Literature DB >> 32243216

Assessment for Risk Status of Colorectal Cancer Patients: A Novel Prediction Model Based on Immune-Related Genes.

Yongqu Lu1, Xin Zhou1, Zhenzhen Liu1, Bingyan Wang1, Wendong Wang1, Wei Fu1.   

Abstract

Heterogeneity in patients with colorectal cancer (CRC) leads to different strategies in clinical decision making. Identifying distinctive subgroups in patients contributes to develop more individualized treatments. This study constructed a novel prediction model for the prognosis of CRC patients based on the value of risk score combining the expression status of immune-related genes and coefficients. In this study, we built an interactive network of prognosis-related immune genes and transcription factors and adopted several methods to verify the accuracy of model. Moreover, we assessed the correlation between risk score and immune infiltration. The results suggested that the model was well fit and the risk score could be an independent predictive factor for CRC patients. This model has high application value in the clinic.

Entities:  

Keywords:  colorectal cancer; immune-related genes; prediction model

Year:  2020        PMID: 32243216     DOI: 10.1089/dna.2019.5195

Source DB:  PubMed          Journal:  DNA Cell Biol        ISSN: 1044-5498            Impact factor:   3.311


  5 in total

1.  A novel prognostic risk score model based on immune-related genes in patients with stage IV colorectal cancer.

Authors:  Ke Xu; Jie He; Jie Zhang; Tao Liu; Fang Yang; Tao Ren
Journal:  Biosci Rep       Date:  2020-10-30       Impact factor: 3.840

2.  Construction and validation of a metabolic risk model predicting prognosis of colon cancer.

Authors:  Didi Zuo; Chao Li; Tao Liu; Meng Yue; Jiantao Zhang; Guang Ning
Journal:  Sci Rep       Date:  2021-03-25       Impact factor: 4.379

3.  Analysis of the tumor immune environment identifies an immune gene set-based prognostic signature in non-small cell lung cancer.

Authors:  Guangran Guo; Longjun Yang; Yingsheng Wen; Gongming Wang; Rusi Zhang; Dechang Zhao; Zirui Huang; Xuewen Zhang; Yongbin Lin; Lanjun Zhang
Journal:  Ann Transl Med       Date:  2022-01

4.  Pyroptosis-Related Gene Model Predicts Prognosis and Immune Microenvironment for Non-Small-Cell Lung Cancer.

Authors:  Lianxiang Luo; Xinyue Yao; Jing Xiang
Journal:  Oxid Med Cell Longev       Date:  2022-08-31       Impact factor: 7.310

5.  Delineation of colorectal cancer ligand-receptor interactions and their roles in the tumor microenvironment and prognosis.

Authors:  Hexin Lin; Lu Xia; Jiabian Lian; Yinan Chen; Yiyi Zhang; Zhicheng Zhuang; HuaJun Cai; Jun You; Guoxian Guan
Journal:  J Transl Med       Date:  2021-12-07       Impact factor: 5.531

  5 in total

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