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Ronkainen J, Nedelec R, Atehortua A, Balkhiyarova Z, Cascarano A, Ngoc Dang V, Elhakeem A, van Enckevort E, Goncalves Soares A, Haakma S, Halonen M, Heil KF, Heiskala A, Hyde E, Jacquemin B, Keikkala E, Kerckhoffs J, Klåvus A, Kopinska JA, Lepeule J, Marazzi F, Motoc I, Näätänen M, Ribbenstedt A, Rundblad A, Savolainen O, Simonetti V, de Toro Eadie N, Tzala E, Ulrich A, Wright T, Zarei I, d’Amico E, Belotti F, Brunius C, Castleton C, Charles MA, Gaillard R, Hanhineva K, Hoek G, Holven KB, Jaddoe VWV, Kaakinen MA, Kajantie E, Kavousi M, Lakka T, Matthews J, Piano Mortari A, Vääräsmäki M, Voortman T, Webster C, Zins M, Atella V, Bulgheroni M, Chadeau-Hyam M, Conti G, Evans J, Felix JF, Heude B, Järvelin MR, Kolehmainen M, Landberg R, Lekadir K, Parusso S, Prokopenko I, de Rooij SR, Roseboom T, Swertz M, Timpson N, Ulven SM, Vermeulen R, Juola T, Sebert S. LongITools: Dynamic longitudinal exposome trajectories in cardiovascular and metabolic noncommunicable diseases. Environ Epidemiol 2022; 6:e184. [PMID: 35169663 PMCID: PMC8835657 DOI: 10.1097/ee9.0000000000000184] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 11/14/2021] [Indexed: 11/29/2022] Open
Abstract
The current epidemics of cardiovascular and metabolic noncommunicable diseases have emerged alongside dramatic modifications in lifestyle and living environments. These correspond to changes in our "modern" postwar societies globally characterized by rural-to-urban migration, modernization of agricultural practices, and transportation, climate change, and aging. Evidence suggests that these changes are related to each other, although the social and biological mechanisms as well as their interactions have yet to be uncovered. LongITools, as one of the 9 projects included in the European Human Exposome Network, will tackle this environmental health equation linking multidimensional environmental exposures to the occurrence of cardiovascular and metabolic noncommunicable diseases.
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Affiliation(s)
- Justiina Ronkainen
- Center for Life Course Health Research, University of Oulu, Oulu, Finland
| | - Rozenn Nedelec
- Center for Life Course Health Research, University of Oulu, Oulu, Finland
| | - Angelica Atehortua
- Artificial Intelligence in Medicine Lab (BCN-AIM), University of Barcelona, Barcelona, Spain
- Department of Mathematics and Computer Science, University of Barcelona, Barcelona, Spain
| | - Zhanna Balkhiyarova
- Section of Statistical Multi-Omics, Department of Clinical and Experimental Medicine, School of Biosciences and Medicine, University of Surrey, Guildford, United Kingdom
- Section of Genetics and Genomics, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
- Bashkir State Medical University, Department of Endocrinology, Ufa, Russian Federation
| | - Anna Cascarano
- Artificial Intelligence in Medicine Lab (BCN-AIM), University of Barcelona, Barcelona, Spain
- Department of Mathematics and Computer Science, University of Barcelona, Barcelona, Spain
| | - Vien Ngoc Dang
- Artificial Intelligence in Medicine Lab (BCN-AIM), University of Barcelona, Barcelona, Spain
- Department of Mathematics and Computer Science, University of Barcelona, Barcelona, Spain
| | - Ahmed Elhakeem
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
- MRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom
| | - Esther van Enckevort
- Department of Genetics and Genomics Coordination Center, University of Groningen, Groningen, the Netherlands
| | - Ana Goncalves Soares
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
- MRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom
| | - Sido Haakma
- Department of Genetics and Genomics Coordination Center, University of Groningen, Groningen, the Netherlands
| | - Miia Halonen
- Center for Life Course Health Research, University of Oulu, Oulu, Finland
| | - Katharina F. Heil
- Artificial Intelligence in Medicine Lab (BCN-AIM), University of Barcelona, Barcelona, Spain
- Department of Mathematics and Computer Science, University of Barcelona, Barcelona, Spain
| | - Anni Heiskala
- Center for Life Course Health Research, University of Oulu, Oulu, Finland
| | - Eleanor Hyde
- Department of Genetics and Genomics Coordination Center, University of Groningen, Groningen, the Netherlands
| | - Bénédicte Jacquemin
- University of Rennes, INSERM, School of Advanced Studies in Public Health (EHESP), Research Institute for Environmental and Occupational Health, UMR_S 1085, Rennes, France
| | - Elina Keikkala
- Finnish Institute for Health and Welfare, Population Health Unit, Helsinki and Oulu, Finland
- PEDEGO Research Unit, MRC Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Jules Kerckhoffs
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, the Netherlands
| | - Anton Klåvus
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - Joanna A. Kopinska
- Department of Social Sciences and Economics, Sapienza University of Rome, Rome, Italy
| | - Johanna Lepeule
- Grenoble Alpes University, INSERM, CNRS, Institute for Advanced Biosciences, Grenoble, France
| | - Francesca Marazzi
- CEIS Tor Vergata, Centre for Economic and International Studies, University of Rome Tor Vergata, Rome, Italy
| | - Irina Motoc
- Amsterdam UMC, Epidemiology and Data Science, University of Amsterdam, Amsterdam Public Health, Amsterdam, the Netherlands
| | - Mari Näätänen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - Anton Ribbenstedt
- Division of Food and Nutrition Science, Department of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden
| | - Amanda Rundblad
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Blindern, Oslo, Norway
| | - Otto Savolainen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
- Division of Food and Nutrition Science, Department of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden
- Department of Biology and Biological Engineering, Chalmers Mass Spectrometry Infrastructure, Chalmers University of Technology, Gothenburg, Sweden
| | | | - Nina de Toro Eadie
- School of Public Health, Department of Epidemiology and Biostatistics, Imperial College London, St. Mary’s Hospital, London, United Kingdom
| | - Evangelia Tzala
- School of Public Health, Department of Epidemiology and Biostatistics, Imperial College London, St. Mary’s Hospital, London, United Kingdom
| | - Anna Ulrich
- Section of Statistical Multi-Omics, Department of Clinical and Experimental Medicine, School of Biosciences and Medicine, University of Surrey, Guildford, United Kingdom
| | - Thomas Wright
- School of Public Health, Department of Epidemiology and Biostatistics, Imperial College London, St. Mary’s Hospital, London, United Kingdom
| | - Iman Zarei
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | | | - Federico Belotti
- CEIS Tor Vergata, Centre for Economic and International Studies, University of Rome Tor Vergata, Rome, Italy
- Department of Economics and Finance, University of Rome Tor Vergata, Rome, Italy
| | - Carl Brunius
- Division of Food and Nutrition Science, Department of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden
| | | | - Marie-Aline Charles
- Center for Research in Epidemiology and Statistics, INSERM, INRAE, University of Paris, Paris, France
- Ined, INSERM, EFS, Elfe Joint Unit, Aubervilliers, France
| | - Romy Gaillard
- The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Kati Hanhineva
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
- Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Biochemistry, University of Turku, Turku, Finland
| | - Gerard Hoek
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, the Netherlands
| | - Kirsten B. Holven
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Blindern, Oslo, Norway
- National Advisory Unit on Familial Hypercholesterolemia, Department of Endocrinology, Morbid Obesity and Preventive Medicine, Oslo University Hospital, Oslo, Norway
| | - Vincent W. V. Jaddoe
- The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Marika A. Kaakinen
- Section of Statistical Multi-Omics, Department of Clinical and Experimental Medicine, School of Biosciences and Medicine, University of Surrey, Guildford, United Kingdom
- Section of Genetics and Genomics, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
| | - Eero Kajantie
- Finnish Institute for Health and Welfare, Population Health Unit, Helsinki and Oulu, Finland
- PEDEGO Research Unit, MRC Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
- Children’s Hospital, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Maryam Kavousi
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Timo Lakka
- Institute of Biomedicine/Physiology, University of Eastern Finland, Kuopio, Finland
- Department of Clinical Physiology and Nuclear Medicine, Kuopio University Hospital, Kuopio, Finland
- Foundation for Research in Health Exercise and Nutrition, Kuopio Research Institute of Exercise Medicine, Kuopio, Finland
| | - Jason Matthews
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Blindern, Oslo, Norway
| | - Andrea Piano Mortari
- CEIS Tor Vergata, Centre for Economic and International Studies, University of Rome Tor Vergata, Rome, Italy
| | - Marja Vääräsmäki
- Finnish Institute for Health and Welfare, Population Health Unit, Helsinki and Oulu, Finland
- PEDEGO Research Unit, MRC Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Trudy Voortman
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | | | - Marie Zins
- Population-based Epidemiological Cohorts Unit, INSERM UMS 11, Villejuif, France
| | - Vincenzo Atella
- CEIS Tor Vergata, Centre for Economic and International Studies, University of Rome Tor Vergata, Rome, Italy
- Department of Economics and Finance, University of Rome Tor Vergata, Rome, Italy
- Stanford University, Stanford, CA
| | | | - Marc Chadeau-Hyam
- School of Public Health, Department of Epidemiology and Biostatistics, Imperial College London, St. Mary’s Hospital, London, United Kingdom
| | - Gabriella Conti
- Department of Economics, University College London, London, United Kingdom
- Social Research Institute, London, United Kingdom
| | - Jayne Evans
- Beta Technology Ltd, Doncaster, United Kingdom
| | - Janine F. Felix
- The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Barbara Heude
- Center for Research in Epidemiology and Statistics, INSERM, INRAE, University of Paris, Paris, France
| | - Marjo-Riitta Järvelin
- Center for Life Course Health Research, University of Oulu, Oulu, Finland
- School of Public Health, Department of Epidemiology and Biostatistics, Imperial College London, St. Mary’s Hospital, London, United Kingdom
| | - Marjukka Kolehmainen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - Rikard Landberg
- Division of Food and Nutrition Science, Department of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden
| | - Karim Lekadir
- Artificial Intelligence in Medicine Lab (BCN-AIM), University of Barcelona, Barcelona, Spain
- Department of Mathematics and Computer Science, University of Barcelona, Barcelona, Spain
| | | | - Inga Prokopenko
- Section of Statistical Multi-Omics, Department of Clinical and Experimental Medicine, School of Biosciences and Medicine, University of Surrey, Guildford, United Kingdom
- UMR 8199-EGID, Institut Pasteur de Lille, CNRS, University of Lille, Lille, France
- Institute of Biochemistry and Genetics, Ufa Federal Research Centre Russian Academy of Sciences, Ufa, Russian Federation
| | - Susanne R. de Rooij
- Amsterdam UMC, Epidemiology and Data Science, University of Amsterdam, Amsterdam Public Health, Amsterdam, the Netherlands
| | - Tessa Roseboom
- Amsterdam UMC, Epidemiology and Data Science, University of Amsterdam, Amsterdam Public Health, Amsterdam, the Netherlands
- Gynaecology and Obstetrics, Amsterdam Reproduction and Development Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Morris Swertz
- Department of Genetics and Genomics Coordination Center, University of Groningen, Groningen, the Netherlands
| | - Nicholas Timpson
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
- MRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom
| | - Stine M. Ulven
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Blindern, Oslo, Norway
| | - Roel Vermeulen
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, the Netherlands
- Julius Center, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Teija Juola
- Center for Life Course Health Research, University of Oulu, Oulu, Finland
| | - Sylvain Sebert
- Center for Life Course Health Research, University of Oulu, Oulu, Finland
- Corresponding Author. Address: Faculty of Medicine, Center for Life Course Health Research, University of Oulu, PO Box 5000, FIN-90014, Finland. E-mail: (S. Sebert)
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Sebert S, Lowry E, Aumüller N, Bermúdez MG, Bjerregaard LG, de Rooij SR, De Silva M, El Marroun H, Hummel N, Juola T, Mason G, Much D, Oliveros E, Poupakis S, Rautio N, Schwarzfischer P, Tzala E, Uhl O, van de Beek C, Vehmeijer F, Verdejo-Román J, Wasenius N, Webster C, Ala-Mursula L, Herzig KH, Keinänen-Kiukaanniemi S, Miettunen J, Baker JL, Campoy C, Conti G, Eriksson JG, Hummel S, Jaddoe V, Koletzko B, Lewin A, Rodriguez-Palermo M, Roseboom T, Rueda R, Evans J, Felix JF, Prokopenko I, Sørensen TIA, Järvelin MR. Cohort Profile: The DynaHEALTH consortium - a European consortium for a life-course bio-psychosocial model of healthy ageing of glucose homeostasis. Int J Epidemiol 2019; 48:1051-1051k. [PMID: 31321419 PMCID: PMC6693805 DOI: 10.1093/ije/dyz056] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/02/2019] [Indexed: 01/12/2023] Open
Affiliation(s)
- Sylvain Sebert
- Centre for Life Course Health Research, Faculty of Medicine, University of Oulu, Finland
- Biocenter Oulu, University of Oulu, Finland
- Department of Genomics of Complex Diseases, School of Public Health, Imperial College London, UK
| | - Estelle Lowry
- Centre for Life Course Health Research, Faculty of Medicine, University of Oulu, Finland
- Biocenter Oulu, University of Oulu, Finland
| | - Nicole Aumüller
- Division of Metabolic and Nutritional Medicine, Dr. von Hauner Children’s Hospital, Ludwig-Maximilians Universität München, Munich, Germany
| | | | - Lise G Bjerregaard
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, The Capital Region, Copenhagen, Denmark
| | - Susanne R de Rooij
- Department of Clinical Epidemiology, Biostatistics & Bio informatics, Amsterdam University Medical Centre)
| | - Maneka De Silva
- Department of Epidemiology and Biostatistics, MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College London, UK
| | - Hanan El Marroun
- Generation R Study Group, Department of Pediatrics, Department of Child & Adolescent Psychiatry, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Nadine Hummel
- Institute of Diabetes Research, Helmholtz Zentrum München, and Forschergruppe Diabetes, Klinikum rechts der Isar, Technische Universität München, Neuherberg, Germany
| | - Teija Juola
- Centre for Life Course Health Research, Faculty of Medicine, University of Oulu, Finland
| | | | - Daniela Much
- Institute of Diabetes Research, Helmholtz Zentrum München, and Forschergruppe Diabetes, Klinikum rechts der Isar, Technische Universität München, Neuherberg, Germany
| | | | | | - Nina Rautio
- Centre for Life Course Health Research, Faculty of Medicine, University of Oulu, Finland
- Biocenter Oulu, University of Oulu, Finland
| | - Phillipp Schwarzfischer
- Division of Metabolic and Nutritional Medicine, Dr. von Hauner Children’s Hospital, Ludwig-Maximilians Universität München, Munich, Germany
| | - Evangelia Tzala
- Department of Epidemiology and Biostatistics, MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College London, UK
| | - Olaf Uhl
- Division of Metabolic and Nutritional Medicine, Dr. von Hauner Children’s Hospital, Ludwig-Maximilians Universität München, Munich, Germany
| | - Cornelieke van de Beek
- Department of Obstetrics & Gynaecology, Amsterdam University Medical Centers, The Netherlands
| | - Florianne Vehmeijer
- Generation R Study Group, Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Juan Verdejo-Román
- Mind, Brain and Behavior Research Centre (CIMCYC), University of Granada, Spain
- Department of Experimental Psychology, Psychological Processes and Speech Therapy, Universidad Complutense de Madrid
| | - Niko Wasenius
- Department of General Practice and Primary Health Care, University of Helsinki, Helsinki, Finland
- Folkhälsan Research Center, Helsinki, Finland
| | | | - Leena Ala-Mursula
- Centre for Life Course Health Research, Faculty of Medicine, University of Oulu, Finland
| | - Karl-Heinz Herzig
- Research Unit of Biomedicine, Department of Physiology & Biocenter of Oulu, University of Oulu, Oulu, Finland
- Department of Gastroenterology and Metabolism, Poznan University of Medical Sciences, Poznan, Poland
| | | | - Jouko Miettunen
- Centre for Life Course Health Research, Faculty of Medicine, University of Oulu, Finland
- Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Finland
| | - Jennifer L Baker
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, The Capital Region, Copenhagen, Denmark
- NovoNordisk Foundation Centre for Basic Metabolic Research, Section of Metabolic Genetics, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark
| | - Cristina Campoy
- Department of Paediatrics, School of Medicine, University of Granada, Spain
| | | | - Johan G Eriksson
- Department of General Practice and Primary Health Care, University of Helsinki, Helsinki, Finland
- Folkhälsan Research Center, Helsinki, Finland
- National Institute for Health and Welfare, Finland
| | - Sandra Hummel
- Institute of Diabetes Research, Helmholtz Zentrum München, and Forschergruppe Diabetes, Klinikum rechts der Isar, Technische Universität München, Neuherberg, Germany
| | - Vincent Jaddoe
- Generation R Study Group, Department of Pediatrics, Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands
- Harvard Medical School, USA
| | - Berthold Koletzko
- Division of Metabolic and Nutritional Medicine, Dr. von Hauner Children’s Hospital, Ludwig-Maximilians Universität München, Munich, Germany
| | - Alex Lewin
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, UK
| | | | | | | | - Jayne Evans
- Folkhälsan Research Center, Helsinki, Finland
| | - Janine F Felix
- Generation R Study Group, Department of Pediatrics, Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Inga Prokopenko
- Department of Genomics of Complex Diseases, School of Public Health, Imperial College London, UK
| | - Thorkild I A Sørensen
- Department of Gastroenterology and Metabolism, Poznan University of Medical Sciences, Poznan, Poland
- Department of Public Health, Section of Epidemiology, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark
| | - Marjo-Riitta Järvelin
- Centre for Life Course Health Research, Faculty of Medicine, University of Oulu, Finland
- Biocenter Oulu, University of Oulu, Finland
- Department of Epidemiology and Biostatistics, MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College London, UK
- Department of Life Sciences, College of Health and Life Sciences, Brunel University London, UK
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Miettunen J, Haapea M, Björnholm L, Huhtaniska S, Juola T, Kinnunen L, Lehtiniemi H, Lieslehto J, Rautio N, Nordström T. Psychiatric research in the Northern Finland Birth Cohort 1986 - a systematic review. Int J Circumpolar Health 2019; 78:1571382. [PMID: 30744507 PMCID: PMC6374936 DOI: 10.1080/22423982.2019.1571382] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
The Northern Finland Birth Cohort 1986 is a large population-based birth cohort, which aims to promote health and wellbeing of the population. In this paper, we systematically review the psychiatric research performed in the cohort until today, i.e. at the age of 32 years of the cohort (2018). We conducted a systematic literature search using the databases of PubMed and Scopus and complemented it with a manual search. We found a total of 94 articles, which were classified as examining ADHD, emotional and behavioural problems, psychosis risk or other studies relating to psychiatric subjects. The articles are mainly based on two large comprehensive follow-up studies of the cohort and several substudies. The studies have often used also nationwide register data. The studies have found several early predictors for the aforementioned psychiatric outcomes, such as problems at pregnancy and birth, family factors in childhood, physical inactivity and substance use in adolescence. There are also novel findings relating to brain imaging and cognition, for instance regarding familial risk of psychosis in relation to resting state functional MRI. The Northern Finland Birth Cohort 1986 has been utilised frequently in psychiatric research and future data collections are likely to lead to new scientifically important findings. Abbreviations: attention deficit hyperactivity disorder (ADHD); magnetic resonance imaging (MRI)
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Affiliation(s)
- Jouko Miettunen
- a Center for Life Course Health Research , University of Oulu , Oulu , Finland.,b Medical Research Center Oulu , Oulu University Hospital and University of Oulu , Oulu , Finland
| | - Marianne Haapea
- a Center for Life Course Health Research , University of Oulu , Oulu , Finland.,b Medical Research Center Oulu , Oulu University Hospital and University of Oulu , Oulu , Finland.,c Department of Psychiatry , Oulu University Hospital , Oulu , Finland
| | - Lassi Björnholm
- c Department of Psychiatry , Oulu University Hospital , Oulu , Finland.,d Department of Psychiatry , Research Unit of Clinical Neuroscience, University of Oulu , Oulu , Finland
| | - Sanna Huhtaniska
- a Center for Life Course Health Research , University of Oulu , Oulu , Finland
| | - Teija Juola
- a Center for Life Course Health Research , University of Oulu , Oulu , Finland
| | - Lotta Kinnunen
- a Center for Life Course Health Research , University of Oulu , Oulu , Finland.,b Medical Research Center Oulu , Oulu University Hospital and University of Oulu , Oulu , Finland
| | - Heli Lehtiniemi
- a Center for Life Course Health Research , University of Oulu , Oulu , Finland.,b Medical Research Center Oulu , Oulu University Hospital and University of Oulu , Oulu , Finland.,e Northern Finland Birth Cohorts, Faculty of Medicine , University of Oulu , Oulu , Finland
| | - Johannes Lieslehto
- a Center for Life Course Health Research , University of Oulu , Oulu , Finland.,b Medical Research Center Oulu , Oulu University Hospital and University of Oulu , Oulu , Finland
| | - Nina Rautio
- a Center for Life Course Health Research , University of Oulu , Oulu , Finland.,b Medical Research Center Oulu , Oulu University Hospital and University of Oulu , Oulu , Finland
| | - Tanja Nordström
- a Center for Life Course Health Research , University of Oulu , Oulu , Finland.,b Medical Research Center Oulu , Oulu University Hospital and University of Oulu , Oulu , Finland.,e Northern Finland Birth Cohorts, Faculty of Medicine , University of Oulu , Oulu , Finland
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