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鉴定Cbx6作为缺血/流损伤中的潜在生物标志物

Ziwen Pan¹, Sheng Chang¹, Song Chen¹

¹Institute of Organ Transplantation, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Ministry of Education, NHC Key Laboratory of Organ Transplantation, Key Laboratory of Organ Transplantation, Chinese Academy of Medical Sciences, Wuhan 430030, China.

Transplant immunology

|March 7, 2024

概括

染色体6 (Cbx6) 是缺血/再损伤 (RIRI) 的潜在生物标志物,这是移植的并发症. 这项研究确定了RIRI治疗的Cbx6和15种潜在药物.

科学领域:

腎臟病學 (nephrology) 是一種醫學專業.
移植免疫学移植免疫学
基因组学就是基因组学.

背景情况:

缺血/流损伤 (RIRI) 对移植结果产生负面影响.
确定RIRI的预后标志物对于患者管理至关重要.

研究的目的:

确定RIRI的关键生物标志物.
为了发现RIRI的潜在治疗点.

主要方法:

对基因表达特征 (GSE27274) 的分析,以识别差异表达基因 (DEG).
生物信息分析包括基因本体学和KEGG通路丰富.
使用机器学习模型 (SVM-RFE,LASSO) 来识别生物标志物.
使用独立数据集 (GSE148420) 和分子技术 (RT-qPCR,西式涂抹) 进行验证.
使用DsigDB数据库进行药物目标预测.

主要成果:

确定了160个高调和180个低调的DEG.
与氧体相关的过程得到了显著的丰富.
聚合体抑制复合体1 (PRC1) 的子单元染色体6 (Cbx6) 被确定为具有高诊断准确性的潜在生物标志物 (AUC=0.875).
在RIRI中,Cbx6被显著上调.
Cbx6表达与收费类受体信号通路中的丰富相关.
预测有15种潜在的药物针对与RIRI相关的枢纽基因.

结论:

Cbx6是RIRI的一个有前途的生物标志物.
该研究确定了15种RIRI治疗的潜在药物,提供了新的治疗途径.

关键词:

生物信息学分析生物标志物生物标志物这是GSEAGSEA.机器学习是机器学习.脏缺血症/再输血损伤的发生.

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