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

IF 2.5 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Advances in medical sciences Pub Date : 2024-04-16 DOI:10.1016/j.advms.2024.04.002
Yan Li, Yan-Tong Zhang, Bing Han, Lan Xue, Yan Wei, Ge Li
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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.

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单细胞测序分析证实 ANRIL 与肺动脉高压中平滑肌细胞增殖和迁移基因特征的相关性
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。我们的目的是探索 PAH 中平滑肌细胞的异质性。方法从 NCBI 基因表达总库中获得了 GSE210248 资料,其中包含 3 名 PAH 患者和 3 名健康供体的肺动脉(PA)scRNA-seq 数据。经过质量控制、归一化和降维处理后,进行了细胞聚类分析。先后对平滑肌细胞(SMC)进行了差异表达分析和功能富集分析。计算了平滑肌细胞中细胞周期和细胞迁移基因组的富集得分。然后计算了 INK4 位点反义非编码 RNA(ANRIL)表达与两个基因组之间的 Spearman 相关系数。PAH 样本中 SMC 的比例有所增加。SMC 被分为五个亚群,具有不同的生物学功能。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 SMCs 细胞周期和细胞迁移基因集的富集得分高于供体。ANRIL 在 PAH 样本中明显下调,并与两个基因组的得分呈负相关。PAH中SMC增殖和迁移能力的改变与ANRIL的表达有关。
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来源期刊
Advances in medical sciences
Advances in medical sciences 医学-医学:研究与实验
CiteScore
5.00
自引率
0.00%
发文量
53
审稿时长
25 days
期刊介绍: Advances in Medical Sciences is an international, peer-reviewed journal that welcomes original research articles and reviews on current advances in life sciences, preclinical and clinical medicine, and related disciplines. The Journal’s primary aim is to make every effort to contribute to progress in medical sciences. The strive is to bridge laboratory and clinical settings with cutting edge research findings and new developments. Advances in Medical Sciences publishes articles which bring novel insights into diagnostic and molecular imaging, offering essential prior knowledge for diagnosis and treatment indispensable in all areas of medical sciences. It also publishes articles on pathological sciences giving foundation knowledge on the overall study of human diseases. Through its publications Advances in Medical Sciences also stresses the importance of pharmaceutical sciences as a rapidly and ever expanding area of research on drug design, development, action and evaluation contributing significantly to a variety of scientific disciplines. The journal welcomes submissions from the following disciplines: General and internal medicine, Cancer research, Genetics, Endocrinology, Gastroenterology, Cardiology and Cardiovascular Medicine, Immunology and Allergy, Pathology and Forensic Medicine, Cell and molecular Biology, Haematology, Biochemistry, Clinical and Experimental Pathology.
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