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Transcriptome analysis of human heart failure reveals dysregulated cell adhesion in dilated cardiomyopathy and activated immune pathways in ischemic heart failure

机译:人心力衰竭的转录组分析显示出缺血性心力衰竭中扩张的心肌病和活化免疫途径中的具有疑难解的细胞粘附

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摘要

Abstract Background Current heart failure (HF) treatment is based on targeting symptoms and left ventricle dysfunction severity, relying on a common HF pathway paradigm to justify common treatments for HF patients. This common strategy may belie an incomplete understanding of heterogeneous underlying mechanisms and could be a barrier to more precise treatments. We hypothesized we could use RNA-sequencing (RNA-seq) in human heart tissue to delineate HF etiology-specific gene expression signatures. Results RNA-seq from 64 human left ventricular samples: 37 dilated (DCM), 13 ischemic (ICM), and 14 non-failing (NF). Using a multi-analytic approach including covariate adjustment for age and sex, differentially expressed genes (DEGs) were identified characterizing HF and disease-specific expression. Pathway analysis investigated enrichment for biologically relevant pathways and functions. DCM vs NF and ICM vs NF had shared HF-DEGs that were enriched for the fetal gene program and mitochondrial dysfunction. DCM-specific DEGs were enriched for cell-cell and cell-matrix adhesion pathways. ICM-specific DEGs were enriched for cytoskeletal and immune pathway activation. Using the ICM and DCM DEG signatures from our data we were able to correctly classify the phenotypes of 24/31 ICM and 32/36 DCM samples from publicly available replication datasets. Conclusions Our results demonstrate the commonality of mitochondrial dysfunction in end-stage HF but more importantly reveal key etiology-specific signatures. Dysfunctional cell-cell and cell-matrix adhesion signatures typified DCM whereas signals related to immune and fibrotic responses were seen in ICM. These findings suggest that transcriptome signatures may distinguish end-stage heart failure, shedding light on underlying biological differences between ICM and DCM.
机译:摘要背景目前的心力衰竭(HF)治疗基于靶向症状和左心室功能障碍严重程度,依赖于共同的HF途径范式,以证明HF患者的常见治疗方法。这种共同的战略可能相信对异质潜在机制的不完全理解,并且可能是对更精确治疗的障碍。我们假设我们可以使用人体心脏组织中的RNA测序(RNA-SEQ)来描绘HF病因特异性基因表达签名。结果64人左心室样品的RNA-SEQ:37扩张(DCM),13个缺血(ICM)和14个非故障(NF)。使用多分析方法,包括年龄和性别的协变量调整,鉴定了表征HF和特异性表达的差异表达基因(DEGS)。途径分析研究了生物相关途径和功能的富集。 DCM与NF和ICM VS NF已共享HF-DEG,富集胎儿基因程序和线粒体功能障碍。为细胞 - 细胞和细胞 - 基质粘附途径富集DCM特异性的含量。 ICM特异性DEG富集细胞骨骼和免疫途径激活。使用我们的数据中的ICM和DCM DEG签名我们能够从公开可用的复制数据集正确分类24/31 ICM和32/36 DCM样本的表型。结论我们的结果证明了终级HF中线粒体功能障碍的共性,但更重要的是揭示了关键的病因特异性签名。功能障碍细胞 - 细胞和细胞基质粘附符号类型DCM,而ICM中可以看到与免疫和纤维化反应相关的信号。这些发现表明转录组签名可以区分终级心力衰竭,脱落在ICM和DCM之间的潜在生物差异。

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