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LongITools: Dynamic longitudinal exposome trajectories in cardiovascular and metabolic noncommunicable diseases.

Autor: Ronkainen J; Center for Life Course Health Research, University of Oulu, Oulu, Finland., Nedelec R; Center for Life Course Health Research, University of Oulu, Oulu, Finland., Atehortua A; Artificial Intelligence in Medicine Lab (BCN-AIM), University of Barcelona, Barcelona, Spain.; Department of Mathematics and Computer Science, University of Barcelona, Barcelona, Spain., Balkhiyarova Z; 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., Cascarano A; Artificial Intelligence in Medicine Lab (BCN-AIM), University of Barcelona, Barcelona, Spain.; Department of Mathematics and Computer Science, University of Barcelona, Barcelona, Spain., Ngoc Dang V; Artificial Intelligence in Medicine Lab (BCN-AIM), University of Barcelona, Barcelona, Spain.; Department of Mathematics and Computer Science, University of Barcelona, Barcelona, Spain., Elhakeem A; Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom.; MRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom., van Enckevort E; Department of Genetics and Genomics Coordination Center, University of Groningen, Groningen, the Netherlands., Goncalves Soares A; Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom.; MRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom., Haakma S; Department of Genetics and Genomics Coordination Center, University of Groningen, Groningen, the Netherlands., Halonen M; Center for Life Course Health Research, University of Oulu, Oulu, Finland., Heil KF; Artificial Intelligence in Medicine Lab (BCN-AIM), University of Barcelona, Barcelona, Spain.; Department of Mathematics and Computer Science, University of Barcelona, Barcelona, Spain., Heiskala A; Center for Life Course Health Research, University of Oulu, Oulu, Finland., Hyde E; Department of Genetics and Genomics Coordination Center, University of Groningen, Groningen, the Netherlands., Jacquemin B; University of Rennes, INSERM, School of Advanced Studies in Public Health (EHESP), Research Institute for Environmental and Occupational Health, UMR_S 1085, Rennes, France., Keikkala E; 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., Kerckhoffs J; Institute for Risk Assessment Sciences, Utrecht University, Utrecht, the Netherlands., Klåvus A; Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland., Kopinska JA; Department of Social Sciences and Economics, Sapienza University of Rome, Rome, Italy., Lepeule J; Grenoble Alpes University, INSERM, CNRS, Institute for Advanced Biosciences, Grenoble, France., Marazzi F; CEIS Tor Vergata, Centre for Economic and International Studies, University of Rome Tor Vergata, Rome, Italy., Motoc I; Amsterdam UMC, Epidemiology and Data Science, University of Amsterdam, Amsterdam Public Health, Amsterdam, the Netherlands., Näätänen M; Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland., Ribbenstedt A; Division of Food and Nutrition Science, Department of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden., Rundblad A; Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Blindern, Oslo, Norway., Savolainen O; 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., Simonetti V; R&D Department, Ab.Acus srl, Milan, Italy., de Toro Eadie N; School of Public Health, Department of Epidemiology and Biostatistics, Imperial College London, St. Mary's Hospital, London, United Kingdom., Tzala E; School of Public Health, Department of Epidemiology and Biostatistics, Imperial College London, St. Mary's Hospital, London, United Kingdom., Ulrich A; Section of Statistical Multi-Omics, Department of Clinical and Experimental Medicine, School of Biosciences and Medicine, University of Surrey, Guildford, United Kingdom., Wright T; School of Public Health, Department of Epidemiology and Biostatistics, Imperial College London, St. Mary's Hospital, London, United Kingdom., Zarei I; Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland., d'Amico E; R&D Department, Ab.Acus srl, Milan, Italy., Belotti F; 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., Brunius C; Division of Food and Nutrition Science, Department of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden., Castleton C; CyNexo srl, Trivignano Udinese, Italy., Charles MA; Center for Research in Epidemiology and Statistics, INSERM, INRAE, University of Paris, Paris, France.; Ined, INSERM, EFS, Elfe Joint Unit, Aubervilliers, France., Gaillard R; 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., Hanhineva K; 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., Hoek G; Institute for Risk Assessment Sciences, Utrecht University, Utrecht, the Netherlands., Holven KB; 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., Jaddoe VWV; 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., Kaakinen MA; 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., Kajantie E; 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., Kavousi M; Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands., Lakka T; 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., Matthews J; Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Blindern, Oslo, Norway., Piano Mortari A; CEIS Tor Vergata, Centre for Economic and International Studies, University of Rome Tor Vergata, Rome, Italy., Vääräsmäki M; 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., Voortman T; Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands., Webster C; Beta Technology Ltd, Doncaster, United Kingdom., Zins M; Population-based Epidemiological Cohorts Unit, INSERM UMS 11, Villejuif, France., Atella V; 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., Bulgheroni M; R&D Department, Ab.Acus srl, Milan, Italy., Chadeau-Hyam M; School of Public Health, Department of Epidemiology and Biostatistics, Imperial College London, St. Mary's Hospital, London, United Kingdom., Conti G; Department of Economics, University College London, London, United Kingdom.; Social Research Institute, London, United Kingdom., Evans J; Beta Technology Ltd, Doncaster, United Kingdom., Felix JF; 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., Heude B; Center for Research in Epidemiology and Statistics, INSERM, INRAE, University of Paris, Paris, France., Järvelin MR; 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., Kolehmainen M; Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland., Landberg R; Division of Food and Nutrition Science, Department of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden., Lekadir K; Artificial Intelligence in Medicine Lab (BCN-AIM), University of Barcelona, Barcelona, Spain.; Department of Mathematics and Computer Science, University of Barcelona, Barcelona, Spain., Parusso S; CyNexo srl, Trivignano Udinese, Italy., Prokopenko I; 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., de Rooij SR; Amsterdam UMC, Epidemiology and Data Science, University of Amsterdam, Amsterdam Public Health, Amsterdam, the Netherlands., Roseboom T; 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., Swertz M; Department of Genetics and Genomics Coordination Center, University of Groningen, Groningen, the Netherlands., Timpson N; Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom.; MRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom., Ulven SM; Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Blindern, Oslo, Norway., Vermeulen R; Institute for Risk Assessment Sciences, Utrecht University, Utrecht, the Netherlands.; Julius Center, University Medical Center Utrecht, Utrecht, the Netherlands., Juola T; Center for Life Course Health Research, University of Oulu, Oulu, Finland., Sebert S; Center for Life Course Health Research, University of Oulu, Oulu, Finland.

Publikováno v: Environmental epidemiology (Philadelphia, Pa.) [Environ Epidemiol] 2021 Dec 28; Vol. 6 (1), pp. e184. Date of Electronic Publication: 2021 Dec 28 (Print Publication: 2022).