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单细胞测序分析在计算机上证实了 ANRIL 与肺动脉高压中平滑肌细胞增殖和迁移基因特征增加的关联。

Single-cell sequencing analysis confirms the association of ANRIL with the increased smooth muscle cell proliferation and migration gene signatures in pulmonary artery hypertension in silico.

机构信息

Department of Biochemistry, Heze Medical College, Heze, Shandong Province, China.

Department of Biochemistry, Heze Medical College, Heze, Shandong Province, China.

出版信息

Adv Med Sci. 2024 Sep;69(2):217-223. doi: 10.1016/j.advms.2024.04.002. Epub 2024 Apr 16.

Abstract

PURPOSE

Smooth muscle cell (SMC) dysregulation is part of the pathological basis of pulmonary artery hypertension (PAH). We aimed to explore the heterogeneity of SMCs in PAH.

METHODS

The profile GSE210248 was obtained from NCBI Gene Expression Omnibus, containing the scRNA-seq data of pulmonary arteries (PA) from three patients with PAH and three healthy donors. After quality control, normalization, and dimension reduction, cell clustering analysis was performed. Differential expression analysis and functional enrichment analysis were carried out successively in smooth muscle cells (SMCs). The enrichment scores of cell cycle and cell migration gene sets in SMCs were calculated. Then, the Spearman correlation coefficients between antisense non-coding RNA in the INK4 locus (ANRIL) expression and two gene sets were computed.

RESULTS

Eight cell clusters were identified in PA from samples. The proportion of SMCs was increased in PAH samples. SMCs were divided into five subclusters with diverse biological functions. Muscle contraction-related SMC1 was decreased, while extracellular matrix organization-related SMC2, immune and inflammatory response-related SMC4 and SMC5 were increased in PAH samples compared with healthy donors. The enrichment scores of cell cycle and cell migration gene sets in SMCs were higher in PAH samples than in donors. ANRIL was down-regulated significantly in PAH samples and was negatively related to the scores of two gene sets.

CONCLUSION

SMCs exhibited significant heterogeneity in PAH. The altered abilities of SMC proliferation and migration in PAH were associated with ANRIL expression.

摘要

目的

平滑肌细胞(SMC)失调是肺动脉高压(PAH)病理基础的一部分。我们旨在探索 PAH 中 SMC 的异质性。

方法

从 NCBI Gene Expression Omnibus 中获取 GSE210248 数据集,包含 3 例 PAH 患者和 3 例健康供体的肺动脉(PA)的 scRNA-seq 数据。经过质量控制、归一化和降维后,进行细胞聚类分析。在 SMC 中进行差异表达分析和功能富集分析。计算细胞周期和细胞迁移基因集在 SMC 中的富集分数。然后,计算 ANRIL 表达与两个基因集之间的反义非编码 RNA 在 INK4 基因座的 Spearman 相关系数。

结果

在来自样本的 PA 中鉴定出 8 个细胞簇。PAH 样本中 SMC 的比例增加。SMC 分为五个具有不同生物学功能的亚簇。与健康供体相比,PAH 样本中与肌肉收缩相关的 SMC1 减少,而与细胞外基质组织相关的 SMC2、与免疫和炎症反应相关的 SMC4 和 SMC5 增加。PAH 样本中 SMC 的细胞周期和细胞迁移基因集的富集分数高于供体。PAH 样本中 ANRIL 显著下调,与两个基因集的分数呈负相关。

结论

PAH 中的 SMC 表现出明显的异质性。PAH 中 SMC 增殖和迁移能力的改变与 ANRIL 表达有关。

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