Identification of Basement Membrane-Related Signatures in Gastric Cancer

被引:4
|
作者
Wang, Jinyun [1 ]
Liu, Dingwei [1 ]
Wang, Qixuan [2 ]
Xie, Yong [1 ]
机构
[1] Nanchang Univ, Digest Dis Hosp, Affiliated Hosp 1, Dept Gastroenterol, Nanchang 330006, Peoples R China
[2] Nanchang Univ, Queen Mary Sch, Med Coll, Nanchang 330006, Peoples R China
基金
中国国家自然科学基金;
关键词
gastric cancer; basement membrane-related gene; prognostic; immune; chemotherapy response; PYRUVATE-DEHYDROGENASE; APOLIPOPROTEIN-D; EXPRESSION; PDK4; PROGNOSIS; MATRIX;
D O I
10.3390/diagnostics13111844
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: The basement membrane (BM) serves as a major barrier to impede tumor cell invasion and extravasation during metastasis. However, the associations between BM-related genes and GC remain unclear. Methods: RNA expression data and corresponding clinical information of STAD samples were downloaded from the TCGA database. We identified BM-related subtypes and constructed a BM-related gene prognostic model using lasso-Cox regression analysis. We also investigated the single-cell properties of prognostic-related genes and the TME characteristic, TMB status, and chemotherapy response in high- and low-risk groups. Finally, we verified our results in the GEPIA database and human tissue specimens. Results: A six-gene lasso Cox regression model (APOD, CAPN6, GPC3, PDK4, SLC7A2, SVEP1) was developed. Activated CD4+ T cells and follicular T cells were shown to infiltrate more widely in the low-risk group. The low-risk group harbored significantly higher TMB and better prognosis, favoring immunotherapy. Conclusions: We constructed a six-gene BM-related prognostic model for predicting GC prognosis, immune cell infiltration, TMB status, and chemotherapy response. This research provides new ideas for developing more effective individualized treatment of GC patients.
引用
收藏
页数:18
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