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一种生物信息学的方法来治疗支气管肺功能障碍症

Charles Taylor Valadie¹, Shreyas Arya², Tanima Arora¹

¹Department of Pediatrics, University of Texas Health San Antonio, San Antonio, TX, USA.

Translational pediatrics

|July 10, 2023

概括

生物信息学,包括奥米克和机器学习,为了解早产婴儿的支气管肺功能障碍 (BPD) 提供了新的方法. 这些工具有助于识别有风险的新生儿,并推进个性化新生儿护理.

科学领域:

生物医学信息学生物医学信息学
基因组学就是基因组学.
文字转录学 (Transcriptomics) 是一个学科.
蛋白质组学是指蛋白质组学.

背景情况:

支气管肺功能障碍症 (BPD) 是早产婴儿的主要疾病之一.
了解BPD病原体是一个重大的临床挑战.
生物信息学为研究BPD机制提供了新的方法.

研究的目的:

审查BPD研究生物信息学当前的最新进展.
探索omics和机器学习在BPD中的应用.
确定未来的研究方向和剩余的挑战.

主要方法:

使用PubMed. 的文献评论.
关键词:"生物医学信息学"",生物信息学"",支气管肺功能障碍症"",omics".

主要成果:

对理解BPD而言,Omics方法至关重要.
机器学习 (ML) 和系统生物学是整合大规模数据的关键.
总结了几项利用生物信息学用于BPD的研究.

结论:

生物信息学增强了对BPD病原学的理解.
个性化和精确的新生儿护理是由BMI促进的.
生物医学信息学在促进疾病的理解和治疗方面发挥着至关重要的作用.

关键词:

生物医学信息学 (BMI) 是一个专业领域.生物信息学是一种生物信息学.支气管肺功能障碍症 (BPD) 是一种疾病.计算生物学是计算生物学.基因组学就是基因组学.

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