Cargando…
CMTM Family Genes Affect Prognosis and Modulate Immunocytes Infiltration in Grade II/III Glioma Patients by Influencing the Tumor Immune Landscape and Activating Associated Immunosuppressing Pathways
Lower-grade glioma (LGG) is one of the most common primary tumor types in adults. The chemokine-like factor (CKLF)-like Marvel transmembrane domain-containing (CMTM) family is widely expressed in the immune system and can modulate tumor progression. However, the role of the CMTM family in LGG remain...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8891612/ https://www.ncbi.nlm.nih.gov/pubmed/35252165 http://dx.doi.org/10.3389/fcell.2022.740822 |
_version_ | 1784661929419079680 |
---|---|
author | Wang, Zeyu Zhang, Jingwei Zhang, Hao Dai, Ziyu Liang, Xisong Li, Shuwang Peng, Renjun Zhang, Xun Liu, Fangkun Liu, Zhixiong Yang, Kui Cheng, Quan |
author_facet | Wang, Zeyu Zhang, Jingwei Zhang, Hao Dai, Ziyu Liang, Xisong Li, Shuwang Peng, Renjun Zhang, Xun Liu, Fangkun Liu, Zhixiong Yang, Kui Cheng, Quan |
author_sort | Wang, Zeyu |
collection | PubMed |
description | Lower-grade glioma (LGG) is one of the most common primary tumor types in adults. The chemokine-like factor (CKLF)-like Marvel transmembrane domain-containing (CMTM) family is widely expressed in the immune system and can modulate tumor progression. However, the role of the CMTM family in LGG remains unknown. A total of 508 LGG patients from The Cancer Genome Atlas (TCGA) database were used as a training cohort, and 155 LGG patients from the Chinese Glioma Genome Atlas (CGGA) array database, 142 LGG patients from the CGGA RNA-sequencing database, and 168 LGG patients from the GSE108474 database were used as the validation cohorts. Patients were subdivided into two groups using consensus clustering. The ENET algorithm was applied to build a scoring model based on the cluster model. Finally, ESTIMATE, CIBERSORT, and xCell algorithms were performed to define the tumor immune landscape. The expression levels of the CMTM family genes were associated with glioma grades and isocitrate dehydrogenase (IDH) status. Patients in cluster 2 and the high-risk score group exhibited a poor prognosis and were enriched with higher grade, wild-type IDH (IDH-WT), 1p19q non-codeletion, MGMT promoter unmethylation, and IDH-WT subtype. Patients in cluster 1 and low-risk score group were associated with high tumor purity and reduced immune cell infiltration. Enrichment pathways analysis indicated that several essential pathways involved in tumor progression were associated with the expression of CMTM family genes. Importantly, PD-1, PD-L1, and PD-L2 expression levels were increased in cluster 2 and high-risk groups. Therefore, the CMTM family contributes to LGG progression through modulating tumor immune landscape. |
format | Online Article Text |
id | pubmed-8891612 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-88916122022-03-04 CMTM Family Genes Affect Prognosis and Modulate Immunocytes Infiltration in Grade II/III Glioma Patients by Influencing the Tumor Immune Landscape and Activating Associated Immunosuppressing Pathways Wang, Zeyu Zhang, Jingwei Zhang, Hao Dai, Ziyu Liang, Xisong Li, Shuwang Peng, Renjun Zhang, Xun Liu, Fangkun Liu, Zhixiong Yang, Kui Cheng, Quan Front Cell Dev Biol Cell and Developmental Biology Lower-grade glioma (LGG) is one of the most common primary tumor types in adults. The chemokine-like factor (CKLF)-like Marvel transmembrane domain-containing (CMTM) family is widely expressed in the immune system and can modulate tumor progression. However, the role of the CMTM family in LGG remains unknown. A total of 508 LGG patients from The Cancer Genome Atlas (TCGA) database were used as a training cohort, and 155 LGG patients from the Chinese Glioma Genome Atlas (CGGA) array database, 142 LGG patients from the CGGA RNA-sequencing database, and 168 LGG patients from the GSE108474 database were used as the validation cohorts. Patients were subdivided into two groups using consensus clustering. The ENET algorithm was applied to build a scoring model based on the cluster model. Finally, ESTIMATE, CIBERSORT, and xCell algorithms were performed to define the tumor immune landscape. The expression levels of the CMTM family genes were associated with glioma grades and isocitrate dehydrogenase (IDH) status. Patients in cluster 2 and the high-risk score group exhibited a poor prognosis and were enriched with higher grade, wild-type IDH (IDH-WT), 1p19q non-codeletion, MGMT promoter unmethylation, and IDH-WT subtype. Patients in cluster 1 and low-risk score group were associated with high tumor purity and reduced immune cell infiltration. Enrichment pathways analysis indicated that several essential pathways involved in tumor progression were associated with the expression of CMTM family genes. Importantly, PD-1, PD-L1, and PD-L2 expression levels were increased in cluster 2 and high-risk groups. Therefore, the CMTM family contributes to LGG progression through modulating tumor immune landscape. Frontiers Media S.A. 2022-02-17 /pmc/articles/PMC8891612/ /pubmed/35252165 http://dx.doi.org/10.3389/fcell.2022.740822 Text en Copyright © 2022 Wang, Zhang, Zhang, Dai, Liang, Li, Peng, Zhang, Liu, Liu, Yang and Cheng. https://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 Wang, Zeyu Zhang, Jingwei Zhang, Hao Dai, Ziyu Liang, Xisong Li, Shuwang Peng, Renjun Zhang, Xun Liu, Fangkun Liu, Zhixiong Yang, Kui Cheng, Quan CMTM Family Genes Affect Prognosis and Modulate Immunocytes Infiltration in Grade II/III Glioma Patients by Influencing the Tumor Immune Landscape and Activating Associated Immunosuppressing Pathways |
title | CMTM Family Genes Affect Prognosis and Modulate Immunocytes Infiltration in Grade II/III Glioma Patients by Influencing the Tumor Immune Landscape and Activating Associated Immunosuppressing Pathways |
title_full | CMTM Family Genes Affect Prognosis and Modulate Immunocytes Infiltration in Grade II/III Glioma Patients by Influencing the Tumor Immune Landscape and Activating Associated Immunosuppressing Pathways |
title_fullStr | CMTM Family Genes Affect Prognosis and Modulate Immunocytes Infiltration in Grade II/III Glioma Patients by Influencing the Tumor Immune Landscape and Activating Associated Immunosuppressing Pathways |
title_full_unstemmed | CMTM Family Genes Affect Prognosis and Modulate Immunocytes Infiltration in Grade II/III Glioma Patients by Influencing the Tumor Immune Landscape and Activating Associated Immunosuppressing Pathways |
title_short | CMTM Family Genes Affect Prognosis and Modulate Immunocytes Infiltration in Grade II/III Glioma Patients by Influencing the Tumor Immune Landscape and Activating Associated Immunosuppressing Pathways |
title_sort | cmtm family genes affect prognosis and modulate immunocytes infiltration in grade ii/iii glioma patients by influencing the tumor immune landscape and activating associated immunosuppressing pathways |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8891612/ https://www.ncbi.nlm.nih.gov/pubmed/35252165 http://dx.doi.org/10.3389/fcell.2022.740822 |
work_keys_str_mv | AT wangzeyu cmtmfamilygenesaffectprognosisandmodulateimmunocytesinfiltrationingradeiiiiigliomapatientsbyinfluencingthetumorimmunelandscapeandactivatingassociatedimmunosuppressingpathways AT zhangjingwei cmtmfamilygenesaffectprognosisandmodulateimmunocytesinfiltrationingradeiiiiigliomapatientsbyinfluencingthetumorimmunelandscapeandactivatingassociatedimmunosuppressingpathways AT zhanghao cmtmfamilygenesaffectprognosisandmodulateimmunocytesinfiltrationingradeiiiiigliomapatientsbyinfluencingthetumorimmunelandscapeandactivatingassociatedimmunosuppressingpathways AT daiziyu cmtmfamilygenesaffectprognosisandmodulateimmunocytesinfiltrationingradeiiiiigliomapatientsbyinfluencingthetumorimmunelandscapeandactivatingassociatedimmunosuppressingpathways AT liangxisong cmtmfamilygenesaffectprognosisandmodulateimmunocytesinfiltrationingradeiiiiigliomapatientsbyinfluencingthetumorimmunelandscapeandactivatingassociatedimmunosuppressingpathways AT lishuwang cmtmfamilygenesaffectprognosisandmodulateimmunocytesinfiltrationingradeiiiiigliomapatientsbyinfluencingthetumorimmunelandscapeandactivatingassociatedimmunosuppressingpathways AT pengrenjun cmtmfamilygenesaffectprognosisandmodulateimmunocytesinfiltrationingradeiiiiigliomapatientsbyinfluencingthetumorimmunelandscapeandactivatingassociatedimmunosuppressingpathways AT zhangxun cmtmfamilygenesaffectprognosisandmodulateimmunocytesinfiltrationingradeiiiiigliomapatientsbyinfluencingthetumorimmunelandscapeandactivatingassociatedimmunosuppressingpathways AT liufangkun cmtmfamilygenesaffectprognosisandmodulateimmunocytesinfiltrationingradeiiiiigliomapatientsbyinfluencingthetumorimmunelandscapeandactivatingassociatedimmunosuppressingpathways AT liuzhixiong cmtmfamilygenesaffectprognosisandmodulateimmunocytesinfiltrationingradeiiiiigliomapatientsbyinfluencingthetumorimmunelandscapeandactivatingassociatedimmunosuppressingpathways AT yangkui cmtmfamilygenesaffectprognosisandmodulateimmunocytesinfiltrationingradeiiiiigliomapatientsbyinfluencingthetumorimmunelandscapeandactivatingassociatedimmunosuppressingpathways AT chengquan cmtmfamilygenesaffectprognosisandmodulateimmunocytesinfiltrationingradeiiiiigliomapatientsbyinfluencingthetumorimmunelandscapeandactivatingassociatedimmunosuppressingpathways |