喘的早期预测
Sergio de Jesus Romero-Tapia1, José Raúl Becerril-Negrete2, Jose A Castro-Rodriguez3
1Health Sciences Academic Division (DACS), Juarez Autonomous University of Tabasco (UJAT), Villahermosa 86040, Mexico.
Journal of clinical medicine
|August 26, 2023
概括
儿童早期喘预测至关重要. 本综述总结了关键因素,包括肺功能,过敏,病史和像DNA甲基化这样的表观遗传标记,以使用各种预测模型识别高风险儿童.
科学领域:
- 儿科肺病学 儿科肺病学
- 过敏和免疫学 过敏和免疫学
- 遗传学和表观遗传学
背景情况:
- 儿童喘呈现出不同的临床表现和不同的潜在机制.
- 早期识别患喘高风险的儿童对于及时干预至关重要.
- 喘发作通常发生在生命的前五年内,因此需要强大的预测模型.
研究的目的:
- 审查和总结儿童喘的预测因素.
- 突出影响喘风险和进展的表观遗传因素.
- 为了比较各种喘预测工具,包括机器学习方法.
主要方法:
- 文献综述侧重于儿童喘的预测因素.
- 分析临床数据,包括肺功能,过敏并发症和病史.
- 检查表观遗传机制,如DNA甲基化,microRNA表达,以及基因素修饰.
- 机器学习模型用于喘预测的评估.
主要成果:
- 肺功能,过敏并发症和病史是喘过程的重要预测因素.
- 表观遗传因素包括DNA甲基化,microRNA表达和基因素修饰在喘风险中起作用.
- 已经开发了各种预测工具,包括先进的机器学习算法,并显示出有希望的结果.
结论:
- 通过对临床,历史和分子数据的全面评估,可以实现对儿童喘的准确早期预测.
- 表观遗传生物标志物为识别患喘风险的儿童提供了新的途径.
- 整合各种预测因素和利用先进的计算工具可以改善喘管理策略.
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