ArticleFrontiers in genetics2021
Prognostic Risk Model of Immune-Related Genes in Colorectal Cancer.
Article in Frontiers in genetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Investigation of high-mobility group box 1 variants with lymph node status and colorectal cancer risk.World journal of gastrointestinal oncology · 2025Article
- Development and verification of a combined immune- and cancer-associated fibroblast related prognostic signature for colon adenocarcinoma.Frontiers in immunology · 2024Article
- Weighted gene co-expression network analysis combined with machine learning validation to identify key hub biomarkers in colorectal cancer.Functional & integrative genomics · 2022Article
- Identification and validation of a novel signature as a diagnostic and prognostic biomarker in colorectal cancer.Biology direct · 2022Article
- Bioinformatics analysis reveals immune prognostic markers for overall survival of colorectal cancer patients: a novel machine learning survival predictive system.BMC bioinformatics · 2022Article
- Clinical and molecular assessment of an onco-immune signature with prognostic significance in patients with colorectal cancer.Cancer medicine · 2022Article
- Development and validation of prognostic models for colon adenocarcinoma based on combined immune-and metabolism-related genes.Frontiers in oncology · 2022Article
- Identification of an Immune-Related Prognostic Risk Model in Glioblastoma.Frontiers in genetics · 2022Article
- Identification of Hub Genes in Colorectal Adenocarcinoma by Integrated Bioinformatics.Frontiers in cell and developmental biology · 2022Article
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Authors and funding
13 authors.
Funding
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Abstract
purposeWe focused on immune-related genes (IRGs) derived from transcriptomic studies, which had the potential to stratify patients' prognosis and to establish a risk assessment model in colorectal cancer. SUMMARY: This article examined our understanding of the molecular pathways associated with intratumoral immune response, which represented a critical step for the implementation of stratification strategies toward the development of personalized immunotherapy of colorectal cancer. More and more evidence shows that IRGs play an important role in tumors. We have used data analysis to screen and identify immune-related molecular biomarkers of colon cancer. We selected 18 immune-related prognostic genes and established models to assess prognostic risks of patients, which can provide recommendations for clinical treatment and follow-up. Colorectal cancer (CRC) is a leading cause of cancer-related death in human. Several studies have investigated whether IRGs and tumor immune microenvironment (TIME) could be indicators of CRC prognoses. This study aimed to develop an improved prognostic signature for CRC based on IRGs to predict overall survival (OS) and provide new therapeutic targets for CRC treatment. Based on the screened IRGs, the Cox regression model was used to build a prediction model based on 18-IRG signature. Cox regression analysis revealed that the 18-IRG signature was an independent prognostic factor for OS in CRC patients. Then, we used the TIMER online database to explore the relationship between the risk scoring model and the infiltration of immune cells, and the results showed that the risk model can reflect the state of TIME to a certain extent. In short, an 18-IRG prognostic signature for predicting CRC patients' survival was firmly established.
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