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A novel anoikis-related gene prognostic signature and its correlation with the immune microenvironment in colorectal cancer
Background: Anoikis is a type of apoptosis associated with cell detachment. Resistance to anoikis is a focal point of tumor metastasis. This study aimed to explore the relationship among anoikis-related genes (ARGs), immune infiltration, and prognosis in colorectal cancer (CRC). Methods: The transcr...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10265740/ https://www.ncbi.nlm.nih.gov/pubmed/37323657 http://dx.doi.org/10.3389/fgene.2023.1186862 |
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author | Xiao, Yu Zhou, Han Chen, Yiran Liu, Libin Wu, Qian Li, Hui Lin, Peicheng Li, Jinluan Wu, Junxin Tang, Lirui |
author_facet | Xiao, Yu Zhou, Han Chen, Yiran Liu, Libin Wu, Qian Li, Hui Lin, Peicheng Li, Jinluan Wu, Junxin Tang, Lirui |
author_sort | Xiao, Yu |
collection | PubMed |
description | Background: Anoikis is a type of apoptosis associated with cell detachment. Resistance to anoikis is a focal point of tumor metastasis. This study aimed to explore the relationship among anoikis-related genes (ARGs), immune infiltration, and prognosis in colorectal cancer (CRC). Methods: The transcriptome profile and clinical data on patients with CRC were retrieved from The Cancer Genome Atlas and Gene Expression Omnibus databases. Patients were divided into two clusters based on the expression of ARGs. Differences between the two ARG molecular subtypes were analyzed in terms of prognosis, functional enrichment, gene mutation frequency, and immune cell infiltration. An ARG-related prognostic signature for predicting overall survival in patients with CRC was developed and validated using absolute value convergence and selection operator (LASSO) regression analysis. The correlation between the signature risk score and clinicopathological features, immune cell infiltration, immune typing, and immunotherapy response was analyzed. The risk score combined with clinicopathological characteristics was used to construct a nomogram to assess CRC patients’ prognosis. Results: Overall, 151 ARGs were differentially expressed in CRC. Two ARG subtypes, namely, ARG-high and ARG-low groups, were identified and correlated with CRC prognosis. The gene mutation frequency and immune, stromal, and ESTIMATE scores of the ARG-high group were higher than those of the ARG-low group. Moreover, CD8, natural killer cells, M1 macrophages, human leukocyte antigen (HLA), and immune checkpoint-related genes were significantly increased in the ARG-high group. An optimized 25-gene CRC prognostic signature was successfully constructed, and its prognostic predictive ability was validated. The high-risk score was correlated with T, N, M, and TNM stages. Risk scores were negatively correlated with dendritic cells, eosinophils, and CD4 cells, and significantly positively correlated with regulatory T cells. Patients in the high-risk group were more likely to exhibit immune unresponsiveness. Finally, the nomogram model was constructed and showed good prognostic predictive power. Conclusion: ARGs are associated with clinicopathological features and the prognosis of CRC, and play important roles in the immune microenvironment. Herein, we underpinned the usefulness of ARGs in CRC to develop more effective immunotherapy techniques. |
format | Online Article Text |
id | pubmed-10265740 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102657402023-06-15 A novel anoikis-related gene prognostic signature and its correlation with the immune microenvironment in colorectal cancer Xiao, Yu Zhou, Han Chen, Yiran Liu, Libin Wu, Qian Li, Hui Lin, Peicheng Li, Jinluan Wu, Junxin Tang, Lirui Front Genet Genetics Background: Anoikis is a type of apoptosis associated with cell detachment. Resistance to anoikis is a focal point of tumor metastasis. This study aimed to explore the relationship among anoikis-related genes (ARGs), immune infiltration, and prognosis in colorectal cancer (CRC). Methods: The transcriptome profile and clinical data on patients with CRC were retrieved from The Cancer Genome Atlas and Gene Expression Omnibus databases. Patients were divided into two clusters based on the expression of ARGs. Differences between the two ARG molecular subtypes were analyzed in terms of prognosis, functional enrichment, gene mutation frequency, and immune cell infiltration. An ARG-related prognostic signature for predicting overall survival in patients with CRC was developed and validated using absolute value convergence and selection operator (LASSO) regression analysis. The correlation between the signature risk score and clinicopathological features, immune cell infiltration, immune typing, and immunotherapy response was analyzed. The risk score combined with clinicopathological characteristics was used to construct a nomogram to assess CRC patients’ prognosis. Results: Overall, 151 ARGs were differentially expressed in CRC. Two ARG subtypes, namely, ARG-high and ARG-low groups, were identified and correlated with CRC prognosis. The gene mutation frequency and immune, stromal, and ESTIMATE scores of the ARG-high group were higher than those of the ARG-low group. Moreover, CD8, natural killer cells, M1 macrophages, human leukocyte antigen (HLA), and immune checkpoint-related genes were significantly increased in the ARG-high group. An optimized 25-gene CRC prognostic signature was successfully constructed, and its prognostic predictive ability was validated. The high-risk score was correlated with T, N, M, and TNM stages. Risk scores were negatively correlated with dendritic cells, eosinophils, and CD4 cells, and significantly positively correlated with regulatory T cells. Patients in the high-risk group were more likely to exhibit immune unresponsiveness. Finally, the nomogram model was constructed and showed good prognostic predictive power. Conclusion: ARGs are associated with clinicopathological features and the prognosis of CRC, and play important roles in the immune microenvironment. Herein, we underpinned the usefulness of ARGs in CRC to develop more effective immunotherapy techniques. Frontiers Media S.A. 2023-05-30 /pmc/articles/PMC10265740/ /pubmed/37323657 http://dx.doi.org/10.3389/fgene.2023.1186862 Text en Copyright © 2023 Xiao, Zhou, Chen, Liu, Wu, Li, Lin, Li, Wu and Tang. 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 | Genetics Xiao, Yu Zhou, Han Chen, Yiran Liu, Libin Wu, Qian Li, Hui Lin, Peicheng Li, Jinluan Wu, Junxin Tang, Lirui A novel anoikis-related gene prognostic signature and its correlation with the immune microenvironment in colorectal cancer |
title | A novel anoikis-related gene prognostic signature and its correlation with the immune microenvironment in colorectal cancer |
title_full | A novel anoikis-related gene prognostic signature and its correlation with the immune microenvironment in colorectal cancer |
title_fullStr | A novel anoikis-related gene prognostic signature and its correlation with the immune microenvironment in colorectal cancer |
title_full_unstemmed | A novel anoikis-related gene prognostic signature and its correlation with the immune microenvironment in colorectal cancer |
title_short | A novel anoikis-related gene prognostic signature and its correlation with the immune microenvironment in colorectal cancer |
title_sort | novel anoikis-related gene prognostic signature and its correlation with the immune microenvironment in colorectal cancer |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10265740/ https://www.ncbi.nlm.nih.gov/pubmed/37323657 http://dx.doi.org/10.3389/fgene.2023.1186862 |
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