Prognostic value of immune scores in the microenvironment of colorectal cancer

被引:6
|
作者
Yuan, Wenliang [1 ]
Cai, Wei [2 ,3 ]
Huang, Xiao [4 ]
Peng, Sihua [2 ,3 ]
机构
[1] Jiaxing Univ, Coll Math & Informat Engn, Dept Data Sci, 56 Yuexiu South Rd, Jiaxing 314001, Zhejiang, Peoples R China
[2] Shanghai Ocean Univ, Minist Educ, Key Lab Explorat & Utilizat Aquat Genet Resource, 999 Hucheng Ring Rd, Shanghai 200093, Peoples R China
[3] Shanghai Ocean Univ, Minist Sci & Technol, Int Res Ctr Marine Biosci, Shanghai 200093, Peoples R China
[4] Chizhou Univ, Coll Math & Comp Sci, Dept Data Technol, Chizhou 247000, Anhui, Peoples R China
关键词
colorectal cancer; cancer immunotherapy; tumor microenvironment; immune scores; neoantigen burden; prognosis; NEO-ANTIGENS; T-CELLS; EXPRESSION; GENE; PREDICTS; MUTATION; PATHWAY; TUMORS;
D O I
10.3892/ol.2020.12119
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Cancer immunotherapy has become an important means of cancer treatment; however, the complex composition and heterogeneity of the colorectal cancer (CRC) microenvironment pose a huge challenge to cancer immunotherapy. Using data downloaded from The Cancer Genome Atlas database, the differences in the microenvironment between cases with low and high immune scores were examined at the multiomics level using bioinformatics approaches. It was revealed that the samples with high immune scores had good cytolytic immune responses and relatively abundant stromal cells, as well as significant infiltration of 22 immune cell subsets and a high non-synonymous mutation burden and neoantigen burden. All of these characteristics contribute to a good prognosis. To better understand the impact of immune-related genes on prognosis, differentially expressed genes between the low and high immune score samples were identified and it was concluded that serpin family Emember 1 (SERPINE1) and ubiquitin C-terminal hydrolase L1 (UCHL1) may be potential therapeutic targets. The relationship between the immune score and the infiltration of 22 immune cells and the difference in SERPINE1 expression were verified by analyzing the GSE17536 and GSE21510 data sets downloaded from the Gene Expression Omnibus database. The present study analyzed the unique properties of immune cells in the CRC microenvironment, which are of great significance for understanding CRC immune mechanism and may also provide novel ideas for the targeted design of cancer immunotherapy.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Prognostic and predictive role of immune microenvironment in colorectal cancer
    Kuznetsova, Olesya
    Fedyanin, Mikhail
    Zavalishina, Larisa
    Moskvina, Larisa
    Kuznetsova, Olga
    Lebedeva, Alexandra
    Tryakin, Alexey
    Kireeva, Galina
    Borshchev, Gleb
    Tjulandin, Sergei
    Ignatova, Ekaterina
    [J]. WORLD JOURNAL OF GASTROINTESTINAL ONCOLOGY, 2024, 16 (03)
  • [2] Characterization of Colorectal Cancer Immune Microenvironment and Potential Prognostic Biomarkers
    Hissong, Erika
    Sboner, Andrea
    Bhinder, Bhavneet
    Bareja, Rohan
    Ravichandran, Hiranmayi
    Jessurun, Jose
    Rendeiro, Andre
    Shah, Manish
    Elemento, Olivier
    Mosquera, Juan Miguel
    [J]. MODERN PATHOLOGY, 2021, 34 (SUPPL 2) : 418 - 419
  • [3] Characterization of Colorectal Cancer Immune Microenvironment and Potential Prognostic Biomarkers
    Hissong, Erika
    Sboner, Andrea
    Bhinder, Bhavneet
    Bareja, Rohan
    Ravichandran, Hiranmayi
    Jessurun, Jose
    Rendeiro, Andre
    Shah, Manish
    Elemento, Olivier
    Mosquera, Juan Miguel
    [J]. LABORATORY INVESTIGATION, 2021, 101 (SUPPL 1) : 418 - 419
  • [4] A prognostic model based on tumor microenvironment and immune cell in colorectal cancer
    Lin, Yufu
    Chen, Yabo
    Gan, Lu
    Li, Zhiyong
    Shen, Feng
    [J]. SCANDINAVIAN JOURNAL OF GASTROENTEROLOGY, 2024, 59 (03) : 304 - 315
  • [5] Prognostic value and immune infiltration of novel signatures in colon cancer microenvironment
    Lin, Yilin
    Pan, Xiaoxian
    Chen, Zhihua
    Lin, Suyong
    Shen, Zhanlong
    Chen, Shaoqin
    [J]. CANCER CELL INTERNATIONAL, 2021, 21 (01)
  • [6] Analyzing and validating the prognostic value and mechanism of colon cancer immune microenvironment
    Wang, Xinyi
    Duanmu, Jinzhong
    Fu, Xiaorui
    Li, Taiyuan
    Jiang, Qunguang
    [J]. JOURNAL OF TRANSLATIONAL MEDICINE, 2020, 18 (01)
  • [7] Analyzing and validating the prognostic value and mechanism of colon cancer immune microenvironment
    Xinyi Wang
    Jinzhong Duanmu
    Xiaorui Fu
    Taiyuan Li
    Qunguang Jiang
    [J]. Journal of Translational Medicine, 18
  • [8] Prognostic value and immune infiltration of novel signatures in colon cancer microenvironment
    Yilin Lin
    Xiaoxian Pan
    Zhihua Chen
    Suyong Lin
    Zhanlong Shen
    Shaoqin Chen
    [J]. Cancer Cell International, 21
  • [9] Prognostic significance of myeloid immune cells and their spatial distribution in the colorectal cancer microenvironment
    Vayrynen, Juha P.
    Haruki, Koichiro
    Vayrynen, Sara A.
    Lau, Mai Chan
    Dias Costa, Andressa
    Borowsky, Jennifer
    Zhao, Melissa
    Ugai, Tomotaka
    Kishikawa, Junko
    Akimoto, Naohiko
    Zhong, Rong
    Shi, Shanshan
    Chang, Tzuu-Wang
    Fujiyoshi, Kenji
    Arima, Kota
    Twombly, Tyler S.
    Da Silva, Annacarolina
    Song, Mingyang
    Wu, Kana
    Zhang, Xuehong
    Chan, Andrew T.
    Nishihara, Reiko
    Fuchs, Charles S.
    Meyerhardt, Jeffrey A.
    Giannakis, Marios
    Ogino, Shuji
    Nowak, Jonathan A.
    [J]. JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2021, 9 (04)
  • [10] Prognostic value of the immune microenvironment in lung adenocarcinoma
    Kadota, Kyuichi
    Nitadori, Jun-ichi
    Adusumilli, Prasad S.
    [J]. ONCOIMMUNOLOGY, 2013, 2 (05):