Integrated analysis of single-cell RNA-seq and bulk RNA-seq to unravel the molecular mechanisms underlying the immune microenvironment in the development of intestinal-type gastric cancer

被引:6
作者
Su, Yongjian [1 ,2 ]
Zhang, Xiaoqing [3 ]
Liang, Youcheng [1 ,2 ]
Sun, Jianbo [1 ]
Lu, Chengyu [2 ,4 ]
Huang, Zunnan [1 ,2 ,4 ]
机构
[1] Guangdong Med Univ, Dongguan Affiliated Hosp 1, Key Lab Comp Aided Drug Design Dongguan City, Dongguan, Peoples R China
[2] Guangdong Med Univ, Key Lab Res & Dev Nat Drugs Guangdong Prov, Sch Pharm, Key Lab Big Data Min & Precis Drug Design, Dongguan, Peoples R China
[3] Guangdong Med Univ, Sch Basic Med, Dongguan, Peoples R China
[4] Guangdong Med Univ, Dongguan 523808, Guangdong, Peoples R China
来源
BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR BASIS OF DISEASE | 2024年 / 1870卷 / 01期
关键词
Intestinal-type gastric cancer; Single-cell RNA sequencing; Tumor immune microenvironment; Intercellular interactions; Plasma cells; MIGRATION INHIBITORY FACTOR; TERTIARY LYMPHOID STRUCTURES; INFILTRATING PLASMA-CELLS; B-CELLS; PROGNOSTIC IMPACT; BREAST-CANCER; EXPRESSION; INFLAMMATION; GALECTIN-9; DIFFUSE;
D O I
10.1016/j.bbadis.2023.166849
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Intestinal-type gastric cancer (IGC) is the most frequent type of gastric cancer in high-incidence populations. The early stages of IGC growth successively include nonatrophic gastritis (NAG), chronic atrophic gastritis (CAG) and intestinal metaplasia (IM). However, the mechanisms of IGC development through these stages remain unclear. For this study, single-cell RNA-seq data related to IGC were downloaded from the GEO database, and immune cells of the tumor microenvironment (TME) were annotated using R software. Changes in the proportion of immune cells and altered cell-to-cell interactions were explored at different disease stages using R software, with a focus on plasma cells. Additionally, IGC samples from the TCGA database were used for immune cell infiltration analysis, and a Cox proportional risk regression model was constructed to identify possible prognostic genes. The results indicated that for precancerous lesions, interactions between immune cells were mainly dominated by chemokines to stimulate the infiltration and activation of immune cells. In tumors, intercellular movement of upregulated molecules and amplified signals were associated with the tumor necrosis factor family and immunosuppression to escape immune surveillance and promote tumor growth. Regarding prognostic analysis, IGLC3, IGLV1-44, IGKV1-16, IGHV3-21, IGLV1-51, and IGLV3-19 were found to be novel biomarkers for IGC. Our analysis of the IGC single-cell atlas together with bulk transcriptome data contributes to understanding TME heterogeneity at the molecular level during IGC development and provides insights for elucidating the mechanism of IGC and discovering novel targets for precise therapy.
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页数:13
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