Infiltrating T-cell abundance combined with EMT-related gene expression as a prognostic factor of colon cancer

被引:9
|
作者
Huang, Xiaowei [1 ]
Chen, Chan [2 ]
Xu, Yajing [1 ]
Shen, Lanxiao [3 ]
Chen, Yi [4 ]
Su, Huafang [1 ]
机构
[1] Wenzhou Med Univ, Affiliated Hosp 1, Dept Radiat Oncol, Wenzhou, Peoples R China
[2] Wenzhou Med Univ, Affiliated Hosp 1, Dept Geriatr Med, Wenzhou, Peoples R China
[3] Wenzhou Med Univ, Affiliated Hosp 1, Dept Radiotherapy Ctr, Wenzhou, Peoples R China
[4] Karolinska Inst, Dept Oncol Pathol, Stockholm, Sweden
基金
中国国家自然科学基金;
关键词
Colon cancer; EMT; T-cells; immune checkpoint blockade; survival; EPITHELIAL-MESENCHYMAL TRANSITION; COLORECTAL-CANCER; SURVIVAL; METASTASIS; MICROENVIRONMENT; MIGRATION; SUBTYPES; THERAPY; ZEB1; TREG;
D O I
10.1080/21655979.2021.1939618
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
EMT-related gene expression reportedly exhibits correlation with the anti-tumor immunity of T cells. In the present study, we explored the factors that might affect the efficacy of immunotherapy in colon cancer with treatment. In this regard, RNA-seq and clinical data of 469 colon cancer samples derived from the Cancer Genome Atlas (TCGA) database were used to calculate infiltrating T-cell abundance (ITA), to illustrate a pathway enrichment analysis, and to construct Cox proportional hazards (CPH) regression models. Subsequently, the RNA-seq and clinical data of 177 colon cancer samples derived from the GSE17536 cohort were used to validate the CPH regression models. We found that ITA showed correlation with EMT-related gene expression, and that it was not an independent prognostic factor for colon cancer. However, upon comparison of two groups with the same ITA, higher EMT expression helped predicted a worse prognosis, whereas a higher ITA could help predict a better prognosis upon comparison of two groups with the same EMT. Additionally, seven genes were found to be statistically related to the prognosis of patients with colon cancer. These results suggest that the balance between ITA and EMT-related gene expression is conducive to the prognosis of patients with colon cancer, and TPM1 is necessary to further explore the common target genes of immune checkpoint blockade.
引用
收藏
页码:2688 / 2701
页数:14
相关论文
共 50 条
  • [41] Curcumin inhibits human colon cancer cell growth by suppressing gene expression of epidermal growth factor receptor through reducing the activity of the transcription factor Egr-1
    Chen, A
    Xu, J
    Johnson, AC
    ONCOGENE, 2006, 25 (02) : 278 - 287
  • [42] Curcumin inhibits human colon cancer cell growth by suppressing gene expression of epidermal growth factor receptor through reducing the activity of the transcription factor Egr-1
    A Chen
    J Xu
    A C Johnson
    Oncogene, 2006, 25 : 278 - 287
  • [43] Identification of T cell-related biomarkers for breast cancer based on weighted gene co-expression network analysis
    Ye, Zhenkai
    JOURNAL OF CHEMOTHERAPY, 2023, 35 (04) : 298 - 306
  • [44] Density of Tumor-Infiltrating FOXP3+T Cells as a Response Marker for Induction Chemoradiotherapy and a Potential Prognostic Factor in Patients Treated with Trimodality Therapy for Locally Advanced Non-Small Cell Lung Cancer
    Tao, Hiroyuki
    Shien, Kazuhiko
    Soh, Junichi
    Matsuda, Eisuke
    Toyooka, Shinichi
    Okabe, Kazunori
    Miyoshi, Shinichiro
    ANNALS OF THORACIC AND CARDIOVASCULAR SURGERY, 2014, 20 (06) : 980 - 986
  • [45] Prognostic Significance of Survivin Expression and Combined Analysis with Cancer Stem Cell and Epithelial-Mesenchymal Transition-related Markers in Patients with Rectal Cancer Undergoing Preoperative Chemoradiotherapy
    Kim, Jiyoung
    Ahn, Soomin
    Kim, Kyubo
    Cho, Min Sun
    Kim, Kwang Ho
    Lee, Ryung-Ah
    Nam, Eun Mi
    ANTICANCER RESEARCH, 2018, 38 (12) : 6881 - 6889
  • [46] THE PROGNOSTIC-SIGNIFICANCE OF PROLIFERATING CELL NUCLEAR ANTIGEN, EPIDERMAL GROWTH-FACTOR RECEPTOR, AND MDR GENE-EXPRESSION IN COLORECTAL-CANCER
    MAYER, A
    TAKIMOTO, M
    FRITZ, E
    SCHELLANDER, G
    KOFLER, K
    LUDWIG, H
    CANCER, 1993, 71 (08) : 2454 - 2460
  • [47] Expression of the gut-enriched Kruppel-like factor (Kruppel-like factor 4) gene in the human colon cancer cell line RKO is dependent on CDX2
    Dang, DT
    Mahatan, CS
    Dang, LH
    Agboola, IA
    Yang, VW
    ONCOGENE, 2001, 20 (35) : 4884 - 4890
  • [48] Prognostic Significance of Expression of the Epithelial-Mesenchymal Transition-Related Factor Brachyury in Intrathoracic Lymphatic Spread of Non-Small Cell Lung Cancer
    Shinichiro Shimamatsu
    Tatsuro Okamoto
    Akira Haro
    Hirokazu Kitahara
    Mikihiro Kohno
    Yosuke Morodomi
    Tetsuzo Tagawa
    Shinji Okano
    Yoshinao Oda
    Yoshihiko Maehara
    Annals of Surgical Oncology, 2016, 23 : 1012 - 1020
  • [49] Cytotoxic T-cell-related gene expression signature predicts improved survival in muscle-invasive urothelial bladder cancer patients after radical cystectomy and adjuvant chemotherapy
    Eckstein, Markus
    Strissel, Pamela
    Strick, Reiner
    Weyerer, Veronika
    Wirtz, Ralph
    Pfannstiel, Carolin
    Wullweber, Adrian
    Lange, Fabienne
    Erben, Philipp
    Stoehr, Robert
    Bertz, Simone
    Geppert, Carol Imanuel
    Fuhrich, Nicole
    Taubert, Helge
    Wach, Sven
    Breyer, Johannes
    Otto, Wolfgang
    Burger, Maximilian
    Bolenz, Christian
    Keck, Bastian
    Wullich, Bernd
    Hartmann, Arndt
    Sikic, Danijel
    JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2020, 8 (01)
  • [50] Identification of hub genes related to CD4+ memory T cell infiltration with gene co-expression network predicts prognosis and immunotherapy effect in colon adenocarcinoma
    Tang, Lingxue
    Yu, Sheng
    Zhang, Qianqian
    Cai, Yinlian
    Li, Wen
    Yao, Senbang
    Cheng, Huaidong
    FRONTIERS IN GENETICS, 2022, 13