Single-cell RNA Sequencing of Peripheral Blood Mononuclear Cells in Patients with Single Ventricle/Hypoplastic Left Heart Syndrome

Hui-Qi Qu, Kayleigh Ostberg, Diana J Slater, Fengxiang Wang, James Snyder, Cuiping Hou, John J Connolly, Michael March, Joseph T Glessner, Charlly Kao, Hakon Hakonarson
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Abstract

Background: Single ventricle and hypoplastic left heart syndrome (SV/HLHS) patients require lifelong medical monitoring and management to address potential complications and optimize their health. The consequence of SV/HLHS had detrimental effects on multiple organ systems, including on peripheral blood mononuclear cells (PBMCs) and can weaken the immune system, exacerbating the risk of infection and various cardiovascular complications. Methods: Using single-cell RNA sequencing (scRNA-seq), we studied PBMCs from 33 pediatric patients (10 females and 23 males) with SV/HLHS. By a pair-wide study design, the SV/HLHS patients were compared to 33 controls without heart diseases. Results: Four cell types account for the top 62% cumulative importance of disease effects on gene expression in different cell types, i.e., [T cells, CD4+, Th1/17], [T cells, CD4+, TFH], [NK cells], and [T cells, CD4+, Th2]. Significant sex differences were observed in [T cells, CD4+, TFH], with less prominent effects in female patients. A total of 6659 genes in different cell types were significantly differentially expressed (DE). Hierarchical clustering by WGCNA analysis of the DE genes revealed that DE genes in NK cells are most closely related to those in SV/HLHS. A total of 822 genes showed cell specific DE with opposite directions in different cell types, highlighting overrepresented MYC and IFN-γ activity in T cell and NK cell populations, as well as underrepresentation in monocytes and Treg cells. Conclusion: This study elucidates the complex transcriptome landscape in PBMCs in patients with SV/HLHS, emphasizing the differential impacts on various cell types. New insights are gained into the precise modulation of MYC and IFN-γ activity in SV/HLHS, which may help balance immune responses and reduce harmful inflammation, and promote effective tissue repair and infection control.
单心室/左心室肥大综合征患者外周血单核细胞的单细胞 RNA 测序
背景:单心室和左心室发育不全综合征(SV/HLHS)患者需要终生接受医学监测和管理,以应对潜在的并发症并优化其健康状况。单心室和左心室发育不全综合征(SV/HLHS)的后果会对多个器官系统造成有害影响,包括外周血单核细胞(PBMCs),并会削弱免疫系统,加剧感染和各种心血管并发症的风险:我们利用单细胞 RNA 测序技术(scRNA-seq)研究了 33 名 SV/HLHS 儿科患者(10 名女性和 23 名男性)的 PBMCs。通过配对研究设计,将 SV/HLHS 患者与 33 名无心脏病的对照者进行了比较。研究结果在疾病对不同细胞类型基因表达影响的累积重要性中,有四种细胞类型占了前62%,即[T细胞,CD4+,Th1/17]、[T细胞,CD4+,TFH]、[NK细胞]和[T细胞,CD4+,Th2]。在[T细胞、CD4+、TFH]方面观察到了显著的性别差异,女性患者的影响较小。不同细胞类型中共有 6659 个基因存在显著差异表达(DE)。通过对 DE 基因进行 WGCNA 层次聚类分析,发现 NK 细胞中的 DE 基因与 SV/HLHS 中的 DE 基因关系最为密切。共有 822 个基因在不同细胞类型中显示出方向相反的细胞特异性 DE,突显出 MYC 和 IFN-γ 活性在 T 细胞和 NK 细胞群中代表性过高,而在单核细胞和 Treg 细胞中代表性过低。结论本研究阐明了 SV/HLHS 患者 PBMCs 中复杂的转录组情况,强调了对各种细胞类型的不同影响。研究人员对 SV/HLHS 中 MYC 和 IFN-γ 活性的精确调节有了新的认识,这可能有助于平衡免疫反应、减少有害炎症、促进有效的组织修复和感染控制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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