Evidence mapPaperPMID 40128894Full record

ArticleDiabetology & metabolic syndrome2025

Association between monocyte-to-lymphocyte ratio and cardiovascular diseases: insights from NHANES data.

Xiaowan Li, Liyan Zhang, Yingying Du, Yiru Shen, Yuanzhi Gong, Junjie Wang, Juan Zhou, Sheng Wang

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 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing 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

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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

15 citing papers in PubMed.

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4 · The record

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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

8 authors.

Xiaowan Li *Intensive Care Medical Center, Tongji Hospital, School of Medicine, Tongji University, Shanghai, 200065, China.
Liyan Zhang *Intensive Care Medical Center, Tongji Hospital, School of Medicine, Tongji University, Shanghai, 200065, China.
Yingying Du *Intensive Care Medical Center, Tongji Hospital, School of Medicine, Tongji University, Shanghai, 200065, China.
Yiru ShenIntensive Care Medical Center, Tongji Hospital, School of Medicine, Tongji University, Shanghai, 200065, China.
Yuanzhi GongIntensive Care Medical Center, Tongji Hospital, School of Medicine, Tongji University, Shanghai, 200065, China.
Junjie WangDepartment of Critical Care Medicine, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, 200072, China.
Juan ZhouIntensive Care Medical Center, Tongji Hospital, School of Medicine, Tongji University, Shanghai, 200065, China. 13540188841@163.com.
Sheng WangIntensive Care Medical Center, Tongji Hospital, School of Medicine, Tongji University, Shanghai, 200065, China. wangsheng@tongji.edu.cn.

Funding

the Clinical Science and Technology Innovation Plan of the Shanghai Hospital Development Center Foundation SHDC22023234the National Natural Science Foundation of China 81871540
6 · The paper itself

Abstract

backgroundThis study intends to examine any possible correlation between monocyte-to-lymphocyte ratio (MLR) and cardiovascular diseases (CVD).

methodsData from the 1999-2020 National Health and Nutrition Examination Survey (NHANES) in the USA were analyzed. Heart attacks, angina pectoris, congestive heart failure (CHF), coronary heart disease (CHD), and stroke were all covered by CVD. The independent relationships between these cardiovascular events and MLR levels, as well as other inflammatory indices (system inflammation response index (SIRI), aggregate index of systemic inflammation (AISI), and C-reactive protein-to-albumin ratio (CAR)), were investigated. Furthermore, interaction tests and subgroup analysis were performed. Diagnostic capacities were also predicted and compared using receiver operating characteristic (ROC) curves.

resultsMales made up 49.63% of the 46,289 people who were recruited in this study. The prevalence of CVD and its events were as follows: CHF at 2.99%, CHD at 3.72%, angina pectoris at 2.57%, heart attacks at 3.94%, and stroke at 3.48%, with CVD itself at 7.98%. MLR and CVD were positively correlated. Specifically, smooth curve fittings also found a non-linear relationship between MLR and CVD. Moreover, higher MLR levels were linked to increased rates of CHF, CHD, and strokes. SIRI was also found to have a positive correlation with CVD. MLR outperformed other inflammatory indices (SIRI, AISI, and CAR) in terms of discriminative capacity and accuracy in predicting CVD, CHF, CHD, angina pectoris, heart attack, and stroke, according to ROC analysis.

conclusionsCompared with other inflammatory indicators (SIRI, AISI, and CAR), MLR appears to be a better inflammatory index for predicting CVD, CHF, CHD, angina pectoris, heart attack, and stroke. American adults with elevated MLR and SIRI should be aware of the possible harm caused by CVD. Causal inference is, however, limited by the cross-sectional design and dependence on self-reported data. Further longitudinal studies are needed to validate these findings.

Indexed as

Cardiovascular diseaseCross-sectional studyMonocyte-to-lymphocyte ratioNHANESPopulation-based study

Identifiers

PMID40128894
PMCPMC11931847

What Socratic holds

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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.