Evidence mapPaperPMID 42216404Full record

ArticleMedicine2026

The neutrophil-to-lymphocyte ratio predicts all-cause and cardiovascular mortality in patients with nonalcoholic fatty liver disease: Evidence from the National Health and Nutrition Examination Survey 1999 to 2018.

Zhihang Du, Jinhua Jiang, Xueyu Lv, Ying Hou, Dan 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.

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

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

5 authors.

Zhihang DuThe Department of Cardiology, The Affiliated Hospital of Qingdao University, Qingdao, China.
Jinhua JiangThe Department of Infectious Diseases, The Affiliated Hospital of Qingdao University, Qingdao, China.
Xueyu LvThe Department of Cardiology, The Affiliated Hospital of Qingdao University, Qingdao, China.
Ying HouThe Department of Cardiology, The Affiliated Hospital of Qingdao University, Qingdao, China.
Dan LiThe Department of Cardiology, The Affiliated Hospital of Qingdao University, Qingdao, China.ORCID 0009-0007-3365-1319

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Systemic inflammation, metabolic dysregulation, and thrombotic activity may all contribute to disease progression and prognosis in nonalcoholic fatty liver disease (NAFLD). However, the relative prognostic performance of biomarkers reflecting these pathways remains unclear. This study aimed to compare 3 biologically distinct indices - neutrophil-to-lymphocyte ratio (NLR), neutrophil-to-HDL cholesterol ratio (NHR), and platelet-to-lymphocyte ratio (PLR) - and to investigate the association between the optimal marker and the risk of all-cause and cardiovascular mortality among American adults with NAFLD. This study included 5830 adults with NAFLD from the National Health and Nutrition Examination Survey (1999-2018). Time-dependent receiver operating characteristic (ROC) analyses were performed to compare the discriminative performance of NLR, NHR, and PLR at multiple follow-up time points. Based on comparative results, NLR was selected for subsequent analyses. Cox proportional hazards regression models were used to elucidate the relationship between NLR levels and mortality in NAFLD patients, and stratified analyses were performed to identify patients with higher mortality risk. Restricted cubic spline, Kaplan-Meier curves, Time-dependent receiver operating characteristic curve (ROC) analysis, and sensitivity analyses were also conducted to visualize the association of the NLR with mortality risk. During a median follow-up of 110 months, 1087 all-cause deaths occurred. In time-dependent ROC analysis, NLR consistently demonstrated superior discriminative performance compared with NHR and PLR across all evaluated time points. After adjusting for covariates, compared to participants with lower NLR (≤2.88) levels, those with higher NLR (>2.88) levels had a 56% increased risk for all-cause mortality (hazard ratio 1.56, 95% confidence interval: 1.29-1.89, P < .0001) and 89% higher risk for cardiovascular disease (CVD) mortality (hazard ratio 1.89, 95% confidence interval: 1.39-2.58, P < .0001). The results were robust in subgroup and sensitivity analyses. Kaplan-Meier analysis showed that the survival was significantly worse in the high NLRs group than in the low NLRs group for both total and CVD (both P < .0001). Furthermore, the Restricted cubic spline curve showed a positive linear and reverse L-shaped relationship between NLR and overall mortality and cardiovascular mortality, respectively. This research suggests that NLR is independently associated with all-cause and CVD mortality, and NLR > 2.88 may be a risk factor for mortality.

Indexed as

Cardiovascular DiseasesLymphocytesNeutrophilsNon-alcoholic Fatty Liver DiseaseAdultBiomarkersFemaleHumansMaleMiddle AgedNutrition SurveysPrognosisProportional Hazards ModelsRisk FactorsROC CurveUnited StatesBiomarkersinflammationlymphocytemortalityneutrophilNHANESnonalcoholic fatty liver disease

Identifiers

PMID42216404
PMCPMC13225584

What Socratic holds

Textmetadata
LicenceCC BY-NC
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 Socratic graph.