Related Experiment Video
Updated: Apr 9, 2026

Author Spotlight: Network Pharmacology and Molecular Docking to Decipher the Action of Jiawei Shengjiang San Against Diabetic Kidney Disease
Published on: May 10, 2024
Pathway-Specific Polygenic Risk Scores and Cardiorenal Complications in Asians With Type 2 Diabetes
Resham L Gurung1,2, Huili Zheng1, Jia Le Ivan Tan1
1Clinical Research Unit, Khoo Teck Puat Hospital, Singapore, Singapore.
Aim:
Risk of cardiorenal complications varies among patients with type 2 diabetes (T2D). T2D pathway-specific polygenic risk scores (psPRS) capture genetic susceptibility related to distinct intermediate biological processes associated with T2D and cardiorenal outcomes, predominantly in European populations. Their relevance in multi-ethnic Asian populations remains unclear. We explored associations between T2D-derived psPRS and cardiorenal outcomes and circulating proteins linked to cardiorenal complications.
Methods:
We included 2057 multi-ethnic individuals with T2D from the prospective SMART2D cohort. Eight T2D pathway-related psPRS (Beta-cell +Proinsulin [PI], Beta-cell -PI, residual glycaemia, body fat, metabolic syndrome, obesity, lipodystrophy, liver and lipid metabolism) were constructed using East Asian-specific effect sizes. Cox regression was used to assess associations with incident end-stage kidney disease (ESKD) and heart failure (HF), logistic regression for rapid decline in kidney function (RDKF) and linear regression for circulating proteins.
Results:
The Beta-cell -PI psPRS was inversely associated with ESKD (HR = 0.81; 95% CI: 0.69-0.95), RDKF (OR = 0.81; 95% CI: 0.69-0.94) and HF (HR = 0.86; 95% CI: 0.74-1.00). In contrast, the lipodystrophy psPRS was associated with higher odds of RDKF (OR = 1.21; 95% CI: 1.04-1.41). The Beta-cell -PI psPRS was also associated with circulating levels of LILRA5, EDA2R and FABP4.
Conclusion:
In a multi-ethnic Asian population, pathway-specific genetic susceptibility was differentially associated with cardiorenal outcomes and related circulating proteins. These findings suggest the potential relevance of biologically informed genetic pathways in diverse populations and warrant validation in independent cohorts.
Related Concept Videos
Genome-wide Association Studies-GWAS
GWAS does not require the identification of the target gene involved in...
Coronary Artery Disease I: Introduction
Pharmacogenetic Phenotypes: Alterations in Pharmacokinetics, Drug Targets and Biologic Milieu
Principles of Pharmacogenetics: Types of Genetic Variants
Blood Studies for Cardiovascular System II: CRP, Hcy, and Cardiac Natriuretic Peptide Markers
These markers indicate stress or strain on the heart muscle:
Natriuretic Peptides (BNP)
Cardiac myocytes produce these hormones in response to ventricular stretching...
Diabetes Mellitus: Type 2 and Gestational
