Pericyte mediates the infiltration, migration, and polarization of macrophages by CD163/MCAM axis in glioblastoma

Summary: Microenvironment cells (MCs) play a critical role in tumor proliferation, progression, and metastasis. However, it has not been adequately addressed whether MCs could be used as a reliable prognostic marker in glioblastoma (GBM). In the current study, the cell pair (CP) score was constructe...

Full description

Bibliographic Details
Main Authors: Hao Zhang, Nan Zhang, Wantao Wu, Zeyu Wang, Ziyu Dai, Xisong Liang, Liyang Zhang, Yun Peng, Peng Luo, Jian Zhang, Zaoqu Liu, Quan Cheng, Zhixiong Liu
Format: Article
Language:English
Published: Elsevier 2022-09-01
Series:iScience
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2589004222011907
_version_ 1798004393217359872
author Hao Zhang
Nan Zhang
Wantao Wu
Zeyu Wang
Ziyu Dai
Xisong Liang
Liyang Zhang
Yun Peng
Peng Luo
Jian Zhang
Zaoqu Liu
Quan Cheng
Zhixiong Liu
author_facet Hao Zhang
Nan Zhang
Wantao Wu
Zeyu Wang
Ziyu Dai
Xisong Liang
Liyang Zhang
Yun Peng
Peng Luo
Jian Zhang
Zaoqu Liu
Quan Cheng
Zhixiong Liu
author_sort Hao Zhang
collection DOAJ
description Summary: Microenvironment cells (MCs) play a critical role in tumor proliferation, progression, and metastasis. However, it has not been adequately addressed whether MCs could be used as a reliable prognostic marker in glioblastoma (GBM). In the current study, the cell pair (CP) score was constructed in 1137 GBM samples based on the cell pair algorithm and Gaussian finite mixture model (GMM) and was verified in 73 GBM samples from the Xiangya cohort. CP score predicted GBM patients’ survival and response to anti-PD-1 treatment with high sensitivity. Macrophage markers CD68 and CD163 were co-expressed with pericyte markers MCAM and MG2. Pericyte could mediate the infiltration, migration, and M2 type polarization of macrophages by MCAM. The CP score was a valuable tool for predicting survival outcomes and guiding immunotherapy for GBM patients. Cell pair pericyte/macrophage and gene pair CD163/MCAM were biologically significant in the tumor microenvironment of GBM.
first_indexed 2024-04-11T12:24:07Z
format Article
id doaj.art-cbafe2412fc04cc796919252093bdd98
institution Directory Open Access Journal
issn 2589-0042
language English
last_indexed 2024-04-11T12:24:07Z
publishDate 2022-09-01
publisher Elsevier
record_format Article
series iScience
spelling doaj.art-cbafe2412fc04cc796919252093bdd982022-12-22T04:24:02ZengElsevieriScience2589-00422022-09-01259104918Pericyte mediates the infiltration, migration, and polarization of macrophages by CD163/MCAM axis in glioblastomaHao Zhang0Nan Zhang1Wantao Wu2Zeyu Wang3Ziyu Dai4Xisong Liang5Liyang Zhang6Yun Peng7Peng Luo8Jian Zhang9Zaoqu Liu10Quan Cheng11Zhixiong Liu12Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China; Department of Neurosurgery, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, ChinaDepartment of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China; College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, ChinaDepartment of Oncology, Xiangya Hospital, Central South University, Changsha, China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, ChinaDepartment of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, ChinaDepartment of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, ChinaDepartment of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, ChinaDepartment of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, ChinaDepartment of Geriatrics, Xiangya Hospital, Central South University, Changsha, China; Teaching and Research Section of Clinical Nursing, Xiangya Hospital, Central South University, Changsha, China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, ChinaDepartment of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, ChinaDepartment of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, ChinaDepartment of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, ChinaDepartment of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China; Corresponding authorDepartment of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China; Corresponding authorSummary: Microenvironment cells (MCs) play a critical role in tumor proliferation, progression, and metastasis. However, it has not been adequately addressed whether MCs could be used as a reliable prognostic marker in glioblastoma (GBM). In the current study, the cell pair (CP) score was constructed in 1137 GBM samples based on the cell pair algorithm and Gaussian finite mixture model (GMM) and was verified in 73 GBM samples from the Xiangya cohort. CP score predicted GBM patients’ survival and response to anti-PD-1 treatment with high sensitivity. Macrophage markers CD68 and CD163 were co-expressed with pericyte markers MCAM and MG2. Pericyte could mediate the infiltration, migration, and M2 type polarization of macrophages by MCAM. The CP score was a valuable tool for predicting survival outcomes and guiding immunotherapy for GBM patients. Cell pair pericyte/macrophage and gene pair CD163/MCAM were biologically significant in the tumor microenvironment of GBM.http://www.sciencedirect.com/science/article/pii/S2589004222011907ImmunologyBiocomputational methodGenomic analysisCancer
spellingShingle Hao Zhang
Nan Zhang
Wantao Wu
Zeyu Wang
Ziyu Dai
Xisong Liang
Liyang Zhang
Yun Peng
Peng Luo
Jian Zhang
Zaoqu Liu
Quan Cheng
Zhixiong Liu
Pericyte mediates the infiltration, migration, and polarization of macrophages by CD163/MCAM axis in glioblastoma
iScience
Immunology
Biocomputational method
Genomic analysis
Cancer
title Pericyte mediates the infiltration, migration, and polarization of macrophages by CD163/MCAM axis in glioblastoma
title_full Pericyte mediates the infiltration, migration, and polarization of macrophages by CD163/MCAM axis in glioblastoma
title_fullStr Pericyte mediates the infiltration, migration, and polarization of macrophages by CD163/MCAM axis in glioblastoma
title_full_unstemmed Pericyte mediates the infiltration, migration, and polarization of macrophages by CD163/MCAM axis in glioblastoma
title_short Pericyte mediates the infiltration, migration, and polarization of macrophages by CD163/MCAM axis in glioblastoma
title_sort pericyte mediates the infiltration migration and polarization of macrophages by cd163 mcam axis in glioblastoma
topic Immunology
Biocomputational method
Genomic analysis
Cancer
url http://www.sciencedirect.com/science/article/pii/S2589004222011907
work_keys_str_mv AT haozhang pericytemediatestheinfiltrationmigrationandpolarizationofmacrophagesbycd163mcamaxisinglioblastoma
AT nanzhang pericytemediatestheinfiltrationmigrationandpolarizationofmacrophagesbycd163mcamaxisinglioblastoma
AT wantaowu pericytemediatestheinfiltrationmigrationandpolarizationofmacrophagesbycd163mcamaxisinglioblastoma
AT zeyuwang pericytemediatestheinfiltrationmigrationandpolarizationofmacrophagesbycd163mcamaxisinglioblastoma
AT ziyudai pericytemediatestheinfiltrationmigrationandpolarizationofmacrophagesbycd163mcamaxisinglioblastoma
AT xisongliang pericytemediatestheinfiltrationmigrationandpolarizationofmacrophagesbycd163mcamaxisinglioblastoma
AT liyangzhang pericytemediatestheinfiltrationmigrationandpolarizationofmacrophagesbycd163mcamaxisinglioblastoma
AT yunpeng pericytemediatestheinfiltrationmigrationandpolarizationofmacrophagesbycd163mcamaxisinglioblastoma
AT pengluo pericytemediatestheinfiltrationmigrationandpolarizationofmacrophagesbycd163mcamaxisinglioblastoma
AT jianzhang pericytemediatestheinfiltrationmigrationandpolarizationofmacrophagesbycd163mcamaxisinglioblastoma
AT zaoquliu pericytemediatestheinfiltrationmigrationandpolarizationofmacrophagesbycd163mcamaxisinglioblastoma
AT quancheng pericytemediatestheinfiltrationmigrationandpolarizationofmacrophagesbycd163mcamaxisinglioblastoma
AT zhixiongliu pericytemediatestheinfiltrationmigrationandpolarizationofmacrophagesbycd163mcamaxisinglioblastoma