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Meta-analysis of blood genome-wide expression profiling studies in pulmonary arterial hypertension

转录组 基因签名 基因表达谱 生物 基因表达 免疫学 折叠变化 基因 生物信息学 遗传学
作者
Jason M. Elinoff,Adrien Mazer,Rongman Cai,Mengyun Lu,Grace Graninger,Bonnie Harper,Gabriela A. Ferreyra,Junfeng Sun,Michael A. Solomon,Robert L. Danner
出处
期刊:American Journal of Physiology-lung Cellular and Molecular Physiology [American Physiological Society]
卷期号:318 (1): L98-L111 被引量:37
标识
DOI:10.1152/ajplung.00252.2019
摘要

Inflammatory cell infiltrates are a prominent feature of aberrant vascular remodeling in pulmonary arterial hypertension (PAH), suggesting that immune effector cells contribute to disease progression. Genome-wide blood expression profiling studies have attempted to better define this inflammatory component of PAH pathobiology but have been hampered by small sample sizes, methodological differences, and very little gene-level reproducibility. The current meta-analysis (seven studies; 156 PAH patients/110 healthy controls) was performed to assess the comparability of data across studies and to possibly derive a generalizable transcriptomic signature. Idiopathic (IPAH) compared with disease-associated PAH (APAH) displayed highly similar expression profiles with no differentially expressed genes, even after substantially relaxing selection stringency. In contrast, using a false discovery rate of ≤1% and I2 < 40% (low-to-moderate heterogeneity across studies) both IPAH and APAH differed markedly from healthy controls with the combined PAH cohort yielding 1,269 differentially expressed, unique gene transcripts. Bioinformatic analyses, including gene-set enrichment, which uses all available data independent of gene selection thresholds, identified interferon, mammalian target of rapamycin/p70S6K, stress kinase, and Toll-like receptor signaling as enriched mechanisms within the PAH gene signature. Enriched biological functions and diseases included tumorigenesis, autoimmunity, antiviral response, and cell death consistent with prevailing theories of PAH pathogenesis. Although otherwise indistinguishable, APAH (predominantly PAH due to systemic sclerosis) had a somewhat stronger interferon profile than IPAH. Meta-analysis defined a robust and generalizable transcriptomic signature in the blood of PAH patients that can help inform the identification of biomarkers and therapeutic targets.

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