Evidence map›Paper›PMID 41413301›Full record

ArticleJournal of human hypertension2026

Cumulative exposure to remnant cholesterol and new-onset hypertension in middle-aged and older adults: a nationwide prospective cohort study with mediation analysis.

Yuanyuan Zhao, Dongjie Du, Zhi Liu

Abstract read
In one paragraph

Article in Journal of human hypertension, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
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

3 authors.

Yuanyuan Zhao *Department of Emergency, Xuanwu Hospital, Capital Medical University, National Clinical Research Center for Geriatric Diseases, Beijing, China.ORCID http://orcid.org/0000-0002-9569-2788
Dongjie Du *Department of Cardiology, Beijing Friendship Hospital, Capital Medical University, Beijing, 100053, China.ORCID http://orcid.org/0000-0002-6443-2676
Zhi LiuDepartment of Emergency, Xuanwu Hospital, Capital Medical University, National Clinical Research Center for Geriatric Diseases, Beijing, China. xwyy168@sina.com.ORCID http://orcid.org/0000-0002-9791-7290

Funding

National Natural Science Foundation of China (National Science Foundation of China) 62172288
6 · The paper itself

Abstract

The association between remnant cholesterol (RC) and the risk of developing hypertension remains poorly elucidated. We analyzed China Health and Retirement Longitudinal Study data (CHARLS, 2011-2020). RC was categorized into baseline RC, cumulative RC, and RC change. In Cohort 1 (n = 7474), baseline RC was measured at Wave 1, with incident hypertension identified during Waves 2-5. In Cohort 2 (n = 3956), cumulative RC was calculated using Waves 1 and 3 data, with hypertension assessed during Waves 4-5. Participants were divided into quartiles. Logistic regression was used to assess the association between RC and hypertension. Restricted cubic splines explored non-linear relationships. During follow-up, 2366 (31.7%) and 805 (20.3%) hypertension cases occurred in Cohorts 1 and 2, respectively. A non-linear association was found between baseline RC and hypertension, with an inflection point at 1.16 mmol/L. The highest RC quartile showed increased hypertension risk, with adjusted odds ratios (OR) of 1.52 (p < 0.001) for baseline RC and 1.39 (p = 0.004) for cumulative RC. RC change suggested potential increased risk, though not statistically significant. BMI and HbA1c partially mediated the RC-hypertension relationship, accounting for 36.94 and 7.2% of the total effect, respectively. These findings indicate that elevated baseline and cumulative RC levels are associated with an increased risk of new-onset hypertension in middle-aged and older adults, and that baseline RC levels and hypertension are non-linearly related, with an inflection point of 1.16 mmol/L. Additionally, this study found that BMI and HbA1c mediated the association between RC and incident hypertension.

Indexed as

CholesterolHypertensionTriglyceridesAgedBiomarkersChinaFemaleHumansIncidenceLipoproteinsLongitudinal StudiesMaleMediation AnalysisMiddle AgedProspective StudiesRisk AssessmentBiomarkersCholesterolLipoproteinsremnant-like particle cholesterolTriglycerides

Identifiers

PMID41413301
PMCPMC12900631

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.