Joint analysis identified FAP as a prognostic and diagnostic biomarker correlated immune infiltration in gastric cancer

被引:3
作者
Zhang, Kai [1 ]
Yue, Bingtong [1 ]
Duan, Xiaoxuan [1 ]
Chen, Wei [1 ]
Dai, Xiaoshuo [1 ]
Chen, Yihuan [1 ]
Li, Xin [1 ,2 ,3 ]
Lu, Jing [1 ,2 ,3 ]
机构
[1] Zhengzhou Univ, Sch Basic Med Sci, Dept Pathophysiol, 100 Sci Ave, Zhengzhou 450001, Henan, Peoples R China
[2] Zhengzhou Univ, Collaborat Innovat Ctr Henan Prov Canc Chemopreven, Zhengzhou 450001, Henan, Peoples R China
[3] Zhengzhou Univ, State Key Lab Esophageal Canc Prevent & Treatment, Zhengzhou 450052, Henan, Peoples R China
关键词
Gastric cancer; FAP; Prognosis; Diagnosis; Immune infiltration; FIBROBLAST ACTIVATION PROTEIN; TRIPLE-HELIX REPEAT; WEB SERVER; EXPRESSION; ALPHA; GENE; ANGIOGENESIS; METASTASIS; QUALITY; ASPORIN;
D O I
10.1016/j.prp.2023.154462
中图分类号
R36 [病理学];
学科分类号
100104 ;
摘要
Gastric cancer is one of the most malignant types of cancer in the digestive system because of its high incidence and mortality. There is a notable association between gastric cancer progression and the level and sort of immune cells infiltrating the tumor microenvironment. First, 41 up-regulated differentially expressed genes (DEGs) and 91 down-regulated DEGs were identified from the Gene Expression Omnibus (GEO) database. Among the 21 core genes, prognosis biomarkers FAP, ASPN and CTHRC1 were identified for further study via Kaplan-Meier Plotter, with FAP having the highest prognostic value among them. In addition, the ROC curves of FAP (AUC=0.992), ASPN (AUC=0.955) and CTHRC1 (AUC=0.983) also showed high diagnostic value. Then the expression and mutation levels of the biomarkers were verified by GEPIA and cBioPortal. Their high expression levels were closely correlated to the clinical stages and metastasis status of gastric cancer. Furthermore, their expression was strongly relevant to immune infiltration and macrophage marker levels. In drug response analysis, gastric cancer cell lines with overexpression of FAP and ASPN were more sensitive to PI3K and MET inhibitors, respectively. Importantly, the meta-analysis showed that FAP had an overall positive rate of 68 % (63-73 %, 95 % CI; n = 382) and the patients with high expression of FAP showed a poor prognosis in terms of OS (HR=1.82, 1.33-2.48, 95 % CI) in gastric cancer. In short, FAP, ASPN and CTHRC1 were identified as potential prognostic and diagnostic biomarkers related with immunity and might be effective therapeutic targets of gastric cancer, and the significance of FAP for the prognosis was further assessed by meta-analysis.
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页数:14
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共 54 条
  • [1] Fibroblast activation protein:: a serine protease expressed at the remodeling interface in idiopathic pulmonary flbrosis
    Acharya, PS
    Zukas, A
    Chandan, V
    Katzenstein, ALA
    Puré, E
    [J]. HUMAN PATHOLOGY, 2006, 37 (03) : 352 - 360
  • [2] Tumor Microenvironment
    Arneth, Borros
    [J]. MEDICINA-LITHUANIA, 2020, 56 (01):
  • [3] Bang YJ, 2010, LANCET, V376, P1302
  • [4] The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity
    Barretina, Jordi
    Caponigro, Giordano
    Stransky, Nicolas
    Venkatesan, Kavitha
    Margolin, Adam A.
    Kim, Sungjoon
    Wilson, Christopher J.
    Lehar, Joseph
    Kryukov, Gregory V.
    Sonkin, Dmitriy
    Reddy, Anupama
    Liu, Manway
    Murray, Lauren
    Berger, Michael F.
    Monahan, John E.
    Morais, Paula
    Meltzer, Jodi
    Korejwa, Adam
    Jane-Valbuena, Judit
    Mapa, Felipa A.
    Thibault, Joseph
    Bric-Furlong, Eva
    Raman, Pichai
    Shipway, Aaron
    Engels, Ingo H.
    Cheng, Jill
    Yu, Guoying K.
    Yu, Jianjun
    Aspesi, Peter, Jr.
    de Silva, Melanie
    Jagtap, Kalpana
    Jones, Michael D.
    Wang, Li
    Hatton, Charles
    Palescandolo, Emanuele
    Gupta, Supriya
    Mahan, Scott
    Sougnez, Carrie
    Onofrio, Robert C.
    Liefeld, Ted
    MacConaill, Laura
    Winckler, Wendy
    Reich, Michael
    Li, Nanxin
    Mesirov, Jill P.
    Gabriel, Stacey B.
    Getz, Gad
    Ardlie, Kristin
    Chan, Vivien
    Myer, Vic E.
    [J]. NATURE, 2012, 483 (7391) : 603 - 607
  • [5] NCBI GEO: archive for functional genomics data sets-update
    Barrett, Tanya
    Wilhite, Stephen E.
    Ledoux, Pierre
    Evangelista, Carlos
    Kim, Irene F.
    Tomashevsky, Maxim
    Marshall, Kimberly A.
    Phillippy, Katherine H.
    Sherman, Patti M.
    Holko, Michelle
    Yefanov, Andrey
    Lee, Hyeseung
    Zhang, Naigong
    Robertson, Cynthia L.
    Serova, Nadezhda
    Davis, Sean
    Soboleva, Alexandra
    [J]. NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) : D991 - D995
  • [6] Fibroblast activation protein-α in tumor cells promotes colorectal cancer angiogenesis via the Akt and ERK signaling pathways
    Cao, Feng
    Wang, Songsong
    Wang, Huanqin
    Tang, Wei
    [J]. MOLECULAR MEDICINE REPORTS, 2018, 17 (02) : 2593 - 2599
  • [7] Tumor-Associated Macrophages as Major Players in the Tumor Microenvironment
    Chanmee, Theerawut
    Ontong, Pawared
    Konno, Kenjiro
    Itano, Naoki
    [J]. CANCERS, 2014, 6 (03) : 1670 - 1690
  • [8] Coto-Llerena M., FRONT ONCOL
  • [9] Cui Peng, 2012, Genomics Proteomics & Bioinformatics, V10, P4, DOI 10.1016/S1672-0229(11)60028-4
  • [10] Alteration of the Tumor Stroma Using a Consensus DNA Vaccine Targeting Fibroblast Activation Protein (FAP) Synergizes with Antitumor Vaccine Therapy in Mice
    Duperret, Elizabeth K.
    Trautz, Aspen
    Ammons, Dylan
    Perales-Puchalt, Alfredo
    Wise, Megan C.
    Yan, Jian
    Reed, Charles
    Weiner, David B.
    [J]. CLINICAL CANCER RESEARCH, 2018, 24 (05) : 1190 - 1201