PMID- 26840308 OWN - NLM STAT- MEDLINE DCOM- 20161020 LR - 20210816 IS - 1422-0067 (Electronic) IS - 1422-0067 (Linking) VI - 17 IP - 2 DP - 2016 Feb 1 TI - Prioritization of Susceptibility Genes for Ectopic Pregnancy by Gene Network Analysis. LID - 10.3390/ijms17020191 [doi] LID - 191 AB - Ectopic pregnancy is a very dangerous complication of pregnancy, affecting 1%-2% of all reported pregnancies. Due to ethical constraints on human biopsies and the lack of suitable animal models, there has been little success in identifying functionally important genes in the pathogenesis of ectopic pregnancy. In the present study, we developed a random walk-based computational method named TM-rank to prioritize ectopic pregnancy-related genes based on text mining data and gene network information. Using a defined threshold value, we identified five top-ranked genes: VEGFA (vascular endothelial growth factor A), IL8 (interleukin 8), IL6 (interleukin 6), ESR1 (estrogen receptor 1) and EGFR (epidermal growth factor receptor). These genes are promising candidate genes that can serve as useful diagnostic biomarkers and therapeutic targets. Our approach represents a novel strategy for prioritizing disease susceptibility genes. FAU - Liu, Ji-Long AU - Liu JL AD - College of Veterinary Medicine, South China Agricultural University, Guangzhou 510642, China. jilongliu@scau.edu.cn. FAU - Zhao, Miao AU - Zhao M AD - College of Veterinary Medicine, South China Agricultural University, Guangzhou 510642, China. zm1586186423@126.com. LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't DEP - 20160201 PL - Switzerland TA - Int J Mol Sci JT - International journal of molecular sciences JID - 101092791 RN - 0 (ESR1 protein, human) RN - 0 (Estrogen Receptor alpha) RN - 0 (Interleukin-6) RN - 0 (Interleukin-8) RN - 0 (Vascular Endothelial Growth Factor A) RN - EC 2.7.10.1 (ErbB Receptors) SB - IM MH - Algorithms MH - ErbB Receptors/genetics MH - Estrogen Receptor alpha/metabolism MH - Female MH - *Gene Regulatory Networks MH - *Genetic Predisposition to Disease MH - Humans MH - Interleukin-6/genetics MH - Interleukin-8/genetics MH - Pregnancy MH - Pregnancy, Ectopic/*genetics MH - Vascular Endothelial Growth Factor A/genetics PMC - PMC4783925 OTO - NOTNLM OT - ectopic pregnancy OT - gene prioritization OT - pathogenesis OT - text mining EDAT- 2016/02/04 06:00 MHDA- 2016/10/21 06:00 PMCR- 2016/02/01 CRDT- 2016/02/04 06:00 PHST- 2015/12/14 00:00 [received] PHST- 2016/01/14 00:00 [revised] PHST- 2016/01/27 00:00 [accepted] PHST- 2016/02/04 06:00 [entrez] PHST- 2016/02/04 06:00 [pubmed] PHST- 2016/10/21 06:00 [medline] PHST- 2016/02/01 00:00 [pmc-release] AID - ijms17020191 [pii] AID - ijms-17-00191 [pii] AID - 10.3390/ijms17020191 [doi] PST - epublish SO - Int J Mol Sci. 2016 Feb 1;17(2):191. doi: 10.3390/ijms17020191.