Single-cell RNA-sequencing identifies unique cell-specific gene expression profiles in high-grade cardiac allograft vasculopathy.

IF 6.4 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS
Kaushik Amancherla, Kelly H Schlendorf, Nelson Chow, Quanhu Sheng, Jane E Freedman, Jeffrey C Rathmell
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引用次数: 0

Abstract

Background: Cardiac allograft vasculopathy (CAV) is the leading cause of late graft failure and mortality after heart transplantation (HT). Current strategies for early diagnosis and effective treatment of CAV are lacking. Using single-cell RNA-sequencing in peripheral blood mononuclear cells (PBMCs), we sought to investigate cell-specific gene expression profiles and T cell receptor repertoires in CAV that may inform novel biomarkers and pathways to interrupt CAV pathogenesis.

Methods: Whole blood was collected from 22 HT recipients with angiographically-confirmed CAV and 18 HT recipients without CAV. PBMCs were isolated and subjected to single-cell RNA-sequencing using a 10X Genomics microfluidic platform. Downstream analyses focused on differential expression of genes, cell compositional changes, and T cell receptor repertoire analyses.

Results: Across 40 PBMC samples, we isolated 134,984 cells spanning 31 cell types. Compositional analyses showed subtle, but significant increases in CD4+ T central memory cells, and CD14+ and CD16+ monocytes in high-grade CAV (CAV-2 and CAV-3). 745 genes were differentially expressed in a cell-specific manner in high-grade CAV, enriched for putative pathways involved in inflammation and angiogenesis. Intersection with the druggable genome prioritized 68 targets, including targets with approved drugs in cardiovascular disease (e.g., canakinumab). There were no significant differences in T cell clonality or diversity with increasing CAV severity.

Conclusions: Unbiased whole transcriptomic analyses at single-cell resolution identify unique, cell-specific gene expression patterns in CAV, suggesting the potential utility of peripheral gene expression biomarkers in diagnosing CAV. Furthermore, precision targeting of these pathways may offer opportunities to mitigate CAV pathogenesis.

单细胞 RNA 测序确定了高级别心脏异体移植血管病变中独特的细胞特异性基因表达谱。
背景:心脏同种移植血管病变(CAV)是心脏移植(HT)后期移植失败和死亡的主要原因。目前尚缺乏早期诊断和有效治疗 CAV 的策略。我们利用外周血单核细胞(PBMCs)中的单细胞 RNA 序列分析,试图研究 CAV 中细胞特异性基因表达谱和 T 细胞受体谱,从而为阻断 CAV 发病机制的新型生物标记物和途径提供信息:从 22 名经血管造影证实患有 CAV 的 HT 受体和 18 名无 CAV 的 HT 受体中采集全血。用 10X Genomics 微流控平台分离 PBMCs 并进行单细胞 RNA 测序。下游分析侧重于基因的差异表达、细胞组成变化和 T 细胞受体谱系分析:在 40 份 PBMC 样本中,我们分离出了 134,984 个细胞,涵盖 31 种细胞类型。组成分析表明,CD4+ T 中枢记忆细胞以及 CD14+ 和 CD16+ 单核细胞在高级别 CAV(CAV-2 和 CAV-3)中有细微但显著的增加。在高分化 CAV 中,745 个基因以细胞特异性的方式进行了差异表达,富集于涉及炎症和血管生成的假定通路。与药物基因组的交叉优先选择了 68 个靶点,其中包括已批准用于心血管疾病治疗的靶点(如卡那单抗)。随着CAV严重程度的增加,T细胞克隆性或多样性没有明显差异:结论:单细胞分辨率的无偏全转录组分析确定了 CAV 中独特的细胞特异性基因表达模式,表明外周基因表达生物标记物在诊断 CAV 中具有潜在的实用性。此外,对这些通路进行精准靶向可能会为减轻 CAV 发病机制提供机会。
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来源期刊
CiteScore
10.10
自引率
6.70%
发文量
1667
审稿时长
69 days
期刊介绍: The Journal of Heart and Lung Transplantation, the official publication of the International Society for Heart and Lung Transplantation, brings readers essential scholarly and timely information in the field of cardio-pulmonary transplantation, mechanical and biological support of the failing heart, advanced lung disease (including pulmonary vascular disease) and cell replacement therapy. Importantly, the journal also serves as a medium of communication of pre-clinical sciences in all these rapidly expanding areas.
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