Identification and quantification of immune infiltration landscape on therapy and prognosis in left- and right-sided colon cancer

被引:48
|
作者
Guo, Jun-Nan [1 ]
Chen, Du [2 ]
Deng, Shen-Hui [3 ]
Huang, Jia-Rong [4 ]
Song, Jin-Xuan [4 ]
Li, Xiang-Yu [4 ]
Cui, Bin-Bin [1 ]
Liu, Yan-Long [1 ]
机构
[1] Harbin Med Univ, Dept Colorectal Surg, Canc Hosp, Harbin 150086, Peoples R China
[2] First Peoples Hosp Xiangtan City, Dept Oncol Surg 1, Xiangtan 411100, Peoples R China
[3] Harbin Med Univ, Dept Anesthesiol, Affiliated Hosp 4, Harbin 150086, Peoples R China
[4] North Sichuan Med Coll, Dept Clin Med, Nanchong 637000, Peoples R China
关键词
Colon cancer; Left-sided; Right-sided; Immune cell infiltration (ICI); Prognosis; Therapeutic sensitivity; COLORECTAL-CANCER; BLOCKADE; IMMUNOTHERAPY; PACKAGE; CELLS;
D O I
10.1007/s00262-021-03076-2
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background The left-sided and right-sided colon cancer (LCCs and RCCs, respectively) have unique molecular features and clinical heterogeneity. This study aimed to identify the characteristics of immune cell infiltration (ICI) subtypes for evaluating prognosis and therapeutic benefits. Methods The independent gene datasets, corresponding somatic mutation and clinical information were collected from The Cancer Genome Atlas and Gene Expression Omnibus. The ICI contents were evaluated by "ESTIMATE" and "CIBERSORT." We performed two computational algorithms to identify the ICI landscape related to prognosis and found the unique infiltration characteristics. Next, principal component analysis was conducted to construct ICI score based on three ICI patterns. We analyzed the correlation between ICI score and tumor mutation burden (TMB), and stratified patients into prognostic-related high- and low- ICI score groups (HSG and LSG, respectively). The role of ICI scores in the prediction of therapeutic benefits was investigated by "pRRophetic" and verified by Immunophenoscores (IPS) (TCIA database) and an independent immunotherapy cohort (IMvigor210). The key genes were preliminary screened by weighted gene co-expression network analysis based on ICI scores. And they were further identified at various levels, including single cell, protein and immunotherapy response. The predictive ability of ICI score for prognosis was also verified in IMvigor210 cohort. Results The ICI features with a better prognosis were marked by high plasma cells, dendritic cells and mast cells, low memory CD4(+) T cells, M0 macrophages, M1 macrophages, as well as M2 macrophages. A high ICI score was characterized by an increased TMB and genomic instability related signaling pathways. The prognosis, sensitivities of targeted inhibitors and immunotherapy, IPS and expression of immune checkpoints were significantly different in HSG and LSG. The genes identified by ICI scores and various levels included CA2 and TSPAN1. Conclusion The identification of ICI subtypes and ICI scores will help gain insights into the heterogeneity in LCC and RCC, and identify patients probably benefiting from treatments. ICI scores and the key genes could serve as an effective biomarker to predict prognosis and the sensitivity of immunotherapy.
引用
收藏
页码:1313 / 1330
页数:18
相关论文
共 50 条
  • [41] Outcomes of right-sided and left-sided colon cancer after curative resection
    Chien-Yi Yang
    Min-Hsuan Yen
    Kee-Thai Kiu
    Yu-Ting Chen
    Tung-Cheng Chang
    Scientific Reports, 12
  • [42] Difference in gene expressions between left-sided and right-sided colon cancer
    Xia, Chuqi
    Liang, Daoming
    Liao, Chen
    ASIAN JOURNAL OF SURGERY, 2024, 47 (03) : 1673 - 1674
  • [43] Laterality: Immunological Differences Between Right-Sided and Left-Sided Colon Cancer
    Baek, Seong Kyu
    ANNALS OF COLOPROCTOLOGY, 2019, 35 (06) : 291 - 293
  • [44] Comparison of left- and right-sided colorectal cancer to explore prognostic signatures related to pyroptosis
    Luo, Shibi
    Cai, Shenggang
    Zhao, Rong
    Xu, Lin
    Zhang, Xiaolong
    Gong, Xiaolei
    Zhang, Zhiping
    Liu, Qiyu
    HELIYON, 2024, 10 (07)
  • [45] Molecular Analyses of Left- and Right-Sided Tumors in Adolescents and Young Adults with Colorectal Cancer
    Salem, Mohamed E.
    Battaglin, Francesca
    Goldberg, Richard M.
    Puccini, Alberto
    Shields, Anthony F.
    Arguello, David
    Korn, W. Michael
    Marshall, John L.
    Grothey, Axel
    Lenz, Heinz-Josef
    ONCOLOGIST, 2020, 25 (05): : 404 - 413
  • [46] Identification of Essential Tumor-Infiltrating Immune Cells and Relevant Genes in Left-Sided and Right-Sided Colon Cancers
    Su, Chen
    Lin, Zeyang
    Cui, Yongmei
    Cai, Jian-Chun
    Hou, Jingjing
    CANCERS, 2022, 14 (19)
  • [47] Distinctive multicellular immunosuppressive hubs confer different intervention strategies for left- and right-sided colon cancers
    Liu, Bingxin
    Li, Shuwei
    Cheng, Yifei
    Song, Peng
    Xu, Menghuan
    Li, Zhengyi
    Shao, Wei
    Xin, Junyi
    Fu, Zan
    Gu, Dongying
    Du, Mulong
    Zhang, Zhengdong
    Wang, Meilin
    CELL REPORTS MEDICINE, 2024, 5 (06)
  • [48] Identification of genomic expression differences between right-sided and left-sided colon cancer based on bioinformatics analysis
    Peng, Qiliang
    Lin, Kaisu
    Chang, Tao
    Zou, Li
    Xing, Pengfei
    Shen, Yuntian
    Zhu, Yaqun
    ONCOTARGETS AND THERAPY, 2018, 11 : 609 - 618
  • [49] Importance of Arterial Vessel Length for Metastatic Lymph Node Retrieval and Survival in Standardized Left- and Right-Sided Colon Cancer Surgery
    Tiselius, Catarina
    Kindler, Csaba
    Smedh, Kenneth
    JOURNAL OF GASTROINTESTINAL CANCER, 2023, 54 (03) : 809 - 819
  • [50] Importance of Arterial Vessel Length for Metastatic Lymph Node Retrieval and Survival in Standardized Left- and Right-Sided Colon Cancer Surgery
    Catarina Tiselius
    Csaba Kindler
    Kenneth Smedh
    Journal of Gastrointestinal Cancer, 2023, 54 : 809 - 819