解读系统性红斑狼疮相关肺动脉高压的转录组学景观。

IF 5.8 2区 医学 Q1 Medicine
Yutong Li, Junyan Qian, Xiaoyue Deng, Leyao Ma, Qizhi Yuan, Qian Wang, Zhuang Tian, Xiaofeng Zeng, Xinzhuang Yang, Jiuliang Zhao, Mengtao Li
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引用次数: 0

摘要

背景:系统性红斑狼疮(SLE)是一种涉及多器官损害的自身免疫性疾病。肺动脉高压(PAH)是SLE危及生命的并发症之一。系统性红斑狼疮相关肺动脉高压的根本原因尚未完全了解。除了内皮细胞损伤等与PAH发展相关的机制外,免疫系统的异常激活也在SLE-PAH的发病机制中起着重要作用。方法:本研究采集100例SLE-PAH患者和95例SLE非PAH (SLE-non -PAH)患者外周血标本,进行RNA测序和综合转录组学分析。基于SLE-PAH和SLE-非PAH之间的差异表达基因(DEGs)进行通路富集分析,以阐明SLE患者PAH发展的潜在机制。利用共识非负矩阵分解(cNMF),我们还进行了详细的分析,以确定SLE-PAH人群中的不同亚群。同时,进行蛋白-蛋白相互作用(PPI)分析,检测SLE-PAH亚组间的枢纽基因。检测到的枢纽基因的共同转录因子(TFs)也被发现作为潜在的治疗靶点。结果:炎性信号通路,特别是涉及干扰素和TNFα的信号通路,在SLE-PAH中起重要作用。利用cNMF方法,描述了SLE-PAH患者的三个独特亚组,每个亚组都具有不同水平的炎症活性。具体来说,以白细胞介素-6 (IL-6)活性为标志的高炎症亚组表现出较轻形式的多环芳烃。相反,中度炎症亚组表现出最明显的多环芳烃症状。进一步的疾病富集分析显示,除了炎症通路失调外,最严重的PAH患者表现出不同的致病性转录组谱,破坏血管平滑肌稳态,这是血管健康的关键组成部分。在受影响最严重的亚组中,鉴定出13个中心基因。此外,还发现了两个与这些基因相关的转录因子KLF1和GATA1,它们可能是潜在的治疗靶点。结论:我们的研究确定炎症是SLE-PAH发展的关键驱动因素。同时出现炎症反应失调和PAH特异性致病标志物的患者,其PAH的严重程度明显增加。转录组学分析揭示了炎症机制和多环芳烃分子底物之间复杂的相互作用。这种细致入微的理解为slel - pah更有针对性和更有效的治疗方法铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Deciphering the transcriptomic landscape of systemic lupus erythematosus-associated pulmonary arterial hypertension.

Background: Systemic lupus erythematosus (SLE) is an autoimmune disease that involves multi-organ damage. Pulmonary arterial hypertension (PAH) is one of the life-threatening complications of SLE. The underlying cause of systemic lupus erythematosus-associated pulmonary arterial hypertension has not been fully comprehended. Besides the mechanisms implicated in the development of PAH, such as damage to the endothelial cells, the aberrant activation of the immune system also plays a substantial role in the pathogenesis of SLE-PAH.

Methods: In this study, peripheral blood samples from 100 patients with SLE-PAH and 95 patients of SLE without PAH (SLE-nonPAH) were obtained for RNA sequencing and comprehensive transcriptomic analysis. Pathway enrichment analysis was performed based on differentially expressed genes (DEGs) between SLE-PAH and SLE-nonPAH to elucidate the mechanisms potentially driving the development of PAH in SLE patients. Utilizing consensus non-negative matrix factorization (cNMF), we also conducted a detailed analysis to identify distinct subgroups within the SLE-PAH population. Meanwhile, the protein-protein interaction (PPI) analysis was performed and hub genes among the SLE-PAH subgroups were detected. Common transcription factors (TFs) of detected hub genes were also discovered to serve as potential therapeutic targets.

Results: Inflammatory signaling pathways, notably those involving interferon and TNFα, were found to play an important role in the SLE-PAH. Utilizing cNMF method, three unique subgroups of SLE-PAH patients were delineated, each characterized by a distinct level of inflammatory activity. Specifically, the high inflammation subgroup, marked by the activity of Interleukin-6 (IL-6), exhibited a milder form of PAH. In contrast, the subgroup with moderate inflammation displayed the most pronounced PAH symptoms. Further disease enrichment analysis revealed that, beyond the dysregulated inflammatory pathways, patients with the most severe PAH exhibited distinct pathogenic transcriptomic profiles that disrupted vascular smooth muscle homeostasis, a critical component of vascular health. In the most severely affected subgroup, 13 hub genes were identified. Additionally, two transcription factors commonly associated with these genes, KLF1 and GATA1, were discovered, which may serve as potential therapeutic targets.

Conclusion: Our investigation establishes inflammation as a key driver in the development of SLE-PAH. Patients who presented with concurrent dysregulations in inflammatory responses along with PAH-specific pathogenic markers exhibited a marked increase in the severity of their PAH. The insights gleaned from our transcriptomic analysis reveal the intricate interplay between inflammatory mechanisms and the molecular substrates of PAH. This nuanced understanding paves the way for more targeted and effective therapeutic approaches for SLE-PAH.

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来源期刊
Respiratory Research
Respiratory Research RESPIRATORY SYSTEM-
CiteScore
9.70
自引率
1.70%
发文量
314
审稿时长
4-8 weeks
期刊介绍: Respiratory Research publishes high-quality clinical and basic research, review and commentary articles on all aspects of respiratory medicine and related diseases. As the leading fully open access journal in the field, Respiratory Research provides an essential resource for pulmonologists, allergists, immunologists and other physicians, researchers, healthcare workers and medical students with worldwide dissemination of articles resulting in high visibility and generating international discussion. Topics of specific interest include asthma, chronic obstructive pulmonary disease, cystic fibrosis, genetics, infectious diseases, interstitial lung diseases, lung development, lung tumors, occupational and environmental factors, pulmonary circulation, pulmonary pharmacology and therapeutics, respiratory immunology, respiratory physiology, and sleep-related respiratory problems.
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