Evidence mapPaperPMID 41706276Full record

ArticleMolecular and cellular biochemistry2026

Association between neutrophil percentage-to-albumin ratio and all-cause mortality in patients post-cardiac surgery: a retrospective cohort study.

Shu-Bin Lv, Qiong Lv, Di Luo

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Article in Molecular and cellular biochemistry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing 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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1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Shu-Bin LvElectrocardiogram Department, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, No. 24 of Jinghua Road, Jianxi District, Luoyang, 471003, China. freedomo729@163.com.
Qiong LvElectrocardiogram Department, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, No. 24 of Jinghua Road, Jianxi District, Luoyang, 471003, China.
Di LuoEmergency Department, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, 471003, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The neutrophil percentage-to-albumin ratio (NPAR) has emerged as a potential prognostic biomarker in the context of cardiac surgery. This study aimed to evaluate the association between NPAR and all-cause mortality (ACM) among patients undergoing cardiac surgery, with the goal of identifying high-risk groups and informing prognostic assessments. Data were extracted from the Medical Information Mart for Intensive Care IV (MIMIC-IV, version 3.1) database. Participants were categorized into tertiles based on NPAR values. The primary outcomes were 30-day ACM and 360-day ACM following cardiac surgery. Cox proportional hazards regression and restricted cubic splines (RCS) models were utilized to assess the relationship between NPAR and mortality risk. Kaplan-Meier (K-M) survival analyses were conducted to compare survival probabilities across NPAR tertiles, and subgroup analyses were performed to examine consistency across different strata. A total of 2,101 patients were included in the analysis, of whom 70% were male. The 30-day and 360-day ACM rates were 2% and 6%, respectively. Higher NPAR levels were independently associated with increased risks of both 30-day ACM (adjusted hazard ratio [HR], 2.51; 95% confidence interval [CI] 1.01–6.24) and 360-day ACM (adjusted HR, 2.19; 95% CI 1.29–3.73). The RCS models demonstrated a positive, linear association between NPAR and mortality risk. K-M analyses demonstrated significantly lower survival probabilities in the highest NPAR tertile. Subgroup analyses showed no significant interaction effects. Elevated NPAR values were independently associated with increased risks of 30-day and 360-day ACM following cardiac surgery. These findings suggest that NPAR may be a valuable marker for identifying high-risk patients and improving postoperative risk stratification.

Indexed as

Cardiac Surgical ProceduresNeutrophilsAgedBiomarkersFemaleHumansMaleMiddle AgedPrognosisRetrospective StudiesBiomarkersAll-cause mortalityMIMIC-IV databaseNeutrophil percentage-to-albumin ratioPost-cardiac surgery

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Registered trials

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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.