Evidence map›Paper›PMID 41467372›Full record

SynthesisJournal of the American Heart Association2026

Associations Between Polygenic Risk Score for Blood Pressure and Risk of Hypertension in Northeast Asian Individuals.

Na Yeon Kim, Joonbyung Park, Kisung Nam, Seunggeun Lee, Haekyung Lee

Abstract readMeta-Analysis
In one paragraph

Synthesis in Journal of the American Heart Association, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Na Yeon Kim *Graduate School of Data Science Seoul National University Seoul Republic of Korea.ORCID 0000-0001-8859-2909
Joonbyung Park *Division of Nephrology, Department of Internal Medicine Soonchunhyang University Seoul Hospital Seoul Republic of Korea.ORCID 0009-0003-0135-9349
Kisung NamGraduate School of Data Science Seoul National University Seoul Republic of Korea.ORCID 0000-0002-7317-092X
Seunggeun LeeGraduate School of Data Science Seoul National University Seoul Republic of Korea.
Haekyung LeeDivision of Nephrology, Department of Internal Medicine Soonchunhyang University Seoul Hospital Seoul Republic of Korea.ORCID 0000-0001-5211-3961

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundData on associations between genetic predisposition to high blood pressure (BP) and hypertension and its complications in non-European populations are limited. The current study investigated associations between polygenic risk scores (PRSs) for BP and risks of hypertension, cardiovascular disease, and chronic kidney disease in Northeast Asian populations.

methodsA genome-wide association study of systolic BP (SBP) and diastolic BP (DBP) was conducted using data from the KoGES (Korean Genome and Epidemiology Study). Results were meta-analyzed using summary statistics from Biobank Japan to construct PRSs.

resultsCompared with a PRS in the lowest 5 percentiles, a PRS in the highest 5 percentiles was associated with an increased risk of hypertension (hazard ratio [HR], 2.44 [95% CI, 1.67-3.56] for PRS for SBP; and HR, 1.77 [95% CI, 1.20-2.62] for PRS for DBP) and earlier onset of hypertension (by a median of 8.5 years for PRS for SBP and 8.0 years for PRS for DBP). These associations remained significant when continuous PRS was analyzed. The genetic risk of hypertension incidence was attenuated by moderate to vigorous physical activity. Adding the PRS for BP to the clinical risk factors improved the predictive value for hypertension (both area under the curve values, 0.787 [95% CI, 0.771-0.803];

conclusionsThe PRS for BP was associated with a higher risk of incident hypertension and earlier-onset hypertension in a Northeast Asian population. PRS may facilitate early identification and targeted management of individuals at high risk of developing hypertension.

Indexed as

Blood PressureHypertensionMultifactorial InheritanceAdultAgedEast Asian PeopleFemaleGenetic Predisposition to DiseaseGenetic Risk ScoreGenome-Wide Association StudyHumansIncidenceJapanMaleMiddle AgedRenal Insufficiency, Chronicblood pressurecardiovascular diseasechronic kidney diseasehypertensionpolygenic risk score

Identifiers

PMID41467372
PMCPMC12909057

What Socratic holds

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LicenceCC BY-NC-ND
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.