, Riboli E, Vineis P, Aleksandrova K. Cellular immune activity biomarker neopterin is associated hyperlipidemia: results from a large population-based study. Immun Ageing 2016; 13:5. [PMID: 26918023 PMCID: PMC4766742 DOI: 10.1186/s12979-016-0059-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2015] [Accepted: 02/05/2016] [Indexed: 12/31/2022]
Abstract
BACKGROUND Increased serum neopterin had been described in older age two decades ago. Neopterin is a biomarker of systemic adaptive immune activation that could be potentially implicated in metabolic syndrome (MetS). Measurements of waist circumference, triglycerides, high-density lipoprotein cholesterol (HDLC), systolic and diastolic blood pressure, glycated hemoglobin as components of MetS definition, and plasma total neopterin concentrations were performed in 594 participants recruited in the European Prospective Investigation into Cancer and Nutrition (EPIC). RESULTS Higher total neopterin concentrations were associated with reduced HDLC (9.7 %, p < 0.01 for men and 9.2 %, p < 0.01 for women), whereas no association was observed with the rest of the MetS components as well as with MetS overall (per 10 nmol/L: OR = 1.42, 95 % CI = 0.85-2.39 for men and OR = 1.38, 95 % CI = 0.79-2.43). CONCLUSIONS These data suggest that high total neopterin concentrations are cross-sectionally associated with reduced HDLC, but not with overall MetS.
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Affiliation(s)
- Shu-Chun Chuang
- />Institute of Population Health Sciences, National Health Research Institutes, 35 Keyan Road, Zhunan, Miaoli County, 35053 Taiwan
- />Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Heiner Boeing
- />Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
| | - Stein Emil Vollset
- />Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway
- />Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway
| | | | - Per Magne Ueland
- />Department of Clinical Science, University of Bergen, Bergen, Norway
- />Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway
| | - Bas Bueno-de-Mesquita
- />Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- />The National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- />Department of Gastroenterology and Hepatology, University Medical Centre, Utrecht, The Netherlands
- />Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Martin Lajous
- />Inserm, Centre for research in Epidemiology and Population Health (CESP), U1018, Nutrition, Hormones and Women’s Health team, F-94805 Villejuif, France
- />University of Paris Sud, UMRS 1018, F-94805 Villejuif, France
- />IGR, F-94805, Villejuif, France
| | - Guy Fagherazzi
- />Inserm, Centre for research in Epidemiology and Population Health (CESP), U1018, Nutrition, Hormones and Women’s Health team, F-94805 Villejuif, France
- />University of Paris Sud, UMRS 1018, F-94805 Villejuif, France
- />IGR, F-94805, Villejuif, France
| | - Marie-Christine Boutron-Ruault
- />Inserm, Centre for research in Epidemiology and Population Health (CESP), U1018, Nutrition, Hormones and Women’s Health team, F-94805 Villejuif, France
- />University of Paris Sud, UMRS 1018, F-94805 Villejuif, France
- />IGR, F-94805, Villejuif, France
| | - Rudolf Kaaks
- />Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Tilman Küehn
- />Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Tobias Pischon
- />Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine (MDC), Berlin-Buch, Germany
| | - Dagmar Drogan
- />Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrücke, Nuthetal, Germany
| | - Anne Tjønneland
- />Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Kim Overvad
- />Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark
| | | | - Antonio Agudo
- />Unit of Nutrition, Environment and Cancer, Catalan Institute of Oncology-ICO, IDIBELL, L’Hospitalet de Llobregat, Barcelona, Spain
| | - Esther Molina-Montes
- />Escuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria de Granada (Granada.ibs), Granada, Spain
- />Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública-CIBERESP), Madrid, Spain
| | - Miren Dorronsoro
- />Epidemiology and Health Information, Public Health Division of Gipuzkoa, Basque Regional Health Department, San Sebastian, Spain
| | - José María Huerta
- />Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública-CIBERESP), Madrid, Spain
- />Department of Epidemiology, Murcia Regional Health Council, Murcia, Spain
| | | | - Kay-Tee Khaw
- />Clinical Gerontology Unit, Addenbrooke’s Hospital, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Nicholas J. Wareham
- />MRC Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Ruth C. Travis
- />Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Antonia Trichopoulou
- />Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
- />Hellenic Health Foundation, Athens, Greece
| | - Pagona Lagiou
- />Bureau of Epidemiologic Research, Academy of Athens, Athens, Greece
- />Department of Hygiene, Epidemiology and Medical Statistics, University of Athens Medical School, Athens, Greece
- />Department of Epidemiology, Harvard School of Public Health, Boston, USA
| | - Dimitrios Trichopoulos
- />Hellenic Health Foundation, Athens, Greece
- />Department of Hygiene, Epidemiology and Medical Statistics, University of Athens Medical School, Athens, Greece
| | - Giovanna Masala
- />Molecular and Nutritional Epidemiology Unit, Cancer Research and Prevention Institute – ISPO, Florence, Italy
| | - Claudia Agnoli
- />Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Rosario Tumino
- />Cancer Registry and Histopathology Unit, “Civic - M.P. Arezzo” Hospital, ASP Ragusa, Italy
| | - Amalia Mattiello
- />Dipartamento di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy
| | - Petra H Peeters
- />Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- />Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Elisabete Weiderpass
- />Department of Community Medicine, Faculty of Health Sciences, University of Tromso, Tromsø, Norway
- />Department of Research, Cancer Registry of Norway, Oslo, Norway
- />Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- />Samfundet Folkhälsan, Helsinki, Finland
| | - Richard Palmqvist
- />Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Ingrid Ljuslinder
- />Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Marc Gunter
- />Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Yunxia Lu
- />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
| | - Elio Riboli
- />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
| | - Krasimira Aleksandrova
- />Nutrition, Immunity and Metabolism Start-up Lab, Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
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Saber MM, Galal MA, Ain-Shoka AA, Shouman SA. Combination of metformin and 5-aminosalicylic acid cooperates to decrease proliferation and induce apoptosis in colorectal cancer cell lines. BMC Cancer 2016; 16:126. [PMID: 26896068 PMCID: PMC4759732 DOI: 10.1186/s12885-016-2157-9] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2015] [Accepted: 02/10/2016] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The link between inflammation and cancer has been confirmed by the use of anti-inflammatory therapies in cancer prevention and treatment. 5-aminosalicylic acid (5-ASA) was shown to decrease the growth and survival of colorectal cancer (CRC) cells. Studies also revealed that metformin induced apoptosis in several cancer cell lines. METHODS We investigated the combinatory effect of 5-ASA and metformin on HCT-116 and Caco-2 CRC cell lines. Apoptotic markers were determined using western blotting. Expression of pro-inflammatory cytokines was determined by RT-PCR. Inflammatory transcription factors and metastatic markers were measured by ELISA. RESULTS Metformin enhanced CRC cell death induced by 5-ASA through significant increase in oxidative stress and activation of apoptotic machinery. Moreover, metformin enhanced the anti-inflammatory effect of 5-ASA by decreasing the gene expression of IL-1β, IL-6, COX-2 and TNF-α and its receptors; TNF-R1 and TNF-R2. Significant inhibition of activation of NF-κB and STAT3 transcription factors, and their downstream targets was also observed. Metformin also enhanced the inhibitory effect of 5-ASA on MMP-2 and MMP-9 enzyme activity, indicating a decrease in metastasis. CONCLUSION The current data demonstrate that metformin potentiates the antitumor effect of 5-ASA on CRC cells suggesting their potential use as an adjuvant treatment in CRC.
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Affiliation(s)
- Mona M Saber
- Pharmacology and Toxicolgy Department, Faculty of Pharmacy, Cairo University, Cairo, 11562, Egypt.
| | - May A Galal
- Pharmacology and Toxicolgy Department, Faculty of Pharmacy, Cairo University, Cairo, 11562, Egypt.
| | - Afaf A Ain-Shoka
- Pharmacology and Toxicolgy Department, Faculty of Pharmacy, Cairo University, Cairo, 11562, Egypt.
| | - Samia A Shouman
- Parmacology Unit,Cancer Biology Department, National Cancer Institute, Cairo University, Cairo, 11796, Egypt.
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25
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Kong SY, Tran HQ, Gewirtz AT, McKeown-Eyssen G, Fedirko V, Romieu I, Tjønneland A, Olsen A, Overvad K, Boutron-Ruault MC, Bastide N, Affret A, Kühn T, Kaaks R, Boeing H, Aleksandrova K, Trichopoulou A, Kritikou M, Vasilopoulou E, Palli D, Krogh V, Mattiello A, Tumino R, Naccarati A, Bueno-de-Mesquita HB, Peeters PH, Weiderpass E, Quirós JR, Sala N, Sánchez MJ, Castaño JMH, Barricarte A, Dorronsoro M, Werner M, Wareham NJ, Khaw KT, Bradbury KE, Freisling H, Stavropoulou F, Ferrari P, Gunter MJ, Cross AJ, Riboli E, Bruce WR, Jenab M. Serum Endotoxins and Flagellin and Risk of Colorectal Cancer in the European Prospective Investigation into Cancer and Nutrition (EPIC) Cohort. Cancer Epidemiol Biomarkers Prev 2016; 25:291-301. [PMID: 26823475 PMCID: PMC5576525 DOI: 10.1158/1055-9965.epi-15-0798] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2015] [Accepted: 12/11/2015] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Chronic inflammation and oxidative stress are thought to be involved in colorectal cancer development. These processes may contribute to leakage of bacterial products, such as lipopolysaccharide (LPS) and flagellin, across the gut barrier. The objective of this study, nested within a prospective cohort, was to examine associations between circulating LPS and flagellin serum antibody levels and colorectal cancer risk. METHODS A total of 1,065 incident colorectal cancer cases (colon, n = 667; rectal, n = 398) were matched (1:1) to control subjects. Serum flagellin- and LPS-specific IgA and IgG levels were quantitated by ELISA. Multivariable conditional logistic regression models were used to calculate ORs and 95% confidence intervals (CI), adjusting for multiple relevant confouding factors. RESULTS Overall, elevated anti-LPS and anti-flagellin biomarker levels were not associated with colorectal cancer risk. After testing potential interactions by various factors relevant for colorectal cancer risk and anti-LPS and anti-flagellin, sex was identified as a statistically significant interaction factor (Pinteraction < 0.05 for all the biomarkers). Analyses stratified by sex showed a statistically significant positive colorectal cancer risk association for men (fully-adjusted OR for highest vs. lowest quartile for total anti-LPS + flagellin, 1.66; 95% CI, 1.10-2.51; Ptrend, 0.049), whereas a borderline statistically significant inverse association was observed for women (fully-adjusted OR, 0.70; 95% CI, 0.47-1.02; Ptrend, 0.18). CONCLUSION In this prospective study on European populations, we found bacterial exposure levels to be positively associated to colorectal cancer risk among men, whereas in women, a possible inverse association may exist. IMPACT Further studies are warranted to better clarify these preliminary observations.
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Affiliation(s)
- So Yeon Kong
- Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Hao Quang Tran
- Center for Inflammation, Immunity, and Infection, Department of Biology, Georgia State University, Atlanta, Georgia
| | - Andrew T Gewirtz
- Center for Inflammation, Immunity, and Infection, Department of Biology, Georgia State University, Atlanta, Georgia
| | - Gail McKeown-Eyssen
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Veronika Fedirko
- Department of Epidemiology, Rollins School of Public Health, Winship Cancer Institute, Emory University, Atlanta, Georgia
| | - Isabelle Romieu
- Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Anne Tjønneland
- Diet, Genes, and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Anja Olsen
- Diet, Genes, and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Kim Overvad
- Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus C, Denmark
| | - Marie-Christine Boutron-Ruault
- INSERM, CESP Centre for Research in Epidemiology and Population Health, Lifestyle, Genes, and Health: Integrative Trans-Generational Epidemiology, Villejuif, France. University of Paris-South, Villejuif, France. Institute Gustave Roussy, Villejuif, France
| | - Nadia Bastide
- INSERM, CESP Centre for Research in Epidemiology and Population Health, Lifestyle, Genes, and Health: Integrative Trans-Generational Epidemiology, Villejuif, France. University of Paris-South, Villejuif, France. Institute Gustave Roussy, Villejuif, France
| | - Aurélie Affret
- INSERM, CESP Centre for Research in Epidemiology and Population Health, Lifestyle, Genes, and Health: Integrative Trans-Generational Epidemiology, Villejuif, France. University of Paris-South, Villejuif, France. Institute Gustave Roussy, Villejuif, France
| | - Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
| | - Krasimira Aleksandrova
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece. Department of Hygiene, Epidemiology, and Medical Statistics, University of Athens Medical School, Athens, Greece
| | | | - Effie Vasilopoulou
- Department of Hygiene, Epidemiology, and Medical Statistics, University of Athens Medical School, Athens, Greece
| | - Domenico Palli
- Molecular and Nutritional Epidemiology Unit, Cancer Research and Prevention Institute - ISPO, Florence, Italy
| | - Vittorio Krogh
- Epidemiology and Prevention Unit, IRCCS Foundation, National Cancer Institute, Milano, Italy
| | - Amalia Mattiello
- Department of Clinical and Experimental Medicine, Federico II University, Naples, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, "Civic - MP Arezzo" Hospital, Ragusa, Italy
| | - Alessio Naccarati
- Human Genetics Foundation, Torino Molecular and Genetic Epidemiology Unit, Torino, Italy
| | - H B Bueno-de-Mesquita
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and Environment (RIVM), Bilthoven, the Netherlands. Department of Gastroenterology and Hepatology, University Medical Centre, Utrecht, the Netherlands. Department of Epidemiology and Biostatistics, School of Public Health, Imperil College London, London, United Kingdom. Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands. MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway. Department of Research, Cancer Registry of Norway, Oslo, Norway. Department of Medical Epidemiology and Biostatistics, Karolinska Instituet, Stockholm, Sweden. Department of Genetic Epidemiology, Folkhälsan Research Center, Helsinki, Finland
| | | | - Núria Sala
- Unit of Nutrition, Environment, and Cancer, Cancer Epidemiology Research Program, and Translational Research Laboratory, Catalan Institute of Oncology (IDIBELL), Barcelona, Spain
| | - María-José Sánchez
- Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria ibs, GRANADA, Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain. CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
| | - José María Huerta Castaño
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain. Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
| | - Aurelio Barricarte
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain. Navarra Public Health Institute, Pamplona, Spain. Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Miren Dorronsoro
- Public Health Direction and CIBERESP-Biodonostia Research Institute, Basque Regional Health Department, San Sebastian, Spain
| | - Mårten Werner
- Institution of Public Health and Medicine, Medicine Umeå University, Umeå, Sweden
| | - Nicholas J Wareham
- MRC Epidemiology Unit, Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Kay-Tee Khaw
- Clinical Gerontology Unit, Department of Public Health and Primary Care, Institute of Public Health, University of Cambridge, United Kingdom
| | - Kathryn E Bradbury
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Heinz Freisling
- Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Faidra Stavropoulou
- Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Pietro Ferrari
- Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Marc J Gunter
- Department of Epidemiology and Biostatistics, School of Public Health, Imperil College London, London, United Kingdom
| | - Amanda J Cross
- Department of Epidemiology and Biostatistics, School of Public Health, Imperil College London, London, United Kingdom
| | - Elio Riboli
- Department of Epidemiology and Biostatistics, School of Public Health, Imperil College London, London, United Kingdom
| | - W Robert Bruce
- Department of Nutritional Sciences, University of Toronto, Toronto, Canada.
| | - Mazda Jenab
- Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO), Lyon, France.
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John WG, Little R, Sacks DB, Weykamp C, Lenters-Westra E, Hornsby T, Zhao Z, Siebelder C, Tennill A, English E. Multicentre evaluation of the Premier Hb9210 HbA1c analyser. Clin Chem Lab Med 2015; 53:319-27. [PMID: 25274956 DOI: 10.1515/cclm-2014-0589] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2014] [Accepted: 09/04/2014] [Indexed: 01/14/2023]
Abstract
BACKGROUND The accurate and precise quantification of HbA1c is essential for the diagnosis and routine monitoring of patients with diabetes. We report an evaluation of the Trinity Biotech Premier Hb9210 analyser (Bray, Ireland/Kansas City, MO, USA), a boronate affinity chromatography-based high performance liquid chromatography (HPLC) system for the measurement of glycated haemoglobin. METHODS We evaluated the analytical performance of the Hb9210 as part of a multicentre evaluation. The effect of haemoglobin variants, other potential interferences and the performance in comparison to both the International Federation of Clinical Chemistry and Laboratory Medicine (IFCC) and National Glycohemoglobin Standardization Program (NGSP) reference systems, was assessed. Most of the centres participating also act as reference laboratories for both the IFCC standardisation network for HbA1c and the NGSP. RESULTS The combined data from all centres showed total coefficients of variation (CV) of 2.71%, 2.32% and 2.14% at low, medium and high values, respectively, for mmol/mol (SI units) and 1.62%, 1.59% and 1.68% for % (NGSP units), which are well below the recommended upper limits of 3% CV for mmol/mol (SI units) and 2% CV for % (NGSP). The analyser showed a good correlation to HbA1c methods currently used in clinical practice and the IFCC reference method procedure. Haemoglobin variants AC, AS, AE and AD do not affect the measurement of HbA1c. Overall the Hb9210 performs well across the whole analytical range. CONCLUSIONS The Hb9210 performs well and is suitable for clinical application in the analysis of HbA1c.
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Shi J, Xiong L, Li J, Cao H, Jiang W, Liu B, Chen X, Liu C, Liu K, Wang G, Cai K. A Linear Dose-Response Relationship between Fasting Plasma Glucose and Colorectal Cancer Risk: Systematic Review and Meta-analysis. Sci Rep 2015; 5:17591. [PMID: 26620869 PMCID: PMC4665197 DOI: 10.1038/srep17591] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2015] [Accepted: 11/02/2015] [Indexed: 02/06/2023] Open
Abstract
For many years, the question of whether hyperglycaemia, a manifestation of prediabetes, diabetes mellitus and metabolic syndrome, is a risk factor for colorectal cancer has been intensely studied. In fact, even after the conclusion of several prospective studies, the topic is still controversial. We conducted a systematic review and meta-analysis to investigate the dose-response relationship between blood glucose concentration and the incidence of colorectal cancer. A linear (P = 0.303 for non-linearity) dose-response relationship was observed between fasting plasma glucose (FPG) and colorectal cancer risk without significant heterogeneity. The relative risk (RR) for colorectal cancer per 20 mg/dL increase in FPG was 1.015 (95% CI: 1.012-1.019, P = 0.000). In subgroup analyses, the pooled RRs for colon cancer (CC) and rectal cancer (RC) studies were 1.035 (95% CI 1.008-1.062, P = 0.011) and 1.031 (95% CI: 0.189-5.628, P = 0.972), respectively; in the analysis comparing men and women, the pooled RRs were 1.016 (95% CI: 1.012-1.020, P = 0.000) and 1.011 (95% CI: 0.995-1.027, P = 0.164), respectively. Sensitivity analyses using two methods showed similar results. In conclusion, there is a significant linear dose-response relationship between FPG and the incidence risk of colorectal cancer. For people with diabetes or prediabetes, controlling blood glucose might be useful to prevent colorectal cancer.
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Affiliation(s)
- Jianguo Shi
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
| | - Lijuan Xiong
- Department of Infectious Disease, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
| | - Jiaoyuan Li
- State Key Laboratory of Environment Health (Incubation, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
- Ministry of Education) Key Laboratory of Environment & Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
- Ministry of Environmental Protection Key Laboratory of Environment and Health (Wuhan), Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
| | - Heng Cao
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
| | - Wen Jiang
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
| | - Bo Liu
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
| | - Xueqin Chen
- State Key Laboratory of Environment Health (Incubation, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
- Ministry of Education) Key Laboratory of Environment & Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
- Ministry of Environmental Protection Key Laboratory of Environment and Health (Wuhan), Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
| | - Cheng Liu
- State Key Laboratory of Environment Health (Incubation, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
- Ministry of Education) Key Laboratory of Environment & Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
- Ministry of Environmental Protection Key Laboratory of Environment and Health (Wuhan), Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
| | - Ke Liu
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
| | - Guobin Wang
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
| | - Kailin Cai
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
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Kong SY, Takeuchi M, Hyogo H, McKeown-Eyssen G, Yamagishi SI, Chayama K, O'Brien PJ, Ferrari P, Overvad K, Olsen A, Tjønneland A, Boutron-Ruault MC, Bastide N, Carbonnel F, Kühn T, Kaaks R, Boeing H, Aleksandrova K, Trichopoulou A, Lagiou P, Vasilopoulou E, Masala G, Pala V, Santucci De Magistris M, Tumino R, Naccarati A, Bueno-de-Mesquita HB, Peeters PH, Weiderpass E, Quirós JR, Jakszyn P, Sánchez MJ, Dorronsoro M, Gavrila D, Ardanaz E, Rutegård M, Nyström H, Wareham NJ, Khaw KT, Bradbury KE, Romieu I, Freisling H, Stavropoulou F, Gunter MJ, Cross AJ, Riboli E, Jenab M, Bruce WR. The Association between Glyceraldehyde-Derived Advanced Glycation End-Products and Colorectal Cancer Risk. Cancer Epidemiol Biomarkers Prev 2015; 24:1855-63. [PMID: 26404963 PMCID: PMC6284787 DOI: 10.1158/1055-9965.epi-15-0422] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2015] [Accepted: 07/28/2015] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND A large proportion of colorectal cancers are thought to be associated with unhealthy dietary and lifestyle exposures, particularly energy excess, obesity, hyperinsulinemia, and hyperglycemia. It has been suggested that these processes stimulate the production of toxic reactive carbonyls from sugars such as glyceraldehyde. Glyceraldehyde contributes to the production of a group of compounds known as glyceraldehyde-derived advanced glycation end-products (glycer-AGEs), which may promote colorectal cancer through their proinflammatory and pro-oxidative properties. The objective of this study nested within a prospective cohort was to explore the association of circulating glycer-AGEs with risk of colorectal cancer. METHODS A total of 1,055 colorectal cancer cases (colon n = 659; rectal n = 396) were matchced (1:1) to control subjects. Circulating glycer-AGEs were measured by a competitive ELISA. Multivariable conditional logistic regression models were used to calculate ORs and 95% confidence intervals (95% CI), adjusting for potential confounding factors, including smoking, alcohol, physical activity, body mass index, and diabetes status. RESULTS Elevated glycer-AGEs levels were not associated with colorectal cancer risk (highest vs. lowest quartile, 1.10; 95% CI, 0.82-1.49). Subgroup analyses showed possible divergence by anatomical subsites (OR for colon cancer, 0.83; 95% CI, 0.57-1.22; OR for rectal cancer, 1.90; 95% CI, 1.14-3.19; Pheterogeneity = 0.14). CONCLUSIONS In this prospective study, circulating glycer-AGEs were not associated with risk of colon cancer, but showed a positive association with the risk of rectal cancer. IMPACT Further research is needed to clarify the role of toxic products of carbohydrate metabolism and energy excess in colorectal cancer development.
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Affiliation(s)
- So Yeon Kong
- Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Masayoshi Takeuchi
- Department of Advanced Medicine, Medical Research Institute, Kanazawa Medical University, Kanazawa, Japan
| | - Hideyuki Hyogo
- Department of Gastroenterology and Metabolism, Hiroshima University Hospital, Hiroshima, Japan
| | | | - Sho-Ichi Yamagishi
- Department of Pathophysiology and Therapeutics of Diabetic Vascular Complications, Kurume University School of Medicine, Kurume, Japan
| | - Kazuaki Chayama
- Department of Gastroenterology and Metabolism, Hiroshima University Hospital, Hiroshima, Japan
| | - Peter J O'Brien
- Department of Pharmacology, University of Toronto, Toronto, Canada
| | - Pietro Ferrari
- Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Kim Overvad
- Section for Epidemiology, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Anja Olsen
- Diet, Genes, and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Anne Tjønneland
- Diet, Genes, and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Marie-Christine Boutron-Ruault
- Lifestyle, Genes, and Health: Trans-generational Integrated Epidemiology, EMT, Institute Gustave Roussy, Villejuif, France
| | - Nadia Bastide
- Lifestyle, Genes, and Health: Trans-generational Integrated Epidemiology, EMT, Institute Gustave Roussy, Villejuif, France
| | - Franck Carbonnel
- Lifestyle, Genes, and Health: Trans-generational Integrated Epidemiology, EMT, Institute Gustave Roussy, Villejuif, France. Service d'hépato-gastroentérologie, Hôpital Bicetre, Le Kremlin-Bicêtre Cedex, France
| | - Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrücke, Nuthetal, Germany
| | - Krasimira Aleksandrova
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrücke, Nuthetal, Germany
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece. Department of Hygiene, Epidemiology, and Medical Statistics, University of Athens Medical School, Athens, Greece. Bureau of Epidemiologic Research, Academy of Athens, Athens, Greece
| | - Pagona Lagiou
- Department of Hygiene, Epidemiology, and Medical Statistics, University of Athens Medical School, Athens, Greece. Bureau of Epidemiologic Research, Academy of Athens, Athens, Greece. Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts
| | - Effie Vasilopoulou
- Department of Hygiene, Epidemiology, and Medical Statistics, University of Athens Medical School, Athens, Greece
| | - Giovanna Masala
- Molecular and Nutritional Epidemiology Unit, Cancer Research and Prevention Institute - ISPO, Florence, Italy
| | - Valeria Pala
- Epidemiology and Prevention Unit, IRCCS Foundation, National Cancer Institute, Milan, Italy
| | | | - Rosario Tumino
- Cancer Registry and Histopathology Unit, "Civic - MP Arezzo" Hospital, Ragusa, Italy
| | - Alessio Naccarati
- Human Genetics Foundation, Torino Molecular and Genetic Epidemiology Unit, Torino, Italy
| | - H B Bueno-de-Mesquita
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and Environment (RIVM), Bilthoven, the Netherlands. Department of Gastroenterology and Hepatology, University Medical Centre, Utrecht, the Netherlands. Department of Epidemiology and Biostatistics, The School of Public Health, Imperil College London, London, United Kingdom. Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands. MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatics, School of Public Health, Imperial College, London, United Kingdom
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway. Cancer Registry of Norway, Oslo, Norway. Department of Medical Epidemiology and Biostatistics, Karolinska Instituet, Stockholm, Sweden. Department of Genetic Epidemiology, Folkhälsan Research Center, Helsinki, Finland
| | | | - Paula Jakszyn
- Unit of Nutrition, Environment, and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology, Barcelona, Spain
| | - María-José Sánchez
- CIBER Epidemiology and Public Health (CIBERESP), Spain. Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria ibs. GRANADA, Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
| | - Miren Dorronsoro
- Public Health Direction and CIBERESP-Biodonostia Research Institute, Basque Regional Health Department, San Sebastian, Spain
| | - Diana Gavrila
- CIBER Epidemiology and Public Health (CIBERESP), Spain. Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
| | - Eva Ardanaz
- CIBER Epidemiology and Public Health (CIBERESP), Spain. Navarre Public Health Institute, Pamplona, Spain
| | - Martin Rutegård
- Department of Surgery, Department of Surgical and Perioperative Sciences, Umeå University, Sweden
| | - Hanna Nyström
- Department of Surgery, Department of Surgical and Perioperative Sciences, Umeå University, Sweden
| | - Nicholas J Wareham
- MRC Epidemiology Unit, Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Kay-Tee Khaw
- Clinical Gerontology Unit, Department of Public Health and Primary Care, Institute of Public Health, University of Cambridge, United Kingdom
| | - Kathryn E Bradbury
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Isabelle Romieu
- Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Heinz Freisling
- Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Faidra Stavropoulou
- Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Marc J Gunter
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
| | - Amanda J Cross
- Department of Epidemiology and Biostatistics, 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
| | - Mazda Jenab
- Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO), Lyon, France.
| | - W Robert Bruce
- Department of Nutritional Sciences, University of Toronto, Toronto, Canada.
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29
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Goto A, Noda M, Sawada N, Kato M, Hidaka A, Mizoue T, Shimazu T, Yamaji T, Iwasaki M, Sasazuki S, Inoue M, Kadowaki T, Tsugane S. High hemoglobin A1c levels within the non-diabetic range are associated with the risk of all cancers. Int J Cancer 2015; 138:1741-53. [PMID: 26547128 PMCID: PMC4737277 DOI: 10.1002/ijc.29917] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2015] [Accepted: 10/26/2015] [Indexed: 12/12/2022]
Abstract
Previous studies have reported associations between diabetes and cancer risk. However, specific association of hemoglobin A1c (HbA1c) levels with cancer risk remains inconclusive. We followed 29,629 individuals (11,336 men; 18,293 women) aged 46-80 years who participated in the Japan Public Health Center-based prospective study who had HbA1c measurements available and were cancer-free at baseline. Cancer incidence was assessed by systemic surveys. We estimated hazard ratios (HRs) for cancer risk with adjustment for age sex, geographic area, body mass index, smoking status, physical activity, alcohol, coffee, vegetable and total energy consumption, and history of cardiovascular disease. After a median follow-up of 8.5 years, 1,955 individuals had developed cancer. Higher HbA1c levels within both the non-diabetic and diabetic ranges in individuals without known diabetes were associated with overall cancer risk. Compared with individuals without known diabetes and HbA1c levels of 5.0-5.4%, the HRs for all cancers were 1.27 (95% confidence interval, 1.07-1.52); 1.01 (0.90-1.14); 1.28 (1.09-1.49); and 1.43 (1.14-1.80) for individuals without known diabetes and HbA1c levels <5.0%, 5.5-5.9%, 6.0-6.4%, and ≥6.5%, respectively, and 1.23 (1.02-1.47) for individuals with known diabetes. The lowest HbA1c group had the highest risk of liver cancer, and HbA1c levels were linearly associated with the risk of all cancers after excluding liver cancer (P for linear trend, 0.004). In conclusion, our findings corroborate the notion that glycemic control in individuals with high HbA1c levels may be important not only to prevent diabetes but also to prevent cancer.
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Affiliation(s)
- Atsushi Goto
- Department of Diabetes Research, Diabetes Research Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-Ku, Tokyo, 162-8655, Japan.,Department of Public Health, Tokyo Women's Medical University, 8-1 Kawada-Cho, Shinjuku-Ku, Tokyo, 162-8666, Japan
| | - Mitsuhiko Noda
- Department of Diabetes Research, Diabetes Research Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-Ku, Tokyo, 162-8655, Japan.,Department of Endocrinology and Diabetes, Saitama Medical University, 38 Moro-hongo, Moroyama, Iruma-gun, Saitama, 350-0495, Japan
| | - Norie Sawada
- Epidemiology and Prevention Group, Research Center for Cancer Prevention and Screening, National Cancer Center, 5-1-1 Tsukiji, Chuo-Ku, Tokyo, 104-0045, Japan
| | - Masayuki Kato
- Department of Diabetes Research, Diabetes Research Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-Ku, Tokyo, 162-8655, Japan
| | - Akihisa Hidaka
- Epidemiology and Prevention Group, Research Center for Cancer Prevention and Screening, National Cancer Center, 5-1-1 Tsukiji, Chuo-Ku, Tokyo, 104-0045, Japan
| | - Tetsuya Mizoue
- Department of Epidemiology and Prevention, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-Ku, Tokyo, 162-8655, Japan
| | - Taichi Shimazu
- Epidemiology and Prevention Group, Research Center for Cancer Prevention and Screening, National Cancer Center, 5-1-1 Tsukiji, Chuo-Ku, Tokyo, 104-0045, Japan
| | - Taiki Yamaji
- Epidemiology and Prevention Group, Research Center for Cancer Prevention and Screening, National Cancer Center, 5-1-1 Tsukiji, Chuo-Ku, Tokyo, 104-0045, Japan
| | - Motoki Iwasaki
- Epidemiology and Prevention Group, Research Center for Cancer Prevention and Screening, National Cancer Center, 5-1-1 Tsukiji, Chuo-Ku, Tokyo, 104-0045, Japan
| | - Shizuka Sasazuki
- Epidemiology and Prevention Group, Research Center for Cancer Prevention and Screening, National Cancer Center, 5-1-1 Tsukiji, Chuo-Ku, Tokyo, 104-0045, Japan
| | - Manami Inoue
- Epidemiology and Prevention Group, Research Center for Cancer Prevention and Screening, National Cancer Center, 5-1-1 Tsukiji, Chuo-Ku, Tokyo, 104-0045, Japan.,AXA Department of Health and Human Security, Graduate School of Medicine, the University of Tokyo, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-0033, Japan
| | - Takashi Kadowaki
- Department of Diabetes and Metabolic Diseases, Graduate School of Medicine, the University of Tokyo, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-8655, Japan
| | - Shoichiro Tsugane
- Epidemiology and Prevention Group, Research Center for Cancer Prevention and Screening, National Cancer Center, 5-1-1 Tsukiji, Chuo-Ku, Tokyo, 104-0045, Japan
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30
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Izano M, Wei EK, Tai C, Swede H, Gregorich S, Harris TB, Klepin H, Satterfield S, Murphy R, Newman AB, Rubin SM, Braithwaite D. Chronic inflammation and risk of colorectal and other obesity-related cancers: The health, aging and body composition study. Int J Cancer 2015; 138:1118-28. [PMID: 26413860 DOI: 10.1002/ijc.29868] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2015] [Accepted: 09/01/2015] [Indexed: 01/24/2023]
Abstract
Evidence of the association between chronic inflammation and the risk of colorectal cancer (CRC) and other obesity-related cancers (OBRC) remains inconsistent, possibly due to a paucity of studies examining repeated measures of inflammation. In the Health ABC prospective study of 2,490 adults aged 70-79 years at baseline, we assessed whether circulating levels of three markers of systemic inflammation, IL-6, CRP and TNF-α, were associated with the risk of CRC and OBRC, a cluster including cancers of pancreas, prostate, breast and endometrium. Inflammatory markers were measured in stored fasting blood samples. While only baseline measures of TNF-α were available, IL-6 and CRP were additionally measured at Years 2, 4, 6 and 8. Multivariable Cox models were fit to determine whether tertiles and log-transformed baseline, updated and averaged measures of CRP and IL-6 and baseline measures of TNF-α were associated with the risk of incident cancer(s). During a median follow-up of 11.9 years, we observed 55 and 172 cases of CRC and OBRC, respectively. The hazard of CRC in the highest tertile of updated CRP was more than double that in the lowest tertile (HR = 2.29; 95% CI: 1.08-4.86). No significant associations were seen between colorectal cancer and IL-6 or TNF-α. Additionally, no significant associations were found between obesity-related cancers and the three inflammatory markers overall, but we observed a suggestion of effect modification by BMI and NSAID use. In summary, in this population, higher CRP levels were associated with increased risk of CRC, but not of OBRC. The findings provide new evidence that chronically elevated levels of CRP, as reflected by repeated measures of this marker, may play a role in colorectal carcinogenesis in older adults.
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Affiliation(s)
- Monika Izano
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA.,School of Public Health, University of California, Berkeley, CA
| | - Esther K Wei
- California Pacific Medical Center Research Institute, San Francisco, CA
| | - Caroline Tai
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA
| | - Helen Swede
- Department of Community Medicine & Health Care, University of Connecticut Health Center, Farmington, CT
| | - Steven Gregorich
- Division of General Internal Medicine, University of California, San Francisco, CA
| | - Tamara B Harris
- National Institutes of Health, National Institute on Aging, National Institutes of Health, Bethesda, MD
| | - Heidi Klepin
- Wake Forest School of Medicine, Winston-Salem, NC
| | - Suzanne Satterfield
- Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis, TN
| | - Rachel Murphy
- National Institutes of Health, National Institute on Aging, National Institutes of Health, Bethesda, MD
| | - Anne B Newman
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, PN
| | - Susan M Rubin
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA
| | - Dejana Braithwaite
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA.,Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA
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31
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Nimptsch K, Aleksandrova K, Boeing H, Janke J, Lee YA, Jenab M, Kong SY, Tsilidis KK, Weiderpass E, Bueno-De-Mesquita HBA, Siersema PD, Jansen EHJM, Trichopoulou A, Tjønneland A, Olsen A, Wu C, Overvad K, Boutron-Ruault MC, Racine A, Freisling H, Katzke V, Kaaks R, Lagiou P, Trichopoulos D, Severi G, Naccarati A, Mattiello A, Palli D, Grioni S, Tumino R, Peeters PH, Ljuslinder I, Nyström H, Brändstedt J, Sánchez MJ, Gurrea AB, Bonet CB, Chirlaque MD, Dorronsoro M, Quirós JR, Travis RC, Khaw KT, Wareham N, Riboli E, Gunter MJ, Pischon T. Plasma fetuin-A concentration, genetic variation in the AHSG gene and risk of colorectal cancer. Int J Cancer 2015; 137:911-20. [PMID: 25611809 DOI: 10.1002/ijc.29448] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2014] [Accepted: 11/27/2014] [Indexed: 12/30/2022]
Abstract
Fetuin-A, also referred to as α2-Heremans-Schmid glycoprotein (AHSG), is a liver protein known to inhibit insulin actions. Hyperinsulinemia is a possible risk factor for colorectal cancer; however, the role of fetuin-A in the development of colorectal cancer is unclear. We investigated the association between circulating fetuin-A and colorectal cancer risk in a nested case-control study within the European Prospective Investigation into Cancer and Nutrition. Fetuin-A concentrations were measured in prediagnostic plasma samples from 1,367 colorectal cancer cases and 1,367 matched controls. In conditional logistic regression models adjusted for potential confounders, the estimated relative risk (95% confidence interval) of colorectal cancer per 40 µg/mL higher fetuin-A concentrations (approximately one standard deviation) was 1.13 (1.02-1.24) overall, 1.21 (1.05-1.39) in men, 1.06 (0.93-1.22) in women, 1.13 (1.00-1.27) for colon cancer and 1.12 (0.94-1.32) for rectal cancer. To improve causal inference in a Mendelian Randomization approach, five tagging single nucleotide polymorphisms of the AHSG gene were genotyped in a subset of 456 case-control pairs. The AHSG allele-score explained 21% of the interindividual variation in plasma fetuin-A concentrations. In instrumental variable analysis, genetically raised fetuin-A was not associated with colorectal cancer risk (relative risk per 40 µg/mL genetically determined higher fetuin-A was 0.98, 95% confidence interval: 0.73-1.33). The findings of our study indicate a modest linear association between fetuin-A concentrations and risk of colorectal cancer but suggest that fetuin-A may not be causally related to colorectal cancer development.
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Affiliation(s)
- Katharina Nimptsch
- Molecular Epidemiology Research Group, Max Delbrück Center for Molecular Medicine (MDC), Berlin, Germany
- Department of Nutrition, Harvard School of Public Health, Boston, MA
| | - Krasimira Aleksandrova
- Department of Epidemiology, German Institute of Human Nutrition (DIfE), Potsdam-Rehbruecke, Nuthetal, Germany
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition (DIfE), Potsdam-Rehbruecke, Nuthetal, Germany
| | - Jürgen Janke
- Molecular Epidemiology Research Group, Max Delbrück Center for Molecular Medicine (MDC), Berlin, Germany
| | - Young-Ae Lee
- Genetics of Allergic Disease Research Group, Max Delbrück Center for Molecular Medicine (MDC), Berlin, Germany
| | - Mazda Jenab
- International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - So Yeon Kong
- International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Konstantinos K Tsilidis
- Cancer Epidemiology Unit, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, United Kingdom
- Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
- Department of Research, Cancer Registry of Norway, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Samfundet Folkhälsan, Helsinki, Finland
| | - H B As Bueno-De-Mesquita
- National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Gastroenterology and Hepatology, University Medical Centre, Utrecht, The Netherlands
- Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Peter D Siersema
- Department of Gastroenterology and Hepatology, University Medical Centre, Utrecht, The Netherlands
| | - Eugène H J M Jansen
- Center for Health Protection, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- Bureau of Epidemiologic Research, Academy of Athens, Athens, Greece
| | | | - Anja Olsen
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Chunsen Wu
- Section for Epidemiology, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Kim Overvad
- Section for Epidemiology, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Marie-Christine Boutron-Ruault
- INSERM, Centre for Research in Epidemiology and Population Health (CESP), U1018, Nutrition, Hormones and Women's Health team, Villejuif, France
- Université Paris Sud, UMRS, 1018, Villejuif, France
- Institut Gustave Roussy (IGR), Villejuif, France
| | - Antoine Racine
- INSERM, Centre for Research in Epidemiology and Population Health (CESP), U1018, Nutrition, Hormones and Women's Health team, Villejuif, France
- Université Paris Sud, UMRS, 1018, Villejuif, France
- Institut Gustave Roussy (IGR), Villejuif, France
| | - Heinz Freisling
- International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Verena Katzke
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Pagona Lagiou
- Hellenic Health Foundation, Athens, Greece
- Department of Hygiene, Epidemiology and Medical Statistics, University of Athens Medical School, Athens, Greece
- Department of Epidemiology, Harvard School of Public Health, Boston, MA
| | - Dimitrios Trichopoulos
- Hellenic Health Foundation, Athens, Greece
- Bureau of Epidemiologic Research, Academy of Athens, Athens, Greece
- Department of Epidemiology, Harvard School of Public Health, Boston, MA
| | | | | | - Amalia Mattiello
- Dipartimento di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy
| | - Domenico Palli
- Molecular and Nutritional Epidemiology Unit, Cancer Research and Prevention Institute (ISPO), Florence, Italy
| | - Sara Grioni
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, "Civic - M.P. Arezzo" Hospital, ASP Ragusa, Italy
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands
| | - Ingrid Ljuslinder
- Department of Radio Sciences, Oncology, Umeå University, Umea, Sweden
| | - Hanna Nyström
- Department of Surgery, Department of Surgical and Perioperative Sciences, Umeå University, Sweden
| | - Jenny Brändstedt
- Department of Clinical Sciences, Lund Oncology and Pathology, Lund University, Skåne University Hospital, Lund, Sweden
| | - María-José Sánchez
- Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria de Granada (Granada.ibs), Granada, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER de Epidemiologia y Salud Publica-CIBERESP), Spain
| | - Aurelio Barricarte Gurrea
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER de Epidemiologia y Salud Publica-CIBERESP), Spain
- Navarre Public Health Institute, Pamplona, Spain
| | - Catalina Bonet Bonet
- Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO), Barcelona, Spain
| | - María-Dolores Chirlaque
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER de Epidemiologia y Salud Publica-CIBERESP), Spain
- Department of Epidemiology, Murcia Regional Health Authority, Murcia, Spain
| | - Miren Dorronsoro
- Public Health Direction and Biodonostia-Ciberesp, Basque Regional Health Department, San Sebastian, Spain
| | | | - Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Kay-Tee Khaw
- Clinical Gerontology, Department of Public Health and Primary care, School of Clinical Medicine, Addenbrooke's Hospital, University of Cambridge, Cambridge, United Kingdom
| | - Nick Wareham
- Medical Research Council, Epidemiology Unit, University of Cambridge, United Kingdom
| | - Elio Riboli
- Division of Epidemiology, Public Health and Primary Care, Imperial College, London, United Kingdom
| | - Marc J Gunter
- Division of Epidemiology, Public Health and Primary Care, Imperial College, London, United Kingdom
| | - Tobias Pischon
- Molecular Epidemiology Research Group, Max Delbrück Center for Molecular Medicine (MDC), Berlin, Germany
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32
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Schlesinger S, Lieb W, Koch M, Fedirko V, Dahm CC, Pischon T, Nöthlings U, Boeing H, Aleksandrova K. Body weight gain and risk of colorectal cancer: a systematic review and meta-analysis of observational studies. Obes Rev 2015; 16:607-19. [PMID: 25925734 DOI: 10.1111/obr.12286] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Revised: 04/01/2015] [Accepted: 04/01/2015] [Indexed: 12/21/2022]
Abstract
While the relationship between body mass index as an indicator of excess body weight and the risk of colorectal cancer (CRC) is well established, the association between body weight gain in adulthood and risk of CRC remains unresolved. We quantified this association in a meta-analysis of 12 observational studies published until November 2014 with a total of 16,151 incident CRC cases. Random effect models were used to obtain summary relative risks (RR) and 95% confidence intervals (95% CIs). Between-study heterogeneity was assessed using I(2) statistics. Overall, the summary RR (95% CI) was 1.22 (1.14-1.30) for high body weight gain (midpoint: 15.2 kg) compared with stable weight (P for heterogeneity = 0.182; I(2) = 21.2%). In a dose-response analysis, each 5 kg weight gain was associated with a 4% (95% CI: 2%-5%) higher risk of CRC. The association persisted after adjustment for body weight at younger age and was present for both men and women, as well as for colon and rectal cancer. Differences by sex were detected for colon cancer (P for interaction = 0.003, with higher risk for men than women), but not for rectal cancer (P for interaction = 0.613). In conclusion, these data underscore the importance of body weight management from early adulthood onwards for the prevention of CRC development.
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Affiliation(s)
- S Schlesinger
- Institute of Epidemiology, Christian-Albrechts University of Kiel, Kiel, Germany
| | - W Lieb
- Institute of Epidemiology, Christian-Albrechts University of Kiel, Kiel, Germany
| | - M Koch
- Institute of Epidemiology, Christian-Albrechts University of Kiel, Kiel, Germany
| | - V Fedirko
- Department of Epidemiology, Rollins School of Public Health, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - C C Dahm
- Section for Epidemiology, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - T Pischon
- Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine (MDC), Berlin-Buch, Germany
| | - U Nöthlings
- Department of Nutrition and Food Sciences, Nutritional Epidemiology, University of Bonn, Bonn, Germany
| | - H Boeing
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrücke, Nuthetal, Germany
| | - K Aleksandrova
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrücke, Nuthetal, Germany
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Guraya SY. Association of type 2 diabetes mellitus and the risk of colorectal cancer: A meta-analysis and systematic review. World J Gastroenterol 2015; 21:6026-6031. [PMID: 26019469 PMCID: PMC4438039 DOI: 10.3748/wjg.v21.i19.6026] [Citation(s) in RCA: 114] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2014] [Revised: 11/26/2014] [Accepted: 12/16/2014] [Indexed: 02/06/2023] Open
Abstract
AIM: To provide a quantitative assessment of the association between type 2 diabetes mellitus (T2DM) and the risk of colorectal cancer (CRC).
METHODS: Systematic review was conducted thorough MEDLINE, EMBASE, Cochrane Library, and ISI Web of knowledge databases till 31st January 2014. This meta-analysis included the cohort studies that illustrated relative risk (RR) or odds ratio estimates with 95%CI for the predictive risk of CRC by T2DM. Summary relative risks with 95%CI were analyzed by using an effects summary ratio model. Heterogeneity among studies was assessed by the Cochran’s Q and I2 statistics.
RESULTS: The meta analysis of 8 finally selected studies showed a positive correlation of T2DM with the risk of CRC as depicted by effects summary RR of 1.21 (95%CI: 1.02-1.42). Diabetic women showed greater risk of developing CRC as their effect summary RR of 1.22 (95%CI: 1.01-49) with significant overall Z test at 5% level of significance was higher than the effect summary RR of 1.17 (95%CI: 1.00-1.37) of men showing insignificant Z test. The effect summary RR of 1.19 with 95%CI of 1.07-1.33 indicate a positive relationship between DM and increased risk of CRC with significant heterogeneity (I2 = 92% and P-value < 0.05).
CONCLUSION: Results from this systematic review and meta-analysis report that diabetic people have an increased risk of CRC as compared to non-diabetics.
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34
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Aleksandrova K, Chuang SC, Boeing H, Zuo H, Tell GS, Pischon T, Jenab M, Bueno-de-Mesquita B, Vollset SE, Midttun Ø, Ueland PM, Fedirko V, Johansson M, Weiderpass E, Severi G, Racine A, Boutron-Ruault MC, Kaaks R, Kühn T, Tjønneland A, Overvad K, Quirós JR, Jakszyn P, Sánchez MJ, Dorronsoro M, Chirlaque MD, Ardanaz E, Khaw KT, Wareham NJ, Travis RC, Trichopoulou A, Lagiou P, Trichopoulos D, Palli D, Sieri S, Tumino R, Panico S, May AM, Palmqvist R, Ljuslinder I, Kong SYJ, Freisling H, Gunter MJ, Lu Y, Cross AJ, Riboli E, Vineis P. A prospective study of the immune system activation biomarker neopterin and colorectal cancer risk. J Natl Cancer Inst 2015; 107:djv010. [PMID: 25713165 PMCID: PMC4402364 DOI: 10.1093/jnci/djv010] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2014] [Revised: 11/20/2014] [Accepted: 01/09/2015] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Neopterin may be relevant for colorectal cancer (CRC) development, as a biomarker of cellular immune activity exerting pleiotropic effects on cellular ageing, oxidative stress, and inflammation. So far, the association between prediagnostic neopterin and colon and rectal cancer risk has not been evaluated in human populations. METHODS A nested case-control study was conducted within the European Prospective Investigation into Cancer and Nutrition cohort using data on plasma concentrations of total neopterin (T-N, sum of neopterin and 7,8-dihydroneopterin) in 830 incident CRC case patients (561 colon and 269 rectal) matched within risk sets to 830 control participants. A subsequent replication study used data from the Hordaland Health Study, where 173 CRC case patients have been diagnosed among 6594 healthy participants over 12 years of follow-up. RESULTS After multivariable adjustment for a priori chosen CRC risk factors, a "U-shaped" association of T-N with CRC was revealed. Compared with the second quintile of the T-N distribution, the relative risks for the first, third, fourth, and fifth quintiles were 2.37 (95% CI = 1.66 to 3.39), 1.24 (95% CI = 0.87 to 1.77), 1.55 (95% CI = 1.08 to 2.22), and 2.31 (95% CI = 1.63 to 3.27), respectively. Replication of these associations within the Hordaland Health Study yielded similar results. No differences have been observed when the associations were explored by colon and rectal cancer site (two-sided P difference = .87) and after excluding case patients diagnosed within the first four follow-up years. CONCLUSIONS These novel findings provide evidence of the role of both suppressed and activated cell-mediated immunity as reflected by prediagnostic T-N concentrations in the development of CRC.
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Affiliation(s)
- Krasimira Aleksandrova
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Shu-Chun Chuang
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Hui Zuo
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Grethe S Tell
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Tobias Pischon
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Mazda Jenab
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Bas Bueno-de-Mesquita
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Stein Emil Vollset
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Øivind Midttun
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Per Magne Ueland
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Veronika Fedirko
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Mattias Johansson
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Elisabete Weiderpass
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Gianluca Severi
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Antoine Racine
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Marie-Christine Boutron-Ruault
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Rudolf Kaaks
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Tilman Kühn
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Anne Tjønneland
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Kim Overvad
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - J Ramón Quirós
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Paula Jakszyn
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - María-José Sánchez
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Miren Dorronsoro
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Maria-Dolores Chirlaque
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Eva Ardanaz
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Kay-Tee Khaw
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Nicholas J Wareham
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Ruth C Travis
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Antonia Trichopoulou
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Pagona Lagiou
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Dimitrios Trichopoulos
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Domenico Palli
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Sabina Sieri
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Rosario Tumino
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Salvatore Panico
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Anne M May
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Richard Palmqvist
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Ingrid Ljuslinder
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - So Yeon J Kong
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Heinz Freisling
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Marc J Gunter
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Yunxia Lu
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Amanda J Cross
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Elio Riboli
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
| | - Paolo Vineis
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrueke, Nuthetal, Germany (KA, HB); Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK (SCC, BBdM, MJG, YL, AJC, ER, PV); Division of Health Policy Translation, Institutes of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan (SCC); Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway (HZ, GST); Molecular Epidemiology Group, Max Delbrueck Center for Molecular Medicine, Berlin-Buch, Germany (TP); International Agency for Research on Cancer, Lyon, France (MJe, SYJK, HF, MJo); National Institute for Public Health and the Environment, Bilthoven, the Netherlands (BBdM); Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, the Netherlands (BBdM); Department of Public Health and Primary Health Care, University of Bergen, Bergen, Norway (SEV); Division of Epidemiology, Norwegian Institute of Public Health, Bergen, Norway (SEV); Bevital AS, Bergen, Norway (ØM); Section for Pharmacology, Department of Clinical Science, University of Bergen, Bergen, Norway (HZ, PMU); Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway (PMU); Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA (VF); Winship Cancer Institute, Emory University, Atlanta, GA (VF); Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway (EW); Department of Research, Cancer Registry of Norway, Oslo, Norway (EW); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (EW); Samfundet Folkhälsan, Helsinki, Finland (EW); Human Genetics Foundation (HuGeF), Torino, Italy (GS, PV); Inserm, Centre for research in Epidemiology and Population Health, U1018, Nutrition, Hormones and Women's Health team, F-94805, Villeju
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Karaman E, Karaman Y, Numanoglu C, Ark HC. Evaluation of hemoglobin A1c levels in endometrial cancer patients: a retrospective study in Turkey. Asian Pac J Cancer Prev 2015; 16:1817-20. [PMID: 25773830 DOI: 10.7314/apjcp.2015.16.5.1817] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Hemoglobin A1c(HgA1c) is a marker of poor gylcemic control and elevation HgA1c is associated with increased risk of many cancers. We aimed to determine the HgA1c levels in endometrial cancer cases and any relationship with stage and grade of disease. MATERIALS AND METHODS A retrospective data review was performed between June 2011 and October 2012 at a tertiary referral center in Turkey. The study included 35 surgically staged endometrial cancer patients and 40 healthy controls. Preoperative HgA1c levels drawn within 3 months before surgery were compared. Also the relationships between HgA1c levels and stage, grade and hystologic type of cancer cases were evaluated. RESULTS The mean HgA1c levels were statistically significantly higher at 6.19 ± 1.44 in endometrial cancer cases than the 5.61 ± 0.58 in controls (p=0.027). With endometrial cancer cases, the mean HgA1c level was found to be 6.62 ± 1.40 for stage I and 6.88 ± 1.15 for stages II-IV (p=0.07). The figures were 6.74 ± 1.65 for endometrioid and 6.63 ± 1.41 for non-endometrioid type tumors (p=0.56). Mean HgA1c levels of 6.72 ± 1.14 for grade 1 and 6.62 ± 1.42 for grade 2-3 were observed (p=0.57). CONCLUSIONS HgA1c levels in endometrial cancer patients were statistically higher than healthy controls. However, HgA1c did not show any significant correlation with stage, grade and histologic type in endometrial cancer cases.
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Affiliation(s)
- Erbil Karaman
- Department of Obstetrics and Gynecology, Yuzuncuyil University, Van, Turkey E-mail :
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Nimptsch K, Aleksandrova K, Boeing H, Janke J, Lee YA, Jenab M, Bueno-De-Mesquita BH, Jansen EHJM, Tsilidis KK, Trichopoulou A, Weiderpass E, Wu C, Overvad K, Tjønneland A, Boutron-Ruault MC, Dossus L, Racine A, Kaaks R, Canzian F, Lagiou P, Trichopoulos D, Palli D, Agnoli C, Tumino R, Vineis P, Panico S, Johansson A, Van Guelpen B, Khaw KT, Wareham N, Peeters PH, Quirós JR, Venceslá García A, Molina-Montes E, Dorronsoro M, Chirlaque MD, Barricarte Gurrea A, Key TJ, Duarte-Salles T, Stepien M, Gunter MJ, Riboli E, Pischon T. Association of CRP genetic variants with blood concentrations of C-reactive protein and colorectal cancer risk. Int J Cancer 2015; 136:1181-92. [PMID: 25043606 PMCID: PMC6284796 DOI: 10.1002/ijc.29086] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2014] [Accepted: 06/13/2014] [Indexed: 12/14/2022]
Abstract
High blood concentrations of C-reactive protein (CRP) have been associated with elevated risk of colorectal cancer in several prospective studies including the European Prospective Investigation into Cancer and Nutrition (EPIC), but it is unknown whether these observations reflect a causal relationship. We aimed to investigate whether CRP genetic variants associated with lifelong higher CRP concentrations translate into higher colorectal cancer risk. We conducted a prospective nested case-control study within EPIC including 727 cases diagnosed between 1992 and 2003 and 727 matched controls selected according to an incidence-density sampling protocol. Baseline CRP concentrations were measured in plasma samples by a high sensitivity assay. Tagging single nucleotide polymorphisms (SNPs) in the CRP gene (rs1205, rs1800947, rs1130864, rs2808630, rs3093077) were identified via HapMap. The causal effect of CRP on colorectal cancer risk was examined in a Mendelian Randomization approach utilizing multiple CRP genetic variants as instrumental variables. The SNPs rs1205, rs1800947, rs1130864 and rs3093077 were significantly associated with CRP concentrations and were incorporated in a CRP allele score which was associated with 13% higher CRP concentrations per allele count (95% confidence interval 8-19%). Using the CRP-score as instrumental variable, genetically twofold higher CRP concentrations were associated with higher risk of colorectal cancer (odds ratio 1.74, 95% confidence interval 1.06-2.85). Similar observations were made using alternative definitions of instrumental variables. Our findings give support to the hypothesis that elevated circulating CRP may play a direct role in the etiology of colorectal cancer.
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Affiliation(s)
- Katharina Nimptsch
- Molecular Epidemiology Research Group, Max Delbrück Center for Molecular Medicine (MDC), Berlin, Germany
- Department of Nutrition, Harvard School of Public Health, Boston, USA
| | - Krasimira Aleksandrova
- Department of Epidemiology, German Institute of Human Nutrition (DIfE), Potsdam-Rehbruecke, Nuthetal, Germany
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition (DIfE), Potsdam-Rehbruecke, Nuthetal, Germany
| | - Jürgen Janke
- Molecular Epidemiology Research Group, Max Delbrück Center for Molecular Medicine (MDC), Berlin, Germany
| | - Young-Ae Lee
- Genetics of Allergic Disease Research Group, Max Delbrück Center for Molecular Medicine (MDC), Berlin, Germany
| | - Mazda Jenab
- International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Bas H Bueno-De-Mesquita
- Department for Determinants of Chronic Diseases (DCD),National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Gastroenterology and Hepatology, University Medical Centre, Utrecht, The Netherlands
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, United Kingdom
- Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Eugène HJM Jansen
- Center for Health Protection, National Institute for Public Health and the Environment, Bilthoven, the Netherlands
| | - Konstantinos K Tsilidis
- Cancer Epidemiology Unit, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, United Kingdom
- Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Food and Nutrition Policies, Department of Hygiene, Epidemiology and Medical Statistics, University of Athens Medical School, Athens, Greece
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
- Department of Research, Cancer Registry of Norway, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Samfundet Folkhälsan, Helsinki, Finland
| | - Chunsen Wu
- Section for Epidemiology, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Kim Overvad
- Section for Epidemiology, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Anne Tjønneland
- Diet, Genes and Environment Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Marie-Christine Boutron-Ruault
- Inserm, Centre for Research in Epidemiology and Population Health (CESP), U1018, Nutrition, Hormones and Women’s Health team, Villejuif, France
- Université Paris Sud, UMRS, Villejuif, France
- Institut Gustave Roussy (IGR) Villejuif, France
| | - Laure Dossus
- Inserm, Centre for Research in Epidemiology and Population Health (CESP), U1018, Nutrition, Hormones and Women’s Health team, Villejuif, France
- Université Paris Sud, UMRS, Villejuif, France
- Institut Gustave Roussy (IGR) Villejuif, France
| | - Antoine Racine
- Inserm, Centre for Research in Epidemiology and Population Health (CESP), U1018, Nutrition, Hormones and Women’s Health team, Villejuif, France
- Université Paris Sud, UMRS, Villejuif, France
- Institut Gustave Roussy (IGR) Villejuif, France
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Federico Canzian
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Pagona Lagiou
- WHO Collaborating Center for Food and Nutrition Policies, Department of Hygiene, Epidemiology and Medical Statistics, University of Athens Medical School, Athens, Greece
- Department of Epidemiology, Harvard School of Public Health, Boston, USA
- Bureau of Epidemiologic Research, Academy of Athens, Athens, Greece
| | - Dimitrios Trichopoulos
- Hellenic Health Foundation, Athens, Greece
- Department of Epidemiology, Harvard School of Public Health, Boston, USA
- Bureau of Epidemiologic Research, Academy of Athens, Athens, Greece
| | - Domenico Palli
- Molecular and Nutritional Epidemiology Unit, Cancer Research and Prevention Institute (ISPO), Florence, Italy
| | - Claudia Agnoli
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, "Civic - M.P. Arezzo" Hospital, ASP Ragusa, Italy
| | - Paolo Vineis
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, United Kingdom
- HuGeF Foundation Torino, Italy
| | - Salvatore Panico
- Dipartimento di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy
| | | | | | - Kay-Tee Khaw
- University of Cambridge School of Clinical Medicine, Clinical Gerontology Unit Box 251, Addenbrooke’s Hospital, Cambridge, UK
| | - Nick Wareham
- Medical Research Council, Epidemiology Unit, University of Cambridge, UK
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, the Netherlands
| | | | - Adoración Venceslá García
- Molecular Epidemiology group, Translational Research Laboratory and Unit of Nutrition, Environment and Cancer, Epidemiology Research Program, Catalan Institute of Oncology (ICO-IDIBELL), Barcelona, Spain
| | - Esther Molina-Montes
- Andalusian School of Public Health. Instituto de Investigación Biosanitaria ibs.GRANADA. Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública-CIBERESP), Spain
| | - Miren Dorronsoro
- Public Health Direction, Basque Regional Health Department and Biodonostia Research Institute-CIBERESP, San Sebastian, Spain
| | - María-Dolores Chirlaque
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública-CIBERESP), Spain
- Department of Epidemiology, Murcia Regional Health Authority, Murcia, Spain
| | - Aurelio Barricarte Gurrea
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública-CIBERESP), Spain
- Navarre Public Health Institute, Pamplona, Spain
| | - Timothy J Key
- Cancer Epidemiology Unit, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, United Kingdom
| | | | - Magdalena Stepien
- International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Marc J Gunter
- Division of Epidemiology, Public Health and Primary Care, Imperial College, London, United Kingdom
| | - Elio Riboli
- Division of Epidemiology, Public Health and Primary Care, Imperial College, London, United Kingdom
| | - Tobias Pischon
- Molecular Epidemiology Research Group, Max Delbrück Center for Molecular Medicine (MDC), Berlin, Germany
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Starup-Linde J, Karlstad O, Eriksen SA, Vestergaard P, Bronsveld HK, de Vries F, Andersen M, Auvinen A, Haukka J, Hjellvik V, Bazelier MT, Boer AD, Furu K, De Bruin ML. CARING (CAncer Risk and INsulin analoGues): the association of diabetes mellitus and cancer risk with focus on possible determinants - a systematic review and a meta-analysis. Curr Drug Saf 2014; 8:296-332. [PMID: 24215312 PMCID: PMC5421136 DOI: 10.2174/15748863113086660071] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2013] [Revised: 10/27/2013] [Accepted: 10/30/2013] [Indexed: 12/11/2022]
Abstract
Background: Patients suffering from diabetes mellitus (DM) may experience an increased risk of cancer; however, it is not certain whether this effect is due to diabetes per se. Objective: To examine the association between DM and cancers by a systematic review and meta-analysis according to the PRISMA guidelines. Data Sources: The systematic literature search includes Medline at PubMed, Embase, Cinahl, Bibliotek.dk, Cochrane library, Web of Science and SveMed+ with the search terms: “Diabetes mellitus”, “Neoplasms”, and “Risk of cancer”. Study Eligibility Criteria: The included studies compared the risk of cancer in diabetic patients versus non-diabetic patients. All types of observational study designs were included. Results: Diabetes patients were at a substantially increased risk of liver (RR=2.1), and pancreas (RR=2.2) cancer. Modestly elevated significant risks were also found for ovary (RR=1.2), breast (RR=1.1), cervix (RR=1.3), endometrial (RR=1.4), several digestive tract (RR=1.1-1.5), kidney (RR=1.4), and bladder cancer (RR=1.1). The findings were similar for men and women, and unrelated to study design. Meta-regression analyses showed limited effect modification of body mass index, and possible effect modification of age, gender, with some influence of study characteristics (population source, cancer- and diabetes ascertainment). Limitations: Publication bias seemed to be present. Only published data were used in the analyses. Conclusions: The systematic review and meta-analysis confirm the previous results of increased cancer risk in diabetes and extend this to additional cancer sites. Physicians in contact with patients with diabetes should be aware that diabetes patients are at an increased risk of cancer.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | - Marie L De Bruin
- Department of Endocrinology and Internal Medicine (MEA), Aarhus University Hospital, Tage Hansens Gade 2, 8000 Aarhus C, Denmark.
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Aleksandrova K, Jenab M, Bueno-de-Mesquita HB, Fedirko V, Kaaks R, Lukanova A, van Duijnhoven FJB, Jansen E, Rinaldi S, Romieu I, Ferrari P, Murphy N, Gunter MJ, Riboli E, Westhpal S, Overvad K, Tjønneland A, Halkjær J, Boutron-Ruault MC, Dossus L, Racine A, Trichopoulou A, Bamia C, Orfanos P, Agnoli C, Palli D, Panico S, Tumino R, Vineis P, Peeters PH, Duell EJ, Molina-Montes E, Quirós JR, Dorronsoro M, Chirlaque MD, Barricarte A, Ljuslinder I, Palmqvist R, Travis RC, Khaw KT, Wareham N, Pischon T, Boeing H. Biomarker patterns of inflammatory and metabolic pathways are associated with risk of colorectal cancer: results from the European Prospective Investigation into Cancer and Nutrition (EPIC). Eur J Epidemiol 2014; 29:261-75. [PMID: 24791703 DOI: 10.1007/s10654-014-9901-8] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2013] [Accepted: 04/04/2014] [Indexed: 12/16/2022]
Abstract
A number of biomarkers of inflammatory and metabolic pathways are individually related to higher risk of colorectal cancer (CRC); however, the association between biomarker patterns and CRC incidence has not been previously evaluated. Our study investigates the association of biomarker patterns with CRC in a prospective nested case-control study within the European Prospective Investigation into Cancer and Nutrition (EPIC). During median follow-up time of 7.0 (3.7-9.4) years, 1,260 incident CRC cases occurred and were matched to 1,260 controls using risk-set sampling. Pre-diagnostic measurements of C-peptide, glycated hemoglobin, triglycerides (TG), high-density lipoprotein cholesterol (HDL-C), C-reactive protein (CRP), reactive oxygen metabolites (ROM), insulin-like growth factor 1, adiponectin, leptin and soluble leptin receptor (sOB-R) were used to derive biomarker patterns from principal component analysis (PCA). The relation with CRC incidence was assessed using conditional logistic regression models. We identified four biomarker patterns 'HDL-C/Adiponectin fractions', 'ROM/CRP', 'TG/C-peptide' and 'leptin/sOB-R' to explain 60 % of the overall biomarker variance. In multivariable-adjusted logistic regression, the 'HDL-C/Adiponectin fractions', 'ROM/CRP' and 'leptin/sOB-R' patterns were associated with CRC risk [for the highest quartile vs the lowest, incidence rate ratio (IRR) = 0.69, 95 % CI 0.51-0.93, P-trend = 0.01; IRR = 1.70, 95 % CI 1.30-2.23, P-trend = 0.002; and IRR = 0.79, 95 % CI 0.58-1.07; P-trend = 0.05, respectively]. In contrast, the 'TG/C-peptide' pattern was not associated with CRC risk (IRR = 0.75, 95 % CI 0.56-1.00, P-trend = 0.24). After cases within the first 2 follow-up years were excluded, the 'ROM/CRP' pattern was no longer associated with CRC risk, suggesting potential influence of preclinical disease on these associations. By application of PCA, the study identified 'HDL-C/Adiponectin fractions', 'ROM/CRP' and 'leptin/sOB-R' as biomarker patterns representing potentially important pathways for CRC development.
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Affiliation(s)
- Krasimira Aleksandrova
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Arthur-Scheunert Allee 114-116, 14558, Nuthetal, Germany,
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de Beer JC, Liebenberg L. Does cancer risk increase with HbA1c, independent of diabetes? Br J Cancer 2014; 110:2361-8. [PMID: 24675382 PMCID: PMC4007234 DOI: 10.1038/bjc.2014.150] [Citation(s) in RCA: 76] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2013] [Revised: 02/24/2014] [Accepted: 02/26/2014] [Indexed: 12/31/2022] Open
Abstract
Background: The risks for several cancer types are increased in people with diabetes. Hyperglycaemia, hyperinsulinaemia, inflammation and altered hormonal concentrations are common characteristics between the two diseases and can all be linked to hyperglycaemia. Methods: Here, we use glycated haemoglobin (HbA1c) as a biomarker for chronic hyperglycaemia. We explore whether cancer risk increases with HbA1c, independent of diabetes, and, therefore, if risk is already increased below the diabetic HbA1c range, by analysing data from current studies linking HbA1c to risk of several cancer types. Results: The data reveal that chronic hyperglycaemia correlates with increased cancer risk for a number of cancers, except prostate cancer. Evidence is also provided that risk is already increased in the pre-diabetic and normal ranges for several cancers. Conclusions: These results merit urgent investigation into the risks and advantages of updating recommendations for stricter glycaemic control in diabetic and non-diabetic subjects, as this could help reduce the risk of cancer incidence and mortality.
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Affiliation(s)
- J C de Beer
- Center for Research and Continued Engineering Development, North-West University (Pretoria Campus), Suite No. 91, Private Bag X30, Lynnwood Ridge, Pretoria 0040, South Africa
| | - L Liebenberg
- 1] Center for Research and Continued Engineering Development, North-West University (Pretoria Campus), Suite No. 91, Private Bag X30, Lynnwood Ridge, Pretoria 0040, South Africa [2] TEMM International (Pty) Ltd, Pretoria, South Africa
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Expression of GLP-1R protein and its clinical role in intrahepatic cholangiocarcinoma tissues. Mol Biol Rep 2014; 41:4313-20. [PMID: 24577752 DOI: 10.1007/s11033-014-3302-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2013] [Accepted: 02/14/2014] [Indexed: 12/13/2022]
Abstract
The study investigates the expression and clinical role of GLP-1R in intrahepatic cholangiocarcinoma (ICC) tissues. ICC tissue, tissue around tumour and normal liver tissue samples from 176 ICC patients were investigated for GLP-1R expression by immunohistochemistry and western blots. Expression levels were correlated to clinical variables and to the postoperative outcome. High GLP-1R expression levels were detected in tumor tissue samples. Kaplan-Meier method was used for survival analysis of patients follow-up data. Results showed that median survival time of patients with high GLP-1R positive expression in ICC tissue were 22 months. Median survival time of patients with low GLP-1R positive expression in ICC tissue were 19.8 months. There wasn't statistical difference (p = 0.332) between two groups. Immunohistochemistry semi-quantitative analysis showed that tissue differentiation is not prognostic risk factors. In patients with GLP-1R positive expression in ICC tissue, lymph node metastasis was important prognostic factors (p = 0.001). Although statistical analysis showed that GLP-1R can not be judged as a risk prognostic factors, GLP-1 might become a new target for therapy of ICC.
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Aleksandrova K, Drogan D, Boeing H, Jenab M, Bas Bueno-de-Mesquita H, Jansen E, van Duijnhoven FJB, Rinaldi S, Fedirko V, Romieu I, Kaaks R, Riboli E, Gunter MJ, Romaguera D, Westhpal S, Overvad K, Tjønneland A, Halkjaer J, Boutron-Ruault MC, Clavel-Chapelon F, Lukanova A, Trichopoulou A, Trichopoulos D, Vidalis P, Panico S, Agnoli C, Palli D, Tumino R, Vineis P, Buckland G, Sánchez-Cruz JJ, Dorronsoro M, Díaz MJT, Barricarte A, Ramon Quiros J, Peeters PH, May AM, Hallmans G, Palmqvist R, Crowe FL, Khaw KT, Wareham N, Pischon T. Adiposity, mediating biomarkers and risk of colon cancer in the European prospective investigation into cancer and nutrition study. Int J Cancer 2014; 134:612-21. [PMID: 23824948 DOI: 10.1002/ijc.28368] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2013] [Accepted: 05/17/2013] [Indexed: 12/19/2022]
Abstract
Adiposity is a risk factor for colon cancer, but underlying mechanisms are not well understood. We evaluated the extent to which 11 biomarkers with inflammatory and metabolic actions mediate the association of adiposity measures, waist circumference (WC) and body mass index (BMI), with colon cancer in men and women. We analyzed data from a prospective nested case-control study among 662 incident colon cancer cases matched within risk sets to 662 controls. Relative risks (RRs) and 95% confidence intervals (CIs) were calculated using conditional logistic regression. The percent effect change and corresponding CIs were estimated after adjusting for biomarkers shown to be associated with colon cancer risk. After multivariable adjustment, WC was associated with colon cancer risk in men (top vs. bottom tertile RR 1.68, 95% CI 1.06-2.65; ptrend = 0.02) and in women (RR 1.67, 95% CI 1.09-2.56; ptrend = 0.03). BMI was associated with risk only in men. The association of WC with colon cancer was accounted mostly for by three biomarkers, high-density lipoprotein cholesterol, non-high-molecular-weight adiponectin and soluble leptin receptor, which in combination explained 46% (95% CI 37-57%) of the association in men and 50% (95% CI 40-65%) of the association in women. Similar results were observed for the associations with BMI in men. These data suggest that alterations in levels of these metabolic biomarkers may represent a primary mechanism of action in the relation of adiposity with colon cancer. Further studies are warranted to determine whether altering their concentrations may reduce colon cancer risk.
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Affiliation(s)
- Krasimira Aleksandrova
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrücke, Nuthetal, Germany
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Aleksandrova K, Pischon T, Buijsse B, May AM, Peeters PH, Bueno-de-Mesquita HB, Jenab M, Fedirko V, Dahm CC, Siersema PD, Freisling H, Ferrari P, Overvad K, Tjønneland A, Trichopoulou A, Lagiou P, Naska A, Pala V, Mattiello A, Ohlsson B, Jirström K, Key TJ, Khaw KT, Riboli E, Boeing H. Adult weight change and risk of colorectal cancer in the European Prospective Investigation into Cancer and Nutrition. Eur J Cancer 2013; 49:3526-36. [PMID: 23867126 DOI: 10.1016/j.ejca.2013.06.021] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2013] [Revised: 06/18/2013] [Accepted: 06/19/2013] [Indexed: 01/08/2023]
Abstract
AIM Weight change during adult life may reflect metabolic changes and influence colorectal cancer (CRC) development, but such role is not well established. We aimed to explore the association between adult weight change (from age 20 to 50) and CRC risk. In particular, we investigated differences according to colon and rectal cancer, sex and measures of attained adiposity. METHODS We included 201,696 participants from six participating countries in the European Prospective Investigation into Cancer and Nutrition (1992-2010). During a mean follow-up of 11.2 years 2384 (1194 in men and 1190 in women) incident CRC cases occurred. Cox proportional hazard models adjusted for body mass index at age 20 and lifestyle factors at study recruitment were used to calculate hazard ratios (HRs) and 95% confidence intervals (CIs). RESULTS After multivariable adjustment, each kg of weight gained annually from age 20 to 50 was associated with a 60% higher risk of colon cancer (95% CI 1.20-2.09), but not rectal cancer (HR 1.13, 95% CI 0.79-1.62, P(interaction)=0.04). The higher risk of colon cancer was restricted to people with high attained waist circumference at age 50 (HR 1.82, 95%CI 1.14-2.91, P(interaction)=0.02). Results were not different in men and women (P(interaction)=0.81). CONCLUSION(S) Adult weight gain, as reflected by attained abdominal obesity at age 50, increases colon cancer risk in both men and women. These data underline the importance of weight management and metabolic health maintenance in early adult life years for colon cancer prevention.
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Affiliation(s)
- Krasimira Aleksandrova
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrücke, Nuthetal, Germany.
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Bailey MJ, Shield-Artin KL, Oliva K, Ayhan M, Reisman S, Rice GE. Stage-specific analysis of plasma protein profiles in ovarian cancer: Difference in-gel electrophoresis analysis of pooled clinical samples. J Carcinog 2013; 12:10. [PMID: 23858298 PMCID: PMC3709370 DOI: 10.4103/1477-3163.114216] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2012] [Accepted: 03/28/2013] [Indexed: 12/18/2022] Open
Abstract
INTRODUCTION Ovarian cancer is the leading cause of death from gynecological cancer. Non-specific symptoms early in disease and the lack of specific biomarkers hinder early diagnosis. Multi-marker blood screening tests have shown promise for improving identification of early stage disease; however, available tests lack sensitivity, and specificity. MATERIALS AND METHODS In this study, pooled deeply-depleted plasma from women with Stage 1, 2 or 3 ovarian cancer and healthy controls were used to compare the 2-dimensional gel electrophoresis (2-DE) protein profiles and identify potential novel markers of ovarian cancer progression. RESULTS/DISCUSSION Stage-specific variation in biomarker expression was observed. For example, apolipoprotein A1 expression is relatively low in control and Stage 1, but shows a substantial increase in Stage 2 and 3, thus, potential of utility for disease confirmation rather than early detection. A better marker for early stage disease was tropomyosin 4 (TPM4). The expression of TPM4 increased by 2-fold in Stage 2 before returning to "normal" levels in Stage 3 disease. Multiple isoforms were also identified for some proteins and in some cases, displayed stage-specific expression. An interesting example was fibrinogen alpha, for which 8 isoforms were identified. Four displayed a moderate increase at Stage 1 and a substantial increase for Stages 2 and 3 while the other 4 showed only moderate increases. CONCLUSION Herein is provided an improved summary of blood protein profiles for women with ovarian cancer stratified by stage.
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Affiliation(s)
- Mark J Bailey
- Zoetis, Veterinary Medicine Research and Development, Melbourne, Australia
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The Role of Diabetes and Diabetes Treatments in Colorectal Cancer Mortality, Incidence, and Survival. Curr Nutr Rep 2013. [DOI: 10.1007/s13668-012-0034-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Aleksandrova K, Nimptsch K, Pischon T. Influence of Obesity and Related Metabolic Alterations on Colorectal Cancer Risk. Curr Nutr Rep 2012; 2:1-9. [PMID: 23396857 PMCID: PMC3562548 DOI: 10.1007/s13668-012-0036-9] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Obesity and related metabolic alterations have been implicated to play a role in colorectal cancer risk. The metabolic syndrome, as assessed according to current international definitions by the key components, abdominal obesity, dyslipidemia, elevated blood pressure, and abnormal glucose metabolism, is associated with colorectal cancer. Recent studies suggest that abdominal obesity and abnormal glucose metabolism may primarily account for this association. Visceral adipose tissue is physiologically more active than subcutaneous adipose tissue and generates hormones and cytokines with inflammatory, metabolic, and direct carcinogenic potential, which may directly or indirectly increase colorectal cancer risk. Current evidence suggests that obesity acts as a risk factor for colorectal cancer by several mechanisms, including chronic low-grade inflammation, hyperinsulinemia, as well as alterations in insulin-like growth factor and adipokine concentrations. Metabolic biomarkers reflecting these processes may not only provide clues for etiological understanding of colorectal carcinogenesis but also might be an alternative way to define an "obesity phenotype" that is relevant for colorectal cancer development.
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Affiliation(s)
- Krasimira Aleksandrova
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Arthur-Scheunert-Allee 114-116, 14558 Nuthetal, Germany
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Aleksandrova K, Boeing H, Jenab M, Bueno-de-Mesquita HB, Jansen E, van Duijnhoven FJB, Rinaldi S, Fedirko V, Romieu I, Riboli E, Gunter MJ, Westphal S, Overvad K, Tjønneland A, Halkjær J, Racine A, Boutron-Ruault MC, Clavel-Chapelon F, Kaaks R, Lukanova A, Trichopoulou A, Lagiou P, Trichopoulos D, Mattiello A, Pala V, Palli D, Tumino R, Vineis P, Buckland G, Sánchez MJ, Amiano P, Huerta JM, Barricarte A, Menéndez V, Peeters PH, Söderberg S, Palmqvist R, Allen NE, Crowe FL, Khaw KT, Wareham N, Pischon T. Leptin and soluble leptin receptor in risk of colorectal cancer in the European Prospective Investigation into Cancer and Nutrition cohort. Cancer Res 2012; 72:5328-37. [PMID: 22926557 DOI: 10.1158/0008-5472.can-12-0465] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Leptin, a peptide hormone produced primarily by the adipocytes, is hypothesized to play a role in the pathogenesis of colorectal cancer (CRC). Soluble leptin receptor (sOB-R) may regulate leptin's physiologic functions; however its relation to CRC risk is unknown. This study explored the association of leptin and sOB-R with risk of CRC in a prospective nested case-control study within the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort. A total of 1,129 incident CRC cases (713 colon, 416 rectal) were matched within risk sets to 1,129 controls. Conditional logistic regression was used to calculate relative risks (RR) and 95% confidence intervals (CI). After multivariable adjustment including body mass index (BMI), waist circumference, and baseline leptin concentrations, sOB-R was strongly inversely associated with CRC (RR comparing the highest quintile vs. the lowest, 0.55; 95% CI, 0.40-0.76; P(trend) = 0.0004) and colon cancer (RR, 0.42; 95% CI, 0.28-0.63, P(trend) = 0.0001); whereas no association was seen for rectal cancer (RR adjusted for BMI and waist circumference, 0.83; 95% CI, 0.48-1.44, P(trend) = 0.38). In contrast, leptin was not associated with risk of CRC (RR adjusted for BMI and waist circumference, 0.85; 95% CI, 0.56-1.29, P(trend) = 0.23). Additional adjustments for circulating metabolic biomarkers did not attenuate these results. These novel findings suggest a strong inverse association between circulating sOB-R and CRC risk, independent of obesity measures, leptin concentrations, and other metabolic biomarkers. Further research is needed to confirm the potentially important role of sOB-R in CRC pathogenesis.
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Affiliation(s)
- Krasimira Aleksandrova
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrücke, Nuthetal, Germany
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Hemoglobin A1c and the relationship to stage and grade of endometrial cancer. Arch Gynecol Obstet 2012; 286:1507-12. [PMID: 22797661 DOI: 10.1007/s00404-012-2455-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2012] [Accepted: 07/02/2012] [Indexed: 10/28/2022]
Abstract
OBJECTIVES To determine if elevated markers of poor glycemic control (HgA1c and fasting glucose levels) in patients surgically staged for type I endometrial cancer is related to a higher stage or higher grade at the time of diagnosis. Also, to assess if these markers impact overall survival. METHODS A retrospective chart review was performed from January 2000 to June 2010 at three academic medical centers. Patients were included if they underwent surgical staging and had HgA1c drawn within 3 months before surgery. Demographic data, fasting blood glucose levels and overall survival data were also obtained. RESULTS Eighty-two patients fitting the inclusion criteria were identified during the study period. There was a strong positive correlation between HgA1c and fasting glucose. There was no statistical difference with regard to stage alone, grade alone, or when stratified together with regard to HgA1c or fasting glucose levels. There was a trend toward increased mean HgA1c across increasing stages, but this was not statistically significant. Diabetes, HgA1c and tumor grade did not affect overall survival, but advanced stage was a poor prognostic measure for overall survival. CONCLUSIONS Elevated preoperative HgA1c has a trend toward a higher stage at the time of diagnosis. Advanced stage is a poor prognostic measure for overall survival.
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Miao Jonasson J, Cederholm J, Eliasson B, Zethelius B, Eeg-Olofsson K, Gudbjörnsdottir S. HbA1C and cancer risk in patients with type 2 diabetes--a nationwide population-based prospective cohort study in Sweden. PLoS One 2012; 7:e38784. [PMID: 22719946 PMCID: PMC3375298 DOI: 10.1371/journal.pone.0038784] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2012] [Accepted: 05/10/2012] [Indexed: 02/07/2023] Open
Abstract
Background Diabetes is associated with increased cancer risk. The underlying mechanisms remain unclear. Hyperglycemia might be one risk factor. HbA1c is an indicator of the blood glucose level over the latest 1 to 3 months. This study aimed to investigate association between HbA1c level and cancer risks in patients with type 2 diabetes based on real life situations. Methods This is a cohort study on 25,476 patients with type 2 diabetes registered in the Swedish National Diabetes Register from 1997–1999 and followed until 2009. Follow-up for cancer was accomplished through register linkage. We calculated incidences of and hazard ratios (HR) for cancer in groups categorized by HbA1c ≤58 mmol/mol (7.5%) versus >58 mmol/mol, by quartiles of HbA1c, and by HbA1c continuously at Cox regression, with covariance adjustment for age, sex, diabetes duration, smoking and insulin treatment, or adjusting with a propensity score. Results Comparing HbA1c >58 mmol/mol with ≤58 mmol/mol, adjusted HR for all cancer was 1.02 [95% CI 0.95–1.10] using baseline HbA1c, and 1.04 [95% CI 0.97–1.12] using updated mean HbA1c, and HRs were all non-significant for specific cancers of gastrointestinal, kidney and urinary organs, respiratory organs, female genital organs, breast or prostate. Similarly, no increased risks of all cancer or the specific types of cancer were found with higher quartiles of baseline or updated mean HbA1c, compared to the lowest quartile. HR for all cancer was 1.01 [0.98–1.04] per 1%-unit increase in HbA1c used as a continuous variable, with non-significant HRs also for the specific types of cancer per unit increase in HbA1c. Conclusions In this study there were no associations between HbA1c and risks for all cancers or specific types of cancer in patients with type 2 diabetes.
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Leufkens AM, van Duijnhoven FJB, Woudt SHS, Siersema PD, Jenab M, Jansen EHJM, Pischon T, Tjønneland A, Olsen A, Overvad K, Boutron-Ruault MC, Clavel-Chapelon F, Morois S, Palli D, Pala V, Tumino R, Vineis P, Panico S, Kaaks R, Lukanova A, Boeing H, Aleksandrova K, Trichopoulou A, Trichopoulos D, Dilis V, Peeters PH, Skeie G, González CA, Argüelles M, Sánchez MJ, Dorronsoro M, Huerta JM, Ardanaz E, Hallmans G, Palmqvist R, Khaw KT, Wareham N, Allen NE, Crowe FL, Fedirko V, Norat T, Riboli E, Bueno-de-Mesquita HB. Biomarkers of oxidative stress and risk of developing colorectal cancer: a cohort-nested case-control study in the European Prospective Investigation Into Cancer and Nutrition. Am J Epidemiol 2012; 175:653-63. [PMID: 22422922 DOI: 10.1093/aje/kwr418] [Citation(s) in RCA: 67] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Oxidative stress has been shown to play an important role in carcinogenesis, but prospective evidence for an association between biomarkers of oxidative stress and colorectal cancer (CRC) risk is limited. The authors investigated the association between prediagnostic serum levels of oxidative stress indicators (i.e., reactive oxygen metabolites (ROM) and ferric reducing ability of plasma (FRAP)) and CRC risk. This was examined in a nested case-control study (1,064 CRC cases, 1,064 matched controls) in the European Prospective Investigation Into Cancer and Nutrition cohort (1992-2003). Incidence rate ratios and 95% confidence intervals were calculated using conditional logistic regression analyses. ROM were associated with overall CRC risk (highest tertile vs. lowest: adjusted incidence rate ratio (IRR(adj)) = 1.91, 95% confidence interval (CI): 1.47, 2.48), proximal (IRR(adj) = 1.89, 95% CI: 1.06, 3.36) and distal (IRR(adj) = 2.31, 95% CI: 1.37, 3.89) colon cancer, and rectal cancer (IRR(adj) = 1.69, 95% CI: 1.05, 2.72). When results were stratified by tertile of follow-up time, the association remained significant only in participants with less than 2.63 years of follow-up (IRR(adj) = 2.28, 95% CI: 1.78, 2.94; P-heterogeneity < 0.01). FRAP was not associated with CRC risk. In conclusion, prediagnostic serum ROM levels were associated with increased risk of CRC. However, this association was seen only in subjects with relatively short follow-up, suggesting that the association results from production of reactive oxygen species by preclinical tumors.
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Affiliation(s)
- Anke M Leufkens
- National Institute for Public Health and the Environment, Bilthoven, the Netherlands
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Aleksandrova K, Boeing H, Jenab M, Bueno-de-Mesquita HB, Jansen E, van Duijnhoven FJB, Fedirko V, Rinaldi S, Romieu I, Riboli E, Romaguera D, Westphal S, Overvad K, Tjønneland A, Boutron-Ruault MC, Clavel-Chapelon F, Kaaks R, Lukanova A, Trichopoulou A, Lagiou P, Trichopoulos D, Agnoli C, Mattiello A, Saieva C, Vineis P, Tumino R, Peeters PH, Argüelles M, Bonet C, Sánchez MJ, Dorronsoro M, Huerta JM, Barricarte A, Palmqvist R, Hallmans G, Khaw KT, Wareham N, Allen NE, Crowe FL, Pischon T. Total and high-molecular weight adiponectin and risk of colorectal cancer: the European Prospective Investigation into Cancer and Nutrition Study. Carcinogenesis 2012; 33:1211-8. [PMID: 22431719 DOI: 10.1093/carcin/bgs133] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Adiponectin-an adipose tissue-derived protein-may provide a molecular link between obesity and colorectal cancer (CRC), but evidence from large prospective studies is limited. In particular, no epidemiological study explored high-molecular weight (HMW) and non-HMW adiponectin fractions in relation to CRC risk, despite them being hypothesized to have differential biological activities, i.e. regulating insulin sensitivity (HMW adiponectin) versus inflammatory response (non-HMW adiponectin). In a prospective, nested case-control study, we investigated whether prediagnostic serum concentrations of total, HMW and non-HMW adiponectin are associated with risk of CRC, independent of obesity and other known CRC risk factors. A total of 1206 incident cases (755 colon and 451 rectal) were matched to 1206 controls using incidence-density sampling. In conditional logistic regression, adjusted for dietary and lifestyle factors, total adiponectin and non-HMW adiponectin concentrations were inversely associated with risk of CRC [relative risk (RR) comparing highest versus lowest quintile = 0.71, 95% confidence interval (CI) = 0.53-0.95, P(trend) = 0.03 for total adiponectin and RR = 0.45, 95% CI = 0.34-0.61, P(trend) < 0.0001 for non-HMW adiponectin]. HMW adiponectin concentrations were not associated with CRC risk (RR = 0.91, 95% CI = 0.68-1.22, P(trend) = 0.55). Non-HMW adiponectin was associated with CRC risk even after adjustment for body mass index and waist circumference (RR = 0.39, 95% CI = 0.26-0.60, P(trend) < 0.0001), whereas the association with total adiponectin was no longer significant (RR = 0.81, 95% CI = 0.60-1.09, P(trend) = 0.23). When stratified by cancer site, non-HMW adiponectin was inversely associated with both colon and rectal cancer. These findings suggest an important role of the relative proportion of non-HMW adiponectin in CRC pathogenesis. Future studies are warranted to confirm these results and to elucidate the underlying mechanisms.
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Affiliation(s)
- Krasimira Aleksandrova
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrücke, Nuthetal, Germany.
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