Soluble immune checkpoint-related proteins as predictors of tumor recurrence, survival, and T cell phenotypes in clear cell renal cell carcinoma patients

Abstract Background Immune checkpoint inhibitors have achieved unprecedented success in cancer immunotherapy. With the exception of a few candidate biomarkers, the prognostic role of soluble immune checkpoint-related proteins in clear cell renal cell cancer (ccRCC) patients is largely uninvestigated...

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Main Authors: Qinchuan Wang, Jinhua Zhang, Huakang Tu, Dong Liang, David. W. Chang, Yuanqing Ye, Xifeng Wu
Format: Article
Language:English
Published: BMJ Publishing Group 2019-11-01
Series:Journal for ImmunoTherapy of Cancer
Subjects:
Online Access:http://link.springer.com/article/10.1186/s40425-019-0810-y
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spelling doaj-82fd77773de7480d8e21c4902e8bf0162020-11-25T03:08:28ZengBMJ Publishing GroupJournal for ImmunoTherapy of Cancer2051-14262019-11-01711910.1186/s40425-019-0810-ySoluble immune checkpoint-related proteins as predictors of tumor recurrence, survival, and T cell phenotypes in clear cell renal cell carcinoma patientsQinchuan Wang0Jinhua Zhang1Huakang Tu2Dong Liang3David. W. Chang4Yuanqing Ye5Xifeng Wu6Department of Surgical Oncology, Affiliated Sir Run Run Shaw Hospital and Department of Epidemiology and Health Statistics School of Public Health, Zhejiang University School of MedicineDepartment of Epidemiology, The University of Texas MD Anderson Cancer CenterDepartment of Epidemiology, The University of Texas MD Anderson Cancer CenterDepartment of Pharmaceutical Sciences, Texas Southern UniversityDepartment of Epidemiology, The University of Texas MD Anderson Cancer CenterDepartment of Epidemiology, The University of Texas MD Anderson Cancer CenterDepartment of Epidemiology, The University of Texas MD Anderson Cancer CenterAbstract Background Immune checkpoint inhibitors have achieved unprecedented success in cancer immunotherapy. With the exception of a few candidate biomarkers, the prognostic role of soluble immune checkpoint-related proteins in clear cell renal cell cancer (ccRCC) patients is largely uninvestigated. Methods We profiled the circulating levels of 14 immune checkpoint-related proteins panel (BTLA, GITR, HVEM, IDO, LAG-3, PD-1, PD-L1, PD-L2, Tim-3, CD28, CD80, CD137, CD27 and CTLA-4) and their associations with the risk of recurrence and death in 182 ccRCC patients using a multiplex Luminex assay. Gene expression in tumors from a subset of participating patients (n = 47) and another 533 primary ccRCC from TCGA were analyzed to elucidate potential mechanisms. Our primary endpoint is overall survival; secondary endpoint is recurrence-free survival. Multivariate Cox proportional hazard model, unconditional logistic regression model, and Kaplan-Meier analysis were applied in the study. Results sTIM3 and sLAG3 were significantly associated with advanced (stage III) disease (P < 0.05). sPD-L2 was the strongest predictor of recurrence (HR 2.51, 95%CI 1.46–4.34, P = 9.33E-04), whereas high sBTLA and sTIM3 was associated with decreased survival (HR 6.02, 95%CI 2.0–18.1, P = 1.39E-03 and HR 3.12, 95%CI 1.44–6.75, P = 3.94E-03, respectively). Risk scores based on sTIM3 and sBTLA indicated that the soluble immune checkpoint-related proteins jointly predicted recurrence and death risks of ccRCC (P = 0.01 and 4.44E-04, respectively). Moreover, sLAG3 and sCD28 were found negatively correlated with cytolytic activity of T cells in tumors (rho = −0.31 and − 0.33, respectively). Conclusions Our study provides evidence that soluble immune checkpoint-related proteins may associate with advanced disease, recurrence and survival in ccRCC patients, which highlights the prognostic values of soluble immune checkpoint-related proteins. Future independent validation in prospective studies is warranted.http://link.springer.com/article/10.1186/s40425-019-0810-ySoluble immune checkpoint-related proteinsClear cell renal cell cancerPredictorSurvivalRecurrenceCytolytic activity
collection DOAJ
language English
format Article
sources DOAJ
author Qinchuan Wang
Jinhua Zhang
Huakang Tu
Dong Liang
David. W. Chang
Yuanqing Ye
Xifeng Wu
spellingShingle Qinchuan Wang
Jinhua Zhang
Huakang Tu
Dong Liang
David. W. Chang
Yuanqing Ye
Xifeng Wu
Soluble immune checkpoint-related proteins as predictors of tumor recurrence, survival, and T cell phenotypes in clear cell renal cell carcinoma patients
Journal for ImmunoTherapy of Cancer
Soluble immune checkpoint-related proteins
Clear cell renal cell cancer
Predictor
Survival
Recurrence
Cytolytic activity
author_facet Qinchuan Wang
Jinhua Zhang
Huakang Tu
Dong Liang
David. W. Chang
Yuanqing Ye
Xifeng Wu
author_sort Qinchuan Wang
title Soluble immune checkpoint-related proteins as predictors of tumor recurrence, survival, and T cell phenotypes in clear cell renal cell carcinoma patients
title_short Soluble immune checkpoint-related proteins as predictors of tumor recurrence, survival, and T cell phenotypes in clear cell renal cell carcinoma patients
title_full Soluble immune checkpoint-related proteins as predictors of tumor recurrence, survival, and T cell phenotypes in clear cell renal cell carcinoma patients
title_fullStr Soluble immune checkpoint-related proteins as predictors of tumor recurrence, survival, and T cell phenotypes in clear cell renal cell carcinoma patients
title_full_unstemmed Soluble immune checkpoint-related proteins as predictors of tumor recurrence, survival, and T cell phenotypes in clear cell renal cell carcinoma patients
title_sort soluble immune checkpoint-related proteins as predictors of tumor recurrence, survival, and t cell phenotypes in clear cell renal cell carcinoma patients
publisher BMJ Publishing Group
series Journal for ImmunoTherapy of Cancer
issn 2051-1426
publishDate 2019-11-01
description Abstract Background Immune checkpoint inhibitors have achieved unprecedented success in cancer immunotherapy. With the exception of a few candidate biomarkers, the prognostic role of soluble immune checkpoint-related proteins in clear cell renal cell cancer (ccRCC) patients is largely uninvestigated. Methods We profiled the circulating levels of 14 immune checkpoint-related proteins panel (BTLA, GITR, HVEM, IDO, LAG-3, PD-1, PD-L1, PD-L2, Tim-3, CD28, CD80, CD137, CD27 and CTLA-4) and their associations with the risk of recurrence and death in 182 ccRCC patients using a multiplex Luminex assay. Gene expression in tumors from a subset of participating patients (n = 47) and another 533 primary ccRCC from TCGA were analyzed to elucidate potential mechanisms. Our primary endpoint is overall survival; secondary endpoint is recurrence-free survival. Multivariate Cox proportional hazard model, unconditional logistic regression model, and Kaplan-Meier analysis were applied in the study. Results sTIM3 and sLAG3 were significantly associated with advanced (stage III) disease (P < 0.05). sPD-L2 was the strongest predictor of recurrence (HR 2.51, 95%CI 1.46–4.34, P = 9.33E-04), whereas high sBTLA and sTIM3 was associated with decreased survival (HR 6.02, 95%CI 2.0–18.1, P = 1.39E-03 and HR 3.12, 95%CI 1.44–6.75, P = 3.94E-03, respectively). Risk scores based on sTIM3 and sBTLA indicated that the soluble immune checkpoint-related proteins jointly predicted recurrence and death risks of ccRCC (P = 0.01 and 4.44E-04, respectively). Moreover, sLAG3 and sCD28 were found negatively correlated with cytolytic activity of T cells in tumors (rho = −0.31 and − 0.33, respectively). Conclusions Our study provides evidence that soluble immune checkpoint-related proteins may associate with advanced disease, recurrence and survival in ccRCC patients, which highlights the prognostic values of soluble immune checkpoint-related proteins. Future independent validation in prospective studies is warranted.
topic Soluble immune checkpoint-related proteins
Clear cell renal cell cancer
Predictor
Survival
Recurrence
Cytolytic activity
url http://link.springer.com/article/10.1186/s40425-019-0810-y
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