Comprehensive Analysis and Identification of Prognostic Biomarkers and Therapeutic Targets Among FAM83 Family Members for Gastric Cancer

被引:11
|
作者
Zhang, Tianhao [1 ,2 ,3 ]
Lai, Shurong [1 ,2 ]
Cai, Yuzhi [4 ]
Huang, Zhixin [1 ,2 ,3 ]
Li, Ying [5 ]
Chen, Sile [1 ,2 ]
Zhang, Zhimei [6 ]
Ye, Zhijun [1 ,2 ]
Lai, Xiaoling [1 ,2 ]
Zhai, Ertao [1 ,2 ]
Cai, Shirong [1 ,2 ]
Chen, Jianhui [1 ,2 ]
机构
[1] Sun Yat Sen Univ, Affiliated Hosp 1, Ctr Gastrointestinal Surg, Guangzhou, Peoples R China
[2] Sun Yat Sen Univ, Gastr Canc Ctr, Guangzhou, Peoples R China
[3] Sun Yat Sen Univ, Affiliated Hosp 1, Lab Gen Surg, Guangzhou, Peoples R China
[4] Guangzhou Panyu Cent Hosp, Dept Hepatobiliary Surg, Guangzhou, Peoples R China
[5] Guangdong Acad Sci, Inst MicroBiol, Guangdong Prov Key Lab Microbial Safety & Hlth, China State Key Lab Appl Microbiol Southern China, Guangzhou, Peoples R China
[6] Sun Yat Sen Univ, Affiliated Hosp 1, Dept Pathol, Guangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
gastric cancer; FAM83 family members; prognostic biomarker; lasso regression analysis; nomogram prognostic model; immune cell infiltration; GENE-EXPRESSION; CELL-PROLIFERATION; UP-REGULATION; WEB SERVER; PROGRESSION; METASTASIS; ACTIVATION; RESISTANCE; PROMOTES; INVASION;
D O I
10.3389/fcell.2021.719613
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Background: Gastric cancer (GC) is one of the most common and poor prognosis malignancy in the world. The Family with sequence similarity 83 (FAM83) comprises of eight members of A-H. Accumulating evidence confirmed important roles for FAM83 family in tumorigenesis and progression. However, the prognostic values of FAM83 family in GC still have not been clarified.Methods: ONCOMINE, UALCAN, GEPIA, THE HUMAN PROTEIN ATLAS, Kaplan-Meier Plotter, cBioPortal, DAVID, STRING and TIMER databases and R software were adopted in this study.Results: In this study, we demonstrated that the mRNA levels of FAM83 B/C/D/H were significantly up-regulated in stomach adenocarcinoma (STAD), but the protein level of FAM83G/H were remarkable lowly in STAD. Next, FAM83C/D/G/H were significantly associated with tumor stages in STAD patients. Then, the mutation rate of FAM83 family members in STAD patients was 46%, and the highest mutation rate was FAM83H (23%). Furthermore, the functions of FAM83 family and their 259 co-expression genes were primarily related to Shigellosis, RNA degradation and Ribosome biogenesis in eukaryotes pathway. Besides, we have established the prognostic model of FAM83 family in STAD, including the prognostic model of STAD patients (FAM83C/D/G), STAD with lymph node metastasis (FAM83C/D/G/H) and STAD with ERBB2 high expression (FAM83G/H). FAM83C/D high expression with a poor prognosis, while FAM83G/H high expression with a favorable prognosis of STAD. Additionally, we found that the expression of FAM83C/D/G/H were significantly correlated with the infiltration of six types of immune cells [B cells, CD8(+)T cells, CD4(+)T cells, macrophages and Myeloid dendritic cells (DC)], whereas CD4(+)T cells and Macrophage cells have higher risk scores (HR > 1) when FAM83C lowly expression and FAM83D highly expression. The risk score of NK cells was significantly reduced when FAM83G lowly expression and FAM83H highly expression (HR < 1).Conclusion: These findings suggested that FAM83C/D/G/H might play key roles in STAD tumorigenesis and progression, and FAM83C/D might be risk factors but FAM83G/H might be favorable prognostic factors for STAD patients. In addition, CD4(+)T cells and Macrophage cells may be the promoters of FAM83D in progression of STAD, while NK cells may promote the protective effect of FAM83H on STAD patients.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] Identification of Prognostic and Therapeutic Biomarkers among FAM83 Family Members for Pancreatic Ductal Adenocarcinoma
    Ma, Zuyi
    Zhou, Zixuan
    Zhuang, Hongkai
    Li, Zhenchong
    Ma, Zuguang
    Huang, Bowen
    Liu, Chunsheng
    Gong, Yuanfeng
    Zou, Yiping
    Zheng, Zehao
    Huang, Shanzhou
    Zhang, Chuanzhao
    Hou, Baohua
    DISEASE MARKERS, 2021, 2021
  • [2] Comprehensive analysis of the expression, prognostic significance, and function of FAM83 family members in breast cancer
    Jin, Yi
    Yu, Jiahui
    Jiang, Yi
    Bu, Jiawen
    Zhu, Tong
    Gu, Xi
    Zhu, Xudong
    WORLD JOURNAL OF SURGICAL ONCOLOGY, 2022, 20 (01)
  • [3] Comprehensive analysis of the expression, prognostic significance, and function of FAM83 family members in breast cancer
    Yi Jin
    Jiahui Yu
    Yi Jiang
    Jiawen Bu
    Tong Zhu
    Xi Gu
    Xudong Zhu
    World Journal of Surgical Oncology, 20
  • [4] Identification of Prognostic Biomarkers Among FAM83 Family Genes in Human Ovarian Cancer Through Bioinformatic Analysis and Experimental Verification
    Lin, Shaochong
    Du, Junpeng
    Hao, Jun
    Luo, Xiaohua
    Wu, Han
    Zhang, Huifang
    Zhao, Xinxin
    Xu, Lida
    Wang, BaoJin
    CANCER MANAGEMENT AND RESEARCH, 2021, 13 : 8611 - 8627
  • [5] FAM83A and FAM83B as Prognostic Biomarkers and Potential New Therapeutic Targets in NSCLC
    Richtmann, S.
    Wilkens, D.
    Warth, A.
    Lasitschka, F.
    Winter, H.
    Christopoulos, P.
    Herth, F.
    Muley, T.
    Meister, M.
    Schneider, M.
    JOURNAL OF THORACIC ONCOLOGY, 2019, 14 (10) : S964 - S964
  • [6] FAM83A and FAM83B as Prognostic Biomarkers and Potential New Therapeutic Targets in NSCLC
    Richtmann, Sarah
    Wilkens, Dennis
    Warth, Arne
    Lasitschka, Felix
    Winter, Hauke
    Christopoulos, Petros
    Herth, Felix J. F.
    Muley, Thomas
    Meister, Michael
    Schneider, Marc A.
    CANCERS, 2019, 11 (05)
  • [7] Identification and Validation of Chromobox Family Members as Potential Prognostic Biomarkers and Therapeutic Targets for Human Esophageal Cancer
    Fang, Xuefen
    Wang, Junjun
    Chen, Jiabing
    Zhuang, Mingkai
    Huang, Tingxuan
    Chen, Zhixin
    Huang, Yuehong
    Zheng, Biyun
    Wang, Xiaozhong
    FRONTIERS IN GENETICS, 2022, 13
  • [8] Systematic Analysis of Expression Profiles and Prognostic Significance for FAM83 Family in Non-small-Cell Lung Cancer
    Gan, Junqing
    Li, Yanjing
    Meng, Qingwei
    FRONTIERS IN MOLECULAR BIOSCIENCES, 2020, 7
  • [9] Identification of therapeutic targets and prognostic biomarkers among frizzled family genes in glioma
    Huang, Ke
    Xu, Huimei
    Han, Liang
    Xu, Ruiming
    Xu, Zhaoqing
    Xie, Yi
    FRONTIERS IN MOLECULAR BIOSCIENCES, 2023, 9
  • [10] Pan-cancer analysis of the FAM83 family and its association with prognosis and tumor microenvironment
    Yuan, Shangkun
    Huang, Zhisheng
    Qian, Xiaoying
    Wang, Yong
    Fang, Chen
    Chen, Renfang
    Zhang, Xinwei
    Xiao, Zhehao
    Wang, Qian
    Yu, Biao
    Li, Yong
    FRONTIERS IN GENETICS, 2022, 13