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SLC8A1,一种基于单细胞RNA测序和泛癌分析的复发性流产和子宫内膜癌新的预后生物标志物及免疫治疗靶点。

SLC8A1, a novel prognostic biomarker and immunotherapy target in RSA and UCEC based on scRNA-seq and pan-cancer analysis.

作者信息

Chu Ji-Jun, Qin Xiu-Juan, Chen Wenting, Xu Zhen, Xu Xian-Jin

机构信息

Department of Gynecology, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, 230031, China.

Department of Pharmacy, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, 230031, China.

出版信息

Heliyon. 2024 Aug 24;10(17):e36899. doi: 10.1016/j.heliyon.2024.e36899. eCollection 2024 Sep 15.

Abstract

BACKGROUND

The field of gynaecological immunology has increasingly focused on recurrent spontaneous abortion (RSA). The complex mechanisms underlying the interaction between RSA and cancer are not well understood.

METHODS

Weighted gene coexpression network analysis (WGCNA), single-cell RNA sequencing (scRNA-seq), and machine learning algorithms were used for the analysis of RSA decidua samples to identify the hub genes. The expression and distribution of the hub genes were subsequently investigated via the pancancer database TCGA. A prognostic prediction was made to assess the impact of the hub genes on the cancer response, mutation burden, immune microenvironment, immune checkpoint, and chemotherapy. assays were performed to determine whether SLC8A1 influences HTR-8/SVneo cell proliferation, apoptosis and the concentration of calcium ions.

RESULTS

SLC8A1 was identified as a hub gene within RSA and was highly expressed in uterine corpus endometrial carcinoma (UCEC). The efficacy of SLC8A1 as a predictive marker was substantiated by calibration curves and the concordance index. The mutation rate of SLC8A1 was found to be 6 % on the basis of the waterfall plot. Immune analysis revealed notable differences in the fractions of T cells and macrophages between the high- and low-expression groups. Patients classified in the low-risk group exhibited enhanced responsiveness to osimertinib, dasatinib, and ibrutinib. The results of experiments revealed that SLC8A1 promotes proliferation and inhibits the apoptosis and concentration of calcium ions in HTR-8/SVneo cells.

CONCLUSION

These findings suggest that SLC8A1 may serve as a promising prognostic biomarker and potential target for immunotherapy in the context of RSA and UCEC.

摘要

背景

妇科免疫学领域越来越关注复发性自然流产(RSA)。RSA与癌症之间相互作用的复杂机制尚未完全了解。

方法

使用加权基因共表达网络分析(WGCNA)、单细胞RNA测序(scRNA-seq)和机器学习算法对RSA蜕膜样本进行分析,以鉴定核心基因。随后通过泛癌数据库TCGA研究核心基因的表达和分布。进行预后预测以评估核心基因对癌症反应、突变负担、免疫微环境、免疫检查点和化疗的影响。进行实验以确定SLC8A1是否影响HTR-8/SVneo细胞增殖、凋亡和钙离子浓度。

结果

SLC8A1被鉴定为RSA中的一个核心基因,在子宫内膜癌(UCEC)中高表达。校准曲线和一致性指数证实了SLC8A1作为预测标志物的有效性。根据瀑布图,SLC8A1的突变率为6%。免疫分析显示高表达组和低表达组之间T细胞和巨噬细胞比例存在显著差异。低风险组患者对奥希替尼、达沙替尼和伊布替尼的反应增强。实验结果表明,SLC8A1促进HTR-8/SVneo细胞增殖并抑制其凋亡和钙离子浓度。

结论

这些发现表明,SLC8A1可能是RSA和UCEC背景下有前景的预后生物标志物和免疫治疗的潜在靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ace9/11388753/6c6afba9f3db/gr1.jpg

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