Biology of Sex Differences (Jun 2023)

Sex differences in the influence of type 2 diabetes (T2D)-related genes, parental history of T2D, and obesity on T2D development: a case–control study

  • Jaime Berumen,
  • Lorena Orozco,
  • Héctor Gallardo-Rincón,
  • Fernando Rivas,
  • Elizabeth Barrera,
  • Rosa E. Benuto,
  • Humberto García-Ortiz,
  • Melissa Marin-Medina,
  • Eligia Juárez-Torres,
  • Anabel Alvarado-Silva,
  • Espiridión Ramos-Martinez,
  • Luis Alberto MartÍnez-Juárez,
  • Julieta Lomelín-Gascón,
  • Alejandra Montoya,
  • Janinne Ortega-Montiel,
  • Diego-Abelardo Alvarez-Hernández,
  • Jorge Larriva-Shad,
  • Roberto Tapia-Conyer

DOI
https://doi.org/10.1186/s13293-023-00521-y
Journal volume & issue
Vol. 14, no. 1
pp. 1 – 16

Abstract

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Abstract Background This study investigated the effect of sex and age at type 2 diabetes (T2D) diagnosis on the influence of T2D-related genes, parental history of T2D, and obesity on T2D development. Methods In this case–control study, 1012 T2D cases and 1008 healthy subjects were selected from the Diabetes in Mexico Study database. Participants were stratified by sex and age at T2D diagnosis (early, ≤ 45 years; late, ≥ 46 years). Sixty-nine T2D-associated single nucleotide polymorphisms were explored and the percentage contribution (R 2) of T2D-related genes, parental history of T2D, and obesity (body mass index [BMI] and waist–hip ratio [WHR]) on T2D development was calculated using univariate and multivariate logistic regression models. Results T2D-related genes influenced T2D development most in males who were diagnosed early (R 2 = 23.5%; females, R 2 = 13.5%; males and females diagnosed late, R 2 = 11.9% and R 2 = 7.3%, respectively). With an early diagnosis, insulin production-related genes were more influential in males (76.0% of R 2) while peripheral insulin resistance-associated genes were more influential in females (52.3% of R 2). With a late diagnosis, insulin production-related genes from chromosome region 11p15.5 notably influenced males while peripheral insulin resistance and genes associated with inflammation and other processes notably influenced females. Influence of parental history was higher among those diagnosed early (males, 19.9%; females, 17.5%) versus late (males, 6.4%; females, 5,3%). Unilateral maternal T2D history was more influential than paternal T2D history. BMI influenced T2D development for all, while WHR exclusively influenced males. Conclusions The influence of T2D-related genes, maternal T2D history, and fat distribution on T2D development was greater in males than females.

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