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Construction of immunogenic cell death-related molecular subtypes and prognostic signature in colorectal cancer
Immunotherapy is a promising treatment for advanced colorectal cancers (CRCs). However, immunotherapy resistance remains a common problem. Immunogenic cell death (ICD), a form of regulated cell death, induces adaptive immunity, thereby enhancing anti-tumor immunity. Research increasingly suggests th...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
De Gruyter
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10655694/ https://www.ncbi.nlm.nih.gov/pubmed/38025525 http://dx.doi.org/10.1515/med-2023-0836 |
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author | Yu, Chun Yang, Weixuan Tian, Li Qin, Yue Gong, Yaoyao Cheng, Wenfang |
author_facet | Yu, Chun Yang, Weixuan Tian, Li Qin, Yue Gong, Yaoyao Cheng, Wenfang |
author_sort | Yu, Chun |
collection | PubMed |
description | Immunotherapy is a promising treatment for advanced colorectal cancers (CRCs). However, immunotherapy resistance remains a common problem. Immunogenic cell death (ICD), a form of regulated cell death, induces adaptive immunity, thereby enhancing anti-tumor immunity. Research increasingly suggests that inducing ICD is a promising avenue for cancer immunotherapy and identifying ICD-related biomarkers for CRCs would create a new direction for targeted therapies. Thus, this study used bioinformatics to address these questions and create a prognostic signature, aiming to improve individualized CRC treatment. We identified two ICD -related molecular subtypes of CRCs. The high subtype showed pronounced immune cell infiltration, high immune activity, and high expression of human leukocyte antigen and immune checkpoints genes. Subsequently, we constructed and validated a prognostic signature comprising six genes (CD1A, TSLP, CD36, TIMP1, MC1R, and NRG1) using random survival forest analyses. Further analysis using this prediction model indicated that patients with CRCs in the low-risk group exhibited favorable clinical outcomes and better immunotherapy responses than those in the high-risk group. Our findings provide novel insights into determining the prognosis and design of personalized immunotherapeutic strategies for patients with CRCs. |
format | Online Article Text |
id | pubmed-10655694 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | De Gruyter |
record_format | MEDLINE/PubMed |
spelling | pubmed-106556942023-11-09 Construction of immunogenic cell death-related molecular subtypes and prognostic signature in colorectal cancer Yu, Chun Yang, Weixuan Tian, Li Qin, Yue Gong, Yaoyao Cheng, Wenfang Open Med (Wars) Research Article Immunotherapy is a promising treatment for advanced colorectal cancers (CRCs). However, immunotherapy resistance remains a common problem. Immunogenic cell death (ICD), a form of regulated cell death, induces adaptive immunity, thereby enhancing anti-tumor immunity. Research increasingly suggests that inducing ICD is a promising avenue for cancer immunotherapy and identifying ICD-related biomarkers for CRCs would create a new direction for targeted therapies. Thus, this study used bioinformatics to address these questions and create a prognostic signature, aiming to improve individualized CRC treatment. We identified two ICD -related molecular subtypes of CRCs. The high subtype showed pronounced immune cell infiltration, high immune activity, and high expression of human leukocyte antigen and immune checkpoints genes. Subsequently, we constructed and validated a prognostic signature comprising six genes (CD1A, TSLP, CD36, TIMP1, MC1R, and NRG1) using random survival forest analyses. Further analysis using this prediction model indicated that patients with CRCs in the low-risk group exhibited favorable clinical outcomes and better immunotherapy responses than those in the high-risk group. Our findings provide novel insights into determining the prognosis and design of personalized immunotherapeutic strategies for patients with CRCs. De Gruyter 2023-11-09 /pmc/articles/PMC10655694/ /pubmed/38025525 http://dx.doi.org/10.1515/med-2023-0836 Text en © 2023 the author(s), published by De Gruyter https://creativecommons.org/licenses/by/4.0/This work is licensed under the Creative Commons Attribution 4.0 International License. |
spellingShingle | Research Article Yu, Chun Yang, Weixuan Tian, Li Qin, Yue Gong, Yaoyao Cheng, Wenfang Construction of immunogenic cell death-related molecular subtypes and prognostic signature in colorectal cancer |
title | Construction of immunogenic cell death-related molecular subtypes and prognostic signature in colorectal cancer |
title_full | Construction of immunogenic cell death-related molecular subtypes and prognostic signature in colorectal cancer |
title_fullStr | Construction of immunogenic cell death-related molecular subtypes and prognostic signature in colorectal cancer |
title_full_unstemmed | Construction of immunogenic cell death-related molecular subtypes and prognostic signature in colorectal cancer |
title_short | Construction of immunogenic cell death-related molecular subtypes and prognostic signature in colorectal cancer |
title_sort | construction of immunogenic cell death-related molecular subtypes and prognostic signature in colorectal cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10655694/ https://www.ncbi.nlm.nih.gov/pubmed/38025525 http://dx.doi.org/10.1515/med-2023-0836 |
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