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RNA-seq Characterization of Sex-Differences in Adipose Tissue of Obesity Affected Patients: Computational Analysis of Differentially Expressed Coding and Non-Coding RNAs

机译:RNA-SEQ表征肥胖患者肥胖组织的性别差异:差异表达编码和非编码RNA的计算分析

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摘要

Obesity is a multifactorial disease presenting sex-related differences including adipocyte functions, sex hormone effects, genetics, and metabolic inflammation. These can influence individuals’ risk for metabolic dysfunctions, with an urgent need to perform sex-based analysis to improve prevention, treatment, and rehabilitation programs. This research work is aimed at characterizing the transcriptional differences present in subcutaneous adipose tissue (SAT) of five obesity affected men versus five obesity affected women, with an additional focus on the role of long non-coding RNAs. Through RNA-sequencing, we highlighted the presence of both coding and non-coding differentially expressed RNAs, and with numerous computational analyses we identified the processes in which these genes are implicated, along with their role in co-morbidities development. We report 51 differentially expressed transcripts, 32 of which were coding genes and 19 were non-coding. Using the WGCNA R package (Weighted Correlation Network Analysis, version 1.70-3), we describe the interactions between coding and non-coding RNAs, and the non-coding RNAs association with the insurgence of specific diseases, such as cancer development, neurodegenerative diseases, and schizophrenia. In conclusion, our work highlights a specific gender sex-related transcriptional signature in the SAT of obesity affected patients.
机译:肥胖是一种多因素疾病呈现性别差异,包括脂肪细胞的功能,性激素的影响,遗传和代谢炎症。这些可以影响个体的风险的代谢功能障碍,有迫切需要进行基于性别的分析,以提高预防,治疗和康复方案。这项研究工作的目的是表征转录的差异存在于皮下脂肪组织五个肥胖影响男性与5周肥胖影响的妇女(SAT),给予额外的关注长非编码RNA的作用。通过RNA测序,我们强调编码和存在的非编码差异表达的RNA,并与众多计算分析我们发现在这些基因有牵连,他们的共病发展中的作用以及该进程。我们报告51个差异表达的转录,其中32个编码基因和19非编码。使用WGCNAř包(加权的相关网络分析,版本1.70-3)中,我们描述编码和非编码RNA,并与特定的疾病,如癌症的发展,神经退行性疾病的谋叛的非编码RNA的关联之间的相互作用和精神分裂症。总之,我们的工作亮点肥胖的SAT特定性别与性有关的转录签名影响患者。

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