识别和分析免疫微环境相关的基因,以预测状体风险及其对状体增殖和迁移的影响
Yongyan Pei1, Yikai Wu2, Mengqi Zhang2
1School of Chemistry and Chemical Engineering, Guangdong Pharmaceutical University. Zhongshan Campus, Guangdong Pharmaceutical University, No.13 Changmingshui Avenue, Wuguishan, Zhongshan, Guangdong, China. peiyongyan@gdpu.edu.cn.
Biochemical genetics
|December 12, 2023
概括
这项研究确定了四个关键基因 (MAPK1,PTPRC,STAT3和IL1R1),这些基因与 keloid 痕中的免疫微环境有关. 这些基因为个性化 keloid 治疗提供了潜在的目标.
科学领域:
- 皮肤病学 皮肤病学
- 免疫学 免疫学 免疫学
- 遗传学 是一个遗传学.
背景情况:
- 状体是带有不清楚病理机制的有问题的痕,造成患者严重的痛苦.
- 目前的治疗方法是有限的,因为缺乏对 keloid 进展的理解.
研究的目的:
- 为了阐明免疫微环境相关的基因在 keloid 进展.
- 为了确定化物治疗的潜在治疗点.
主要方法:
- 免疫透分析,ssGSEA,LASSO回归和WGCNA确定了免疫细胞和基因.
- 机器学习算法确定了四个关键的病理生物标志物:MAPK1,PTPRC,STAT3和IL1R1.1.
- 开发并验证了一种风险预测模型和名图.
主要成果:
- 状细胞的进展与免疫微环境的变化密切相关.
- 使用四个已识别的基因构建了一个验证的风险预测模型 (AUC=0.930).
- 在 keloid 患者中发现了两种不同的免疫微环境子集,其中子组 II 是免疫子组.
结论:
- MAPK1,PTPRC,STAT3和IL1R1对于调节 keloid 细胞的增殖和迁移至关重要.
- 这四个基因代表了个性化 keloid 治疗的有希望的候选人.
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