体重减轻时外周血单核细胞转录组学的变化:系统文献综述和主要数据综合。

Kaitlin Day, Aimee L Dordevic, Helen Truby, Melissa C Southey, Susan Coort, Chiara Murgia
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引用次数: 6

摘要

背景和目的:外周血单个核细胞(PBMCs)作为一种对细微的、可能是全身性的转录组变化敏感的组织,已显示出前景,因此可能有助于识别对减肥干预的反应。主要目的是全面评估在减肥过程中可能发生的转录组变化,并确定在所有年龄段的人群中,不同干预类型是否有一致的反应。方法:纳入的研究是随机对照试验或队列研究,这些研究实施了主要旨在减轻任何超重或肥胖人群体重的干预措施。系统地检索文献以获得相关研究,并查询基因表达数据库以定位相应的转录组数据集。使用ArrayAnalysis在线工具对数据集进行归一化,使用r中的limma软件包确定差异基因表达,使用PathVisio软件探索过度代表的途径。利用热图和分层聚类来可视化基因表达。结果:7篇论文符合纳入标准,其中5篇有原始基因表达数据。其中3例可分为高反应者(HR,体重减轻≥5%)和低反应者(LR)。在所有研究中,高应答者和低应答者之间没有一致的基因差异表达。青少年对减肥的转录组反应最大,其次是接受减肥手术的成年人。在干预后的四项研究中,有两项研究的七个途径发生了改变,两组的两个数据集的基线时HR和LR之间的途径“细胞质核糖体蛋白”(WikiPathways: WP477)发生了改变。在三个数据集中的两个中,与“toll样受体信号传导”相关的通路在HR对减肥干预的反应中发生了改变。结论:体重变化确实会导致pbmc的转录组变化。透明和标准化的数据报告是必要的,以实现转录组学研究表型特征的潜力。注册号:普洛斯彼罗:CRD42019106582。
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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Transcriptomic changes in peripheral blood mononuclear cells with weight loss: systematic literature review and primary data synthesis.

Background and objectives: Peripheral blood mononuclear cells (PBMCs) have shown promise as a tissue sensitive to subtle and possibly systemic transcriptomic changes, and as such may be useful in identifying responses to weight loss interventions. The primary aim was to comprehensively evaluate the transcriptomic changes that may occur during weight loss and to determine if there is a consistent response across intervention types in human populations of all ages.

Methods: Included studies were randomised control trials or cohort studies that administered an intervention primarily designed to decrease weight in any overweight or obese human population. A systematic search of the literature was conducted to obtain studies and gene expression databases were interrogated to locate corresponding transcriptomic datasets. Datasets were normalised using the ArrayAnalysis online tool and differential gene expression was determined using the limma package in R. Over-represented pathways were explored using the PathVisio software. Heatmaps and hierarchical clustering were utilised to visualise gene expression.

Results: Seven papers met the inclusion criteria, five of which had raw gene expression data available. Of these, three could be grouped into high responders (HR, ≥ 5% body weight loss) and low responders (LR). No genes were consistently differentially expressed between high and low responders across studies. Adolescents had the largest transcriptomic response to weight loss followed by adults who underwent bariatric surgery. Seven pathways were altered in two out of four studies following the intervention and the pathway 'cytoplasmic ribosomal proteins' (WikiPathways: WP477) was altered between HR and LR at baseline in the two datasets with both groups. Pathways related to 'toll-like receptor signalling' were altered in HR response to the weight loss intervention in two out of three datasets.

Conclusions: Transcriptomic changes in PBMCs do occur in response to weight change. Transparent and standardised data reporting is needed to realise the potential of transcriptomics for investigating phenotypic features.

Registration number: PROSPERO: CRD42019106582.

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