ReviewFrontiers in surgery2022
The prognostic role of lymph node ratio in breast cancer patients received neoadjuvant chemotherapy: A dose-response meta-analysis.
Review in Frontiers in surgery, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 2 of them syntheses that pooled it.
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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
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.
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Who cites it
12 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Prognostic value of lymph node ratio in patients with non-small cell lung cancer: a systematic review and meta-analysis.Frontiers in oncology · 2025Pooled it
- The prognostic values of lymph node ratio for gynecological cancer: a systematic review and meta-analysis.Frontiers in oncology · 2024Pooled it
- Accurate assessment of surgical HER2-low status based on core needle biopsy data of breast cancer.Diagnostic and prognostic research · 2026Article
- Clinicopathological and Immunohistochemical Correlation of Stromal CD10 Expression in Invasive Breast Carcinoma: A Prospective Observational Study.Iranian journal of pathology · 2026Article
- Prognostic value of metastatic lymph-node ratio and log-odds of positive nodes after neoadjuvant chemotherapy in breast cancer.World journal of surgical oncology · 2026Article
- Issues and missed opportunities in lymph node assessment after neoadjuvant chemotherapy.The Journal of pathology · 2025Review
- Exploring the Microbiome in Breast Cancer: The Role ofMicroorganisms · 2025Review
- Personalized multifactorial risk assessment in neoadjuvant-treated breast carcinoma.Breast cancer research and treatment · 2025Article
- Predictive and Prognostic Values of Glycoprotein 96, Androgen Receptors, and Extranodal Extension in Sentinel Lymph Node-Positive Breast Cancer: An Immunohistochemical Retrospective Study.Journal of clinical medicine · 2024Article
- Pretreatment Circulating Albumin, Platelet, and RDW-SD Associated with Worse Disease-Free Survival in Patients with Breast Cancer.Breast cancer (Dove Medical Press) · 2024Article
- Molecular and metabolic orchestration of the lymphatic vasculature in physiology and pathology.Nature communications · 2023Review
- Lymph node ratio as an indicator of nodal status in the assessment of survival and recurrence in vulvar cancer: A cohort study.Women's health (London, England)Article
Corrections and comments
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Authors and funding
11 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: As neoadjuvant chemotherapy is widely used in breast cancer patients, the lymph node ratio has not been fully validated as a prognostic indicator of breast cancer received neoadjuvant chemotherapy. This study was conducted to investigate the prognostic value of lymph node ratio in breast cancer patients received neoadjuvant chemotherapy. Methods: Systematic searches were performed in the PubMed, Embase, and Cochrane Library databases until 15 December 2021 for studies on the association between lymph node ratio and the prognosis of breast cancer after neoadjuvant chemotherapy. Overall survival and disease-free survival were used as outcome events, and hazard ratio was chosen as the parameter to evaluate the correlation. The dose-response relationship was assessed by restricted cubic splines. In the subgroup analyses, which were used to explore potential heterogeneity among the included studies according to study region and sample size. Sensitivity analysis was performed to assess the stability of individual studies, and publication bias was determined with funnel plots, Begg's test, and Egger's test. All statistical analyses were performed using Stata 15.1. Results: A total of 12 studies with 4,864 patients were included in this meta-analysis. In this study, high lymph node ratio was significantly associated with decreased overall survival (HR: 4.74; 95%CI: 3.36-6.67; Conclusions: The meta-analysis suggested that high lymph node ratio was significantly associated with short overall survival and disease-free survival in breast cancer patients after neoadjuvant chemotherapy. Therefore, lymph node ratio is an independent predictive factor for the prognosis of breast cancer patients after neoadjuvant chemotherapy, which may better refine the cancer staging system.
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