Comprehensive and Combined Omics Analysis Reveals Immune–Infiltration-Associated Alternative Splicing and RBP Regulators Contributing to Ischemia–Reperfusion Injury in Liver Transplantation

Bincheng Gui, Hanfei Huang
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引用次数: 0

Abstract

Background

Hepatic ischemia–reperfusion injury (HIRI) is a major cause of early allograft dysfunction after liver transplantation, but its post-transcriptional regulation remains poorly understood. This study aimed to characterize alternative splicing (AS) events in HIRI and explore a potential association network involving RNA-binding proteins (RBPs), AS, and immune responses.

Methods

Using the GSE151648 dataset (80 paired samples from 40 patients), we identified regulated alternative splicing (RAS) events and analyzed dynamic changes in immune cell populations. An RBP-RAS co-expression network was constructed, and single-cell data (GSE171539, one donor, three time points) were used to explore cell-type-specific expression of key RBPs in a qualitative, hypothesis-generating capacity. RBP expression changes were validated in an independent microarray cohort (GSE12720, 20 paired biopsies) and cross-validated with Human Protein Atlas liver proteomic data.

Results

Mild IRI (IRI−) samples mainly exhibited alternative 5 ′/3 ′ splice site events, whereas severe IRI (IRI+) samples were characterized by intron retention and overlapping exons, suggesting that severe injury may involve spliceosomal dysfunction. Post-transplantation, activated mast cells and NK cells increased, with a shift toward M0 macrophages and a decrease in M2 macrophages. Thirty immune-related RAS events significantly correlated with immune cell proportions (|r| ≥ 0.5, p < 0.01). An RBP-RAS network comprising 43 differentially expressed RBPs was constructed, showing coordinated co-variation between splicing factors and immune-associated splicing events. Single-cell analysis further revealed cell-type-specific expression patterns of multiple RBPs across hepatocytes, endothelial cells, and immune populations. External validation in GSE12720 confirmed that 39 of 42 detected RBPs (93%) were consistently upregulated post-reperfusion, and the Human Protein Atlas confirmed protein-level expression for 25 of 43 RBPs (58%) in normal liver tissue.

Conclusions

This study suggests that mild and severe HIRI are associated with distinct splicing programs and that these changes are closely associated with immune microenvironment remodeling, supporting the hypothesis of an RBP-AS-immune regulatory network. These findings, in which the RBP expression changes were independently validated in an external cohort, provide a basis for generating hypotheses regarding post-transcriptional regulation in HIRI.

综合和联合组学分析揭示免疫浸润相关的选择性剪接和RBP调节因子有助于肝移植缺血再灌注损伤。
背景:肝缺血再灌注损伤(HIRI)是肝移植术后早期同种异体移植物功能障碍的主要原因,但其转录后调控机制尚不清楚。本研究旨在表征HIRI中的选择性剪接(AS)事件,并探索涉及rna结合蛋白(rbp)、AS和免疫反应的潜在关联网络。方法:使用GSE151648数据集(来自40例患者的80对样本),我们确定了受调节的选择性剪接(RAS)事件,并分析了免疫细胞群的动态变化。构建RBP-RAS共表达网络,并使用单细胞数据(GSE171539,一个供体,三个时间点)以定性的,假设生成能力探索关键rbp的细胞类型特异性表达。RBP表达变化在独立的微阵列队列(GSE12720, 20对活检)中得到验证,并与Human Protein Atlas肝脏蛋白质组学数据交叉验证。结果:轻度IRI (IRI-)样本主要表现为5 ‘/3 ’剪接位点的选择性事件,而严重IRI (IRI+)样本的特征是内含子保留和外显子重叠,表明严重损伤可能涉及剪接体功能障碍。移植后,活化的肥大细胞和NK细胞增加,向M0巨噬细胞转移,M2巨噬细胞减少。30个免疫相关RAS事件与免疫细胞比例显著相关(|r|≥0.5,p < 0.01)。构建了一个包含43个差异表达rbp的RBP-RAS网络,显示剪接因子与免疫相关剪接事件之间的协调共变。单细胞分析进一步揭示了多种rbp在肝细胞、内皮细胞和免疫群体中的细胞类型特异性表达模式。GSE12720的外部验证证实,42个检测到的rbp中有39个(93%)在再灌注后持续上调,Human Protein Atlas证实43个rbp中有25个(58%)在正常肝组织中蛋白水平表达。结论:本研究提示,轻度和重度HIRI与不同的剪接程序相关,这些变化与免疫微环境重塑密切相关,支持rbp - as免疫调节网络的假设。这些发现在外部队列中独立验证了RBP表达变化,为产生HIRI中转录后调控的假设提供了基础。
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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来源期刊
Comparative and Functional Genomics
Comparative and Functional Genomics 生物-生化与分子生物学
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