ArticleCancer science2020
Low immune index correlates with favorable prognosis but with reduced benefit from chemotherapy in gallbladder cancer.
Article in Cancer science, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed, 14 citations in OpenAlex.
- Research progress on prognostic factors of gallbladder carcinoma.Journal of cancer research and clinical oncology · 2024Review
- Identification of INSRR as an immune-related gene in the tumor microenvironment of glioblastoma by integrated bioinformatics analysis.Medical oncology (Northwood, London, England) · 2023Article
- Multi-clinical index classifier combined with AI algorithm model to predict the prognosis of gallbladder cancer.Frontiers in oncology · 2023Article
- [CD40LG is a novel immune- and stroma-related prognostic biomarker in the tumor microenvironment of invasive breast cancer].Nan fang yi ke da xue xue bao = Journal of Southern Medical University · 2022Article
- Review
- Pancancer Analysis of RevealedDisease markers · 2022Article
- Integrating Machine Learning and Tumor Immune Signature to Predict Oncologic Outcomes in Resected Biliary Tract Cancer.Annals of surgical oncology · 2021Article
- Diversity and intratumoral heterogeneity in human gallbladder cancer progression revealed by single-cell RNA sequencing.Clinical and translational medicine · 2021Article
- Prognostic Nomograms to Predict Survival of Patients with Resectable Gallbladder Cancer: A Surveillance, Epidemiology, and End Results (SEER)-Based Analysis.Medical science monitor : international medical journal of experimental and clinical research · 2021Article
- Low immune index correlates with favorable prognosis but with reduced benefit from chemotherapy in gallbladder cancer.Cancer science · 2020Article
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Authors and funding
16 authors at 2 institutions in 1 country.
Funding
Abstract
Use of immune index is a new potential approach for cancer classification and prediction. To investigate the status and clinical effect of immune index in gallbladder cancer (GBC), 238 GBC patients from Zhongshan Hospital affiliated to Fudan University were involved in the present study, including 113 patients in a training set and 125 patients in a validation set. Five immune cells (macrophages, neutrophils, regulatory T cells, cytotoxic T cells and mast cells) were selected based on a literature review and the immune index for each patient was calculated using the LASSO regression. A low immune index (<1) was defined as immunotype A and a high immune index (≥1) was defined as immunotype B. The 5-year overall survival rate for immunotype A was higher than that for immunotype B in the training set and the validation set (70.0% vs 37.0%, P < 0.001; 68.9% vs 47.5%, P = 0.002; respectively). Moreover, the immune index showed higher prediction efficiency compared with all the single immune cells which we selected. When combined with the immune index, the areas under the curve (AUC) of the TNM staging system in both sets were elevated from 0.677 to 0.787 and from 0.631 to 0.694, respectively. Interestingly, gemcitabine-based chemotherapy only benefits stage II patients of immunotype B and stage III patients of both immunotype A and immunotype B (P = 0.015, P = 0.030, P = 0.011, respectively) but does not work in stage II patients of immunotype A (P = .307). Taken together, the immune index could effectively predict prognosis and the benefits of gemcitabine-based chemotherapy and might improve on the TNM staging system.
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