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.

What if … ? A new hypothesis to approach the relationship between environmental stimuli, biological features, and health / V. Bollati, E.M. Biganzoli, M. Carugno. - In: HELIYON. - ISSN 2405-8440. - 9:12(2023 Dec), pp. e22985.1-e22985.6. [10.1016/j.heliyon.2023.e22985]

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

V. Bollati
Primo
;
E.M. Biganzoli
Secondo
;
M. Carugno
Ultimo
2023

Abstract

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.
No
English
Adaptation; DNA methylation; Epigenetics; Exposome; Misadaptation
Settore MED/44 - Medicina del Lavoro
Settore MED/01 - Statistica Medica
Articolo
Esperti anonimi
Pubblicazione scientifica
Goal 3: Good health and well-being
   Susceptibily to Particle Healt Effects, miRNAs and Exosomes
   SPHERE
   EUROPEAN COMMISSION
   FP7
   282413

   MApping the Methylation of repetitive elements to track the Exposome effects on health: the city of Legnano as a LIving lab (MAMELI)
   MAMELI
   EUROPEAN COMMISSION
   101086988

   INSIDE project: INdividual air pollution exposure, extracellular vesicle SIgnaling and hypertensive disorder DEvelopment in pregnancy.
   MINISTERO DELL'ISTRUZIONE E DEL MERITO
   20152T74ZL_001
dic-2023
Elsevier - Cell Press
9
12
e22985
1
6
6
Pubblicato
Periodico con rilevanza internazionale
crossref
Aderisco
info:eu-repo/semantics/article
What if … ? A new hypothesis to approach the relationship between environmental stimuli, biological features, and health / V. Bollati, E.M. Biganzoli, M. Carugno. - In: HELIYON. - ISSN 2405-8440. - 9:12(2023 Dec), pp. e22985.1-e22985.6. [10.1016/j.heliyon.2023.e22985]
open
Prodotti della ricerca::01 - Articolo su periodico
3
262
Article (author)
Periodico con Impact Factor
V. Bollati, E.M. Biganzoli, M. Carugno
File in questo prodotto:
File Dimensione Formato  
Bollati_Heliyon_2023.pdf

accesso aperto

Descrizione: Review Article
Tipologia: Publisher's version/PDF
Dimensione 2.97 MB
Formato Adobe PDF
2.97 MB Adobe PDF Visualizza/Apri
Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1051257
Citazioni
  • ???jsp.display-item.citation.pmc??? 0
  • Scopus 0
  • ???jsp.display-item.citation.isi??? 0
social impact