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代谢组学和转录组学途径分析揭示 COPD 结局特异性的变化。

Metabolomics and transcriptomics pathway approach reveals outcome-specific perturbations in COPD.

机构信息

Department of Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, United States of America.

Department of Medicine, National Jewish Health, Denver, CO, 80206, United States of America.

出版信息

Sci Rep. 2018 Nov 20;8(1):17132. doi: 10.1038/s41598-018-35372-w.

Abstract

Chronic obstructive pulmonary disease (COPD) comprises multiple phenotypes such as airflow obstruction, emphysema, and frequent episodes of acute worsening of respiratory symptoms, known as exacerbations. The goal of this pilot study was to test the usefulness of unbiased metabolomics and transcriptomics approaches to delineate biological pathways associated with COPD phenotypes and outcomes. Blood was collected from 149 current or former smokers with or without COPD and separated into peripheral blood mononuclear cells (PBMC) and plasma. PBMCs and plasma were analyzed using microarray and liquid chromatography mass spectrometry, respectively. Statistically significant transcripts and compounds were mapped to pathways using IMPaLA. Results showed that glycerophospholipid metabolism was associated with worse airflow obstruction and more COPD exacerbations. Sphingolipid metabolism was associated with worse lung function outcomes and exacerbation severity requiring hospitalizations. The strongest associations between a pathway and a certain COPD outcome were: fat digestion and absorption and T cell receptor signaling with lung function outcomes; antigen processing with exacerbation frequency; arginine and proline metabolism with exacerbation severity; and oxidative phosphorylation with emphysema. Overlaying transcriptomic and metabolomics datasets across pathways enabled outcome and phenotypic differences to be determined. Findings are relevant for identifying molecular targets for animal intervention studies and early intervention markers in human cohorts.

摘要

慢性阻塞性肺疾病(COPD)包含多种表型,如气流阻塞、肺气肿和呼吸症状频繁恶化,即加重。本初步研究的目的是测试无偏代谢组学和转录组学方法在描绘与 COPD 表型和结局相关的生物学途径方面的有用性。从 149 名当前或曾经吸烟的 COPD 患者或无 COPD 患者中采集血液,并分为外周血单核细胞(PBMC)和血浆。分别使用微阵列和液相色谱-质谱法分析 PBMC 和血浆。使用 IMPaLA 将统计上显著的转录物和化合物映射到途径上。结果表明,甘油磷脂代谢与气流阻塞加重和更多 COPD 加重有关。鞘脂代谢与肺功能结局恶化和需要住院治疗的加重严重程度有关。与特定 COPD 结局之间最强的关联是:脂肪消化和吸收与 T 细胞受体信号与肺功能结局;抗原加工与加重频率;精氨酸和脯氨酸代谢与加重严重程度;以及氧化磷酸化与肺气肿。在途径上叠加转录组学和代谢组学数据集可以确定结局和表型差异。这些发现对于确定动物干预研究的分子靶点和人类队列中的早期干预标志物具有重要意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/26c6/6244246/be7a9c38751e/41598_2018_35372_Fig1_HTML.jpg

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