ArticleTranslational oncology2017
Preoperative Monocyte-to-Lymphocyte Ratio in Peripheral Blood Predicts Stages, Metastasis, and Histological Grades in Patients with Ovarian Cancer.
Article in Translational oncology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 67 papers, 5 of them syntheses that pooled it.
What it found
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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
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Who cites it
67 citing papers in PubMed, 5 syntheses or guidelines pooled it, 126 citations in OpenAlex.
- Prognostic significance of systemic immune-inflammation index in patients with ovarian cancer: a meta-analysis.Frontiers in oncology · 2023Pooled it
- A Clinical Diagnostic Value Analysis of Serum CA125, CA199, and HE4 in Women with Early Ovarian Cancer: Systematic Review and Meta-Analysis.Computational and mathematical methods in medicine · 2022Pooled it
- Prognostic significance of lymphocyte monocyte ratio in patients with ovarian cancer.Medicine · 2020Pooled it
- Pooled it
- The diagnostic efficacy of platelet-to-lymphocyte ratio and neutrophil-to-lymphocyte ratio in ovarian cancer.Inflammation research : official journal of the European Histamine Research Society ... [et al.] · 2017Pooled it
- The potential of CBC-derived ratios (monocyte-to-lymphocyte, neutrophil-to-lymphocyte, and platelet-to-lymphocyte) to predict or diagnose incident TB infection in Tanzanian adolescents.BMC infectious diseases · 2020Trial
- Article
- The value of the monocyte-to-lymphocyte ratio and osteopontin (SPP1) in tuberculosis treatment response monitoring.Scientific reports · 2026Article
- Differential effects of neighborhood ambient PMInternational journal of health geographics · 2026Article
- Molecular and cellular landscapes of the immune microenvironment and multiomic biomarker-sets in platinum-resistant recurrent ovarian cancers.Journal of ovarian research · 2026Review
- Article
- Differential diagnosis of benign and malignant ovarian tumors with combined tumor and systemic inflammation-related markers.Journal of Cancer · 2025Article
- Predictors of lymph node metastasis in resectable pancreatic neuroendocrine neoplasms: a single-center retrospective study.Frontiers in oncology · 2025Article
- Prognostic accuracy of blood cell count ratios in predicting adverse outcomes in crush syndrome patients.Scientific reports · 2024Article
- The Prognostic Significance of CD47, CD68, and CD163 Expression Levels and Their Relationship with MLR and MAR in Locally Advanced and Oligometastatic Nasopharyngeal Carcinoma.Diagnostics (Basel, Switzerland) · 2024Article
- Immune cell composition and its impact on prognosis in children with sepsis.BMC pediatrics · 2024Article
- Unveiling the best predictive models for early‑onset metastatic cancer: Insights and innovations (Review).Oncology reports · 2024Review
- Neutrophil-to-Lymphocyte Ratio (NLR), Platelet-to-Lymphocyte Ratio (PLR) and Monocyte-to-Lymphocyte Ratio (MLR) as Biomarkers in Diagnosis Evaluation of Acute Exacerbation of Chronic Obstructive Pulmonary Disease: A Retrospective, Observational Study.International journal of chronic obstructive pulmonary disease · 2024Observational
- Comparison of the diagnostic efficacy of systemic inflammatory indicators in the early diagnosis of ovarian cancer.Frontiers in oncology · 2024Article
- The role of preoperative hematological inflammatory markers as a predictor of meningioma grade: A systematic review and meta-analysis.Surgical neurology international · 2024Review
7 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
8 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purposeThe monocyte-to-lymphocyte ratio (MLR) has been shown to be associated with the prognosis of various solid tumors. This study sought to evaluate the important value of the MLR in ovarian cancer patients.
methodsA total of 133 ovarian cancer patients and 43 normal controls were retrospectively reviewed. The patients' demographics were analyzed along with clinical and pathologic data. The counts of peripheral neutrophils, lymphocytes, monocytes, and platelets were collected and used to calculate the MLR, neutrophil-to-lymphocyte ratio (NLR). and platelet-to-lymphocyte ratio (PLR). The optimal cutoff value of the MLR was determined by using receiver operating characteristic curve analysis. We compared the MLR, NLR, and PLR between ovarian cancer and normal control patients and among patients with different stages and different grades, as well as between patients with lymph node metastasis and non-lymph node metastasis. We then investigated the value of the MLR in predicting the stage, grade, and lymph node positivity by using logistic regression. The impact of the MLR on overall survival (OS) was calculated by Kaplan-Meier method and compared by log-rank test.
resultsStatistically significant differences in the MLR were observed between ovarian cancer patients and normal controls. However, no difference was found for the NLR and PLR. Highly significant differences in the MLR were found among patients with different stages (stage I-II and stage III-IV), grades (G1 and >G1), and lymph node metastasis status. The MLR was a significant and independent risk factor for lymph node metastasis, as determined by logistic regression. The optimal cutoff value of the MLR was 0.23. We also classified the data according to tumor markers (CA125, CA199, HE4, AFP, and CEA) and conventional coagulation parameters (International Normalized Ratio [INR] and fibrinogen). Highly significant differences in CA125, CA199, HE4, INR, fibrinogen levels, and lactate dehydrogenase were found between the low-MLR group (MLR ≤ 0.23) and the high-MLR group (MLR > 0.23). Correspondingly, dramatic differences were observed between the two groups in OS.
conclusionOur results show that the peripheral blood MLR before surgery could be a significant predictor of advanced stages, advanced pathologic grades, and positive lymphatic metastasis in ovarian cancer patients.
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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 OpenQuestion graph.