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Genetics and Molecular Research
Article . 2015 . Peer-reviewed
Data sources: Crossref
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Partial least squares-based gene expression analysis in preeclampsia

Authors: F, Jiang; Y, Yang; J, Li; W, Li; Y, Luo; Y, Li; H, Zhao; +3 Authors

Partial least squares-based gene expression analysis in preeclampsia

Abstract

Preeclampsia is major cause of maternal and fetal morbidity and mortality. Currently, the etiology of preeclampsia is unclear. In this study, we investigated differences in gene expression between preeclampsia patients and controls using partial least squares-based analysis, which is more suitable than routine analysis. Expression profile data were downloaded from the Gene Expression Omnibus database. A total of 503 genes were found to be differentially expressed, including 248 downregulated genes and 255 overexpressed genes. Network analysis identified 5 hub genes, including UBB, PIK3R1, MAPRE1, VEGFA, and ITGB1. Three of these, PIK3R1, VEGFA, and ITGB1, are known to be associated with preeclampsia or preeclampsia-related biological processes. Our findings shed light on expression signatures of preeclampsia patients that can be used as theoretical support in future therapeutic studies.

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Keywords

Adult, Vascular Endothelial Growth Factor A, Intracellular Signaling Peptides and Proteins, Membrane Proteins, Class Ia Phosphatidylinositol 3-Kinase, Phosphatidylinositol 3-Kinases, Fetus, Gene Expression Regulation, Pre-Eclampsia, Pregnancy, Humans, Female, Gene Regulatory Networks, Adaptor Proteins, Signal Transducing

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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
5
Average
Average
Average
gold