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单细胞和批量RNA测序的综合分析揭示了ABCA1在胃腺癌中的不良预后价值。

Integrated analysis of single-cell and bulk RNA-sequencing reveals the poor prognostic value of ABCA1 in gastric adenocarcinoma.

作者信息

Shen Kaiyu, Ke Shuaiyi, Chen Binyu, Gao Wencang

机构信息

The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, 310053, China.

Department of Internal Medicine, Affiliated Xianju's Hospital, XianJu People's Hospital, Zhejiang Southeast Campus of Zhejiang Provincial People's Hospital, Hangzhou Medical College, XianJu, 317399, China.

出版信息

Discov Oncol. 2023 Oct 24;14(1):189. doi: 10.1007/s12672-023-00807-y.

Abstract

PURPOSE

ATP-binding cassette A1 (ABCA1) is a potential prognostic marker for various tumor types. However, the biological effects and prognostic value of ABCA1 in gastric adenocarcinoma (GAC) remain unknown.

METHODS

GAC-associated single-cell RNA and bulk RNA-sequencing (bulk-seq) data were obtained from the Gene Expression Omnibus and The Cancer Genome Atlas databases, respectively. The differential expression of ABCA1 between GAC and normal gastric tissues was analyzed based on the bulk-seq data. Additionally, the relationship between ABCA1 expression and various clinicopathological features was explored. Furthermore, Kaplan-Meier survival and Cox regression analyses were performed to establish the prognostic value of ABCA1. The relationships between ABCA1 expression and anti-tumor drug sensitivity and immune checkpoints were also explored. Finally, the biological functions of ABCA1 were evaluated at the single-cell level, and in vitro studies were performed to assess the effects of ABCA1 on GAC cell proliferation and invasion.

RESULTS

ABCA1 expression is significantly elevated in GAC samples compared with that in normal gastric tissues. Clinical features and survival analysis revealed that high ABCA1 expression is associated with poor clinical phenotypes and prognosis, whereas Cox analysis identified ABCA1 as an independent risk factor for patients with GAC. Furthermore, high ABCA1 expression suppresses sensitivity to various chemotherapeutic drugs, including cisplatin and mitomycin, while upregulating immune checkpoints. ABCA1-overexpressing macrophages are associated with adverse clinical phenotypes in GAC and express unique ligand-receptor pairs that drive GAC progression. In vitro, ABCA1-knockdown GAC cells exhibit significantly inhibited proliferative and invasive properties.

CONCLUSION

High ABCA1 expression promotes an adverse immune microenvironment and low survival rates in patients with GAC. Furthermore, ABCA1 and ABCA1-producing macrophages may serve as novel molecular targets in GAC treatment.

摘要

目的

ATP结合盒转运蛋白A1(ABCA1)是多种肿瘤类型潜在的预后标志物。然而,ABCA1在胃腺癌(GAC)中的生物学效应和预后价值仍不清楚。

方法

分别从基因表达综合数据库和癌症基因组图谱数据库获取与GAC相关的单细胞RNA和批量RNA测序(批量测序)数据。基于批量测序数据分析GAC与正常胃组织中ABCA1的差异表达。此外,探讨ABCA1表达与各种临床病理特征之间的关系。进一步进行Kaplan-Meier生存分析和Cox回归分析以确定ABCA1的预后价值。还探讨了ABCA1表达与抗肿瘤药物敏感性和免疫检查点之间的关系。最后,在单细胞水平评估ABCA1的生物学功能,并进行体外研究以评估ABCA1对GAC细胞增殖和侵袭的影响。

结果

与正常胃组织相比,GAC样本中ABCA1表达显著升高。临床特征和生存分析显示,ABCA1高表达与不良临床表型和预后相关,而Cox分析确定ABCA1是GAC患者的独立危险因素。此外,ABCA1高表达抑制对包括顺铂和丝裂霉素在内的各种化疗药物的敏感性,同时上调免疫检查点。ABCA1过表达的巨噬细胞与GAC中的不良临床表型相关,并表达驱动GAC进展的独特配体-受体对。在体外,ABCA1敲低的GAC细胞表现出显著抑制的增殖和侵袭特性。

结论

ABCA1高表达促进GAC患者不良的免疫微环境和低生存率。此外,ABCA1和产生ABCA1的巨噬细胞可能作为GAC治疗中的新型分子靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/afc4/10597929/823a45bbf978/12672_2023_807_Fig1_HTML.jpg

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