ArticleDiabetology & metabolic syndrome2025
Association between monocyte-to-lymphocyte ratio and cardiovascular diseases: insights from NHANES data.
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.
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.
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.
Who cites it
15 citing papers in PubMed.
- Article
- Relationship between monocyte-to-lymphocyte ratio and age-related macular degeneration: Findings from a national cross-sectional study.European journal of ophthalmology · 2026Article
- Association between the monocyte-to-lymphocyte ratio and 28-day all-cause mortality in sepsis-associated delirium patients: a retrospective study and machine learning.BMC infectious diseases · 2026Article
- The value of the monocyte-to-lymphocyte ratio and osteopontin (SPP1) in tuberculosis treatment response monitoring.Scientific reports · 2026Article
- Association between osteoporosis and cardiovascular disease in women and the mediating role of inflammatory biomarkers: based on the NHANES database : Mediating role of inflammatory biomarkers between OP and CVD in women.Immunologic research · 2026Article
- The Clinical Significance and Prognostic Value of Inflammatory Hematological Indices in Young Patients with Coronary Artery Disease.Journal of inflammation research · 2026Article
- Association of Complete Blood Count-Derived Inflammatory Markers with Trouble Sleeping: Evidence from Population Data and Experimental Sleep Deprivation.Nature and science of sleep · 2026Article
- Diagnostic Potential of New Systemic Inflammation Markers (MLR, SIRI, CAR, dNLR, ALB/dNLR) in Predicting the Severity of Pathogenic Signs of Rheumatoid Arthritis.Sovremennye tekhnologii v meditsine · 2026Article
- Integrated machine learning and population attributable fraction analysis of systemic inflammatory indices for mortality risk prediction in diabetes and prediabetes.Annals of medicine · 2025Article
- Associations of inflammatory burden index with the prevalence and mortality of asthma in adults: a population based study.Journal of thoracic disease · 2025Article
- Association between novel Immune-Inflammatory markers and hypertension patients with coronary heart disease: A Cross-Sectional study based on NHANES (2005-2016).BMC cardiovascular disorders · 2025Article
- Association of monocyte-lymphocyte ratio with peripheral arterial disease in US participants: a retrospective cross-sectional study.Frontiers in cardiovascular medicine · 2025Article
- Relationship Between Lymphocyte-Associated Inflammatory Markers and Post-Stroke Cognitive Impairment.Journal of inflammation research · 2025Article
- Association of the monocyte-to-albumin ratio with cardiovascular disease and with all-cause and cardiovascular mortality in the general population.Frontiers in cardiovascular medicine · 2025Article
- Monocyte-to-lymphocyte ratio as a predictor of left ventricular aneurysm in acute STEMI patients.Frontiers in endocrinology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
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
Identifiers
What Socratic holds
Registered trials
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.