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What if … ? A new hypothesis to approach the relationship between environmental stimuli, biological features, and health

The "exposome" covers all disease determinants across a lifetime. Many exposome factors could induce epigenetic changes, especially in DNA methylation. Yet, the role of these modifications in disease development remains partly understood. Although the possible relationship among the exposo...

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Autores principales: Bollati, Valentina, Biganzoli, Elia Mario, Carugno, Michele
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10696241/
http://dx.doi.org/10.1016/j.heliyon.2023.e22985
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author Bollati, Valentina
Biganzoli, Elia Mario
Carugno, Michele
author_facet Bollati, Valentina
Biganzoli, Elia Mario
Carugno, Michele
author_sort Bollati, Valentina
collection PubMed
description The "exposome" covers all disease determinants across a lifetime. Many exposome factors could induce epigenetic changes, especially in DNA methylation. Yet, the role of these modifications in disease development remains partly understood. Although the possible relationship among the exposome factors, epigenetic modifications, and health/disease has been investigated extensively, all previous studies start from the assumption that epigenetic changes are always detrimental to (or represent an adverse effect on) the health of the affected individual. We hereby propose a new approach to investigate these modifications, and their possible relation with human health, in the context of the exposome. Our hypothesis is based on the possibility that some environmentally-induced changes are plastic entities, responding physiologically to the environment to allow individual adaptation. Briefly, after evaluating the association between environmental exposure and the variation of a given biological parameter through regression models, we use the estimated regression function to predict values for each study subject. We then calculated the relative percent difference (PD) between the measured (i.e., observed) biological parameter and the predicted (i.e., expected) from the model. Notably, we have tested our hypothesis using two distinct models, specifically focusing on LINE-1 methylation and extracellular vesicles (EVs). We hypothesize that the greater the difference between the observed and the expected, the greater the inability of the subject to adapt to external stimuli.
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spelling pubmed-106962412023-12-06 What if … ? A new hypothesis to approach the relationship between environmental stimuli, biological features, and health Bollati, Valentina Biganzoli, Elia Mario Carugno, Michele Heliyon Review Article The "exposome" covers all disease determinants across a lifetime. Many exposome factors could induce epigenetic changes, especially in DNA methylation. Yet, the role of these modifications in disease development remains partly understood. Although the possible relationship among the exposome factors, epigenetic modifications, and health/disease has been investigated extensively, all previous studies start from the assumption that epigenetic changes are always detrimental to (or represent an adverse effect on) the health of the affected individual. We hereby propose a new approach to investigate these modifications, and their possible relation with human health, in the context of the exposome. Our hypothesis is based on the possibility that some environmentally-induced changes are plastic entities, responding physiologically to the environment to allow individual adaptation. Briefly, after evaluating the association between environmental exposure and the variation of a given biological parameter through regression models, we use the estimated regression function to predict values for each study subject. We then calculated the relative percent difference (PD) between the measured (i.e., observed) biological parameter and the predicted (i.e., expected) from the model. Notably, we have tested our hypothesis using two distinct models, specifically focusing on LINE-1 methylation and extracellular vesicles (EVs). We hypothesize that the greater the difference between the observed and the expected, the greater the inability of the subject to adapt to external stimuli. Elsevier 2023-11-28 /pmc/articles/PMC10696241/ http://dx.doi.org/10.1016/j.heliyon.2023.e22985 Text en © 2023 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review Article
Bollati, Valentina
Biganzoli, Elia Mario
Carugno, Michele
What if … ? A new hypothesis to approach the relationship between environmental stimuli, biological features, and health
title What if … ? A new hypothesis to approach the relationship between environmental stimuli, biological features, and health
title_full What if … ? A new hypothesis to approach the relationship between environmental stimuli, biological features, and health
title_fullStr What if … ? A new hypothesis to approach the relationship between environmental stimuli, biological features, and health
title_full_unstemmed What if … ? A new hypothesis to approach the relationship between environmental stimuli, biological features, and health
title_short What if … ? A new hypothesis to approach the relationship between environmental stimuli, biological features, and health
title_sort what if … ? a new hypothesis to approach the relationship between environmental stimuli, biological features, and health
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10696241/
http://dx.doi.org/10.1016/j.heliyon.2023.e22985
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