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运用系统基因组学方法鉴定足月儿低出生体重儿中差异表达的造血相关基因

Identification of Differentially Expressed Hematopoiesis-associated Genes in Term Low Birth Weight Newborns by Systems Genomics Approach.

作者信息

Singh Sakshi, Singh Vinay K, Rai Geeta

机构信息

1Department of Molecular and Human Genetics, Institute of Science, Banaras Hindu University, Varanasi, India; 2Centre for Bioinformatics, School of Biotechnology, Institute of Science, Banaras Hindu University, Varanasi, India.

出版信息

Curr Genomics. 2019 Nov;20(7):469-482. doi: 10.2174/1389202920666191203123025.

Abstract

BACKGROUND

Low Birth Weight (LBW) (birth weight <2.5 Kg) newborns are associated with a high risk of infection, morbidity and mortality during their perinatal period. Compromised innate immune responses and inefficient hematopoietic differentiation in term LBW newborns led us to evaluate the gene expression status of hematopoiesis.

MATERIALS AND METHODS

In this study, we compared our microarray datasets of LBW-Normal Birth Weight (NBW) newborns with two reference datasets to identify hematopoietic stem cells genes, and their differential expression in the LBW newborns, by hierarchical clustering algorithm using gplots and RcolorBrewer package in R.

RESULTS

Comparative analysis revealed 108 differentially expressed hematopoiesis genes (DEHGs), of which 79 genes were up-regulated, and 29 genes were down-regulated in LBW newborns compared to their NBW counterparts. Moreover, protein-protein interactions, functional annotation and pathway analysis demonstrated that the up-regulated genes were mainly involved in cell proliferation and differentiation, MAPK signaling and Rho GTPases signaling, and the down-regulated genes were engaged in cell proliferation and regulation, immune system regulation, hematopoietic cell lineage and JAK-STAT pathway. The binding of down-regulated genes (LYZ and GBP1) with growth factor GM-CSF using docking and MD simulation techniques, indicated that GM-CSF has the potential to alleviate the repressed hematopoiesis in the term LBW newborns.

CONCLUSION

Our study revealed that DEHGs belonged to erythroid and myeloid-specific lineages and may serve as potential targets for improving hematopoiesis in term LBW newborns to help build up their weak immune defense against life-threatening infections.

摘要

背景

低出生体重(LBW)(出生体重<2.5千克)新生儿在围产期感染、发病和死亡风险较高。足月低出生体重新生儿先天性免疫反应受损和造血分化效率低下,促使我们评估造血的基因表达状态。

材料与方法

在本研究中,我们将低出生体重-正常出生体重(NBW)新生儿的微阵列数据集与两个参考数据集进行比较,使用R语言中的gplots和RcolorBrewer包,通过层次聚类算法来识别造血干细胞基因及其在低出生体重新生儿中的差异表达。

结果

比较分析揭示了108个差异表达的造血基因(DEHG),与NBW新生儿相比,其中79个基因在低出生体重新生儿中上调,29个基因下调。此外,蛋白质-蛋白质相互作用、功能注释和通路分析表明,上调基因主要参与细胞增殖和分化、MAPK信号传导和Rho GTPases信号传导,而下调基因参与细胞增殖和调节、免疫系统调节、造血细胞谱系和JAK-STAT通路。使用对接和分子动力学模拟技术,下调基因(LYZ和GBP1)与生长因子GM-CSF的结合表明,GM-CSF有可能缓解足月低出生体重新生儿中受抑制的造血。

结论

我们的研究表明,差异表达的造血基因属于红系和髓系特异性谱系,可能作为改善足月低出生体重新生儿造血的潜在靶点,以帮助建立其针对危及生命感染的薄弱免疫防御。

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