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CARD-Associated Risk Score Features the Immune Landscape and Predicts the Responsiveness to Anti-PD-1 Therapy in IDH Wild-Type Gliomas

BACKGROUND: Proteins containing the caspase recruitment domain (CARD) play critical roles in cell apoptosis and immunity. However, the impact of CARD genes in tumor immune cell infiltration, responsiveness to checkpoint immunotherapy, and clinical outcomes of gliomas remains unclear. Here, we explor...

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Autores principales: Li, Depei, Hu, Wanming, Lin, Xiaoping, Zhang, Ji, He, Zhenqiang, Zhong, Sheng, Wen, Xia, Zhang, Peiyu, Jiang, Xiaobing, Duan, Hao, Guo, Chengcheng, Wang, Jian, Zeng, Jing, Chen, Zhongping, Mou, Yonggao, Sai, Ke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8009185/
https://www.ncbi.nlm.nih.gov/pubmed/33796538
http://dx.doi.org/10.3389/fcell.2021.653240
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author Li, Depei
Hu, Wanming
Lin, Xiaoping
Zhang, Ji
He, Zhenqiang
Zhong, Sheng
Wen, Xia
Zhang, Peiyu
Jiang, Xiaobing
Duan, Hao
Guo, Chengcheng
Wang, Jian
Zeng, Jing
Chen, Zhongping
Mou, Yonggao
Sai, Ke
author_facet Li, Depei
Hu, Wanming
Lin, Xiaoping
Zhang, Ji
He, Zhenqiang
Zhong, Sheng
Wen, Xia
Zhang, Peiyu
Jiang, Xiaobing
Duan, Hao
Guo, Chengcheng
Wang, Jian
Zeng, Jing
Chen, Zhongping
Mou, Yonggao
Sai, Ke
author_sort Li, Depei
collection PubMed
description BACKGROUND: Proteins containing the caspase recruitment domain (CARD) play critical roles in cell apoptosis and immunity. However, the impact of CARD genes in tumor immune cell infiltration, responsiveness to checkpoint immunotherapy, and clinical outcomes of gliomas remains unclear. Here, we explore using CARD genes to depict the immune microenvironment and predict the responsiveness of gliomas to anti-PD-1 therapy. METHODS: The genome and transcriptome data of 231 patients with isocitrate dehydrogenase wild-type (IDH-wt) gliomas were retrieved from The Cancer Genome Atlas (TCGA) database to screen CARD genes associated with T lymphocyte infiltration in gliomas. Weighted co-expression network and LASSO penalized regression were employed to generate a CARD-associated risk score (CARS). Two independent and publicly available datasets were used to validate the effectiveness of CARS. RESULTS: The CARS divided the 231 glioma patients into high- and low-risk subgroups with distinct immune microenvironment and molecular features. The high-risk group had high CARS and was characterized by enrichment of dysfunctional T lymphocytes in a profound immunosuppressive microenvironment, whereas the low-risk group had low CARS and exhibited an immune exclusion genotype. Moreover, signaling aberrations including upregulation of PI3K/Akt/mTOR, NF-κB, and TGF-β were found in the high-risk group. In contrast, the activated WNT pathway was more evident in the low-risk group. Furthermore, we found that an elevated CARS indicated a decreased overall survival for IDH-wt gliomas under standard care but a clinical benefit from checkpoint immunotherapy. CONCLUSION: This study developed an immune- and prognosis-relevant risk score, which could be used to enhance our understanding of the heterogeneity of immune microenvironment of gliomas and facilitate to identify patients who will benefit from checkpoint immunotherapy.
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spelling pubmed-80091852021-03-31 CARD-Associated Risk Score Features the Immune Landscape and Predicts the Responsiveness to Anti-PD-1 Therapy in IDH Wild-Type Gliomas Li, Depei Hu, Wanming Lin, Xiaoping Zhang, Ji He, Zhenqiang Zhong, Sheng Wen, Xia Zhang, Peiyu Jiang, Xiaobing Duan, Hao Guo, Chengcheng Wang, Jian Zeng, Jing Chen, Zhongping Mou, Yonggao Sai, Ke Front Cell Dev Biol Cell and Developmental Biology BACKGROUND: Proteins containing the caspase recruitment domain (CARD) play critical roles in cell apoptosis and immunity. However, the impact of CARD genes in tumor immune cell infiltration, responsiveness to checkpoint immunotherapy, and clinical outcomes of gliomas remains unclear. Here, we explore using CARD genes to depict the immune microenvironment and predict the responsiveness of gliomas to anti-PD-1 therapy. METHODS: The genome and transcriptome data of 231 patients with isocitrate dehydrogenase wild-type (IDH-wt) gliomas were retrieved from The Cancer Genome Atlas (TCGA) database to screen CARD genes associated with T lymphocyte infiltration in gliomas. Weighted co-expression network and LASSO penalized regression were employed to generate a CARD-associated risk score (CARS). Two independent and publicly available datasets were used to validate the effectiveness of CARS. RESULTS: The CARS divided the 231 glioma patients into high- and low-risk subgroups with distinct immune microenvironment and molecular features. The high-risk group had high CARS and was characterized by enrichment of dysfunctional T lymphocytes in a profound immunosuppressive microenvironment, whereas the low-risk group had low CARS and exhibited an immune exclusion genotype. Moreover, signaling aberrations including upregulation of PI3K/Akt/mTOR, NF-κB, and TGF-β were found in the high-risk group. In contrast, the activated WNT pathway was more evident in the low-risk group. Furthermore, we found that an elevated CARS indicated a decreased overall survival for IDH-wt gliomas under standard care but a clinical benefit from checkpoint immunotherapy. CONCLUSION: This study developed an immune- and prognosis-relevant risk score, which could be used to enhance our understanding of the heterogeneity of immune microenvironment of gliomas and facilitate to identify patients who will benefit from checkpoint immunotherapy. Frontiers Media S.A. 2021-03-19 /pmc/articles/PMC8009185/ /pubmed/33796538 http://dx.doi.org/10.3389/fcell.2021.653240 Text en Copyright © 2021 Li, Hu, Lin, Zhang, He, Zhong, Wen, Zhang, Jiang, Duan, Guo, Wang, Zeng, Chen, Mou and Sai. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Cell and Developmental Biology
Li, Depei
Hu, Wanming
Lin, Xiaoping
Zhang, Ji
He, Zhenqiang
Zhong, Sheng
Wen, Xia
Zhang, Peiyu
Jiang, Xiaobing
Duan, Hao
Guo, Chengcheng
Wang, Jian
Zeng, Jing
Chen, Zhongping
Mou, Yonggao
Sai, Ke
CARD-Associated Risk Score Features the Immune Landscape and Predicts the Responsiveness to Anti-PD-1 Therapy in IDH Wild-Type Gliomas
title CARD-Associated Risk Score Features the Immune Landscape and Predicts the Responsiveness to Anti-PD-1 Therapy in IDH Wild-Type Gliomas
title_full CARD-Associated Risk Score Features the Immune Landscape and Predicts the Responsiveness to Anti-PD-1 Therapy in IDH Wild-Type Gliomas
title_fullStr CARD-Associated Risk Score Features the Immune Landscape and Predicts the Responsiveness to Anti-PD-1 Therapy in IDH Wild-Type Gliomas
title_full_unstemmed CARD-Associated Risk Score Features the Immune Landscape and Predicts the Responsiveness to Anti-PD-1 Therapy in IDH Wild-Type Gliomas
title_short CARD-Associated Risk Score Features the Immune Landscape and Predicts the Responsiveness to Anti-PD-1 Therapy in IDH Wild-Type Gliomas
title_sort card-associated risk score features the immune landscape and predicts the responsiveness to anti-pd-1 therapy in idh wild-type gliomas
topic Cell and Developmental Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8009185/
https://www.ncbi.nlm.nih.gov/pubmed/33796538
http://dx.doi.org/10.3389/fcell.2021.653240
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