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...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Zeyu, Zhang, Jingwei, Zhang, Hao, Dai, Ziyu, Liang, Xisong, Li, Shuwang, Peng, Renjun, Zhang, Xun, Liu, Fangkun, Liu, Zhixiong, Yang, Kui, Cheng, Quan
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