Identification and Validation of Stromal Immunotype Predict Survival and Benefit from Adjuvant Chemotherapy in Patients with Muscle-Invasive Bladder Cancer
- PMID: 29514839
- DOI: 10.1158/1078-0432.CCR-17-2687
Identification and Validation of Stromal Immunotype Predict Survival and Benefit from Adjuvant Chemotherapy in Patients with Muscle-Invasive Bladder Cancer
Abstract
Purpose: This study aims to construct the stromal immunotype, which could improve the prediction of postsurgical survival and adjuvant platinum-based chemotherapy in muscle-invasive bladder cancer (MIBC).Experimental Design: A total of 118 patients with MIBC from Shanghai Cancer Center, 140 patients with MIBC from Zhongshan Hospital, and 287 patients with MIBC from TCGA cohort were included in the study. Immune cell infiltration was evaluated by IHC staining or CIBERSORT method. Five immune features were selected out of 22 immune features to construct immunotypes based on the LASSO Cox regression model.Results: Using the LASSO model, we classified patients with MIBC into stromal immunotype A subgroup (CTLhighNKhighTreglowMacrophagelowMClow) and stromal immunotype B subgroup (CTLlowNKlowTreghighMacrophagehighMChigh). Significant differences were found between immunotype A and immunotype B in the combined cohort with 5-year overall survival (OS, 76.0% vs. 44.0%; P < 0.001) and 5-year disease-free survival (DFS, 62.8% vs. 48.3%; P < 0.001). Stromal immunotype was revealed to be an independent prognostic indicator in multivariate analysis in all cohorts separately. Either OS or DFS was not improved by adjuvant chemotherapy (ACT) in pT2 stage patients or pT3+pT4 patients, but further analysis revealed that OS and disease-free was significantly improved by ACT in pT3+pT4 patients (P = 0.016 and P = 0.006, respectively). Finally, stromal immunotype A showed higher immune checkpoint molecules (PD-L1, PD-1, and CTLA-4) expression.Conclusions: The stromal immunotypes could effectively predict survival and recurrence of MIBC. Furthermore, the immunotypes might be a practical predictive tool to identify pT3+pT4 patients who would benefit from ACT. Clin Cancer Res; 24(13); 3069-78. ©2018 AACR.
©2018 American Association for Cancer Research.
Comment in
-
Re: Identification and Validation of Stromal Immunotype Predict Survival and Benefit from Adjuvant Chemotherapy in Patients with Muscle-Invasive Bladder Cancer.J Urol. 2020 Sep;204(3):617. doi: 10.1097/JU.0000000000001175.01. Epub 2020 Jun 30. J Urol. 2020. PMID: 32603207 No abstract available.
Similar articles
-
Identification of prognostic biomarkers associated with stromal cell infiltration in muscle-invasive bladder cancer by bioinformatics analyses.Cancer Med. 2020 Oct;9(19):7253-7267. doi: 10.1002/cam4.3372. Epub 2020 Aug 12. Cancer Med. 2020. PMID: 32786144 Free PMC article.
-
B4GALT1 expression predicts prognosis and adjuvant chemotherapy benefits in muscle-invasive bladder cancer patients.BMC Cancer. 2018 May 24;18(1):590. doi: 10.1186/s12885-018-4497-0. BMC Cancer. 2018. PMID: 29793447 Free PMC article.
-
CD19+ tumor-infiltrating B-cells prime CD4+ T-cell immunity and predict platinum-based chemotherapy efficacy in muscle-invasive bladder cancer.Cancer Immunol Immunother. 2019 Jan;68(1):45-56. doi: 10.1007/s00262-018-2250-9. Epub 2018 Sep 26. Cancer Immunol Immunother. 2019. PMID: 30259082 Free PMC article.
-
Prognostic Implications of Immunohistochemical Biomarkers in Non-muscle-invasive Blad Cancer and Muscle-invasive Bladder Cancer.Mini Rev Med Chem. 2020;20(12):1133-1152. doi: 10.2174/1389557516666160512151202. Mini Rev Med Chem. 2020. PMID: 27173513 Review.
-
Combination Therapy With Immune Checkpoint Inhibitors in Urothelial Carcinoma: Current Data and Future Outlook.Oncology (Williston Park). 2021 Jul 15;35(7):410-420. doi: 10.46883/ONC.2021.3507.0410. Oncology (Williston Park). 2021. PMID: 34264569 Review.
Cited by
-
Targeting a positive regulatory loop in the tumor-macrophage interaction impairs the progression of clear cell renal cell carcinoma.Cell Death Differ. 2021 Mar;28(3):932-951. doi: 10.1038/s41418-020-00626-6. Epub 2020 Oct 2. Cell Death Differ. 2021. PMID: 33009518 Free PMC article.
-
Low immune index correlates with favorable prognosis but with reduced benefit from chemotherapy in gallbladder cancer.Cancer Sci. 2020 Jan;111(1):219-228. doi: 10.1111/cas.14239. Epub 2019 Dec 12. Cancer Sci. 2020. PMID: 31729088 Free PMC article.
-
Identification and Validation of Tumor Stromal Immunotype in Patients With Hepatocellular Carcinoma.Front Oncol. 2019 Aug 6;9:664. doi: 10.3389/fonc.2019.00664. eCollection 2019. Front Oncol. 2019. PMID: 31448222 Free PMC article.
-
Identifying prognostic signatures in the microenvironment of prostate cancer.Transl Androl Urol. 2021 Nov;10(11):4206-4218. doi: 10.21037/tau-21-819. Transl Androl Urol. 2021. PMID: 34984186 Free PMC article.
-
Comprehensively analysis of immunophenotyping signature in triple-negative breast cancer patients based on machine learning.Front Pharmacol. 2023 Jun 23;14:1195864. doi: 10.3389/fphar.2023.1195864. eCollection 2023. Front Pharmacol. 2023. PMID: 37426809 Free PMC article.
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Research Materials