相关实验视频

Updated: Jul 27, 2025

Experimental Model to Evaluate Resolution of Pneumonia

Experimental Model to Evaluate Resolution of Pneumonia

Published on: February 17, 2023

基于机器学习的识别与cuproptosis相关的标记物和免疫透在严重的社区获得的肺炎

Shuyang Chen¹, Zheng Zhou¹, Yajun Wang¹

¹Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China.

The clinical respiratory journal

|June 6, 2023

概括

这项研究确定了与cuproptosis相关的关键基因,这些基因与严重的社区获得性肺炎 (SCAP) 进展有关. 一个三基因模型 (GCSH,DLD,LIPT1) 可以预测SCAP发病及其发展为急性呼吸困扰综合征 (ARDS).

科学领域:

生物化学生物化学
细胞生物学细胞生物学
免疫学免疫学免疫学

背景情况:

严重的社区性肺炎 (SCAP) 是急性呼吸困难综合征 (ARDS) 的主要原因之一.
细胞亡是一种新型调节的细胞死亡途径,与各种疾病有关.
了解SCAP的病原体和识别预测生物标志物至关重要.

研究的目的:

为了调查SCAP中的免疫细胞透.
确定与cuproptosis相关的基因作为SCAP的潜在生物标志物.
开发一个预测模型,用于SCAP的发病和进展到ARDS.

主要方法:

使用了来自GEO数据库的基因表达数据 (GSE196399).
应用机器学习算法 (LASSO,随机森林,SVM-RFE) 来识别差异表达的基因.
使用ssGSEA量化了免疫细胞透,并构建了一个预测的诺米图.

主要成果:

在SCAP患者中鉴定出9个与cuproptosis相关的基因.
证实了所有13个与cuproptosis相关的基因在免疫细胞透中的参与.
开发了一种三基因特征 (GCSH,DLD,LIPT1) 用于预测SCAP发病.

结论:

与cuproptosis相关的基因在SCAP的发病过程中起着重要作用.
鉴定出的基因特征显示出预测SCAP和ARDS发展的潜力.
这项研究突出了SCAP的新治疗目标.

关键词:

在 ARDS 中,ARDS 是指 ARDS 的类型.生物信息学是一种生物信息学.这就是cuproptosis.这是一个严厉的农业政策,严厉的农业政策.

更多相关视频

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia

Published on: December 19, 2020

Visualization of Streptococcus pneumoniae within Cardiac Microlesions and Subsequent Cardiac Remodeling

Visualization of Streptococcus pneumoniae within Cardiac Microlesions and Subsequent Cardiac Remodeling

Published on: April 7, 2015

相关概念视频

Pneumonia III: Complications and Assessment

Pneumonia III: Complications and Assessment

Pneumonia poses the potential for numerous complications that warrant consideration. These complications include the following:

Pneumonia I: Introduction

Pneumonia I: Introduction

Pneumonia is an acute respiratory infection that targets the lungs, specifically the alveoli. These tiny air sacs, essential for oxygen exchange, become engorged with pus and fluid, severely hindering breathing, decreasing oxygen absorption, and causing significant pain and discomfort during respiration.
Risk Factors
Various factors influence the likelihood of developing pneumonia. Age plays a crucial role, with infants, children under two, and individuals over 65 at increased risk due to their...