Interferon -Inducible Protein 27 Computational Network Construction and Comparison between the Frontal Cortex of HIV Encephalitis (HIVE) and HIVE-Control Patients

Juxiang Huang, Lin Wang, Minghu Jiang, Xiguang Zheng
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引用次数: 22

Abstract

Interferon � -inducible protein 27 (IFI27) computational network construction and analysis of frontal cortex of HIV encephalitis (HIVE) is very useful to identify novel markers and potential targets for prognosis and therapy. Based on integrated gene regulatory network infer (GRNInfer) method by linear programming and a decomposition procedure with analysis of the significant function cluster using Kappa statistics and fuzzy heuristic clustering from DAVID, we identified and constructed significant molecular IFI27 networks from 12 frontal cortex of HIVE-control patients and 16 HIVE in the same GEO Dataset GDS1726. Our integrative results reflected an IFI27 membrane module only in the up- stream of the frontal cortex of HIVE-control patients (BTN3A2, RASGRP3, ROR1 inhibition), and the frontal cortex of HIVE (DGKG, LY96 activation; RASGRP3 inhibition); IFI27 organelle only in the upstream of HIVE-control patients (CREB5, OAS1, PDCD4 activation), and HIVE (PDCD4 activation; ZC3HAV1, ZNF652 inhibition); IFI27 sequence variant only in the upstream of HIVE-control patients (ISG15_2, OAS1, TNFRSF11B activation; BTN3A2, LCAT, ROR1 inhibition), and HIVE (CFB, DGKG, LCAT, LY96 activation; ISG15_2, TNFRSF11B, ZC3HAV1 inhibition).
干扰素诱导蛋白27计算网络的构建及其在HIV脑炎(HIVE)和HIV - control患者额叶皮层的比较
干扰素诱导蛋白27 (IFI27)计算网络的构建和分析对HIV脑炎额皮质(HIVE)的预后和治疗具有重要意义。基于基于线性规划的综合基因调控网络推断(GRNInfer)方法和基于Kappa统计和DAVID的模糊启发式聚类分析的显著功能聚类分解程序,我们在同一GEO数据集GDS1726中识别并构建了12例hiv对照患者额叶皮层和16例HIVE的显著分子IFI27网络。我们的综合结果反映了IFI27膜模块仅在hiv对照组患者额叶皮层上游(BTN3A2, RASGRP3, ROR1抑制)和HIVE额叶皮层(DGKG, LY96激活;RASGRP3抑制);IFI27细胞器仅在hiv -control患者的上游(CREB5, OAS1, PDCD4激活),以及HIVE (PDCD4激活;ZC3HAV1, ZNF652抑制);IFI27序列仅在hiv -control患者的上游发生变异(ISG15_2、OAS1、TNFRSF11B激活;BTN3A2、LCAT、ROR1抑制)和HIVE (CFB、DGKG、LCAT、LY96激活;ISG15_2, TNFRSF11B, ZC3HAV1抑制)。
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