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Wang M, Flexeder C, Harris CP, Kress S, Schikowski T, Peters A, Standl M. Accelerometry-assessed sleep clusters and obesity in adolescents and young adults: a longitudinal analysis in GINIplus/LISA birth cohorts. World J Pediatr 2025:10.1007/s12519-024-00872-5. [PMID: 39754701 DOI: 10.1007/s12519-024-00872-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 12/11/2024] [Indexed: 01/06/2025]
Abstract
BACKGROUND Some studies have revealed various sleep patterns in adolescents and adults using multidimensional objective sleep parameters. However, it remains unknown whether these patterns are consistent from adolescence to young adulthood and how they relate to long-term obesity. METHODS Seven-day accelerometry was conducted in German Infant Study on the influence of Nutrition Intervention PLUS environmental and genetic influences on allergy development (GINIplus) and Influence of Lifestyle factors on the development of the Immune System and Allergies in East and West Germany (LISA) birth cohorts during the 15-year and 20-year follow-ups, respectively. Five sleep clusters were identified by k-means cluster analysis using 12 sleep characteristics at each follow-up. Adjusted linear and logistic regression models using generalized estimating equations were examined. Further, the interaction effects with time of follow-ups and polygenic risk scores (PRS) for body mass index (BMI) were tested. RESULTS Five sleep clusters were classified consistently in both adolescence (n = 1347, aged 14.3-16.4 years) and young adulthood (n = 1262, aged 19.5-22.4 years). Adolescents in the "good sleep", "delayed sleep phase", and "fragmented sleep" clusters displayed greater stability transitioning into young adulthood, while those in the "sleep irregularity and variability", and "prolonged sleep latency" clusters showed lower stability (n = 636). Compared to the "good sleep" cluster, the "prolonged sleep latency" cluster exhibited associations with higher BMI [β = 0.56, 95% confidence interval (CI) = (0.06, 1.05)] and increased odds of overweight/obesity [Odds ratio = 1.55, 95% CI = (1.02, 2.34)]. No significant PRS-sleep cluster interaction was found for BMI or overweight/obesity. Among males only, the "delayed sleep phase", "sleep irregularity and variability" and "fragmented sleep" clusters showed stronger associations with overweight/obesity as age increased. CONCLUSION Adolescents and young adults shared five consistent sleep patterns, with the "prolonged sleep latency" pattern linked to higher BMI and overweight/obesity.
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Affiliation(s)
- Mingming Wang
- Institute of Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
- Institute for Medical Information Processing, Biometry and Epidemiology (IBE), Faculty of Medicine, LMU Munich, Pettenkofer School of Public Health, Munich, Germany
| | - Claudia Flexeder
- Institute of Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany
| | - Carla P Harris
- Institute of Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
- Department of Pediatrics, Dr. Von Hauner Children's Hospital, LMU University Hospitals, Munich, Germany
| | - Sara Kress
- IUF-Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany
| | - Tamara Schikowski
- IUF-Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany
| | - Annette Peters
- Institute of Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
- Chair of Epidemiology, Ludwig Maximilians University of Munich, Munich, Germany
| | - Marie Standl
- Institute of Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany.
- German Center for Child and Adolescent Health (DZKJ), Partner Site Munich, Munich, Germany.
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Eijkemans M, Mommers M, Harskamp-van Ginkel MW, Vrijkotte TGM, Ludvigsson J, Faresjö Å, Bergström A, Ekström S, Grote V, Koletzko B, Bønnelykke K, Eliasen AU, Bager P, Melbye M, Annesi-Maesano I, Baïz N, Barros H, Santos AC, Duijts L, Mensink-Bout SM, Flexeder C, Koletzko S, Schikowski T, Eggesbø MÅ, Lenters V, Fernández-Tardón G, Subiza-Perez M, Garcia-Aymerich J, López-Vicente M, Sunyer J, Torrent M, Ballester F, Kelleher C, Mehegan J, von Berg A, Herberth G, Standl M, Kuehni CE, Pedersen ESL, Jansen M, Gehring U, Boer JMA, Devereux G, Turner S, Peltola V, Lagström H, Inskip HM, Pike KC, Dalmeijer GW, van der Ent CK, Thijs C. Physical activity, sedentary behaviour, and childhood asthma: a European collaborative analysis. BMJ Open Respir Res 2024; 11:e001630. [PMID: 39147399 PMCID: PMC11331876 DOI: 10.1136/bmjresp-2023-001630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 06/28/2024] [Indexed: 08/17/2024] Open
Abstract
OBJECTIVES To investigate the associations of physical activity (PA) and sedentary behaviour in early childhood with asthma and reduced lung function in later childhood within a large collaborative study. DESIGN Pooling of longitudinal data from collaborating birth cohorts using meta-analysis of separate cohort-specific estimates and analysis of individual participant data of all cohorts combined. SETTING Children aged 0-18 years from 26 European birth cohorts. PARTICIPANTS 136 071 individual children from 26 cohorts, with information on PA and/or sedentary behaviour in early childhood and asthma assessment in later childhood. MAIN OUTCOME MEASURE Questionnaire-based current asthma and lung function measured by spirometry (forced expiratory volume in 1 s (FEV1), FEV1/forced vital capacity) at age 6-18 years. RESULTS Questionnaire-based and accelerometry-based PA and sedentary behaviour at age 3-5 years was not associated with asthma at age 6-18 years (PA in hours/day adjusted OR 1.01, 95% CI 0.98 to 1.04; sedentary behaviour in hours/day adjusted OR 1.03, 95% CI 0.99 to 1.07). PA was not associated with lung function at any age. Analyses of sedentary behaviour and lung function showed inconsistent results. CONCLUSIONS Reduced PA and increased sedentary behaviour before 6 years of age were not associated with the presence of asthma later in childhood.
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Affiliation(s)
- Marianne Eijkemans
- Maastricht University Care and Public Health Research Institute, Maastricht, Netherlands
- Department of Pediatrics, Catharina Ziekenhuis, Eindhoven, Netherlands
| | - Monique Mommers
- Maastricht University Care and Public Health Research Institute, Maastricht, Netherlands
| | - Margreet W Harskamp-van Ginkel
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC Locatie Meibergdreef, Amsterdam, Netherlands
| | - Tanja G M Vrijkotte
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC Locatie Meibergdreef, Amsterdam, Netherlands
| | - Johnny Ludvigsson
- Division of Pediatrics, Department of Biomedical and Clinical Sciences (BKV), Medical Faculty, Crown Princess Victoria Children's Hospital, Linköping University Hospital, Linköping, Sweden
| | - Åshild Faresjö
- Department of Health, Medicine and Caring Sciences; Public Health, Faculty of Medicine and Health Sciences, Linköping University, Linköping, Sweden
| | - Anna Bergström
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Centre for Occupational and Environmental Medicine, Stockholm County Council, Stockholm, Sweden
| | - Sandra Ekström
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Centre for Occupational and Environmental Medicine, Stockholm County Council, Stockholm, Sweden
| | - Veit Grote
- Department of Pediatrics, Munich University Hospital Dr von Hauner Children's Hospital, Munchen, Germany
| | - Berthold Koletzko
- Department of Pediatrics, Munich University Hospital Dr von Hauner Children's Hospital, Munchen, Germany
| | - Klaus Bønnelykke
- Copenhagen University Hospital, Gentofte, Copenhagen Prospective Studies on Asthma in Childhood, Copenhagen, Denmark
| | - Anders Ulrik Eliasen
- Copenhagen University Hospital, Gentofte, Copenhagen Prospective Studies on Asthma in Childhood, Copenhagen, Denmark
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Peter Bager
- Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark
| | - Mads Melbye
- K.G. Jebsen Center for Genetic Epidemiology, Norwegian University of Science and Technology, Trondheim, Norway
- Norwegian Institute of Public Health Centre for Fertility and Health, Oslo, Norway
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Isabella Annesi-Maesano
- Institute Desbrest of Epidemiology and Public Health, University of Montpellier and INSERM, Montpellier, France
| | - Nour Baïz
- Institute Desbrest of Epidemiology and Public Health, University of Montpellier and INSERM, Montpellier, France
| | - Henrique Barros
- Instituto de Saúde Pública da Universidade do Porto, UP EPIUnit, Porto, Portugal
- Departamento de Ciências da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina, Universidade do Porto, Porto, Portugal
- Laboratório para a Investigação Integrativa e Translacional em Saúde Populacional (ITR), Porto, Portugal
| | - Ana Cristina Santos
- Instituto de Saúde Pública da Universidade do Porto, UP EPIUnit, Porto, Portugal
- Departamento de Ciências da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina, Universidade do Porto, Porto, Portugal
| | - Liesbeth Duijts
- The Generation R Study Group, Erasmus Medical Center, Rotterdam, Netherlands
- Department of Pediatrics, Division of Respiratory Medicine and Allergology, Erasmus Medical Center, Rotterdam, Netherlands
- Department of Pediatrics, Division of Neonatology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Sara M Mensink-Bout
- The Generation R Study Group, Erasmus Medical Center, Rotterdam, Netherlands
- Department of Pediatrics, Division of Respiratory Medicine and Allergology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Claudia Flexeder
- German Research Center for Environmental Health, Institute of Epidemiology Helmholtz Zentrum München, Neuherberg, Germany
- Comprehensive Pneumology Center Munich (CPC-M), German Center for Lung Research, Munchen, Germany
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany
| | - Sibylle Koletzko
- Department of Pediatrics, Munich University Hospital Dr von Hauner Children's Hospital, Munchen, Germany
- Department of Pediatrics, Gastroenterology and Nutrition, University of Warmia and Mazury in Olsztyn School of Medicine, Olsztyn, Poland
| | - Tamara Schikowski
- Department of Epidemiology, IUF Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany
| | - Merete Åse Eggesbø
- Department of Environmental Epidemiology, Norwegian Institute of Public Health, Oslo, Norway
| | - Virissa Lenters
- Department of Environmental Epidemiology, Norwegian Institute of Public Health, Oslo, Norway
- Julius Center for Health Sciences and Primary Care, Utrecht, Netherlands
| | - Guillermo Fernández-Tardón
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), University of Oviedo, CIBERESP, Madrid, Spain
| | - Mikel Subiza-Perez
- Group of Environmental Epidemiology and Child Development, Biodonostia Health Research Institute, Donostia-san Sebastian, Spain
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
| | - Judith Garcia-Aymerich
- Non-Communicable Diseases and Environment Research Programme, Barcelona Institute for Global Health, Barcelona, Spain
| | - Mónica López-Vicente
- ISGlobal, Barcelona, Spain
- Department of Child and Adolescent Psychiatry and Psychology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Jordi Sunyer
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- ISGlobal, Barcelona, Spain
- Universitat Pompeu Fabra, Barcelona, Spain
| | | | - Ferran Ballester
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Epidemiology and Environmental Health Joint Research Unit, FISABIO, Universitat Jaume I, Valencia, Spain
- Nursing School, Universitat de València, Valencia, Spain
| | - Cecily Kelleher
- UCD School of Public Health, Physiotherapy and Sports Science, College of Health and Agricultural Sciences, University College Dublin, Dublin, Ireland
| | - John Mehegan
- UCD School of Public Health, Physiotherapy and Sports Science, College of Health and Agricultural Sciences, University College Dublin, Dublin, Ireland
| | - Andrea von Berg
- Research Institute, Department of Pediatrics, Marien-Hospital Wesel gGmbH, Wesel, Germany
| | - Gunda Herberth
- Department of Environmental Immunology, Helmholtz-Centre for Environmental Research - UFZ, Leipzig, Germany
| | - Marie Standl
- German Research Center for Environmental Health, Institute of Epidemiology Helmholtz Zentrum München, Neuherberg, Germany
- German Center for Lung Research, Giessen, Germany
| | - Claudia E Kuehni
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
- Division of Paediatric Respiratory Medicine and Allergology, Department of Paediatrics, Inselspital University Hospital Bern, Bern, Switzerland
| | - Eva S L Pedersen
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | - Maria Jansen
- Public Health Services, Academic Collaborative Centre for Public Health Limburg, Heerlen, Netherlands
- Department of Health Services Research, Maastricht University Care and Public Health Research Institute, Maastricht, Netherlands
| | - Ulrike Gehring
- Utrecht University Institute for Risk Assessment Sciences, Utrecht, Netherlands
| | - Jolanda M A Boer
- National Institute for Public Health and the Environment, Bilthoven, Netherlands
| | - Graham Devereux
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Steve Turner
- Women and Children’s Division, NHS Grampian, Aberdeen, UK
- Child Health, University of Aberdeen, Aberdeen, UK
| | - Ville Peltola
- Department of Paediatrics and Adolescent Medicine, TYKS Turku University Hospital, Turku, Finland
| | - Hanna Lagström
- Department of Public Health and Centre for Population Health Research, University of Turku, Turku, Finland
- TYKS Turku University Hospital, Turku, Finland
| | - Hazel M Inskip
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK
- NHS Foundation Trust, NIHR Southampton Biomedical Research Centre, Southampton, UK
| | | | | | - Cornelis K van der Ent
- Department of Paediatric Pulmonology, Wilhelmina Children's Hospital University Medical Centre, Utrecht, Netherlands
| | - Carel Thijs
- Maastricht University Care and Public Health Research Institute, Maastricht, Netherlands
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Wang M, Flexeder C, Harris CP, Thiering E, Koletzko S, Bauer CP, Schulte-Körne G, von Berg A, Berdel D, Heinrich J, Schulz H, Schikowski T, Peters A, Standl M. Accelerometry-assessed sleep clusters and cardiometabolic risk factors in adolescents. Obesity (Silver Spring) 2024; 32:200-213. [PMID: 37873587 DOI: 10.1002/oby.23918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 07/07/2023] [Accepted: 08/18/2023] [Indexed: 10/25/2023]
Abstract
OBJECTIVE This study aimed to identify sleep clusters based on objective multidimensional sleep characteristics and test their associations with adolescent cardiometabolic health. METHODS The authors included 1090 participants aged 14.3 to 16.4 years (mean = 15.2 years) who wore 7-day accelerometers during the 15-year follow-up of the German Infant Study on the influence of Nutrition Intervention PLUS environmental and genetic influences on allergy development (GINIplus) and the Influence of Lifestyle factors on the development of the Immune System and Allergies in East and West Germany (LISA) birth cohorts. K-means cluster analysis was performed across 12 sleep characteristics reflecting sleep quantity, quality, schedule, variability, and regularity. Cardiometabolic risk factors included fat mass index (FMI), blood pressure, triglycerides, high-density lipoprotein cholesterol, high-sensitivity C-reactive protein, and insulin resistance (n = 505). Linear and logistic regression models were examined. RESULTS Five sleep clusters were identified: good sleep (n = 337); delayed sleep phase (n = 244); sleep irregularity and variability (n = 108); fragmented sleep (n = 313); and prolonged sleep latency (n = 88). The "prolonged sleep latency" cluster was associated with increased sex-scaled FMI (β = 0.39, 95% CI: 0.15-0.62) compared with the "good sleep" cluster. The "sleep irregularity and variability" cluster was associated with increased odds of high triglycerides only in male individuals (odds ratio: 9.50, 95% CI: 3.22-28.07), but this finding was not confirmed in linear models. CONCLUSIONS The prolonged sleep latency cluster was associated with higher FMI in adolescents, whereas the sleep irregularity and variability cluster was specifically linked to elevated triglycerides (≥1.7 mmol/L) in male individuals.
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Affiliation(s)
- Mingming Wang
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
- Institute for Medical Information Processing, Biometry and Epidemiology (IBE), Faculty of Medicine, LMU Munich, Pettenkofer School of Public Health, Munich, Germany
| | - Claudia Flexeder
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany
| | - Carla P Harris
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
- Department of Pediatrics, Dr. von Hauner Children's Hospital, LMU University Hospitals, Munich, Germany
| | - Elisabeth Thiering
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
- Department of Pediatrics, Dr. von Hauner Children's Hospital, LMU University Hospitals, Munich, Germany
| | - Sibylle Koletzko
- Department of Pediatrics, Dr. von Hauner Children's Hospital, LMU University Hospitals, Munich, Germany
- Department of Pediatrics, Gastroenterology and Nutrition, School of Medicine Collegium Medicum, University of Warmia and Mazury, Olsztyn, Poland
| | | | - Gerd Schulte-Körne
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Hospital of the Ludwig-Maximilians-University (LMU) Munich, Munich, Germany
| | - Andrea von Berg
- Research Institute, Department of Pediatrics, Marien-Hospital Wesel, Wesel, Germany
| | - Dietrich Berdel
- Research Institute, Department of Pediatrics, Marien-Hospital Wesel, Wesel, Germany
| | - Joachim Heinrich
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany
- Allergy and Lung Health Unit, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Holger Schulz
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Tamara Schikowski
- IUF-Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany
| | - Annette Peters
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
- Chair of Epidemiology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Marie Standl
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
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4
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Thürmann L, Bauer M, Ferland M, Messingschlager M, Schikowski T, von Berg A, Heinrich J, Herberth G, Lehmann I, Standl M, Trump S. Undiagnosed Pediatric Elevated Blood Pressure Is Characterized by Induction of Proinflammatory and Cytotoxic Mediators. Hypertension 2023; 80:2425-2436. [PMID: 37675573 PMCID: PMC10581429 DOI: 10.1161/hypertensionaha.123.21489] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 08/23/2023] [Indexed: 09/08/2023]
Abstract
BACKGROUND Inflammatory processes have been suggested as a culprit of vascular damage in pediatric hypertension. We aimed to investigate transcriptional changes of immune modulators and determine their association with office blood pressure in adolescents who were not diagnosed with hypertension at the time of the study visit. METHODS Office blood pressure measurements and blood samples were taken from adolescents of 2 German birth cohorts, GINIplus (The German Infant Study on the Influence of Nutrition Intervention Plus Air Pollution and Genetics on Allergy Development; discovery cohort, n=1219) and LISA (Influences of Lifestyle-related factors on the Immune System and the Development of Allergies in Childhood; validation cohort, n=809), during the 15-year follow-up visit and categorized based on the European Society of Hypertension Guideline. Hs-CRP (high-sensitivity C-reactive protein) and expression of 51 genes encoding cytokines/receptors and transcription factors were analyzed. RESULTS The prevalence of elevated systolic blood pressure (overweight/obese) was 14.0% (5.1%) and 16.4% (5.2%) in the discovery and validation cohorts, respectively. An enhanced cytotoxic (GZMB, PRF1, IL2RB) and proinflammatory (FOS, IL1B, hs-CRP) immune profile was observed in association with the hypertension class in both cohorts. Expression of hs-CRP and IL1B was driven by overweight with IL1B being identified as a mediator between body mass index and elevated systolic blood pressure (adj.β/95% CI, 0.01/0.0002-0.02). The association of GZMB (adjusted odds ratio/95% CI, 1.67/1.26-2.21; P=0.0004) and PRF1 (adjusted odds ratio/95% CI, 1.70/1.26-2.29; P=0.0005) in the hypertension class remained significant in normal-weight individuals without parental predisposition. These effects were confirmed in LISA. CONCLUSIONS Adolescent hypertension is not limited to known risk groups. As adolescents in the hypertension class show an inflammatory profile similar to that of established hypertension in adults, blood pressure monitoring at a young age is critical to ensure early intervention and prevention of adverse sequelae.
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Affiliation(s)
- Loreen Thürmann
- Molecular Epidemiology Unit, Center of Digital Health, Berlin Institute of Health (BIH) at Charité – Universitätsmedizin Berlin, associated partner of the German Center for Lung Research (DZL) (L.T., M.M., I.L., S.T.)
| | - Mario Bauer
- Department of Environmental Immunology, Helmholtz Centre for Environmental Research-UFZ, Leipzig, Germany (M.B., G.H.)
| | - Maike Ferland
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany (M.F., J.H., M.S.)
| | - Marey Messingschlager
- Molecular Epidemiology Unit, Center of Digital Health, Berlin Institute of Health (BIH) at Charité – Universitätsmedizin Berlin, associated partner of the German Center for Lung Research (DZL) (L.T., M.M., I.L., S.T.)
| | - Tamara Schikowski
- IUF - Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany (T.S.)
| | - Andrea von Berg
- Research Institute, Department of Pediatrics, Marien-Hospital-Wesel, Germany (A.v.B.)
| | - Joachim Heinrich
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany (M.F., J.H., M.S.)
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, Ludwig Maximilians University of Munich, Germany (J.H.)
- Allergy and Lung Health Unit, Centre for Epidemiology and Biostatistics, School of Population & Global Health, The University of Melbourne, Australia (J.H.)
| | - Gunda Herberth
- Department of Environmental Immunology, Helmholtz Centre for Environmental Research-UFZ, Leipzig, Germany (M.B., G.H.)
| | - Irina Lehmann
- Molecular Epidemiology Unit, Center of Digital Health, Berlin Institute of Health (BIH) at Charité – Universitätsmedizin Berlin, associated partner of the German Center for Lung Research (DZL) (L.T., M.M., I.L., S.T.)
| | - Marie Standl
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany (M.F., J.H., M.S.)
| | - Saskia Trump
- Molecular Epidemiology Unit, Center of Digital Health, Berlin Institute of Health (BIH) at Charité – Universitätsmedizin Berlin, associated partner of the German Center for Lung Research (DZL) (L.T., M.M., I.L., S.T.)
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Areal AT, Singh N, Zhao Q, Berdel D, Koletzko S, von Berg A, Gappa M, Heinrich J, Standl M, Abramson MJ, Schikowski T. The Influence of Short-Term Weather Parameters and Air Pollution on Adolescent Airway Inflammation. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:6827. [PMID: 37835097 PMCID: PMC10572171 DOI: 10.3390/ijerph20196827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 09/14/2023] [Accepted: 09/18/2023] [Indexed: 10/15/2023]
Abstract
Fraction of exhaled Nitric Oxide (FeNO) is a marker of airway inflammation. We examined the main effects and interactions of relative humidity (RH) and air pollution on adolescents' FeNO. Two thousand and forty-two participants from the 15-year follow-up of the German GINIplus and LISA birth cohorts were included. Daily meteorological (maximum [Tmax], minimum [Tmin] and mean [Tmean] temperatures and RH) and air pollution [Ozone (O3), nitrogen dioxide (NO2) and particulate matter < 2.5 µm (PM2.5)] were assessed. Linear models were fitted with Ln(FeNO) as the outcome. Increases in FeNO indicate an increase in lung inflammation. Increased FeNO was associated with an increase in temperature, PM2.5, O3 and NO2. A 5% increase in RH was associated with a decrease in FeNO. Interactions between RH and high (p = 0.007) and medium (p = 0.050) NO2 were associated with increases in FeNO; while interactions between RH and high (p = 0.042) and medium (p = 0.040) O3 were associated with decreases in FeNO. Adverse effects were present for male participants, participants with low SES, participants with chronic respiratory disease, and participants from Wesel. Short-term weather and air pollution have an effect on lung inflammation in German adolescents. Future research should focus on further assessing the short-term effect of multiple exposures on lung inflammation in adolescents.
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Affiliation(s)
- Ashtyn Tracey Areal
- IUF—Leibniz Research Institute for Environmental Medicine, 40225 Düsseldorf, Germany; (A.T.A.); (N.S.); (Q.Z.)
- Department of Epidemiology, Medical Research School, Heinrich-Heine-University, 40225 Düsseldorf, Germany
| | - Nidhi Singh
- IUF—Leibniz Research Institute for Environmental Medicine, 40225 Düsseldorf, Germany; (A.T.A.); (N.S.); (Q.Z.)
| | - Qi Zhao
- IUF—Leibniz Research Institute for Environmental Medicine, 40225 Düsseldorf, Germany; (A.T.A.); (N.S.); (Q.Z.)
- School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan 250100, China
| | - Dietrich Berdel
- Department of Pediatrics, Research Institute, Marien-Hospital Wesel, 46483 Wesel, Germany; (D.B.); (A.v.B.)
| | - Sibylle Koletzko
- Department of Pediatrics, Dr. von Hauner Children’s Hospital Munich, University Hospital, LMU Munich, 80539 Munich, Germany;
- Department of Pediatrics, Gastroenterology and Nutrition, School of Medicine Collegium Medicum, University of Warmia and Mazury, 10-082 Olsztyn, Poland
| | - Andrea von Berg
- Department of Pediatrics, Research Institute, Marien-Hospital Wesel, 46483 Wesel, Germany; (D.B.); (A.v.B.)
| | - Monika Gappa
- Department of Paediatrics, Evangelisches Krankenhaus, 40217 Düsseldorf, Germany;
| | - Joachim Heinrich
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, 80539 Munich, Germany;
- German Center for Lung Research (DZL), 35392 Gießen, Germany;
- Allergy and Lung Health Unit, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC 3010, Australia
| | - Marie Standl
- German Center for Lung Research (DZL), 35392 Gießen, Germany;
- Institute of Epidemiology, Helmholtz Zentrum München—German Research Center for Environmental Health, 85764 Neuherberg, Germany
| | - Michael J. Abramson
- School of Public Health & Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia;
| | - Tamara Schikowski
- IUF—Leibniz Research Institute for Environmental Medicine, 40225 Düsseldorf, Germany; (A.T.A.); (N.S.); (Q.Z.)
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6
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Libuda L, Filipiak-Pittroff B, Standl M, Schikowski T, von Berg A, Koletzko S, Bauer CP, Heinrich J, Berdel D, Gappa M. Full Breastfeeding and Allergic Diseases-Long-Term Protection or Rebound Effects? Nutrients 2023; 15:2780. [PMID: 37375684 DOI: 10.3390/nu15122780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 06/03/2023] [Accepted: 06/10/2023] [Indexed: 06/29/2023] Open
Abstract
A previous follow-up of the GINIplus study showed that breastfeeding could protect against early eczema. However, effects diminished in adolescence, possibly indicating a "rebound effect" in breastfed children after initial protection. We evaluated the role of early eczema until three years of age on allergies until young adulthood and assessed whether early eczema modifies the association between breastfeeding and allergies. Data from GINIplus until 20-years of age (N = 4058) were considered. Information on atopic eczema, asthma, and rhinitis was based on reported physician's diagnoses. Adjusted Odds Ratios (aOR) were modelled by using generalized estimating equations. Early eczema was associated with eczema (aORs = 3.2-14.4), asthma (aORs = 2.2-2.7), and rhinitis (aORs = 1.2-2.7) until young adulthood. For eczema, this association decreased with age (p-for-interaction = 0.002-0.006). Longitudinal models did not show associations between breastfeeding and the respective allergies from 5 to 20 years of age. Moreover, early eczema generally did not modify the association between milk feeding and allergies except for rhinitis in participants without family history of atopy. Early eczema strongly predicts allergies until young adulthood. While preventive effects of full breastfeeding on eczema in infants with family history of atopy does not persist until young adulthood, the hypothesis of a rebound effect after initial protection cannot be confirmed.
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Affiliation(s)
- Lars Libuda
- Institute of Nutrition, Consumption and Health, Faculty of Natural Sciences, Paderborn University, Warburger Straße 100, 33098 Paderborn, Germany
- Children's Hospital, Evangelisches Krankenhaus Düsseldorf, 40217 Düsseldorf, Germany
| | - Birgit Filipiak-Pittroff
- Children's Hospital, Evangelisches Krankenhaus Düsseldorf, 40217 Düsseldorf, Germany
- Formerly Department of Pediatrics, Research Institute, Marien-Hospital Wesel, 46483 Wesel, Germany
| | - Marie Standl
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, 85764 Neuherberg, Germany
- Comprehensive Pneumology Center Munich (CPC-M), German Center for Lung Research (DZL), 81377 Munich, Germany
| | - Tamara Schikowski
- IUF-Leibniz Research Institute for Environmental Medicine, 40225 Düsseldorf, Germany
| | - Andrea von Berg
- Formerly Department of Pediatrics, Research Institute, Marien-Hospital Wesel, 46483 Wesel, Germany
| | - Sibylle Koletzko
- Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, LMU Munich, 80337 Munich, Germany
- Department of Pediatrics, Gastroenterology and Nutrition, School of Medicine Collegium Medicum, University of Warmia and Mazury, 10-719 Olsztyn, Poland
| | - Carl-Peter Bauer
- Department of Pediatrics, Technical University of Munich, 80804 Munich, Germany
| | - Joachim Heinrich
- Comprehensive Pneumology Center Munich (CPC-M), German Center for Lung Research (DZL), 81377 Munich, Germany
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, 80336 Munich, Germany
- Allergy and Lung Health Unit, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne 3010, Australia
| | - Dietrich Berdel
- Formerly Department of Pediatrics, Research Institute, Marien-Hospital Wesel, 46483 Wesel, Germany
| | - Monika Gappa
- Children's Hospital, Evangelisches Krankenhaus Düsseldorf, 40217 Düsseldorf, Germany
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7
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Kilanowski A, Thiering E, Wang G, Kumar A, Kress S, Flexeder C, Bauer CP, Berdel D, von Berg A, Bergström A, Gappa M, Heinrich J, Herberth G, Koletzko S, Kull I, Melén E, Schikowski T, Peters A, Standl M. Allergic disease trajectories up to adolescence: Characteristics, early-life, and genetic determinants. Allergy 2023; 78:836-850. [PMID: 36069615 DOI: 10.1111/all.15511] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 07/27/2022] [Accepted: 08/13/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND Allergic diseases often develop jointly during early childhood but differ in timing of onset, remission, and progression. Their disease course over time is often difficult to predict and determinants are not well understood. OBJECTIVES We aimed to identify trajectories of allergic diseases up to adolescence and to investigate their association with early-life and genetic determinants and clinical characteristics. METHODS Longitudinal k-means clustering was used to derive trajectories of allergic diseases (asthma, atopic dermatitis, and rhinitis) in two German birth cohorts (GINIplus/LISA). Associations with early-life determinants, polygenic risk scores, food and aeroallergen sensitization, and lung function were estimated by multinomial models. The results were replicated in the independent Swedish BAMSE cohort. RESULTS Seven allergic disease trajectories were identified: "Intermittently allergic," "rhinitis," "early-resolving dermatitis," "mid-persisting dermatitis," "multimorbid," "persisting dermatitis plus rhinitis," and "early-transient asthma." Family history of allergies was more prevalent in all allergic disease trajectories compared the non-allergic controls with stronger effect sizes for clusters comprising more than one allergic disease (e.g., RRR = 5.0, 95% CI = [3.1-8.0] in the multimorbid versus 1.8 [1.4-2.4] in the mild intermittently allergic cluster). Specific polygenic risk scores for single allergic diseases were significantly associated with their relevant trajectories. The derived trajectories and their association with genetic effects and clinical characteristics showed similar results in BAMSE. CONCLUSION Seven robust allergic clusters were identified and showed associations with early life and genetic factors as well as clinical characteristics.
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Affiliation(s)
- Anna Kilanowski
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.,Institute for Medical Information Processing, Biometry, and Epidemiology, Pettenkofer School of Public Health, LMU Munich, Munich, Germany.,Division of Metabolic and Nutritional Medicine, Dr. von Hauner Children's Hospital, University of Munich Medical Center, Munich, Germany
| | - Elisabeth Thiering
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.,Division of Metabolic and Nutritional Medicine, Dr. von Hauner Children's Hospital, University of Munich Medical Center, Munich, Germany
| | - Gang Wang
- Department of Integrated Traditional Chinese and Western Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China.,Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden
| | - Ashish Kumar
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden
| | - Sara Kress
- Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany.,Medical Research School Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
| | - Claudia Flexeder
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.,German Center for Lung Research (DZL), Munich, Germany.,Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany
| | - Carl-Peter Bauer
- Department of Pediatrics, Technical University of Munich, Munich, Germany
| | - Dietrich Berdel
- Research Institute, Department of Pediatrics, Marien-Hospital Wesel, Wesel, Germany
| | - Andrea von Berg
- Research Institute, Department of Pediatrics, Marien-Hospital Wesel, Wesel, Germany
| | - Anna Bergström
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.,Centre for Occupational and Environmental Medicine, Stockholm, Sweden
| | - Monika Gappa
- Evangelisches Krankenhaus Düsseldorf, Children's Hospital, Düsseldorf, Germany
| | - Joachim Heinrich
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany.,Allergy and Lung Health Unit, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
| | - Gunda Herberth
- Department of Environmental Immunology, Helmholtz Centre for Environmental Research-UFZ, Leipzig, Germany
| | - Sibylle Koletzko
- Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, LMU Munich, Munich, Germany.,Department of Pediatrics, Gastroenterology and Nutrition, School of Medicine Collegium Medicum, University of Warmia and Mazury, Olsztyn, Poland
| | - Inger Kull
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden.,Södersjukhuset, Karolinska Institutet, Stockholm, Sweden.,Sachs Children's and Youth Hospital, Stockholm, Sweden
| | - Erik Melén
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden
| | - Tamara Schikowski
- Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany
| | - Annette Peters
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.,Chair of Epidemiology, Ludwig-Maximilians University, Munich, Germany
| | - Marie Standl
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.,German Center for Lung Research (DZL), Munich, Germany
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8
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Zhao T, Thiering E, Jörres RA, Standl M, Kühnisch J, Heinrich J. Oral inflammation and exhaled nitric oxide fraction: a cross-sectional study. ERJ Open Res 2023; 9:00640-2022. [PMID: 36891074 PMCID: PMC9986757 DOI: 10.1183/23120541.00640-2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 11/24/2022] [Indexed: 12/14/2022] Open
Abstract
Oral inflammation is not associated with increased F ENO in nonasthmatic children and adolescents. The observed inverse association implies that gingival bleeding might decrease F ENO but this needs more study to be confirmed. https://bit.ly/3BhMP6f.
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Affiliation(s)
- Tianyu Zhao
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany.,Comprehensive Pneumology Center Munich (CPC-M), German Center for Lung Research (DZL), Munich, Germany.,Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.,These authors contributed equally
| | - Elisabeth Thiering
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.,Ludwig Maximilians University of Munich, Dr von Hauner Children's Hospital, Munich, Germany.,These authors contributed equally
| | - Rudolf A Jörres
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany.,Comprehensive Pneumology Center Munich (CPC-M), German Center for Lung Research (DZL), Munich, Germany
| | - Marie Standl
- Comprehensive Pneumology Center Munich (CPC-M), German Center for Lung Research (DZL), Munich, Germany.,Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Jan Kühnisch
- Department of Operative Dentistry and Periodontology, University Hospital, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Joachim Heinrich
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany.,Comprehensive Pneumology Center Munich (CPC-M), German Center for Lung Research (DZL), Munich, Germany.,Allergy and Lung Health Unit, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
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9
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Wang M, Flexeder C, Kilanowski A, Kress S, Herberth G, Schikowski T, Peters A, Standl M. Changes in sleep duration and sleep difficulties from adolescence to young adulthood and the risk of obesity: Bidirectional evidence in the GINIplus and LISA studies. Sleep Med 2023; 101:401-410. [PMID: 36516524 DOI: 10.1016/j.sleep.2022.11.031] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 11/25/2022] [Accepted: 11/29/2022] [Indexed: 12/05/2022]
Abstract
OBJECTIVE This study aimed to assess the association of changes in sleep behaviors from adolescence to young adulthood with the risk of overweight/obesity, and the reverse relationship. METHODS Data of 1978 participants was obtained from the 15- and 20-year follow-ups of the GINIplus and LISA birth cohorts. Insufficient sleep was defined as reported sleep duration <8 h for adolescents, <7 h for adults, and sleep difficulties as reported having sleeping difficulties. Logistic regression models were used to assess bidirectional associations of changes in insufficient sleep and sleep difficulties with overweight/obesity. The polygenic risk scores (PRS) for body mass index (BMI) was tested in a sub-sample (n = 918). RESULTS Compared with sufficient sleep in both adolescence and young adulthood, insufficient sleep only in young adulthood was associated with an increased risk of overweight/obesity (odds ratio = 1.85, 95%confidence interval = [1.27-2.69]). Compared with no sleep difficulties at both time-points, only persistent sleep difficulties was associated with a higher risk of overweight/obesity (2.15 [1.22-3.77]). The PRS for BMI was associated with overweight/obesity (1.41 [1.17-1.70]), but no significant gene-sleep interaction effect was observed. Reversely, only persistent overweight/obesity was associated with increased risks of insufficient sleep (1.81 [1.21-2.70]), and sleep difficulties (1.77 [1.18-2.66]), respectively. CONCLUSIONS Insufficient sleep only presented a cross-sectional association with overweight/obesity in young adulthood, while long-term sleep difficulties from adolescence to young adulthood was associated with young adult overweight/obesity. Reversely, long-term overweight/obesity from adolescence to young adulthood was associated with insufficient sleep and sleep difficulties in young adulthood.
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Affiliation(s)
- Mingming Wang
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany; Institute for Medical Information Processing, Biometry and Epidemiology, Pettenkofer School of Public Health, LMU Munich, Munich, Germany
| | - Claudia Flexeder
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany; Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, Ludwig Maximilians University of Munich, Munich, Germany
| | - Anna Kilanowski
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany; Institute for Medical Information Processing, Biometry and Epidemiology, Pettenkofer School of Public Health, LMU Munich, Munich, Germany; Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, Ludwig Maximilians University of Munich, Munich, Germany
| | - Sara Kress
- IUF - Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany; Medical Research School Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
| | - Gunda Herberth
- Department of Environmental Immunology, Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany
| | - Tamara Schikowski
- IUF - Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany
| | - Annette Peters
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany; Chair of Epidemiology, Ludwig-Maximilians University of Munich, Munich, Germany
| | - Marie Standl
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.
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10
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Kilanowski A, Chen J, Everson T, Thiering E, Wilson R, Gladish N, Waldenberger M, Zhang H, Celedón JC, Burchard EG, Peters A, Standl M, Hüls A. Methylation risk scores for childhood aeroallergen sensitization: Results from the LISA birth cohort. Allergy 2022; 77:2803-2817. [PMID: 35437756 PMCID: PMC9437118 DOI: 10.1111/all.15315] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 03/17/2022] [Accepted: 03/22/2022] [Indexed: 01/27/2023]
Abstract
BACKGROUND Epigenomic (e.g., DNA methylation [DNAm]) changes have been hypothesized as intermediate step linking environmental exposures with allergic disease. Associations between individual DNAm at CpGs and allergic diseases have been reported, but their joint predictive capability is unknown. METHODS Data were obtained from 240 children of the German LISA cohort. DNAm was measured in blood clots at 6 (N = 234) and 10 years (N = 227) using the Illumina EPIC chip. Presence of aeroallergen sensitization was measured in blood at 6, 10, and 15 years. We calculated six methylation risk scores (MRS) for allergy-related phenotypes, like total and specific IgE, asthma, or any allergies, based on available publications and assessed their performances both cross-sectionally (biomarker) and prospectively (predictor of the disease). Dose-response associations between aeroallergen sensitization and MRS were evaluated. RESULTS All six allergy-related MRS were highly correlated (r > .86), and seven CpGs were included in more than one MRS. Cross-sectionally, we observed an 81% increased risk for aeroallergen sensitization at 6 years with an increased MRS by one standard deviation (best-performing MRS, 95% confidence interval = [43%; 227%]). Significant associations were also seen cross-sectionally at 10 years and prospectively, though the effect of the latter was attenuated when restricted to participants not sensitized at baseline. A clear dose-response relationship with levels of aeroallergen sensitization could be established cross-sectionally, but not prospectively. CONCLUSION We found good classification and prediction capabilities of calculated allergy-related MRS cross-sectionally, underlining the relevance of altered gene-regulation in allergic diseases and providing insights into potential DNAm biomarkers of aeroallergen sensitization.
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Affiliation(s)
- Anna Kilanowski
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA.,Institute for Medical Information Processing, Biometry, and Epidemiology; Pettenkofer School of Public Health, LMU Munich, Munich, Germany,Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.,Division of Metabolic and Nutritional Medicine, Dr. von Hauner Children's Hospital, University of Munich Medical Center, Munich, Germany
| | - Junyu Chen
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Todd Everson
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA.,Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Elisabeth Thiering
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.,Division of Metabolic and Nutritional Medicine, Dr. von Hauner Children's Hospital, University of Munich Medical Center, Munich, Germany
| | - Rory Wilson
- Research Unit Molecular Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Nicole Gladish
- Centre for Molecular Medicine and Therapeutics, British Columbia Children's Hospital, Vancouver, BC, Canada.,Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Melanie Waldenberger
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.,Research Unit Molecular Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Hongmei Zhang
- Division of Epidemiology, Biostatistics, and Environmental Health Sciences, School of Public Health, University of Memphis, Memphis, TN
| | - Juan C. Celedón
- Division of Pediatric Pulmonary Medicine, UPMC Children’s Hospital of Pittsburgh, University of Pittsburgh
| | | | - Annette Peters
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.,Chair of Epidemiology, Ludwig-Maximilians University, Marchioninistr. 15, 81377 Munich, Germany
| | - Marie Standl
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.,German Center for Lung Research (DZL), Gießen, Germany.,Corresponding Author Dr. Anke Huels (for methodologic requests), Rollins School of Public Health, Emory University, Department of Epidemiology, 1518 Clifton Rd NE, Atlanta, GA 30322, Phone: 404-727-4103, ; Dr. Marie Standl (for data related requests), Helmholtz Zentrum München - Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Institute of Epidemiology, Ingolstädter Landstraße 1, D-85764 Neuherberg, Phone: +49 89 3187-2952,
| | - Anke Hüls
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA.,Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA.,Corresponding Author Dr. Anke Huels (for methodologic requests), Rollins School of Public Health, Emory University, Department of Epidemiology, 1518 Clifton Rd NE, Atlanta, GA 30322, Phone: 404-727-4103, ; Dr. Marie Standl (for data related requests), Helmholtz Zentrum München - Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Institute of Epidemiology, Ingolstädter Landstraße 1, D-85764 Neuherberg, Phone: +49 89 3187-2952,
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11
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Markevych I, Astell-Burt T, Altug H, Triebner K, Standl M, Flexeder C, Heinrich J, Schikowski T, Koletzko S, Herberth G, Bauer CP, von Berg A, Berdel D, Feng X. Residential green space and age at menarche in German and Australian adolescent girls: A longitudinal study. Int J Hyg Environ Health 2022; 240:113917. [PMID: 35007986 DOI: 10.1016/j.ijheh.2021.113917] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 12/13/2021] [Accepted: 12/31/2021] [Indexed: 11/16/2022]
Abstract
BACKGROUND A large multicentre European study reported later onset of menopause among women residing in greener areas. This influence on the timing of a reproductive event like menopause, raises the question whether similar associations can be observed with timing of menarche. We investigated whether exposure to residential green space was related to the age at menarche in German and Australian adolescent girls. METHODS The analytic samples comprised of 1706 German and 1474 Australian adolescent girls. Percentage of green space was calculated in 1000 m buffers around a residential address or its surrogate at the previous follow-up. Mixed effects Cox proportional hazard models were used to explore the associations. The survival object was the occurrence of menarche at the time of follow-up (15-year follow-up of the German cohorts and the study wave at 14-15 years in the Australian cohort) and number of years since baseline (10-year follow-up in the German cohort and the study wave at 10-11 years in the Australian cohort). Participants who did not reach menarche were included as censored observations. RESULTS A greener residence was not associated with the age at menarche. Null findings were consistent in the general population and in analyses stratified by socioeconomic status or urbanicity in both countries. Urban residents were more likely to have earlier menarche, and this association was consistent across Germany and Australia. CONCLUSION The results of our analysis do not support the hypothesis that residing in places with more green space can influence timing of menarche. However, given the limitations of our study, researchers should not be discouraged to further explore environmental risk factors of early menarche.
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Affiliation(s)
- Iana Markevych
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany; Institute of Psychology, Jagiellonian University, Krakow, Poland; Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.
| | - Thomas Astell-Burt
- Population Wellbeing and Environment Research Lab (PowerLab), School of Public Health, Faculty of Arts, Social Sciences and Humanities, University of Wollongong, Wollongong, Australia; National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, China; Menzies Centre for Health Policy, University of Sydney, Sydney, Australia; School of Public Health, Peking Union Medical College and the Chinese Academy of Medical Sciences, Beijing, China
| | - Hicran Altug
- IUF, Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany
| | - Kai Triebner
- Department of Clinical Science, University of Bergen, Bergen, Norway; Core Facility for Metabolomics, University of Bergen, Bergen, Norway
| | - Marie Standl
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Claudia Flexeder
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Joachim Heinrich
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany; Allergy and Lung Health Unit, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
| | - Tamara Schikowski
- IUF, Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany
| | - Sibylle Koletzko
- Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, LMU Munich, Munich, Germany; Department of Pediatrics, Gastroenterology and Nutrition, School of Medicine Collegium Medicum University of Warmia and Mazury, Olsztyn, Poland
| | - Gunda Herberth
- Department of Environmental Immunology/Core Facility Studies, Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany
| | - Carl-Peter Bauer
- Department of Pediatrics, Technical University of Munich, Munich, Germany
| | - Andrea von Berg
- Research Institute, Department of Pediatrics, Marien-Hospital Wesel, Wesel, Germany
| | - Dietrich Berdel
- Research Institute, Department of Pediatrics, Marien-Hospital Wesel, Wesel, Germany
| | - Xiaoqi Feng
- Population Wellbeing and Environment Research Lab (PowerLab), School of Public Health, Faculty of Arts, Social Sciences and Humanities, University of Wollongong, Wollongong, Australia; National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, China; Menzies Centre for Health Policy, University of Sydney, Sydney, Australia; School of Population Health, Faculty of Medicine, UNSW, Sydney, Australia
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12
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Falkai P, Koutsouleris N, Bertsch K, Bialas M, Binder E, Bühner M, Buyx A, Cai N, Cappello S, Ehring T, Gensichen J, Hamann J, Hasan A, Henningsen P, Leucht S, Möhrmann KH, Nagelstutz E, Padberg F, Peters A, Pfäffel L, Reich-Erkelenz D, Riedl V, Rueckert D, Schmitt A, Schulte-Körne G, Scheuring E, Schulze TG, Starzengruber R, Stier S, Theis FJ, Winkelmann J, Wurst W, Priller J. Concept of the Munich/Augsburg Consortium Precision in Mental Health for the German Center of Mental Health. Front Psychiatry 2022; 13:815718. [PMID: 35308871 PMCID: PMC8930853 DOI: 10.3389/fpsyt.2022.815718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 02/08/2022] [Indexed: 11/20/2022] Open
Abstract
The Federal Ministry of Education and Research (BMBF) issued a call for a new nationwide research network on mental disorders, the German Center of Mental Health (DZPG). The Munich/Augsburg consortium was selected to participate as one of six partner sites with its concept "Precision in Mental Health (PriMe): Understanding, predicting, and preventing chronicity." PriMe bundles interdisciplinary research from the Ludwig-Maximilians-University (LMU), Technical University of Munich (TUM), University of Augsburg (UniA), Helmholtz Center Munich (HMGU), and Max Planck Institute of Psychiatry (MPIP) and has a focus on schizophrenia (SZ), bipolar disorder (BPD), and major depressive disorder (MDD). PriMe takes a longitudinal perspective on these three disorders from the at-risk stage to the first-episode, relapsing, and chronic stages. These disorders pose a major health burden because in up to 50% of patients they cause untreatable residual symptoms, which lead to early social and vocational disability, comorbidities, and excess mortality. PriMe aims at reducing mortality on different levels, e.g., reducing death by psychiatric and somatic comorbidities, and will approach this goal by addressing interdisciplinary and cross-sector approaches across the lifespan. PriMe aims to add a precision medicine framework to the DZPG that will propel deeper understanding, more accurate prediction, and personalized prevention to prevent disease chronicity and mortality across mental illnesses. This framework is structured along the translational chain and will be used by PriMe to innovate the preventive and therapeutic management of SZ, BPD, and MDD from rural to urban areas and from patients in early disease stages to patients with long-term disease courses. Research will build on platforms that include one on model systems, one on the identification and validation of predictive markers, one on the development of novel multimodal treatments, one on the regulation and strengthening of the uptake and dissemination of personalized treatments, and finally one on testing of the clinical effectiveness, utility, and scalability of such personalized treatments. In accordance with the translational chain, PriMe's expertise includes the ability to integrate understanding of bio-behavioral processes based on innovative models, to translate this knowledge into clinical practice and to promote user participation in mental health research and care.
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Affiliation(s)
- Peter Falkai
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Nikolaos Koutsouleris
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany.,Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.,Max Planck Institute of Psychiatry, Munich, Germany
| | - Katja Bertsch
- Department of Psychology, LMU Munich, Munich, Germany
| | - Mirko Bialas
- Münchner Psychiatrie-Erfahrene e.V., Munich, Germany
| | | | - Markus Bühner
- Department of Psychology, LMU Munich, Munich, Germany
| | - Alena Buyx
- Institute of History and Ethics in Medicine, Technical University Munich, Munich, Germany
| | - Na Cai
- Helmholtz Pioneer Campus, Helmholtz Center Munich, Munich, Germany
| | | | - Thomas Ehring
- Department of Psychology, LMU Munich, Munich, Germany
| | | | - Johannes Hamann
- Department of Psychiatry and Psychotherapy, Technical University Munich, Munich, Germany
| | - Alkomiet Hasan
- Department of Psychiatry, Psychotherapy and Psychosomatics, Medical Faculty, University of Augsburg, Augsburg, Germany
| | - Peter Henningsen
- Department of Psychosomatic Medicine and Psychotherapy, Technical University Munich, Munich, Germany
| | - Stefan Leucht
- Department of Psychiatry and Psychotherapy, Technical University Munich, Munich, Germany
| | | | | | - Frank Padberg
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Annette Peters
- Institute of Epidemiology, Helmholtz Center Munich, Munich, Germany
| | - Lea Pfäffel
- Department of Psychiatry and Psychotherapy, Technical University Munich, Munich, Germany
| | - Daniela Reich-Erkelenz
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany.,Institute of Psychiatric Phenomics and Genomics, University Hospital, LMU Munich, Munich, Germany
| | - Valentin Riedl
- Neuroimaging Center, Technical University of Munich, Munich, Germany
| | - Daniel Rueckert
- Institute for AI and Informatics in Medicine, Technical University of Munich, Munich, Germany
| | - Andrea Schmitt
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany.,Laboratory of Neuroscience (LIM 27), Institute of Psychiatry, University of São Paulo, São Paulo, Brazil
| | - Gerd Schulte-Körne
- Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | | | - Thomas G Schulze
- Institute of Psychiatric Phenomics and Genomics, University Hospital, LMU Munich, Munich, Germany
| | | | - Susanne Stier
- Münchner Psychiatrie-Erfahrene e.V., Munich, Germany
| | - Fabian J Theis
- Institute of Computational Biology, Helmholtz Center Munich, Munich, Germany
| | - Juliane Winkelmann
- Institute of Human Genetics, Technical University Munich, Munich, Germany
| | - Wolfgang Wurst
- Institute of Developmental Genetics, Helmholtz Center Munich, Munich, Germany
| | - Josef Priller
- Department of Psychiatry and Psychotherapy, Technical University Munich, Munich, Germany.,Department of Psychiatry and Psychotherapy, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Centre for Clinical Brain Sciences, UK Dementia Research Institute, The University of Edinburgh, Edinburgh, United Kingdom
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13
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Markevych I, Orlov N, Grellier J, Kaczmarek-Majer K, Lipowska M, Sitnik-Warchulska K, Mysak Y, Baumbach C, Wierzba-Łukaszyk M, Soomro MH, Compa M, Izydorczyk B, Skotak K, Degórska A, Bratkowski J, Kossowski B, Domagalik A, Szwed M. NeuroSmog: Determining the Impact of Air Pollution on the Developing Brain: Project Protocol. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 19:310. [PMID: 35010570 PMCID: PMC8744611 DOI: 10.3390/ijerph19010310] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 12/08/2021] [Accepted: 12/24/2021] [Indexed: 06/14/2023]
Abstract
Exposure to airborne particulate matter (PM) may affect neurodevelopmental outcomes in children. The mechanisms underlying these relationships are not currently known. We aim to assess whether PM affects the developing brains of schoolchildren in Poland, a country characterized by high levels of PM pollution. Children aged from 10 to 13 years (n = 800) are recruited to participate in this case-control study. Cases (children with attention deficit hyperactivity disorder (ADHD)) are being recruited by field psychologists. Population-based controls are being sampled from schools. The study area comprises 18 towns in southern Poland characterized by wide-ranging levels of PM. Comprehensive psychological assessments are conducted to assess cognitive and social functioning. Participants undergo structural, diffusion-weighted, task, and resting-state magnetic resonance imaging (MRI). PM concentrations are estimated using land use regression models, incorporating information from air monitoring networks, dispersion models, and characteristics of roads and other land cover types. The estimated concentrations will be assigned to the prenatal and postnatal residential and preschool/school addresses of the study participants. We will assess whether long-term exposure to PM affects brain function, structure, and connectivity in healthy children and in those diagnosed with ADHD. This study will provide novel, in-depth understanding of the neurodevelopmental effects of PM pollution.
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Affiliation(s)
- Iana Markevych
- Institute of Psychology, Jagiellonian University, Ingardena 6, 30-060 Krakow, Poland; (I.M.); (N.O.); (J.G.); (Y.M.); (C.B.); (M.W.-Ł.); (M.H.S.); (M.C.); (B.I.)
| | - Natasza Orlov
- Institute of Psychology, Jagiellonian University, Ingardena 6, 30-060 Krakow, Poland; (I.M.); (N.O.); (J.G.); (Y.M.); (C.B.); (M.W.-Ł.); (M.H.S.); (M.C.); (B.I.)
- Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, De Crespigny Park, London SE5 8AF, UK
| | - James Grellier
- Institute of Psychology, Jagiellonian University, Ingardena 6, 30-060 Krakow, Poland; (I.M.); (N.O.); (J.G.); (Y.M.); (C.B.); (M.W.-Ł.); (M.H.S.); (M.C.); (B.I.)
- European Centre of Environment and Human Health, University of Exeter Medical School, Royal Cornwall Hospital, Truro, Cornwall TR1 3HD, UK
| | - Katarzyna Kaczmarek-Majer
- Institute of Environmental Protection-National Research Institute, Krucza 5/11d, 00-548 Warsaw, Poland; (K.K.-M.); (K.S.); (A.D.); (J.B.)
- Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447 Warsaw, Poland
| | - Małgorzata Lipowska
- Faculty of Management and Social Communication, Institute of Applied Psychology, Jagiellonian University, Łojasiewicza 4, 30-348 Krakow, Poland; (M.L.); (K.S.-W.)
- Institute of Psychology, University of Gdansk, Bażyńskiego 4, 80-952 Gdansk, Poland
| | - Katarzyna Sitnik-Warchulska
- Faculty of Management and Social Communication, Institute of Applied Psychology, Jagiellonian University, Łojasiewicza 4, 30-348 Krakow, Poland; (M.L.); (K.S.-W.)
| | - Yarema Mysak
- Institute of Psychology, Jagiellonian University, Ingardena 6, 30-060 Krakow, Poland; (I.M.); (N.O.); (J.G.); (Y.M.); (C.B.); (M.W.-Ł.); (M.H.S.); (M.C.); (B.I.)
| | - Clemens Baumbach
- Institute of Psychology, Jagiellonian University, Ingardena 6, 30-060 Krakow, Poland; (I.M.); (N.O.); (J.G.); (Y.M.); (C.B.); (M.W.-Ł.); (M.H.S.); (M.C.); (B.I.)
- ENIANO GmbH, Schwanthalerstraße 73, 80336 Munich, Germany
| | - Maja Wierzba-Łukaszyk
- Institute of Psychology, Jagiellonian University, Ingardena 6, 30-060 Krakow, Poland; (I.M.); (N.O.); (J.G.); (Y.M.); (C.B.); (M.W.-Ł.); (M.H.S.); (M.C.); (B.I.)
| | - Munawar Hussain Soomro
- Institute of Psychology, Jagiellonian University, Ingardena 6, 30-060 Krakow, Poland; (I.M.); (N.O.); (J.G.); (Y.M.); (C.B.); (M.W.-Ł.); (M.H.S.); (M.C.); (B.I.)
| | - Mikołaj Compa
- Institute of Psychology, Jagiellonian University, Ingardena 6, 30-060 Krakow, Poland; (I.M.); (N.O.); (J.G.); (Y.M.); (C.B.); (M.W.-Ł.); (M.H.S.); (M.C.); (B.I.)
| | - Bernadetta Izydorczyk
- Institute of Psychology, Jagiellonian University, Ingardena 6, 30-060 Krakow, Poland; (I.M.); (N.O.); (J.G.); (Y.M.); (C.B.); (M.W.-Ł.); (M.H.S.); (M.C.); (B.I.)
- Faculty of Management and Social Communication, Institute of Applied Psychology, Jagiellonian University, Łojasiewicza 4, 30-348 Krakow, Poland; (M.L.); (K.S.-W.)
| | - Krzysztof Skotak
- Institute of Environmental Protection-National Research Institute, Krucza 5/11d, 00-548 Warsaw, Poland; (K.K.-M.); (K.S.); (A.D.); (J.B.)
| | - Anna Degórska
- Institute of Environmental Protection-National Research Institute, Krucza 5/11d, 00-548 Warsaw, Poland; (K.K.-M.); (K.S.); (A.D.); (J.B.)
| | - Jakub Bratkowski
- Institute of Environmental Protection-National Research Institute, Krucza 5/11d, 00-548 Warsaw, Poland; (K.K.-M.); (K.S.); (A.D.); (J.B.)
| | - Bartosz Kossowski
- Laboratory of Brain Imaging, Nencki Institute for Experimental Biology, Pasteur 3, 02-093 Warsaw, Poland;
| | - Aleksandra Domagalik
- Brain Imaging Core Facility, Małopolska Centre of Biotechnology, Jagiellonian University, Gronostajowa 7A, 30-387 Krakow, Poland;
| | - Marcin Szwed
- Institute of Psychology, Jagiellonian University, Ingardena 6, 30-060 Krakow, Poland; (I.M.); (N.O.); (J.G.); (Y.M.); (C.B.); (M.W.-Ł.); (M.H.S.); (M.C.); (B.I.)
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14
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Pinart M, Nimptsch K, Forslund SK, Schlicht K, Gueimonde M, Brigidi P, Turroni S, Ahrens W, Hebestreit A, Wolters M, Dötsch A, Nöthlings U, Oluwagbemigun K, Cuadrat RRC, Schulze MB, Standl M, Schloter M, De Angelis M, Iozzo P, Guzzardi MA, Vlaemynck G, Penders J, Jonkers DMAE, Stemmer M, Chiesa G, Cavalieri D, De Filippo C, Ercolini D, De Filippis F, Ribet D, Achamrah N, Tavolacci MP, Déchelotte P, Bouwman J, Laudes M, Pischon T. Identification and Characterization of Human Observational Studies in Nutritional Epidemiology on Gut Microbiomics for Joint Data Analysis. Nutrients 2021; 13:nu13093292. [PMID: 34579168 PMCID: PMC8466729 DOI: 10.3390/nu13093292] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 09/10/2021] [Accepted: 09/17/2021] [Indexed: 01/16/2023] Open
Abstract
In any research field, data access and data integration are major challenges that even large, well-established consortia face. Although data sharing initiatives are increasing, joint data analyses on nutrition and microbiomics in health and disease are still scarce. We aimed to identify observational studies with data on nutrition and gut microbiome composition from the Intestinal Microbiomics (INTIMIC) Knowledge Platform following the findable, accessible, interoperable, and reusable (FAIR) principles. An adapted template from the European Nutritional Phenotype Assessment and Data Sharing Initiative (ENPADASI) consortium was used to collect microbiome-specific information and other related factors. In total, 23 studies (17 longitudinal and 6 cross-sectional) were identified from Italy (7), Germany (6), Netherlands (3), Spain (2), Belgium (1), and France (1) or multiple countries (3). Of these, 21 studies collected information on both dietary intake (24 h dietary recall, food frequency questionnaire (FFQ), or Food Records) and gut microbiome. All studies collected stool samples. The most often used sequencing platform was Illumina MiSeq, and the preferred hypervariable regions of the 16S rRNA gene were V3–V4 or V4. The combination of datasets will allow for sufficiently powered investigations to increase the knowledge and understanding of the relationship between food and gut microbiome in health and disease.
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Affiliation(s)
- Mariona Pinart
- Molecular Epidemiology Research Group, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany; (M.P.); (T.P.)
| | - Katharina Nimptsch
- Molecular Epidemiology Research Group, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany; (M.P.); (T.P.)
- Correspondence: ; Tel.: +49-30-9046-4573
| | - Sofia K. Forslund
- Experimental and Clinical Research Center, A Cooperation of Charité-Universitätsmedizin Berlin and Max Delbrück Center for Molecular Medicine, Lindenberger Weg 80, 13125 Berlin, Germany;
- Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, 10117 Berlin, Germany
- Host-Microbiome Factors in Cardiovascular Disease Lab, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany
- German Centre for Cardiovascular Research (DZHK), Partner Site Berlin, 10785 Berlin, Germany
- Berlin Institute of Health (BIH), 10178 Berlin, Germany
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Kristina Schlicht
- Institute of Diabetes and Clinical Metabolic Research, University of Kiel, 24105 Kiel, Germany; (K.S.); (M.L.)
| | - Miguel Gueimonde
- Department of Microbiology and Biochemistry of Dairy Products, IPLA-CSIC, 33300 Villaviciosa, Spain;
- Diet, Microbiota and Health Group, Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Oviedo, Spain
| | - Patrizia Brigidi
- Department of Medical and Surgical Sciences, University of Bologna, Via Massarenti 9, 40138 Bologna, Italy;
| | - Silvia Turroni
- Department of Pharmacy and Biotechnology, University of Bologna, Via Belmeloro 6, 40126 Bologna, Italy;
| | - Wolfgang Ahrens
- Leibniz Institute for Prevention Research and Epidemiology-BIPS, 28359 Bremen, Germany; (W.A.); (A.H.); (M.W.)
- Institute of Statistics, Bremen University, 28359 Bremen, Germany
| | - Antje Hebestreit
- Leibniz Institute for Prevention Research and Epidemiology-BIPS, 28359 Bremen, Germany; (W.A.); (A.H.); (M.W.)
| | - Maike Wolters
- Leibniz Institute for Prevention Research and Epidemiology-BIPS, 28359 Bremen, Germany; (W.A.); (A.H.); (M.W.)
| | - Andreas Dötsch
- Department of Physiology and Biochemistry of Nutrition, Max Rubner-Institut (MRI)-Federal Research Institute of Nutrition and Food, 76131 Karlsruhe, Germany;
| | - Ute Nöthlings
- Nutritional Epidemiology Unit, Institute of Nutrition and Food Sciences, University of Bonn, 53115 Bonn, Germany; (U.N.); (K.O.)
| | - Kolade Oluwagbemigun
- Nutritional Epidemiology Unit, Institute of Nutrition and Food Sciences, University of Bonn, 53115 Bonn, Germany; (U.N.); (K.O.)
| | - Rafael R. C. Cuadrat
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, 14558 Nuthetal, Germany; (R.R.C.C.); (M.B.S.)
| | - Matthias B. Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, 14558 Nuthetal, Germany; (R.R.C.C.); (M.B.S.)
- Institute of Nutritional Science, University of Potsdam, 14558 Potsdam, Germany
- German Center for Diabetes Research (DZD), 85764 Neuherberg, Germany
| | - Marie Standl
- Institute of Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, 85764 Neuherberg, Germany;
| | - Michael Schloter
- Research Unit for Comparative Microbiome Analysis, Helmholtz Zentrum München-German Research Center for Environmental Health, 85764 Neuherberg, Germany;
| | - Maria De Angelis
- Department of Soil, Plant and Food Sciences, University of Bari Aldo Moro, 70126 Bari, Italy;
| | - Patricia Iozzo
- Institute of Clinical Physiology, National Research Council, Via Moruzzi 1, 56124 Pisa, Italy; (P.I.); (M.A.G.)
| | - Maria Angela Guzzardi
- Institute of Clinical Physiology, National Research Council, Via Moruzzi 1, 56124 Pisa, Italy; (P.I.); (M.A.G.)
| | - Geertrui Vlaemynck
- Department Technology and Food, Flanders Research Institute for Agriculture, Fisheries and Food, 9090 Melle, Belgium;
| | - John Penders
- Department of Medical Microbiology, School of Nutrition and Translational Research in Metabolism (NUTRIM) and Care and Public Health Research Institute (CAPHRI), Maastricht University Medical Center, 6200 MD Maastricht, The Netherlands;
| | - Daisy M. A. E. Jonkers
- Department of Internal Medicine, Division Gastroenterology-Hepatology, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center, 6200 MD Maastricht, The Netherlands;
| | - Maya Stemmer
- Department of Industrial Engineering and Management, Ben-Gurion University of the Negev, Beer-Sheva P.O. Box 653, Israel;
| | - Giulia Chiesa
- Department of Pharmacological and Biomolecular Sciences, Università degli Studi di Milano, 20133 Milan, Italy;
| | - Duccio Cavalieri
- Department of Biology, University of Florence, Via Madonna del Piano 6, 50019 Florence, Italy;
| | - Carlotta De Filippo
- Institute of Agricultural Biology and Biotechnology National Research Council, Via Moruzzi 1, 56124 Pisa, Italy;
| | - Danilo Ercolini
- Department of Agricultural Sciences, University of Naples Federico II, 80055 Portici, Italy; (D.E.); (F.D.F.)
- Task Force on Microbiome Studies, University of Naples Federico II, 80134 Naples, Italy
| | - Francesca De Filippis
- Department of Agricultural Sciences, University of Naples Federico II, 80055 Portici, Italy; (D.E.); (F.D.F.)
- Task Force on Microbiome Studies, University of Naples Federico II, 80134 Naples, Italy
| | - David Ribet
- INSERM UMR 1073 “Nutrition, Inflammation and Gut-Brain Axis Dysfunctions”, UNIROUEN, Normandie University, 76000 Rouen, France; (D.R.); (N.A.); (M.-P.T.); (P.D.)
| | - Najate Achamrah
- INSERM UMR 1073 “Nutrition, Inflammation and Gut-Brain Axis Dysfunctions”, UNIROUEN, Normandie University, 76000 Rouen, France; (D.R.); (N.A.); (M.-P.T.); (P.D.)
- Department of Nutrition, CHU Rouen, 76000 Rouen, France
| | - Marie-Pierre Tavolacci
- INSERM UMR 1073 “Nutrition, Inflammation and Gut-Brain Axis Dysfunctions”, UNIROUEN, Normandie University, 76000 Rouen, France; (D.R.); (N.A.); (M.-P.T.); (P.D.)
- INSERM CIC-CRB 1404, CHU Rouen, 76000 Rouen, France
| | - Pierre Déchelotte
- INSERM UMR 1073 “Nutrition, Inflammation and Gut-Brain Axis Dysfunctions”, UNIROUEN, Normandie University, 76000 Rouen, France; (D.R.); (N.A.); (M.-P.T.); (P.D.)
- Department of Nutrition, CHU Rouen, 76000 Rouen, France
| | - Jildau Bouwman
- Microbiology and Systems Biology Group, TNO, Utrechtseweg 48, 3704 HE Zeist, The Netherlands;
| | - Matthias Laudes
- Institute of Diabetes and Clinical Metabolic Research, University of Kiel, 24105 Kiel, Germany; (K.S.); (M.L.)
| | - Tobias Pischon
- Molecular Epidemiology Research Group, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany; (M.P.); (T.P.)
- Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, 10117 Berlin, Germany
- German Centre for Cardiovascular Research (DZHK), Partner Site Berlin, 10785 Berlin, Germany
- Biobank Technology Platform, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany
- Biobank Core Facility, Berlin Institute of Health at Charité-Universitätsmedizin Berlin, 10178 Berlin, Germany
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15
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Zhao Q, Kress S, Markevych I, Berdel D, von Berg A, Gappa M, Koletzko S, Bauer CP, Schulz H, Standl M, Heinrich J, Schikowski T. Long-term Air Pollution Exposure Under European Union Limits and Adolescents' Lung Function: Modifying Effect of Abnormal Weight in the GINIplus and LISA Birth Cohorts. Chest 2021; 160:249-258. [PMID: 33581096 DOI: 10.1016/j.chest.2021.02.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 01/26/2021] [Accepted: 02/01/2021] [Indexed: 10/22/2022] Open
Abstract
BACKGROUND Abnormal weights, eg, obesity, has shown a strong modifying effect on the association between air pollution exposure and lung function impairment in adults. RESEARCH QUESTION How might weight status modify the effects of long-term air pollution exposure on adolescents' lung function, particularly in areas with pollution levels much lower than the current European Union (EU) air quality standards? STUDY DESIGN AND METHODS In this observational study, we investigated 2,224 adolescents from the German Infant Study on the Influence of Nutrition Intervention Plus Environmental and Genetic Influences on Allergy Development and the Influence of Life Style Factors on the Development of the Immune System and Allergies in East and West Germany birth cohorts. Lung function was measured at age 15 years. Underweight, normal weight, and overweight or obese were defined using percentiles of BMI. Average concentrations of air pollution were modelled at residential addresses at four exposure windows between 0 and 15 years. Multivariate linear regression models were fitted by weight group on lung function with exposure at each window or cumulative exposure since birth. RESULTS The median air pollution concentrations were half to two-thirds of the EU standards. Significant associations were observed only for individuals who were underweight and overweight or obese. For example, per interquartile range increase in nitrogen dioxide at the 15-year exposure window, FEV1 declined by -2.9% (95% CI, -5.2% to -0.5%) for the underweight group and -3.4% (95% CI, -5.4% to -1.2%) for the overweight or obese group. Similarly, longer exposure to moderate-level air pollution since birth was associated significantly with lung function impairment for groups with abnormal weight. INTERPRETATION Exposure to low to moderate levels of air pollution was associated with lung function impairment for adolescents with abnormal weight. Longer exposure aggravated the adverse effect. Whether a critical exposure window since birth exists warrants further exploration.
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Affiliation(s)
- Qi Zhao
- Department of Epidemiology, IUF-Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany
| | - Sara Kress
- Department of Epidemiology, IUF-Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany
| | - Iana Markevych
- Institute of Psychology, Jagiellonian University, Krakow, Poland
| | - Dietrich Berdel
- Formerly: the Research Institute, Department of Pediatrics, Marien-Hospital Wesel, Wesel, Germany
| | - Andrea von Berg
- Formerly: the Research Institute, Department of Pediatrics, Marien-Hospital Wesel, Wesel, Germany
| | - Monika Gappa
- Department of Pediatrics, Evangelisches Krankenhaus, Düsseldorf, Germany
| | - Sibylle Koletzko
- Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, Ludwig Maximilians University of Munich, Munich, Germany; Department of Pediatrics, Gastroenterology and Nutrition, School of Medicine Collegium Medicum University of Warmia and Mazury, Olsztyn, Poland
| | - Carl-Peter Bauer
- Department of Pediatrics, Technical University of Munich, Munich, Germany
| | - Holger Schulz
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany; Comprehensive Pneumology Center Munich, Member of the German Center for Lung Research (DZL), Munich, Germany
| | - Marie Standl
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Joachim Heinrich
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, Ludwig Maximilians University of Munich, Munich, Germany; Allergy and Lung Health Unit, Centre for Epidemiology and Biostatistics, School of Population & Global Health, The University of Melbourne, Melbourne, Australia
| | - Tamara Schikowski
- Department of Epidemiology, IUF-Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany.
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Merid SK, Bustamante M, Standl M, Sunyer J, Heinrich J, Lemonnier N, Aguilar D, Antó JM, Bousquet J, Santa-Marina L, Lertxundi A, Bergström A, Kull I, Wheelock ÅM, Koppelman GH, Melén E, Gruzieva O. Integration of gene expression and DNA methylation identifies epigenetically controlled modules related to PM 2.5 exposure. ENVIRONMENT INTERNATIONAL 2021; 146:106248. [PMID: 33212358 DOI: 10.1016/j.envint.2020.106248] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 09/24/2020] [Accepted: 10/25/2020] [Indexed: 05/28/2023]
Abstract
Air pollution has been associated with adverse health effects across the life-course. Although underlying mechanisms are unclear, several studies suggested pollutant-induced changes in transcriptomic profiles. In this meta-analysis of transcriptome-wide association studies of 656 children and adolescents from three European cohorts participating in the MeDALL Consortium, we found two differentially expressed transcript clusters (FDR p < 0.05) associated with exposure to particulate matter < 2.5 µm in diameter (PM2.5) at birth, one of them mapping to the MIR1296 gene. Further, by integrating gene expression with DNA methylation using Functional Epigenetic Modules algorithms, we identified 9 and 6 modules in relation to PM2.5 exposure at birth and at current address, respectively (including NR1I2, MAPK6, TAF8 and SCARA3). In conclusion, PM2.5 exposure at birth was linked to differential gene expression in children and adolescents. Importantly, we identified several significant interactome hotspots of gene modules of relevance for complex diseases in relation to PM2.5 exposure.
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Affiliation(s)
- Simon Kebede Merid
- Department of Clinical Sciences and Education, Karolinska Institutet, Södersjukhuset, Stockholm, Sweden
| | - Mariona Bustamante
- ISGlobal, Institute for Global Health, Barcelona, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - Marie Standl
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Ingolstädter Landstraße 1, 85764 Neuherberg, Germany
| | - Jordi Sunyer
- ISGlobal, Institute for Global Health, Barcelona, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Madrid, Spain; IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Joachim Heinrich
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Ziemssenstraße 1, 80336 Munich, Germany; Allergy and Lung Health Unit, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
| | - Nathanaël Lemonnier
- Institute for Advanced Biosciences, UGA-INSERM U1209-CNRS UMR5309, Allée des Alpes, France
| | - Daniel Aguilar
- Biomedical Research Networking Center in Hepatic and Digestive Diseases (CIBEREHD), Instituto de Salud Carlos III, Barcelona, Spain
| | - Josep Maria Antó
- ISGlobal, Institute for Global Health, Barcelona, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Madrid, Spain; IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Jean Bousquet
- Charité, Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Comprehensive Allergy Center, Department of Dermatology and Allergy, Berlin, Germany; University Hospital, Montpellier, France; MACVIA-France, Montpellier, France
| | - Loreto Santa-Marina
- Health Research Institute-BIODONOSTIA, Basque Country, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Health Department of Basque Government, Sub-directorate of Public Health of Gipuzkoa, 20013 San Sebastian, Spain
| | - Aitana Lertxundi
- Health Research Institute-BIODONOSTIA, Basque Country, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Preventive Medicine and Public Health Department, University of Basque Country (UPV/EHU), Spain
| | - Anna Bergström
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden; Centre for Occupational and Environmental Medicine, Region Stockholm, Sweden
| | - Inger Kull
- Department of Clinical Sciences and Education, Karolinska Institutet, Södersjukhuset, Stockholm, Sweden; Sachs Children's Hospital, Stockholm, Sweden
| | - Åsa M Wheelock
- Respiratory Medicine Unit, Department of Medicine and Center for Molecular Medicine, Karolinska Institutet, Solna, Stockholm, Sweden
| | - Gerard H Koppelman
- University of Groningen, University Medical Center Groningen, Beatrix Children's Hospital, Department of Pediatric Pulmonology and Pediatric Allergology, Groningen, the Netherlands; University of Groningen, University Medical Center Groningen, Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, the Netherlands
| | - Erik Melén
- Department of Clinical Sciences and Education, Karolinska Institutet, Södersjukhuset, Stockholm, Sweden; Sachs Children's Hospital, Stockholm, Sweden
| | - Olena Gruzieva
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden; Centre for Occupational and Environmental Medicine, Region Stockholm, Sweden.
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Markevych I, Ludwig R, Baumbach C, Standl M, Heinrich J, Herberth G, de Hoogh K, Pritsch K, Weikl F. Residing near allergenic trees can increase risk of allergies later in life: LISA Leipzig study. ENVIRONMENTAL RESEARCH 2020; 191:110132. [PMID: 32853665 DOI: 10.1016/j.envres.2020.110132] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 07/27/2020] [Accepted: 08/20/2020] [Indexed: 05/16/2023]
Abstract
BACKGROUND We investigated whether residing in places with higher greenness, more trees and more allergenic trees early in life increases the risk of allergic outcomes, and whether these associations differ depending on the concentration of air pollutants. METHODS The analytic sample included 631 children from the German birth cohort LISA Leipzig. Asthma and allergic rhinitis, sensitization to aeroallergens and food allergens, as well as confounders, were collected prospectively up to 15 years. Greenness was assessed by Normalized Difference Vegetation Index (NDVI). A tree registry was used to derive information on trees, which were classified into allergenic and non-allergenic. Annual average concentrations of nitrogen dioxide (NO2) and ozone were also used. Geographic exposures were assigned to home addresses at birth. Longitudinal associations were analysed using generalized estimating equations. RESULTS Medium and high numbers (tertiles) of trees and allergenic trees in a 500 m buffer around birth addresses were associated with increased odds of allergic rhinitis up to 15 years regardless of NDVI. These exposures were also related to higher odds of sensitization to aeroallergens. Associations with asthma and sensitization to food allergens were less consistent. Effect estimates for allergic rhinitis were stronger in the high tertile of NO2 compared to the low tertile, while an opposite tendency was observed for ozone. CONCLUSION We observed that early life residence in places with many trees, and allergenic trees specifically, may increase the prevalence of allergic rhinitis later in life. This association and its modification by air pollution should be pursued in further studies.
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Affiliation(s)
- Iana Markevych
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany; Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany; Institute of Psychology, Jagiellonian University, Krakow, Poland.
| | - Romina Ludwig
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany; Faculty of Biology, TUM School of Life Sciences, Technical University of Munich, Munich, Germany; Allergens in Ecosystems, Institute of Biochemical Plant Pathology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | | | - Marie Standl
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Joachim Heinrich
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany; Allergy and Lung Health Unit, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
| | - Gunda Herberth
- Department of Environmental Immunology, Helmholtz Centre for Environmental Research-UFZ, Leipzig, Germany
| | - Kees de Hoogh
- Swiss Tropical and Public Health Institute, Basel, Switzerland; University of Basel, Basel, Switzerland
| | - Karin Pritsch
- Allergens in Ecosystems, Institute of Biochemical Plant Pathology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Fabian Weikl
- Allergens in Ecosystems, Institute of Biochemical Plant Pathology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
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Shamsipour M, Pirjani R, Jeddi MZ, Effatpanah M, Rastkari N, Kashani H, Shirazi M, Hassanvand MS, Shariat M, Javadi FS, Shariatpanahi G, Hassanpour G, Peykarporsan Z, Jamal A, Ardestani ME, Hoseini FS, Dalili H, Nayeri FS, Mesdaghinia A, Naddafi K, Shahtaheri SJ, Nasseri S, Yunesian F, Rezaeizadeh G, Amini H, Yokoyama K, Vigeh M, Yunesian M. Tehran environmental and neurodevelopmental disorders (TEND) cohort study: Phase I, feasibility assessment. JOURNAL OF ENVIRONMENTAL HEALTH SCIENCE & ENGINEERING 2020; 18:733-742. [PMID: 33312598 PMCID: PMC7721759 DOI: 10.1007/s40201-020-00499-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Accepted: 06/15/2020] [Indexed: 06/12/2023]
Abstract
PURPOSE To advance knowledge about childhood neurodevelopmental disorders and study their environmental determinants, we conducted a study in Tehran, Iran to assess the feasibility of prospective birth cohort study. METHODS We evaluated participation of pregnant women, feasibility of sampling biological material, and health care services availability in Tehran in four steps: (1) first trimester of pregnancy; (2) third trimester of pregnancy; (3) at delivery; and (4) two to three months after delivery. We collected related data through questionnaires, also various biological samples were obtained from mothers (blood, urine, milk and nails-hands and feet) and newborns (umbilical cord blood, meconium, and urine samples) from February 2016 to October 2017. RESULTS overall 838 eligible pregnant women were approached. The participation rate was 206(25%) in our study and about 185(90%) of subjects were recruited in hospitals. Out of 206 participants in the first trimester, blood, urine, hand nail, and foot nail samples were collected from 206(100%),193(93%), 205(99%), and 205(99%), respectively. These values dropped to 65(54%), 83(69%), 84(70%), and 84(70%) for the remaining participants 120(58%) in the third trimester, respectively. Also, we gathered milk samples from 125(60%) of mothers at two to three months after delivery. CONCLUSION Our findings suggest that hospitals were better places for recruitment of subjects in a birth cohort in Tehran. We further concluded that birth cohort study recruitment can be improved by choosing appropriate gestational ages. Obtaining the newborn's urine, meconium, and umbilical cord blood were challenging procedures and require good collaboration between hospital staff and researchers.
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Affiliation(s)
- Mansour Shamsipour
- Department of Research Methodology and Data Analysis, Institute for Environmental Research, Tehran University of Medical Sciences, Tehran, Iran
| | - Reihaneh Pirjani
- Obstetrics and Gynecology Department, Arash women’s hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Maryam Zare Jeddi
- Division of Toxicology, Wageningen University & Research, Stippeneng 4, 6708 E Wageningen, the Netherlands
| | - Mohammad Effatpanah
- School of Medicine, Ziaeian Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Noushin Rastkari
- Center for Air Pollution Research, Institute for Environmental Research, Tehran University of Medical Sciences, Tehran, Iran
| | - Homa Kashani
- Department of Research Methodology and Data Analysis, Institute for Environmental Research, Tehran University of Medical Sciences, Tehran, Iran
| | - Mahboobeh Shirazi
- Maternal, fetal and neonatal research center, Tehran University of medical sciences, Tehran, Iran
| | - Mohammad Sadegh Hassanvand
- Center for Air Pollution Research, Institute for Environmental Research, Tehran University of Medical Sciences, Tehran, Iran
| | - Mamak Shariat
- Maternal Fetal and Neonatal Research Center, Family Health Institute, Imam Khomeini Hospitals Complexes, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Ghazal Shariatpanahi
- Pediatric department, Ziaeian Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Gholamreza Hassanpour
- Center for Research of Endemic Parasites of Iran, Tehran University of Medical Sciences, Tehran, Iran
| | - Zahra Peykarporsan
- Department of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Akram Jamal
- Department of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Mina Ebad Ardestani
- Department of Research Methodology and Data Analysis, Institute for Environmental Research, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Hosein Dalili
- Breastfeeding Research Center, Family Health Institute, Imam Khomeini Hospitals Complexes, Tehran University of Medical Sciences, Tehran, Iran
| | - Fatemeh Sadat Nayeri
- Maternal Fetal and Neonatal Research Center, Family Health Institute, Imam Khomeini Hospitals Complexes, Tehran University of Medical Sciences, Tehran, Iran
| | - Alireza Mesdaghinia
- Center for Water Quality Research, Institute for Environmental Research, Tehran University of Medical Sciences, Tehran, Iran
| | - Kazem Naddafi
- Center for Air Pollution Research, Institute for Environmental Research, Tehran University of Medical Sciences, Tehran, Iran
- Department of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyed Jamaleddin Shahtaheri
- Department of Occupational Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Simin Nasseri
- Department of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
- Center for Water Quality Research, Institute for Environmental Research, Tehran University of Medical Sciences, Tehran, Iran
| | - Farzad Yunesian
- Environmental Engineer, Data Management Unit in Trial Contract Research Organization, Tehran, Iran
| | - Golnaz Rezaeizadeh
- Maternal Fetal and Neonatal Research Center, Family Health Institute, Imam Khomeini Hospitals Complexes, Tehran University of Medical Sciences, Tehran, Iran
| | - Heresh Amini
- Section of Environmental Health, Department of Public Health, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA USA
| | - Kazuhito Yokoyama
- Department of Epidemiology and Environmental Health, Juntendo University Faculty of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-8421 Japan
| | - Mohsen Vigeh
- Maternal Fetal and Neonatal Research Center, Family Health Institute, Imam Khomeini Hospitals Complexes, Tehran University of Medical Sciences, Tehran, Iran
- Department of Epidemiology and Environmental Health, Juntendo University Faculty of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-8421 Japan
| | - Masud Yunesian
- Department of Research Methodology and Data Analysis, Institute for Environmental Research, Tehran University of Medical Sciences, Tehran, Iran
- Department of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
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Ernst SA, Günther K, Frambach T, Zeeb H. Prenatal recruitment of participants for a birth cohort study including cord blood collection: results of a feasibility study in Bremen, Germany. GERMAN MEDICAL SCIENCE : GMS E-JOURNAL 2015; 13:Doc04. [PMID: 25908931 PMCID: PMC4397994 DOI: 10.3205/000208] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/24/2014] [Revised: 04/07/2015] [Indexed: 11/30/2022]
Abstract
BACKGROUND Prospective birth cohort studies comprising follow up of children from pregnancy or birth over a long period of time, and collecting various biological samples at different times through the life-course offer a promising approach to enhance etiologic knowledge of various diseases. Especially for those where early lifetime exposures and conditions are thought to play an important role. The collection and storage of biological samples is a critical component in epidemiological studies, notably for research regarding prenatal exposures to various environmental factors as well as for DNA extraction. Our feasibility study for a birth cohort within the scope of etiology of childhood leukemia with prospective sampling of mothers and their future newborns aimed to investigate the willingness of pregnant women to participate in a birth cohort study involving collection of blood and umbilical cord blood samples. The overall aim was to develop practice-based research recommendations for a possible German birth cohort study. METHODS The study was conducted in Bremen, Germany, between January 2012 and March 2013. Pregnant women were eligible for recruitment if (i) their expected date of delivery was during the study recruitment phase (September 2012-February 2013), (ii) they planned to give birth at the cooperating hospital's obstetric unit and (iii) their knowledge of the German language was sufficient to understand study materials, details of participation and to fill out the prenatal self-administered questionnaire. Maternal blood and umbilical cord blood samples to be used for later research activities were collected and stored at a stem cell bank already collaborating with the hospital. 22 primary care gynecologists were invited to enroll pregnant women for the study and cooperation with one hospital was established. Expectant women were recruited during the last trimester of pregnancy, either during one of their prenatal care visits at their primary care gynecologist or later on in hospital by the attending obstetricians or project staff. RESULTS Of the 22 invited primary care gynecologists requested to enroll pregnant women for the study, 8 gynecologists actually collaborated. A total of 200 eligible women were invited to participate in the study, 48 (24%) of whom agreed. 34 women were enrolled by primary care gynecologists, with one gynecologist enrolling 26 women. Twelve of 14 women recruited via hospitals were enrolled by study staff. A total of 41 women consented to the collection of umbilical cord blood and maternal blood samples, and samples could be stored for 54% of them. Reason for non-participation were the uncertainty whether or not the full study would be conducted and the fact that the participants were not willing to decide for their children whether or not genetic information (cord blood) can be stored for research purposes. CONCLUSION Enrolling parents in a birth cohort study that includes biosampling is a challenge, but participation can be improved through close collaboration with primary care gynecologists and maternity hospitals. Cord blood collection may impede participation, especially when maternity hospitals offer an alternative option for cord blood donation.
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Affiliation(s)
| | - Kathrin Günther
- Leibniz-Institute for Prevention Research and Epidemiology – BIPS, Bremen, Germany
| | | | - Hajo Zeeb
- Leibniz-Institute for Prevention Research and Epidemiology – BIPS, Bremen, Germany
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