Understanding the interplay between genetics and environment is essential for elucidating the biological basis of complex traits such as blood pressure (BP). Although gene-environment interactions (G×E) contribute to BP variation, their role in multi-ancestry cohorts remains underexplored. We hypothesize that G×E may explain additional variance in BP across diverse populations, where environmental exposures and genetic backgrounds are more heterogeneous. Here, we evaluate the importance of G×E on diastolic pressure (DP), systolic pressure (SP), and pulse pressure (PP) in a multi-ethnic subset of 24,000 UK Biobank individuals. We considered 23 lifestyle variables as the environmental exposures and estimated variance components attributed to genetic effects, environmental effects, and gene-environment interactions. Our results revealed that G×E accounts for 7% of variance in DP, 4% in SP, and 3% in PP. While these estimates are not statistically different from the ones obtained from an analysis restricted to White British individuals using the same lifestyle variables and methodology (4%, 3%, and 4% for DP, SP, and PP, respectively), the point estimate for DP is almost twice as large in the multi-ethnic sample. Including G×E in the models did not improve out-of-sample prediction accuracy. We also performed a G×E genome-wide association study (G×E-GWAS) to uncover individual interactions affecting BP traits. Although no interaction surpassed genome-wide significance, suggestive hits were enriched in BP-relevant pathways. Our hypothesis-generating study suggests that higher environmental and genetic heterogeneity in multi-ethnic cohorts may amplify the role of G×E for some traits and serves as a basis for future studies with larger sample sizes and higher power.

Gene-environment interactions contribute to blood pressure variation across global populations / Goda, K., Klimkowski Arango, N., Tiezzi, F., Mackay, T.F.C., Morgante, F.. - In: HGG ADVANCES. - ISSN 2666-2477. - ELETTRONICO. - 7:(2026), pp. 100656.1-100656.15. [10.1016/j.xhgg.2026.100656]

Gene-environment interactions contribute to blood pressure variation across global populations

Tiezzi, Francesco;
2026

Abstract

Understanding the interplay between genetics and environment is essential for elucidating the biological basis of complex traits such as blood pressure (BP). Although gene-environment interactions (G×E) contribute to BP variation, their role in multi-ancestry cohorts remains underexplored. We hypothesize that G×E may explain additional variance in BP across diverse populations, where environmental exposures and genetic backgrounds are more heterogeneous. Here, we evaluate the importance of G×E on diastolic pressure (DP), systolic pressure (SP), and pulse pressure (PP) in a multi-ethnic subset of 24,000 UK Biobank individuals. We considered 23 lifestyle variables as the environmental exposures and estimated variance components attributed to genetic effects, environmental effects, and gene-environment interactions. Our results revealed that G×E accounts for 7% of variance in DP, 4% in SP, and 3% in PP. While these estimates are not statistically different from the ones obtained from an analysis restricted to White British individuals using the same lifestyle variables and methodology (4%, 3%, and 4% for DP, SP, and PP, respectively), the point estimate for DP is almost twice as large in the multi-ethnic sample. Including G×E in the models did not improve out-of-sample prediction accuracy. We also performed a G×E genome-wide association study (G×E-GWAS) to uncover individual interactions affecting BP traits. Although no interaction surpassed genome-wide significance, suggestive hits were enriched in BP-relevant pathways. Our hypothesis-generating study suggests that higher environmental and genetic heterogeneity in multi-ethnic cohorts may amplify the role of G×E for some traits and serves as a basis for future studies with larger sample sizes and higher power.
2026
7
1
15
Goda, Khushi; Klimkowski Arango, Noah; Tiezzi, Francesco; Mackay, Trudy F.C.; Morgante, Fabio
File in questo prodotto:
File Dimensione Formato  
goda2026hgg.pdf

accesso aperto

Tipologia: Pdf editoriale (Version of record)
Licenza: Creative commons
Dimensione 3.3 MB
Formato Adobe PDF
3.3 MB Adobe PDF

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

Utilizza questo identificatore per citare o creare un link a questa risorsa: https://hdl.handle.net/2158/1497096
Citazioni
  • ???jsp.display-item.citation.pmc??? 3
  • Scopus 0
  • ???jsp.display-item.citation.isi??? 0
social impact