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Genetic Factors Are Not the Major Causes of Chronic Diseases

The risk of acquiring a chronic disease is influenced by a person’s genetics (G) and exposures received during life (the ‘exposome’, E) plus their interactions (G×E). Yet, investigators use genome-wide association studies (GWAS) to characterize G while relying on self-reported information to classif...

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Autor principal: Rappaport, Stephen M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4841510/
https://www.ncbi.nlm.nih.gov/pubmed/27105432
http://dx.doi.org/10.1371/journal.pone.0154387
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author Rappaport, Stephen M.
author_facet Rappaport, Stephen M.
author_sort Rappaport, Stephen M.
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description The risk of acquiring a chronic disease is influenced by a person’s genetics (G) and exposures received during life (the ‘exposome’, E) plus their interactions (G×E). Yet, investigators use genome-wide association studies (GWAS) to characterize G while relying on self-reported information to classify E. If E and G×E dominate disease risks, this imbalance obscures important causal factors. To estimate proportions of disease risk attributable to G (plus shared exposures), published data from Western European monozygotic (MZ) twins were used to estimate population attributable fractions (PAFs) for 28 chronic diseases. Genetic PAFs ranged from 3.4% for leukemia to 48.6% for asthma with a median value of 18.5%. Cancers had the lowest PAFs (median = 8.26%) while neurological (median = 26.1%) and lung (median = 33.6%) diseases had the highest PAFs. These PAFs were then linked with Western European mortality statistics to estimate deaths attributable to G for heart disease and nine cancer types. Of 1.53 million Western European deaths in 2000, 0.25 million (16.4%) could be attributed to genetics plus shared exposures. Given the modest influences of G-related factors on the risks of chronic diseases in MZ twins, the disparity in coverage of G and E in etiological research is problematic. To discover causes of disease, GWAS should be complemented with exposome-wide association studies (EWAS) that profile chemicals in biospecimens from incident disease cases and matched controls.
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spelling pubmed-48415102016-04-29 Genetic Factors Are Not the Major Causes of Chronic Diseases Rappaport, Stephen M. PLoS One Research Article The risk of acquiring a chronic disease is influenced by a person’s genetics (G) and exposures received during life (the ‘exposome’, E) plus their interactions (G×E). Yet, investigators use genome-wide association studies (GWAS) to characterize G while relying on self-reported information to classify E. If E and G×E dominate disease risks, this imbalance obscures important causal factors. To estimate proportions of disease risk attributable to G (plus shared exposures), published data from Western European monozygotic (MZ) twins were used to estimate population attributable fractions (PAFs) for 28 chronic diseases. Genetic PAFs ranged from 3.4% for leukemia to 48.6% for asthma with a median value of 18.5%. Cancers had the lowest PAFs (median = 8.26%) while neurological (median = 26.1%) and lung (median = 33.6%) diseases had the highest PAFs. These PAFs were then linked with Western European mortality statistics to estimate deaths attributable to G for heart disease and nine cancer types. Of 1.53 million Western European deaths in 2000, 0.25 million (16.4%) could be attributed to genetics plus shared exposures. Given the modest influences of G-related factors on the risks of chronic diseases in MZ twins, the disparity in coverage of G and E in etiological research is problematic. To discover causes of disease, GWAS should be complemented with exposome-wide association studies (EWAS) that profile chemicals in biospecimens from incident disease cases and matched controls. Public Library of Science 2016-04-22 /pmc/articles/PMC4841510/ /pubmed/27105432 http://dx.doi.org/10.1371/journal.pone.0154387 Text en © 2016 Stephen M. Rappaport http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Rappaport, Stephen M.
Genetic Factors Are Not the Major Causes of Chronic Diseases
title Genetic Factors Are Not the Major Causes of Chronic Diseases
title_full Genetic Factors Are Not the Major Causes of Chronic Diseases
title_fullStr Genetic Factors Are Not the Major Causes of Chronic Diseases
title_full_unstemmed Genetic Factors Are Not the Major Causes of Chronic Diseases
title_short Genetic Factors Are Not the Major Causes of Chronic Diseases
title_sort genetic factors are not the major causes of chronic diseases
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4841510/
https://www.ncbi.nlm.nih.gov/pubmed/27105432
http://dx.doi.org/10.1371/journal.pone.0154387
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