Evidence map›Paper›PMID 40696000›Full record

ArticleScientific reports2025

Neutrophil percentage-to-albumin ratio is associated with all cause and cardiovascular disease mortality in chronic kidney disease based on NHANES 2001-2018.

Ming Liu, Yunpeng Gou, Ping Yang

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Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers in PubMed
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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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2 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Ming LiuDepartment of Pediatric Surgery, Suining Central Hospital, No. 127 of Desheng West Road, Chuanshan District, Suining, Sichuan Province, 629000, China.
Yunpeng GouDepartment of Pediatric Surgery, Suining Central Hospital, No. 127 of Desheng West Road, Chuanshan District, Suining, Sichuan Province, 629000, China.
Ping YangDepartment of Pediatric Surgery, Suining Central Hospital, No. 127 of Desheng West Road, Chuanshan District, Suining, Sichuan Province, 629000, China. 13320245381@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aimed to evaluate the association between neutrophil percentage-to-albumin ratio (NPAR) and both all-cause and cardiovascular disease (CVD) mortality in patients with chronic kidney disease (CKD). Data from 7854 CKD patients aged ≥ 20 years were analyzed using the National Health and Nutrition Examination Survey (NHANES) data from 2001 to 2018. Weighted Cox proportional hazards models, subgroup analyses, smoothed curve fitting, and Kaplan-Meier survival curves were employed to examine the association between NPAR and mortality risk. Additionally, Receiver operating characteristic (ROC) curves were used to compare NPAR's predictive performance against traditional inflammatory markers. During a median follow-up of 79 months, there were 2795 all-cause deaths and 1019 CVD deaths. A U-shaped association was identified between NPAR and all-cause mortality, with an inflection point at NPAR = 12. Below this threshold, higher NPAR was associated with lower mortality risk (HR: 0.94, 95% CI 0.90-0.99); above it, increased NPAR corresponded to higher risk (HR: 1.14, 95% CI 1.12-1.16). Additionally, NPAR exhibited a positive association with CVD mortality (HR: 1.08, 95% CI 1.04-1.12). Compared to the lowest quartile, the highest NPAR quartile demonstrated significantly increased risks of all-cause mortality (HR: 2.24, 95% CI 1.88-2.66) and CVD mortality (HR: 1.91, 95% CI 1.42-2.58). ROC curve analysis demonstrated NPAR's superior predictive capability compared to traditional inflammatory markers. NPAR exhibits significant associations with mortality outcomes in patients with CKD and surpasses traditional inflammatory markers in predicting mortality risk, highlighting its potential clinical value as a simple and cost-effective prognostic indicator.

Indexed as

Cardiovascular DiseasesNeutrophilsRenal Insufficiency, ChronicSerum AlbuminAdultAgedBiomarkersCause of DeathFemaleHumansKaplan-Meier EstimateMaleMiddle AgedNutrition SurveysProportional Hazards ModelsRisk FactorsBiomarkersSerum AlbuminAll-cause mortalityCardiovascular disease mortalityChronic kidney diseaseNeutrophil percentage-to-albumin ratioNHANES

Identifiers

PMID40696000
PMCPMC12283933

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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.