Transcriptomic analysis of circulating extracellular vesicles during the perioperative period of Fontan and Glenn surgery

Felipe Takaesu, Khalid Yasseen, Evan Yang, Hyun-Ji Park, John M. Kelly, Christopher K. Breuer, Michael E. Davis
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Abstract

Single-ventricle defects are treated with the Glenn and Fontan procedures, which offer lifesaving relief but result in lifelong complications. To address the lack of outcome predictors, we conducted an untargeted transcriptomic analysis to identify RNA biomarkers in serum and circulating sEVs from 25 Glenn or Fontan patients with three samples exclusively used for experimental assays. Unsupervised analysis revealed a distinction between pre-op and post-op samples in both surgical groups. Differential gene expression and pathway analysis showed enrichment for pro-angiogenic cargo in post-op sEVs compared to pre-op sEVs. Wound healing assays revealed post-op Fontan sEVs induce a stronger pro-angiogenic response than pre-op Fontan sEVs. A PLSR-guided approach revealed MAPK6, GLE1, hsa-miR-340-5p, and hsa-miR-199b-5p as key transcripts in the observed wound healing response. Lastly, EV-Origin revealed decreased secretion of sEV from cardiac tissue and increased secretion from brain tissue for both Fontan and Glenn samples. This work demonstrates the potential of sEV RNAs as biomarkers for patients with Fontan physiology, enabling quicker diagnosis for Fontan-associated complications.

Abstract Image

Fontan和Glenn手术围手术期循环细胞外囊泡的转录组学分析
单心室缺陷可以通过Glenn和Fontan手术来治疗,这可以挽救生命,但也会导致终身并发症。为了解决缺乏预后预测因子的问题,我们进行了一项非靶向转录组学分析,以鉴定25例Glenn或Fontan患者血清和循环sev中的RNA生物标志物,其中三个样本专门用于实验分析。无监督分析揭示了两个手术组术前和术后样本的区别。差异基因表达和通路分析显示,与术前相比,术后sev中促血管生成货物富集。伤口愈合试验显示,术后Fontan sev诱导的促血管生成反应强于术前Fontan sev。plsr引导的方法显示MAPK6, GLE1, hsa-miR-340-5p和hsa-miR-199b-5p是观察到的伤口愈合反应的关键转录本。最后,EV-Origin显示Fontan和Glenn样品的心脏组织中sEV分泌减少,脑组织中sEV分泌增加。这项工作证明了sEV rna作为Fontan生理患者生物标志物的潜力,能够更快地诊断Fontan相关并发症。
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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