Evidence map›Paper›PMID 40148888›Full record

ArticleDiabetology & metabolic syndrome2025

Prognostic effect of neutrophil percentage-to-albumin ratio (NPAR) on all-cause and cardiovascular mortality in diabetic kidney disease (DKD): NHANES 1999-2018.

Juntao Tan, Jinglong Du, Jiaxiu Liu, Wenlong Zhao, Yanbing Liu

Abstract read
In one paragraph

Article in Diabetology & metabolic syndrome, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

  1. Article
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  4. Review
  5. Article
  6. Article
  7. Characterization of gut microbiota in patients with diabetic kidney disease.Frontiers in cellular and infection microbiology · 2026
    Article
  8. Article
  9. Article
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  11. Article
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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.

Juntao TanCollege of Medical Informatics, Chongqing Medical University, Chongqing, 400016, China.
Jinglong DuCollege of Medical Informatics, Chongqing Medical University, Chongqing, 400016, China.
Jiaxiu LiuCollege of Medical Informatics, Chongqing Medical University, Chongqing, 400016, China.
Wenlong ZhaoCollege of Medical Informatics, Chongqing Medical University, Chongqing, 400016, China.
Yanbing LiuCollege of Medical Informatics, Chongqing Medical University, Chongqing, 400016, China. liuyb@cqmu.edu.cn.

Funding

Banan District Science and Technology Bureau of Chongqing Municipality BNWJ202300106Chongqing medical scientific research project (Joint project of Chongqing Health Commission and Science and Technology Bureau) 2024QNXM017Scientific and Technological Research Program of Chongqing Municipal Education Commission KJQN202300454
6 · The paper itself

Abstract

backgroundThis study aimed to evaluate the associations between neutrophil percentage-to-albumin ratio (NPAR) and both all-cause and cardiovascular mortality in diabetic kidney disease (DKD) patients.

methodsThe data for this study were sourced from the National Health and Nutrition Examination Survey (NHANES) 1999-2018. Weighted logistic regression, Cox proportional hazards model, and Fine-Gray competing risk model were used to assess the association between NPAR and both all-cause and cardiovascular mortality in DKD patients.

resultsA total of 2,699 participants were enrolled in this study. Cox regression analysis revealed that elevated NPAR levels were associated with a higher risk of all-cause mortality in all participants (HR: 2.17, 95%CI: 1.83-2.58). Meanwhile, a significant difference in cardiovascular mortality was observed in males (HR: 1.83, 95%CI: 1.42-2.38) but not in females. Finally, the adjusted Fine-Gray model identified NPAR as an independent predictor of cardiovascular mortality in males (SHR: 1.86 95%CI: 1.28-2.72) but not in females.

conclusionsIn a nationally representative sample of DKD participants in the US, a significant association was detected between elevated NPAR and increased all-cause and cardiovascular mortality. In addition, gender differences in the relationship between NPAR and both all-cause and cardiovascular mortality were also observed.

Indexed as

All-cause mortalityCardiovascular mortalityDiabetic kidney diseaseNeutrophil percentage-to-albumin ratioNHANES

Identifiers

PMID40148888
PMCPMC11951754

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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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.