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Background: This study aimed to investigate the modifying effects of rare genetic variants on the risk of type 2 diabetes mellitus (T2DM) in the context of common genetic and lifestyle factors.
Methods: We conducted a comprehensive analysis of genetic and lifestyle factors associated with T2DM in a cohort of 146,284 Korean individuals. Among them, 4,603 individuals developed T2DM during the follow-up period of up to 17 years. We calculated a polygenic risk score (PRS) for T2DM and identified carriers of the rare allele I349F at SLC30A8. A Healthy Lifestyle Score (HLS) was also derived from physical activity, obesity, smoking, diet, and sodium intake levels. Using Cox proportional hazards models, we analyzed how PRS, HLS, and I349F influenced T2DM incidence.
Results: Results showed that high PRS and poor lifestyle were associated with increased risk. Remarkably, I349F carriers exhibited a lower T2DM prevalence (5.7% compared to 11.7% in non-carriers) and reduced the impact of high PRS from 23.18% to 12.70%. This trend was consistent across different HLS categories, with I349F carriers displaying a lower risk of T2DM.
Conclusion: The integration of common and rare genetic variants with lifestyle factors enhanced T2DM predictability in the Korean population. Our findings highlight the critical role of rare genetic variants in risk assessments and suggest that standard PRS and HLS metrics alone may be inadequate for predicting T2DM risk among carriers of such variants.
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http://dx.doi.org/10.4093/dmj.2024.0830 | DOI Listing |
Appl Microbiol Biotechnol
September 2025
School of Plant Sciences, The University of Arizona, 1140 E South Campus Drive, Forbes 303, Tucson, AZ, 85721, USA.
Fungal endophytes and epiphytes associated with plant leaves can play important ecological roles through the production of specialized metabolites encoded by biosynthetic gene clusters (BGCs). However, their functional capacity, especially in crops like lettuce (Lactuca sativa L.), remains poorly understood.
View Article and Find Full Text PDFCurr Genet
September 2025
Fermentation and Microbial Biotechnology Division, CSIR-Indian Institute of Integrative Medicine, Canal Road, Jammu-Tawi, 180001, India.
Trichoderma species exhibit remarkable versatility in adaptability and in occupying habitats with lifestyles ranging from mycoparasitism and saprotrophy to endophytism. In this study, we present the first high-quality whole-genome assembly and annotation of T. lixii using Illumina HiSeq technology to explore the mechanisms of endophytic lifestyle and plant colonization.
View Article and Find Full Text PDFG Ital Nefrol
August 2025
Department of Translational Medical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy.
The prevalence of obesity is progressively increasing on a global scale. Among its negative health consequences, renal damage is also observed. It is due to hemodynamic, metabolic, and inflammatory alterations.
View Article and Find Full Text PDFJ Food Sci
September 2025
Department of Biology, Faculty of Science, Istanbul University, Istanbul, Türkiye.
Diabetes is a metabolic and chronic disease affecting different tissues' metabolism. Genetic factors, lifestyles, and dietary habits can cause it. In diabetes, oxidative stress can occur in metabolic disorders, negatively affecting it.
View Article and Find Full Text PDFMedicine (Baltimore)
September 2025
Department of Internal Medicine, The First Affiliated Hospital of Guangxi University of Science and Technology, Liuzhou, Guangxi, China.
Coronary artery atherosclerosis (CAA) stands as a prominent etiological contributor to global cardiovascular morbidity and mortality. Its pathogenesis entails intricate interplays among genetic predisposition, environmental factors, and lifestyle determinants. Trace elements, though necessitated in minuscule quantities, have emerged as potential modulators of CAA progression, yet their exact impact remains unclear.
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