{"title":"CD4+ T细胞相关预测III-IV期结直肠癌免疫应答的预后模型的鉴定和验证","authors":"Mengting Li, Weining Zhu, Yuanyuan Lu, Yu Shao, Fei Xu, Lan Liu, Qiu Zhao","doi":"10.1186/s12876-025-03716-2","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>CD4<sup>+</sup> T cells play an indispensable role in anti-tumor immunity and shaping tumor development. We sought to explore the characteristics of CD4<sup>+</sup> T cell marker genes and construct a CD4<sup>+</sup> T cell-related prognostic signature for stage III-IV colorectal cancer (CRC) patients.</p><p><strong>Method: </strong>We combined scRNA and bulk-RNA sequencing to analyze stage III-IV CRC patients and identified the CD4<sup>+</sup> T cell marker genes. Unsupervised cluster analysis was performed to divide patients into two clusters. The LASSO and multivariate Cox regression were performed to establish a prognostic-related signature. RT-qpcr and immunofluorescence staining were performed to examine the expression of ANXA2 in CRC tissue.</p><p><strong>Result: </strong>We found a higher infiltration abundance of activated memory CD4<sup>+</sup> T cells was associated with improved prognosis in stage III-IV CRC patients. Patients were divided into two subgroups with distinct clinical and immunological behaviors based on CD4<sup>+</sup> T cell marker genes. And then a prognostic signature consisting of six CD4<sup>+</sup> T cell marker genes was established, which stratified patients into high- and low-risk groups. Immune spectrum showed that the low-risk group had higher immune cell infiltration than the high-risk group. Furthermore, the risk score of this signature could predict the susceptibility of stage III-IV CRC patients to immune checkpoint inhibitors and chemotherapy drugs. Finally, we validated that ANXA2 was enriched in Tregs and was associated with infiltration of Tregs in CRC tumor microenvironment.</p><p><strong>Conclusion: </strong>The CD4<sup>+</sup> T cell-related prognostic signature established in the study can predict the prognosis and the response to immunotherapy in stage III-IV CRC patients. Our findings provide new insights for tumor immunotherapy of advanced CRC patients.</p>","PeriodicalId":9129,"journal":{"name":"BMC Gastroenterology","volume":"25 1","pages":"153"},"PeriodicalIF":2.5000,"publicationDate":"2025-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11895157/pdf/","citationCount":"0","resultStr":"{\"title\":\"Identification and validation of a CD4<sup>+</sup> T cell-related prognostic model to predict immune responses in stage III-IV colorectal cancer.\",\"authors\":\"Mengting Li, Weining Zhu, Yuanyuan Lu, Yu Shao, Fei Xu, Lan Liu, Qiu Zhao\",\"doi\":\"10.1186/s12876-025-03716-2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>CD4<sup>+</sup> T cells play an indispensable role in anti-tumor immunity and shaping tumor development. We sought to explore the characteristics of CD4<sup>+</sup> T cell marker genes and construct a CD4<sup>+</sup> T cell-related prognostic signature for stage III-IV colorectal cancer (CRC) patients.</p><p><strong>Method: </strong>We combined scRNA and bulk-RNA sequencing to analyze stage III-IV CRC patients and identified the CD4<sup>+</sup> T cell marker genes. Unsupervised cluster analysis was performed to divide patients into two clusters. The LASSO and multivariate Cox regression were performed to establish a prognostic-related signature. RT-qpcr and immunofluorescence staining were performed to examine the expression of ANXA2 in CRC tissue.</p><p><strong>Result: </strong>We found a higher infiltration abundance of activated memory CD4<sup>+</sup> T cells was associated with improved prognosis in stage III-IV CRC patients. Patients were divided into two subgroups with distinct clinical and immunological behaviors based on CD4<sup>+</sup> T cell marker genes. And then a prognostic signature consisting of six CD4<sup>+</sup> T cell marker genes was established, which stratified patients into high- and low-risk groups. Immune spectrum showed that the low-risk group had higher immune cell infiltration than the high-risk group. Furthermore, the risk score of this signature could predict the susceptibility of stage III-IV CRC patients to immune checkpoint inhibitors and chemotherapy drugs. Finally, we validated that ANXA2 was enriched in Tregs and was associated with infiltration of Tregs in CRC tumor microenvironment.</p><p><strong>Conclusion: </strong>The CD4<sup>+</sup> T cell-related prognostic signature established in the study can predict the prognosis and the response to immunotherapy in stage III-IV CRC patients. Our findings provide new insights for tumor immunotherapy of advanced CRC patients.</p>\",\"PeriodicalId\":9129,\"journal\":{\"name\":\"BMC Gastroenterology\",\"volume\":\"25 1\",\"pages\":\"153\"},\"PeriodicalIF\":2.5000,\"publicationDate\":\"2025-03-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11895157/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"BMC Gastroenterology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s12876-025-03716-2\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"GASTROENTEROLOGY & HEPATOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Gastroenterology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12876-025-03716-2","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"GASTROENTEROLOGY & HEPATOLOGY","Score":null,"Total":0}
Identification and validation of a CD4+ T cell-related prognostic model to predict immune responses in stage III-IV colorectal cancer.
Background: CD4+ T cells play an indispensable role in anti-tumor immunity and shaping tumor development. We sought to explore the characteristics of CD4+ T cell marker genes and construct a CD4+ T cell-related prognostic signature for stage III-IV colorectal cancer (CRC) patients.
Method: We combined scRNA and bulk-RNA sequencing to analyze stage III-IV CRC patients and identified the CD4+ T cell marker genes. Unsupervised cluster analysis was performed to divide patients into two clusters. The LASSO and multivariate Cox regression were performed to establish a prognostic-related signature. RT-qpcr and immunofluorescence staining were performed to examine the expression of ANXA2 in CRC tissue.
Result: We found a higher infiltration abundance of activated memory CD4+ T cells was associated with improved prognosis in stage III-IV CRC patients. Patients were divided into two subgroups with distinct clinical and immunological behaviors based on CD4+ T cell marker genes. And then a prognostic signature consisting of six CD4+ T cell marker genes was established, which stratified patients into high- and low-risk groups. Immune spectrum showed that the low-risk group had higher immune cell infiltration than the high-risk group. Furthermore, the risk score of this signature could predict the susceptibility of stage III-IV CRC patients to immune checkpoint inhibitors and chemotherapy drugs. Finally, we validated that ANXA2 was enriched in Tregs and was associated with infiltration of Tregs in CRC tumor microenvironment.
Conclusion: The CD4+ T cell-related prognostic signature established in the study can predict the prognosis and the response to immunotherapy in stage III-IV CRC patients. Our findings provide new insights for tumor immunotherapy of advanced CRC patients.
期刊介绍:
BMC Gastroenterology is an open access, peer-reviewed journal that considers articles on all aspects of the prevention, diagnosis and management of gastrointestinal and hepatobiliary disorders, as well as related molecular genetics, pathophysiology, and epidemiology.