Key result
ENPEP blood pressure-lowering allele linked to ~8% lower risk of incident diabetes.
Why the study?
Regulatory genes and tissue-specific mechanisms underlying blood pressure variations remain incompletely understood.
Cohort (n=27,308)
Hazard Ratio: 0.92 (95% CI 0.87–0.97)
p-value: p=2.81 x 10^-3
Integrative genomic analyses in an East-Asian cohort identified a novel variant at COL21A1 associated with pulse pressure and demonstrated that genetic predisposition to lower blood pressure via ENPEP partially mediates a reduced risk of incident diabetes.
ENPEP variant links BP reduction to lower diabetes risk; hypothesis-generating for targeted therapies in East Asians pending causal confirmation.
Background Hypertension is a highly heritable cardiovascular disorder and a major determinant of cardiometabolic disease, including diabetes. However, the regulatory genes and tissue-specific mechanisms underlying blood pressure variations remain incompletely understood. Methods Leveraging a well-characterized prospective population-based cohort comprised of 27,308 participants from the Singapore Chinese Health Study (SCHS), we evaluated genome-wide genetic associations for five blood pressure traits: hypertension status, systolic blood pressure, diastolic blood pressure, mean arterial pressure (MAP) and pulse pressure (PP). Additionally, we conducted a transcriptome-wide association study (TWAS), integrating gene expression data from 49 tissues, followed by colocalization and fine-mapping to prioritize regulatory genes. Association of identified variants with incident diabetes was additionally evaluated in the longitudinal data. Results We validated 10 blood pressure loci ( P between 1.64 x 10 -20 – 4.10 x 10 -8 ) and identified an East-Asian specific splice donor variant at the COL21A1 gene associated with PP (rs149344559, P = 6.78 × 10 -10 ). Integrative analyses prioritized FGF5 in kidney cortex and ENPEP in pituitary tissue as candidate regulatory genes. The blood pressure-lowering allele at ENPEP (T allele, rs1879056) was associated with reduced risk of incident diabetes. Mediation analysis demonstrated that approximately 21% of the genetic association with diabetes was mediated through MAP (P indirect-effect = 2 x 10 -16 ). Conclusion This study refines genetic predispositions for blood pressure among East-Asians. We further delineate tissue-specific regulatory pathways underlying blood pressure variations and identify ENPEP -mediated dysfunctions linking blood pressure genetics to diabetes risk, underscoring integrated disease mechanisms.
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Lau et al. (2026) conducted a cohort in Blood pressure variation and incident diabetes (n=27,308). ENPEP T allele (rs1879056) vs. Reference allele (non-carriers) was evaluated on Incident diabetes (HR 0.92, 95% CI 0.87-0.97, p=2.81 x 10^-3). The blood pressure-lowering T allele at ENPEP (rs1879056) reduced the risk of incident diabetes by 8% (HR 0.92), with 21% of this effect mediated through mean arterial pressure.
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