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综合遗传和基因组网络确定与 COPD 和 ILD 相关的 microRNA。

Integrative genetic and genomic networks identify microRNA associated with COPD and ILD.

机构信息

Department of Medicine, Boston University School of Medicine, 72 East Concord St, Boston, MA, 02118, USA.

Bioinformatics Graduate Program, Boston University, Boston, MA, USA.

出版信息

Sci Rep. 2023 Aug 11;13(1):13076. doi: 10.1038/s41598-023-39751-w.

Abstract

Chronic obstructive pulmonary disease (COPD) and interstitial lung disease (ILD) are clinically and molecularly heterogeneous diseases. We utilized clustering and integrative network analyses to elucidate roles for microRNAs (miRNAs) and miRNA isoforms (isomiRs) in COPD and ILD pathogenesis. Short RNA sequencing was performed on 351 lung tissue samples of COPD (n = 145), ILD (n = 144) and controls (n = 64). Five distinct subclusters of samples were identified including 1 COPD-predominant cluster and 2 ILD-predominant clusters which associated with different clinical measurements of disease severity. Utilizing 262 samples with gene expression and SNP microarrays, we built disease-specific genetic and expression networks to predict key miRNA regulators of gene expression. Members of miR-449/34 family, known to promote airway differentiation by repressing the Notch pathway, were among the top connected miRNAs in both COPD and ILD networks. Genes associated with miR-449/34 members in the disease networks were enriched among genes that increase in expression with airway differentiation at an air-liquid interface. A highly expressed isomiR containing a novel seed sequence was identified at the miR-34c-5p locus. 47% of the anticorrelated predicted targets for this isomiR were distinct from the canonical seed sequence for miR-34c-5p. Overexpression of the canonical miR-34c-5p and the miR-34c-5p isomiR with an alternative seed sequence down-regulated NOTCH1 and NOTCH4. However, only overexpression of the isomiR down-regulated genes involved in Ras signaling such as CRKL and GRB2. Overall, these findings elucidate molecular heterogeneity inherent across COPD and ILD patients and further suggest roles for miR-34c in regulating disease-associated gene-expression.

摘要

慢性阻塞性肺疾病(COPD)和间质性肺疾病(ILD)在临床上和分子上具有异质性。我们利用聚类和综合网络分析来阐明 microRNAs(miRNAs)和 miRNA 同种型(isomiRs)在 COPD 和 ILD 发病机制中的作用。对 351 个 COPD(n=145)、ILD(n=144)和对照(n=64)的肺组织样本进行了短 RNA 测序。鉴定出 5 个不同的样本亚群,包括 1 个 COPD 优势群和 2 个 ILD 优势群,这些群与不同的疾病严重程度的临床测量相关。利用 262 个具有基因表达和 SNP 微阵列的样本,我们构建了疾病特异性的遗传和表达网络,以预测关键 miRNA 对基因表达的调控作用。miR-449/34 家族的成员,已知通过抑制 Notch 途径来促进气道分化,是 COPD 和 ILD 网络中连接最紧密的 miRNA 之一。疾病网络中与 miR-449/34 成员相关的基因在气道分化时表达增加的基因中富集。在 miR-34c-5p 基因座上鉴定出一种新型种子序列的高度表达的同种型。该同种型的反相关预测靶标中有 47%与 miR-34c-5p 的经典种子序列不同。经典 miR-34c-5p 和具有替代种子序列的 miR-34c-5p 同种型的过表达下调了 NOTCH1 和 NOTCH4。然而,只有 miR-34c-5p 同种型的过表达下调了涉及 Ras 信号的基因,如 CRKL 和 GRB2。总的来说,这些发现阐明了 COPD 和 ILD 患者固有的分子异质性,并进一步表明 miR-34c 在调节与疾病相关的基因表达中的作用。

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