Literature DB >> 33778361

Centralizing environmental datasets to support (inter)national chronic disease research: Values, challenges, and recommendations.

Jeffrey R Brook1,2, Dany Doiron3, Eleanor Setton4, Jeroen Lakerveld5,5.   

Abstract

Whereas environmental data are increasingly available, it is often not clear how or if datasets are available for health research. Exposure metrics are typically developed for specific research initiatives using disparate exposure assessment methods and no mechanisms are put in place for centralizing, archiving, or distributing environmental datasets. In parallel, potentially vast amounts of environmental data are emerging due to new technologies such as high resolution imagery and machine learning.
OBJECTIVES: The Canadian Urban Environmental Health Research Consortium (CANUE) and the Geoscience and Health Cohort Consortium (GECCO) provide a proof of concept that centralizing and disseminating environmental data for health research is valuable and can accelerate discovery. In this essay, we argue that more efficient use of exposure data for environmental epidemiological research over the next decade requires progress in four key areas: metadata and data access portals, linkage with health databases, harmonization of exposure measures and models over large areas, and leveraging "big data" streams for exposure characterization and evaluation of temporal changes. DISCUSSION: Optimizing the use of existing environmental data and exploiting emerging data streams can provide unprecedented research opportunities in environmental epidemiology through a better characterization of individuals' exposures and the ability to study the intersecting impacts of multiple environmental features or urban attributes across different populations around the world. Proper documentation, linkage, and dissemination of new and emerging exposure data leads to a better awareness of data availability, a reduction of duplication of effort and increases research output.
Copyright © 2021 The Authors. Published by Wolters Kluwer Health, Inc. on behalf of The Environmental Epidemiology. All rights reserved.

Entities:  

Keywords:  Big data; Data integration; Data linkage; Environmental data; Environmental exposures; Harmonization; Metadata

Year:  2021        PMID: 33778361      PMCID: PMC7939427          DOI: 10.1097/EE9.0000000000000129

Source DB:  PubMed          Journal:  Environ Epidemiol        ISSN: 2474-7882


  33 in total

1.  Spatial lifecourse epidemiology.

Authors:  Peng Jia
Journal:  Lancet Planet Health       Date:  2019-02

2.  Ambient air pollution, traffic noise and adult asthma prevalence: a BioSHaRE approach.

Authors:  Yutong Cai; Wilma L Zijlema; Dany Doiron; Marta Blangiardo; Paul R Burton; Isabel Fortier; Amadou Gaye; John Gulliver; Kees de Hoogh; Kristian Hveem; Stéphane Mbatchou; David W Morley; Ronald P Stolk; Paul Elliott; Anna L Hansell; Susan Hodgson
Journal:  Eur Respir J       Date:  2017-01-11       Impact factor: 16.671

3.  Effects of long-term exposure to air pollution on natural-cause mortality: an analysis of 22 European cohorts within the multicentre ESCAPE project.

Authors:  Rob Beelen; Ole Raaschou-Nielsen; Massimo Stafoggia; Zorana Jovanovic Andersen; Gudrun Weinmayr; Barbara Hoffmann; Kathrin Wolf; Evangelia Samoli; Paul Fischer; Mark Nieuwenhuijsen; Paolo Vineis; Wei W Xun; Klea Katsouyanni; Konstantina Dimakopoulou; Anna Oudin; Bertil Forsberg; Lars Modig; Aki S Havulinna; Timo Lanki; Anu Turunen; Bente Oftedal; Wenche Nystad; Per Nafstad; Ulf De Faire; Nancy L Pedersen; Claes-Göran Östenson; Laura Fratiglioni; Johanna Penell; Michal Korek; Göran Pershagen; Kirsten Thorup Eriksen; Kim Overvad; Thomas Ellermann; Marloes Eeftens; Petra H Peeters; Kees Meliefste; Meng Wang; Bas Bueno-de-Mesquita; Dorothea Sugiri; Ursula Krämer; Joachim Heinrich; Kees de Hoogh; Timothy Key; Annette Peters; Regina Hampel; Hans Concin; Gabriele Nagel; Alex Ineichen; Emmanuel Schaffner; Nicole Probst-Hensch; Nino Künzli; Christian Schindler; Tamara Schikowski; Martin Adam; Harish Phuleria; Alice Vilier; Françoise Clavel-Chapelon; Christophe Declercq; Sara Grioni; Vittorio Krogh; Ming-Yi Tsai; Fulvio Ricceri; Carlotta Sacerdote; Claudia Galassi; Enrica Migliore; Andrea Ranzi; Giulia Cesaroni; Chiara Badaloni; Francesco Forastiere; Ibon Tamayo; Pilar Amiano; Miren Dorronsoro; Michail Katsoulis; Antonia Trichopoulou; Bert Brunekreef; Gerard Hoek
Journal:  Lancet       Date:  2013-12-09       Impact factor: 79.321

4.  High-Resolution Air Pollution Mapping with Google Street View Cars: Exploiting Big Data.

Authors:  Joshua S Apte; Kyle P Messier; Shahzad Gani; Michael Brauer; Thomas W Kirchstetter; Melissa M Lunden; Julian D Marshall; Christopher J Portier; Roel C H Vermeulen; Steven P Hamburg
Journal:  Environ Sci Technol       Date:  2017-06-05       Impact factor: 9.028

5.  Evaluating the impact of long-term exposure to fine particulate matter on mortality among the elderly.

Authors:  X Wu; D Braun; J Schwartz; M A Kioumourtzoglou; F Dominici
Journal:  Sci Adv       Date:  2020-07-17       Impact factor: 14.136

6.  Long-term exposure to road traffic noise, ambient air pollution, and cardiovascular risk factors in the HUNT and lifelines cohorts.

Authors:  Yutong Cai; Anna L Hansell; Marta Blangiardo; Paul R Burton; Kees de Hoogh; Dany Doiron; Isabel Fortier; John Gulliver; Kristian Hveem; Stéphane Mbatchou; David W Morley; Ronald P Stolk; Wilma L Zijlema; Paul Elliott; Susan Hodgson
Journal:  Eur Heart J       Date:  2017-08-01       Impact factor: 29.983

7.  Estimates and 25-year trends of the global burden of disease attributable to ambient air pollution: an analysis of data from the Global Burden of Diseases Study 2015.

Authors:  Aaron J Cohen; Michael Brauer; Richard Burnett; H Ross Anderson; Joseph Frostad; Kara Estep; Kalpana Balakrishnan; Bert Brunekreef; Lalit Dandona; Rakhi Dandona; Valery Feigin; Greg Freedman; Bryan Hubbell; Amelia Jobling; Haidong Kan; Luke Knibbs; Yang Liu; Randall Martin; Lidia Morawska; C Arden Pope; Hwashin Shin; Kurt Straif; Gavin Shaddick; Matthew Thomas; Rita van Dingenen; Aaron van Donkelaar; Theo Vos; Christopher J L Murray; Mohammad H Forouzanfar
Journal:  Lancet       Date:  2017-04-10       Impact factor: 79.321

8.  Early life exposure to air pollution and incidence of childhood asthma, allergic rhinitis and eczema.

Authors:  Teresa To; Jingqin Zhu; Dave Stieb; Natasha Gray; Ivy Fong; Lauren Pinault; Michael Jerrett; Alain Robichaud; Richard Ménard; Aaron van Donkelaar; Randall V Martin; Perry Hystad; Jeffrey R Brook; Sharon Dell
Journal:  Eur Respir J       Date:  2020-02-20       Impact factor: 16.671

9.  Deep phenotyping meets big data: the Geoscience and hEalth Cohort COnsortium (GECCO) data to enable exposome studies in The Netherlands.

Authors:  Jeroen Lakerveld; Alfred Wagtendonk; Ilonca Vaartjes; Derek Karssenberg
Journal:  Int J Health Geogr       Date:  2020-11-13       Impact factor: 3.918

10.  Residential Air Pollution and Associations with Wheeze and Shortness of Breath in Adults: A Combined Analysis of Cross-Sectional Data from Two Large European Cohorts.

Authors:  Dany Doiron; Kees de Hoogh; Nicole Probst-Hensch; Stéphane Mbatchou; Marloes Eeftens; Yutong Cai; Christian Schindler; Isabel Fortier; Susan Hodgson; Amadou Gaye; Ronald Stolk; Anna Hansell
Journal:  Environ Health Perspect       Date:  2017-09-29       Impact factor: 9.031

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  2 in total

1.  Integrating Multiscale Geospatial Environmental Data into Large Population Health Studies: Challenges and Opportunities.

Authors:  Yuxia Cui; Kristin M Eccles; Richard K Kwok; Bonnie R Joubert; Kyle P Messier; David M Balshaw
Journal:  Toxics       Date:  2022-07-20

2.  Long-term exposure to particulate matter was associated with increased dementia risk using both traditional approaches and novel machine learning methods.

Authors:  Yuan-Horng Yan; Ting-Bin Chen; Chun-Pai Yang; I-Ju Tsai; Hwa-Lung Yu; Yuh-Shen Wu; Winn-Jung Huang; Shih-Ting Tseng; Tzu-Yu Peng; Elizabeth P Chou
Journal:  Sci Rep       Date:  2022-10-12       Impact factor: 4.996

  2 in total

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