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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...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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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. |
format | Online Article Text |
id | pubmed-8009185 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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