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加权基因共表达网络分析鉴定了与急性脂质挑战反应相关的代谢和炎症的性别特异性模块和枢纽基因。

Weighted Gene Co-Expression Network Analysis Identifies Gender Specific Modules and Hub Genes Related to Metabolism and Inflammation in Response to an Acute Lipid Challenge.

机构信息

Nutrigenomics Research Group, UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Belfield, Dublin 4, Republic of Ireland.

National Center for Bioinformatics, Quaid-i-Azam University, Islamabad, Pakistan.

出版信息

Mol Nutr Food Res. 2018 Jan;62(2). doi: 10.1002/mnfr.201700388. Epub 2017 Dec 11.

Abstract

SCOPE

Inflammation is characteristic of diet-related diseases including obesity and type 2 diabetes (T2D). However, biomarkers of inflammation that reflect the early stage metabolic derangements are not optimally sensitive. Lipid challenges elicit postprandial inflammatory and metabolic responses. Gender-specific transcriptomic networks of the peripheral blood mononuclear cell (PBMC) were constructed in response to a lipid challenge.

METHODS AND RESULTS

Eighty-six adult males and females of comparable age, anthropometric, and biochemical profiles completed an oral lipid tolerance test (OLTT). PBMC transcriptome was profiled following OLTT. Weighted gene coexpression networks were constructed separately for males and females. Functional ontology analysis of network modules was performed and hub genes identified. Two modules of interest were identified in females-an "inflammatory" module and an "energy metabolism" module. NLRP3, which plays a central role in inflammation and STARD3 that is involved in cholesterol metabolism, were identified as hub genes for the respective modules.

CONCLUSION

The OLTT induced some gender-specific correlations of gene coexpression network modules. In females, biological processes relating to energy metabolism and inflammation pathways were evident. This suggests a gender specific link between inflammation and energy metabolism in response to lipids. In contrast, G-protein coupled receptor protein signaling pathway was common to both genders.

摘要

范围

炎症是与饮食相关的疾病的特征,包括肥胖和 2 型糖尿病(T2D)。然而,反映早期代谢紊乱的炎症生物标志物的敏感性并不理想。脂质挑战会引起餐后炎症和代谢反应。外周血单核细胞(PBMC)的性别特异性转录组网络是针对脂质挑战构建的。

方法和结果

86 名年龄、人体测量和生化特征相当的成年男性和女性完成了口服脂质耐量试验(OLTT)。OLTT 后对 PBMC 转录组进行了分析。分别为男性和女性构建了加权基因共表达网络。对网络模块的功能本体分析进行了分析,并确定了枢纽基因。在女性中确定了两个感兴趣的模块-“炎症”模块和“能量代谢”模块。NLRP3 在炎症中起核心作用,STARD3 参与胆固醇代谢,它们被确定为各自模块的枢纽基因。

结论

OLTT 诱导了基因共表达网络模块的一些性别特异性相关性。在女性中,与能量代谢和炎症途径有关的生物学过程是明显的。这表明炎症和能量代谢对脂质的反应存在性别特异性联系。相比之下,G 蛋白偶联受体蛋白信号通路对两性都很常见。

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