Evidence map›Paper›PMID 41961667›Full record

ArticleMedicine2026

The association between heart rate variability and early kidney damage: The mediating role of blood lipid levels among hypertensive patients in a single-center cohort study.

Ningning Xie, Fang Gao, Weidong Zhao, Jie Li, Jie Cao, Shaoqing Li

Abstract read
In one paragraph

Article in Medicine, 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

The trial behind it

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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

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

6 authors.

Ningning XieDepartment of Laboratory, Cangzhou Central Hospital, Cangzhou City, Hebei Province, China.ORCID 0009-0007-5670-249
Fang GaoDepartment of Endocrine, Cangzhou Central Hospital, Cangzhou City, Hebei Province, China.
Weidong ZhaoDepartment of Obstetrics, Cangzhou Integrated Traditional Chinese and Western Medicine Hospital, Cangzhou City, Hebei Province, China.
Jie LiDepartment of Physical Therapy, Cangzhou Central Hospital, Cangzhou City, Hebei Province, China.
Jie CaoDepartment of Obstetrics, Cangzhou Integrated Traditional Chinese and Western Medicine Hospital, Cangzhou City, Hebei Province, China.
Shaoqing LiDepartment of Endocrine, Cangzhou Central Hospital, Cangzhou City, Hebei Province, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aimed to investigate the association between heart rate variability (HRV) and the risk of early kidney damage (EKD) among hypertensive patients, with particular emphasis on the mediating role of low-density lipoprotein cholesterol (LDL-C). This retrospective cohort study included 1250 hypertensive patients treated between 2015 and 2020 in Hebei Province, China, with follow-up data available through December 31, 2022. Participants were followed through routine clinical visits and electronic medical record review, during which renal function indicators were periodically reassessed. Baseline HRV was measured using 24-hour Holter monitoring, with the standard deviation of all normal-to-normal intervals (SDNN) as the primary HRV index. Cox proportional hazards models were used to estimate hazard ratios for EKD, adjusting for demographic, lifestyle, clinical, and laboratory factors. Exploratory mediation analysis assessed the indirect association via lipid parameters. Higher HRV was significantly associated with an increased risk of EKD. In the fully adjusted model, participants in the highest HRV quartile had approximately twice the EKD risk compared with those in the lowest quartile (hazard ratio = 2.00, 95% confidence interval: 1.85-2.15). Low-density lipoprotein cholesterol statistically explained 22.5% of the association between HRV and EKD. Sensitivity analyses, including medication adjustment, alternative HRV metrics, spline modeling, competing-risk regression, and age stratification, confirmed the robustness of the findings. Elevated HRV, measured by 24-hour Holter-derived SDNN, was associated with increased EKD risk in hypertensive patients, with LDL-C acting as a significant intermediary factor. These findings highlight the potential value of integrating autonomic function assessment and lipid monitoring in early renal risk stratification among hypertensive populations.

Indexed as

Cholesterol, LDLHeart RateHypertensionKidney DiseasesLipidsAgedChinaCohort StudiesElectrocardiography, AmbulatoryFemaleHumansMaleMiddle AgedProportional Hazards ModelsRetrospective StudiesRisk FactorsCholesterol, LDLLipidsblood lipid levelscohort studyearly kidney damageheart rate variabilityhypertension

Identifiers

PMID41961667
PMCPMC13593290

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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 OpenQuestion graph.