与亡相关的预后生物标志物和基于机器学习算法和体内实验的急性损伤的潜在目标
Hanyao Guo1, Meixia Wang1, Yanan Shang1
1Ministry of Education Key Laboratory of Molecular and Cellular Biology, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Province Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, Hebei, China.
Apoptosis : an international journal on programmed cell death
|October 3, 2023
概括
研究人员确定了三个与亡相关的基因 (CBFB,EGF,COL1A1) 作为诊断急性损伤 (AKI) 的新生物标志物. 这些生物标志物显示出改善AKI诊断和治疗策略的潜力.
科学领域:
- 生物标志物 生物标志物
- 脏生理学 脏生理学
- 分子生物学分子生物学
背景情况:
- 急性损伤 (AKI) 是一种严重疾病,诊断生物标志物有限.
- 目前对AKI的诊断方法缺乏准确性和普遍性.
研究的目的:
- 识别和验证用于AKI诊断的新型亡相关基因生物标志物.
- 探索这些生物标志物在AKI进展和免疫细胞透中的作用.
主要方法:
- 权重基因同表达网络分析 (WGCNA)
- 微分表达式分析 微分表达式分析
- 后勤回归和ROC曲线分析
- 免疫细胞透分析 (CIBERSORT) 是一种方法.
- 单细胞RNA测序的一个细胞.
- 在AKI小鼠模型中验证.
主要成果:
- 三个与核细胞亡相关的核心基因 (CBFB,EGF,COL1A1) 被确定为潜在的AKI生物标志物.
- 基于这三个基因的诊断模型与功能指标 (GFR,SCr) 有良好的相关性.
- 这些基因与AKI的免疫细胞招募和透有关.
结论:
- CBFB,EGF和COL1A1作为急性损伤的有前途的诊断生物标志物.
- 这些发现为AKI病原和潜在的治疗点提供了新的见解.
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