GENE–LIFESTYLE INTERACTION IN TYPE 2 DIABETES MELLITUS: THE ROLE OF KCNJ11 VARIANTS AND PHYSICAL INACTIVITY IN URBAN PAKISTANI ADULTS
DOI:
https://doi.org/10.62019/4jpnyc03Keywords:
Type 2 Diabetes Mellitus, KCNJ11 E23K, Physical Inactivity, Gene–Lifestyle Interaction, PakistanAbstract
Background:
Type 2 Diabetes Mellitus (T2DM) is a growing public health concern in Pakistan, influenced by both genetic and lifestyle factors.
Objective:
To evaluate the association of KCNJ11 E23K gene variants and physical inactivity with the risk of developing T2DM among urban Pakistani adults.
Methodology:
This descriptive cross-sectional research was conducted at Kohat University of Science and Technology (KUST) between January 2023 and December 2024. A total of 320 individuals were recruited from community screening camps and urban healthcare institutions, 160 of whom were T2DM cases and 160 of whom were non-diabetic controls. The International Physical Activity Questionnaire (IPAQ) was used to measure physical activity. PCR-RFLP was used for the KCNJ11 E23K polymorphism genotyping. One-way ANOVA was used for genotype-based comparisons, independent t-tests were used for continuous variables, and chi-square tests were used for categorical variables. To identify independent predictors of type 2 diabetes, multivariate logistic regression was used; a p-value of less than 0.05 was deemed statistically significant.
Results:
The KK genotype was more frequent in cases (31.25%) than controls (18.75%) (p = 0.007), with an adjusted odds ratio (OR) of 2.31 (95% CI: 1.32–4.06; p = 0.003). Low physical activity was observed in 57.5% of cases versus 31.88% of controls (p < 0.001), yielding an OR of 3.56 (1.97–6.43). Combined KK genotype and low activity was present in 22.5% of cases compared to 7.5% of controls (p < 0.001). BMI ≥ 25 kg/m² (66.25% vs. 51.25%; OR = 1.89; p = 0.007) and family history of T2DM (58.13% vs. 29.38%; OR = 3.12; p < 0.001) were also significant predictors.
Conclusion:
The KCNJ11 KK genotype and physical inactivity significantly increase T2DM risk, with the greatest effect observed when both factors co-exist.
Downloads
Downloads
Published
Issue
Section
License
All articles published in the Journal of Medical & Health Sciences Review (JMHSR) remain the copyright of their respective authors. JMHSR publishes its content under the Creative Commons Attribution‑NonCommercial 4.0 International License (CC BY‑NC 4.0), which allows readers to freely share, copy, adapt, and build upon the work for non‑commercial purposes, provided proper credit is given to both the authors and the journal.



