Evidence map›Paper›PMID 40594878›Full record

ArticleScientific reports2025

Association between inflammation indicators and albuminuria in US adults: a cross-sectional study.

Xinyu Ma, Yetao Qian, Chenhao Qian, Hongyu Lin, Yuanshui Sun

Abstract read
In one paragraph

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 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. 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

5 authors.

Xinyu MaCollege of Integrated Traditional Chinese and Western Clinical Medicine, Tongde Hospital of Zhejiang Provincial Affiliated to Zhejiang Chinese Medical University, Hangzhou, 310000, Zhejiang, China.
Yetao QianCollege of Integrated Traditional Chinese and Western Clinical Medicine, Tongde Hospital of Zhejiang Provincial Affiliated to Zhejiang Chinese Medical University, Hangzhou, 310000, Zhejiang, China.
Chenhao QianCollege of Integrated Traditional Chinese and Western Clinical Medicine, Tongde Hospital of Zhejiang Provincial Affiliated to Zhejiang Chinese Medical University, Hangzhou, 310000, Zhejiang, China.
Hongyu LinSecond School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, 310000, Zhejiang, China.
Yuanshui SunTongde Hospital of Zhejiang Provincial Affiliated to Zhejiang Chinese Medical University, Hangzhou, 310000, Zhejiang, China. 202311122511629@zcmu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Previous studies have established associations between the C-reactive protein to lymphocyte ratio (CLR), inflammatory load index (IBI), and neutrophil to albumin ratio (NAR) with various conditions. However, the evidence for such associations in individuals with albuminuria remains unclear. This study aimed to investigate the relationship between inflammatory biomarkers and the presence of albuminuria by utilizing data derived from the National Health and Nutrition Examination Survey (NHANES). Participants were classified into two groups according to their urinary albumin-to-creatinine ratio (UACR): those who presented with albuminuria and those who did not. The association between inflammatory biomarkers and the occurrence of albuminuria was assessed through multivariate regression models. To explore possible non-linear relationships, restricted cubic spline (RCS) analysis was applied. Furthermore, subgroup and sensitivity analyses were conducted to ensure the reliability and consistency of the findings. The study included 18,876 participants, of whom 2,321 were classified in the albuminuria group and 16,555 in the non-albuminuria group. The results from a fully adjusted logistic regression model indicated a significant positive relationship between the natural logarithm-transformed inflammatory markers-Ln-CLR, Ln-IBI, and Ln-NAR-and the risk of presence albuminuria. Specifically, each unit increase in Ln-CLR, Ln-IBI, and Ln-NAR was linked with a 12%, 15%, and 79% heightened risk of albuminuria, respectively. RCS analysis showed a linear relationship between Ln-CLR, Ln-IBI and Ln-NAR and albuminuria. Subgroup analyses demonstrated consistent findings across various populations, and numerous sensitivity tests confirmed the reliability of these outcomes. This study demonstrates a positive correlation between CLR, IBI, and NAR and the presence albuminuria in US adults. Given these results, early monitoring of these inflammatory markers in high-risk populations is essential for identifying the onset of albuminuria and mitigating kidney damage progression.

Indexed as

AlbuminuriaInflammationAdultAgedBiomarkersC-Reactive ProteinCreatinineCross-Sectional StudiesFemaleHumansLymphocytesMaleMiddle AgedNeutrophilsNutrition SurveysUnited StatesBiomarkersC-Reactive ProteinCreatinineAlbuminuriaCross-sectional studyInflammation indicatorsNHANES

Identifiers

PMID40594878
PMCPMC12214571

What OpenQuestion 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 OpenQuestion graph.