ArticlePeerJ2024
Prognostic value of a modified pathological staging system for gastric cancer based on the number of retrieved lymph nodes and metastatic lymph node ratio.
Article in PeerJ, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Prognostic impact of lymph node ratio after suboptimal lymphadenectomy in gastric cancer: a retrospective cohort study with interaction analysis.World journal of surgical oncology · 2026Article
- Prognostic value of PLN, LNR, and LODDS in advanced colorectal signet ring cell carcinoma.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026Article
- Optimizing gastric cancer treatment: the role of LODDs in lymph node staging.Frontiers in oncology · 2026Article
- Historical evolution and current research status of lymph node staging in gastric cancer: a review.World journal of surgical oncology · 2025Review
- Defining Optimal Lymph Node Yield in Gastrectomy: A Real-World Cohort Analysis.World journal of surgical oncology · 2025Article
- Article
- Development and validation of a Log odds of negative lymph nodes/T stage ratio-based prognostic model for gastric cancer.Frontiers in oncology · 2025Article
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Authors and funding
5 authors.
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Abstract
Aim: The prognosis for gastric cancer (GC) remains grim, underscoring the importance of accurate staging and treatment. Given the potential benefits of using lymph node ratio (LNR) for improved prognostication and treatment planning, it is critical to incorporate examined lymph nodes (ELN) count in an integrated GC staging system. Methods: Patients data from the Surveillance, Epidemiology, and End Results (SEER) database between 2010 and 2015 was utilized as training set. The Mantel-Cox survival test was used to calculate chi-square values for 40 LNR segments with a 0.025 interval, defining a novel LNR-based N (rN) classification based on the cutoff points. A revised AJCC (rAJCC) staging system was established by replacing the 8th AJCC N staging with a rN classification. The relationship between the ELN count and prognosis or positive lymph node detection was conducted by using multivariable models. The series of the odds ratios and hazard ratios were fitted with a locally weighted scatterplot smoothing (LOWESS) smoother, and the structural break points were determined by Chow test to clarify an optimal minimum ELN count. The integrated GC staging system incorporated both rAJCC system and the ideal ELN count. Discriminatory ability and prognostic homogeneity of the rAJCC and integrated staging system was compared with AJCC staging system in the SEER validation set (2016-2017), the Cancer Genome Atlas Program (TCGA) database, and the Third Affiliated Hospital of Sun Yat-sen University database. Results: The current study found that LNR and ELN count are both significantly associated with the prognosis of GC patients (HR = 0.98, Conclusion: The development of a novel GC staging system, which integrated the LNR-based N classification and the minimum ELN count, has exhibited superior prognostic accuracy, holding promise as a valuable asset in the clinical management of GC. However, it is crucial to recognize the limitations from the retrospective database, which should be addressed in subsequent analyses.
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