Cargando…

A cohesin‐associated gene score may predict immune checkpoint blockade in hepatocellular carcinoma

Stromal antigen 1 (STAG1), a component of cohesion, is overexpressed in various cancers, but it is unclear whether it has a role in the transcriptional regulation of hepatocellular carcinoma (HCC). To test this hypothesis, here, we screened global HCC datasets and performed multiscale embedded gene...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Cui‐Zhen, Li, Jian‐Di, Chen, Gang, He, Rong‐Quan, Lin, Rui, Huang, Zhi‐Guang, Li, Jian‐Jun, Du, Xiu‐Fang, Lv, Xiao‐Ping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9527596/
https://www.ncbi.nlm.nih.gov/pubmed/36052535
http://dx.doi.org/10.1002/2211-5463.13474
_version_ 1784801110968500224
author Liu, Cui‐Zhen
Li, Jian‐Di
Chen, Gang
He, Rong‐Quan
Lin, Rui
Huang, Zhi‐Guang
Li, Jian‐Jun
Du, Xiu‐Fang
Lv, Xiao‐Ping
author_facet Liu, Cui‐Zhen
Li, Jian‐Di
Chen, Gang
He, Rong‐Quan
Lin, Rui
Huang, Zhi‐Guang
Li, Jian‐Jun
Du, Xiu‐Fang
Lv, Xiao‐Ping
author_sort Liu, Cui‐Zhen
collection PubMed
description Stromal antigen 1 (STAG1), a component of cohesion, is overexpressed in various cancers, but it is unclear whether it has a role in the transcriptional regulation of hepatocellular carcinoma (HCC). To test this hypothesis, here, we screened global HCC datasets and performed multiscale embedded gene co‐expression network analysis to identify the potential functional modules of differentially expressed STAG1 co‐expressed genes. The putative transcriptional targets of STAG1 were identified using chromatin immunoprecipitation followed by high‐throughput DNA sequencing. The cohesin‐associated gene score (CAGS) was quantified using the The Cancer Genome Atlas HCC cohort and single‐sample gene set enrichment analysis. Distinct cohesin‐associated gene patterns were identified by calculating the euclidean distance of each patient. We assessed the potential ability of the CAGS in predicting immune checkpoint blockade (ICB) treatment response using IMvigor210 and GSE78220 cohorts. STAG1 was upregulated in 3313 HCC tissue samples compared with 2692 normal liver tissue samples (standard mean difference = 0.54). A total of three cohesin‐associated gene patterns were identified, where cluster 2 had a high TP53 mutated rate and a poor survival outcome. Low CAGS predicted a significant survival advantage but presaged poor immunotherapy response. Differentially expressed STAG1 co‐expression genes were enriched in the mitotic cell cycle, lymphocyte activation, and blood vessel development. PDS5A and PDGFRA were predicted as the downstream transcriptional targets of STAG1. In summary, STAG1 is significantly upregulated in global HCC tissue samples and may participate in blood vessel development and the mitotic cell cycle. A cohesin‐associated gene scoring system may have potential to predict the ICB response.
format Online
Article
Text
id pubmed-9527596
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-95275962022-10-06 A cohesin‐associated gene score may predict immune checkpoint blockade in hepatocellular carcinoma Liu, Cui‐Zhen Li, Jian‐Di Chen, Gang He, Rong‐Quan Lin, Rui Huang, Zhi‐Guang Li, Jian‐Jun Du, Xiu‐Fang Lv, Xiao‐Ping FEBS Open Bio Research Articles Stromal antigen 1 (STAG1), a component of cohesion, is overexpressed in various cancers, but it is unclear whether it has a role in the transcriptional regulation of hepatocellular carcinoma (HCC). To test this hypothesis, here, we screened global HCC datasets and performed multiscale embedded gene co‐expression network analysis to identify the potential functional modules of differentially expressed STAG1 co‐expressed genes. The putative transcriptional targets of STAG1 were identified using chromatin immunoprecipitation followed by high‐throughput DNA sequencing. The cohesin‐associated gene score (CAGS) was quantified using the The Cancer Genome Atlas HCC cohort and single‐sample gene set enrichment analysis. Distinct cohesin‐associated gene patterns were identified by calculating the euclidean distance of each patient. We assessed the potential ability of the CAGS in predicting immune checkpoint blockade (ICB) treatment response using IMvigor210 and GSE78220 cohorts. STAG1 was upregulated in 3313 HCC tissue samples compared with 2692 normal liver tissue samples (standard mean difference = 0.54). A total of three cohesin‐associated gene patterns were identified, where cluster 2 had a high TP53 mutated rate and a poor survival outcome. Low CAGS predicted a significant survival advantage but presaged poor immunotherapy response. Differentially expressed STAG1 co‐expression genes were enriched in the mitotic cell cycle, lymphocyte activation, and blood vessel development. PDS5A and PDGFRA were predicted as the downstream transcriptional targets of STAG1. In summary, STAG1 is significantly upregulated in global HCC tissue samples and may participate in blood vessel development and the mitotic cell cycle. A cohesin‐associated gene scoring system may have potential to predict the ICB response. John Wiley and Sons Inc. 2022-09-02 /pmc/articles/PMC9527596/ /pubmed/36052535 http://dx.doi.org/10.1002/2211-5463.13474 Text en © 2022 The Authors. FEBS Open Bio published by John Wiley & Sons Ltd on behalf of Federation of European Biochemical Societies. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Liu, Cui‐Zhen
Li, Jian‐Di
Chen, Gang
He, Rong‐Quan
Lin, Rui
Huang, Zhi‐Guang
Li, Jian‐Jun
Du, Xiu‐Fang
Lv, Xiao‐Ping
A cohesin‐associated gene score may predict immune checkpoint blockade in hepatocellular carcinoma
title A cohesin‐associated gene score may predict immune checkpoint blockade in hepatocellular carcinoma
title_full A cohesin‐associated gene score may predict immune checkpoint blockade in hepatocellular carcinoma
title_fullStr A cohesin‐associated gene score may predict immune checkpoint blockade in hepatocellular carcinoma
title_full_unstemmed A cohesin‐associated gene score may predict immune checkpoint blockade in hepatocellular carcinoma
title_short A cohesin‐associated gene score may predict immune checkpoint blockade in hepatocellular carcinoma
title_sort cohesin‐associated gene score may predict immune checkpoint blockade in hepatocellular carcinoma
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9527596/
https://www.ncbi.nlm.nih.gov/pubmed/36052535
http://dx.doi.org/10.1002/2211-5463.13474
work_keys_str_mv AT liucuizhen acohesinassociatedgenescoremaypredictimmunecheckpointblockadeinhepatocellularcarcinoma
AT lijiandi acohesinassociatedgenescoremaypredictimmunecheckpointblockadeinhepatocellularcarcinoma
AT chengang acohesinassociatedgenescoremaypredictimmunecheckpointblockadeinhepatocellularcarcinoma
AT herongquan acohesinassociatedgenescoremaypredictimmunecheckpointblockadeinhepatocellularcarcinoma
AT linrui acohesinassociatedgenescoremaypredictimmunecheckpointblockadeinhepatocellularcarcinoma
AT huangzhiguang acohesinassociatedgenescoremaypredictimmunecheckpointblockadeinhepatocellularcarcinoma
AT lijianjun acohesinassociatedgenescoremaypredictimmunecheckpointblockadeinhepatocellularcarcinoma
AT duxiufang acohesinassociatedgenescoremaypredictimmunecheckpointblockadeinhepatocellularcarcinoma
AT lvxiaoping acohesinassociatedgenescoremaypredictimmunecheckpointblockadeinhepatocellularcarcinoma
AT liucuizhen cohesinassociatedgenescoremaypredictimmunecheckpointblockadeinhepatocellularcarcinoma
AT lijiandi cohesinassociatedgenescoremaypredictimmunecheckpointblockadeinhepatocellularcarcinoma
AT chengang cohesinassociatedgenescoremaypredictimmunecheckpointblockadeinhepatocellularcarcinoma
AT herongquan cohesinassociatedgenescoremaypredictimmunecheckpointblockadeinhepatocellularcarcinoma
AT linrui cohesinassociatedgenescoremaypredictimmunecheckpointblockadeinhepatocellularcarcinoma
AT huangzhiguang cohesinassociatedgenescoremaypredictimmunecheckpointblockadeinhepatocellularcarcinoma
AT lijianjun cohesinassociatedgenescoremaypredictimmunecheckpointblockadeinhepatocellularcarcinoma
AT duxiufang cohesinassociatedgenescoremaypredictimmunecheckpointblockadeinhepatocellularcarcinoma
AT lvxiaoping cohesinassociatedgenescoremaypredictimmunecheckpointblockadeinhepatocellularcarcinoma