Gemcitabine-Resistant Biomarkers in Bladder Cancer are Associated with Tumor-Immune Microenvironment

被引:10
|
作者
Song, Yuxuan [1 ,2 ]
Du, Yiqing [1 ]
Qin, Caipeng [1 ]
Liang, Haohong [2 ]
Yang, Wenbo [1 ]
Lin, Jiaxing [1 ]
Ding, Mengting [1 ]
Han, Jingli [1 ]
Xu, Tao [1 ]
机构
[1] Peking Univ Peoples Hosp, Dept Urol, Beijing, Peoples R China
[2] Peking Univ, Sch Life Sci, Biomed Pioneering Innovat Ctr BIOPIC, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
bladder cancer; gemcitabine; tumor immune microenvironment; GEO; TCGA; CONNECTIVITY MAP; EXPRESSION; CHEMOTHERAPY; METASTASIS; SIGNATURES; MORTALITY; PREDICTS; DATABASE; THERAPY; GENES;
D O I
10.3389/fcell.2021.809620
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
To identify key biomarkers in gemcitabine (GEM)-resistant bladder cancer (BCa) and investigate their associations with tumor-infiltrating immune cells in a tumor immune microenvironment, we performed the present study on the basis of large-scale sequencing data. Expression profiles from the Gene Expression Omnibus GSE77883 dataset and The Cancer Genome Atlas BLCA dataset were analyzed. Both BCa development and GEM-resistance were identified to be immune-related through evaluating tumor-infiltrating immune cells. Eighty-two DEGs were obtained to be related to GEM-resistance. Functional enrichment analysis demonstrated they were related to regulation of immune cells proliferation. Protein-protein interaction network selected six key genes (CAV1, COL6A2, FABP4, FBLN1, PCOLCE, and CSPG4). Immunohistochemistry confirmed the down-regulation of the six key genes in BCa. Survival analyses revealed the six key genes were significantly associated with BCa overall survival. Correlation analyses revealed the six key genes had high infiltration of most immune cells. Gene set enrichment analysis further detected the key genes might regulate GEM-resistance through immune response and drug metabolism of cytochrome P450. Next, microRNA-gene regulatory network identified three key microRNAs (hsa-miR-124-3p, hsa-miR-26b-5p, and hsa-miR-192-5p) involved in GEM-resistant BCa. Connectivity Map analysis identified histone deacetylase inhibitors might circumvent GEM-resistance. In conclusion, CAV1, COL6A2, FABP4, FBLN1, PCOLCE, and CSPG4 were identified to be critical biomarkers through regulating the immune cell infiltration in an immune microenvironment of GEM-resistance and could act as promising treatment targets for GEM-resistant muscle-invasive BCa.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] Dasatinib enhances tumor growth in gemcitabine-resistant orthotopic bladder cancer xenografts
    Vallo S.
    Michaelis M.
    Gust K.M.
    Black P.C.
    Rothweiler F.
    Kvasnicka H.-M.
    Blaheta R.A.
    Brandt M.P.
    Wezel F.
    Haferkamp A.
    Cinatl J., Jr.
    BMC Research Notes, 9 (1)
  • [2] Therapeutic potential of thalidomide for gemcitabine-resistant bladder cancer
    Huang, Yen Ta
    Cheng, Chuan Chu
    Chiu, Ted H.
    Lai, Pei Chun
    INTERNATIONAL JOURNAL OF ONCOLOGY, 2015, 47 (05) : 1711 - 1724
  • [3] Understanding the tumor-immune microenvironment in prostate cancer
    Dong, Liang
    Myers, Kayla, V
    Pienta, Kenneth J.
    CURRENT OPINION IN ONCOLOGY, 2021, 33 (03) : 231 - 237
  • [4] Gemcitabine-resistant pancreatic ductal adenocarcinoma cells promote immunosuppressive tumor microenvironment
    Kajiwara, Yoshinori
    Tazawa, Hiroshi
    Nishiyama, Takeyoshi
    Shoji, Ryohei
    Fushimi, Takuro
    Kikuchi, Satoru
    Kuroda, Shinji
    Noma, Kazuhiro
    Yoshida, Ryuichi
    Nishizaki, Masahiko
    Kagawa, Shunsuke
    Fujiwara, Toshiyoshi
    CANCER SCIENCE, 2021, 112 : 560 - 560
  • [5] Development of replication-competent adenovirus for gemcitabine-resistant bladder cancer
    Jeong, N-R
    Seo, H-H
    Seo, H. K.
    Jung, Y. S.
    Lee, S-J
    HUMAN GENE THERAPY, 2013, 24 (12) : A157 - A157
  • [6] Cancer-associated fibroblast subtypes modulate the tumor-immune microenvironment and are associated with skin cancer malignancy
    Forsthuber, Agnes
    Aschenbrenner, Bertram
    Korosec, Ana
    Jacob, Tina
    Annusver, Karl
    Krajic, Natalia
    Kholodniuk, Daria
    Frech, Sophie
    Zhu, Shaohua
    Purkhauser, Kim
    Lipp, Katharina
    Werner, Franziska
    Nguyen, Vy
    Griss, Johannes
    Bauer, Wolfgang
    Cardona, Ana Soler
    Weber, Benedikt
    Weninger, Wolfgang
    Gesslbauer, Bernhard
    Staud, Clement
    Nedomansky, Jakob
    Radtke, Christine
    Wagner, Stephan N.
    Petzelbauer, Peter
    Kasper, Maria
    Lichtenberger, Beate M.
    NATURE COMMUNICATIONS, 2024, 15 (01)
  • [7] Specific Biomarkers Are Associated with Docetaxel- and Gemcitabine-Resistant NSCLC Cell Lines
    Pasini, Alice
    Paganelli, Giulia
    Tesei, Anna
    Zoli, Wainer
    Giordano, Emanuele
    Calistri, Daniele
    TRANSLATIONAL ONCOLOGY, 2012, 5 (06): : 461 - 468
  • [8] Ellagic Acid Resensitizes Gemcitabine-Resistant Bladder Cancer Cells by Inhibiting EMT Gemcitabine Transporters
    Wu, Ying S.
    Ho, Jar Y.
    Yu, Cheng Y.
    Huang, Cheng S.
    Gao, Hong W.
    CANCER SCIENCE, 2024, 115 : 800 - 800
  • [9] Cancer Antigen 125 Expression Enhances the Gemcitabine/Cisplatin-Resistant Tumor Microenvironment in Bladder Cancer
    Yamashita, Takahisa
    Higashi, Morihiro
    Sugiyama, Hironori
    Morozumi, Makoto
    Momose, Shuji
    Tamaru, Jun-ichi
    AMERICAN JOURNAL OF PATHOLOGY, 2023, 193 (03): : 350 - 361
  • [10] Development and Characterization of Gemcitabine-Resistant Pancreatic Tumor Cells
    Ami N. Shah
    Justin M. Summy
    Jing Zhang
    Serk In Park
    Nila U. Parikh
    Gary E. Gallick
    Annals of Surgical Oncology, 2007, 14 : 3629 - 3637