通过整合多学科数据,揭开喘异质性和治疗喘
Wei Zhang1, Yu Zhang2, Lifei Li3
1Department of Infectious Diseases, the First Affiliated Hospital (Shenzhen People's Hospital), School of Medicine, Southern University of Science and Technology, Shenzhen, China.
Frontiers in allergy
|November 20, 2024
概括
喘 喘 是一种
科学领域:
- 免疫学 免疫学 免疫学
- 遗传学 是一个遗传学.
- 计算生物学 计算生物学
背景情况:
- 喘是一种复杂的慢性呼吸道疾病,对全球健康产生重大影响.
- 它的病变发生是异质的,涉及复杂的细胞相互作用和遗传因素.
- 目前的临床分类对于精确的患者分层和向治疗是不够的.
研究的目的:
- 审查不同细胞类型在喘病理生理学和异质性中的作用.
- 探索喘内分类型的概念,以改善患者的分类.
- 讨论多奥米克和机器学习在理解喘分子基础上的应用.
主要方法:
- 关于喘病理生理学的现有文献的全面审查.
- 分析高通量欧米克数据 (基因组学,表观基因组学,转录组学,蛋白质组学,代谢组学,微生物组学).
- 机器学习的探索,以进行综合的多学科数据分析.
主要成果:
- 不同的细胞类型显著促进呼吸道炎症和喘中的重塑.
- 多omics方法揭示了喘遗传异质性背后的分子概况.
- 喘内分类型为定义不同患者亚型提供了一个框架.
结论:
- 整合多学科和临床数据对于破译喘异质性至关重要.
- 机器学习有助于表征喘表型的分子和生物概况.
- 这种综合方法有望重塑喘管理和治疗策略.
相关概念视频
Antiasthma Drugs: Mast Cell Stabilizers and Anti-IgE Drugs
237
Asthma is a chronic respiratory condition for which new therapeutic avenues, including anti-inflammatory drugs like mast cell stabilizers and anti-IgE treatments, continue to be developed.
Mast cell stabilizers, such as cromolyn (also known as sodium cromoglycate) and nedocromil (Tilade), are effective drugs in asthma management. These stabilizers hinder histamine release by skillfully obstructing the activation of mast cells and other cellular entities. Notably, they navigate this task without...
Mast cell stabilizers, such as cromolyn (also known as sodium cromoglycate) and nedocromil (Tilade), are effective drugs in asthma management. These stabilizers hinder histamine release by skillfully obstructing the activation of mast cells and other cellular entities. Notably, they navigate this task without...
237
Asthma-II: Pathophysiology and Classification
2.6K
Asthma is a prevalent chronic respiratory condition marked by inflammation and hyperresponsiveness of the airways. Its pathophysiology involves complex interactions among inflammatory pathways, immune responses, and neural mechanisms.
Additionally, environmental and genetic factors play crucial roles in determining an individual's susceptibility to asthma and the severity of their condition.
Critical processes in asthma pathophysiology include:
Additionally, environmental and genetic factors play crucial roles in determining an individual's susceptibility to asthma and the severity of their condition.
Critical processes in asthma pathophysiology include:
2.6K
Asthma-IV: Diagnostic and Management
2.5K
The diagnosis and management of asthma are comprehensive, encompassing clinical assessments, lung function tests, and pharmacological interventions. Here's an overview:
Clinical Assessment for Asthma:
This is the first step in diagnosing and managing asthma. It includes:
Clinical Assessment for Asthma:
This is the first step in diagnosing and managing asthma. It includes:
2.5K
Asthma: Pathogenesis and Management
351
Asthma is a chronic pulmonary condition involving inflammation of the airways, hyper-reactivity, and reversible obstruction of the airways. This condition can significantly impact a person's quality of life, making breathing difficult and leading to distressing symptoms.
Asthma is classified as allergic and non-allergic. Allergens such as dust mites, pollen, and pet dander trigger allergic asthma, while factors like cold air, intense emotions, or exercise can induce non-allergic asthma.
Asthma is classified as allergic and non-allergic. Allergens such as dust mites, pollen, and pet dander trigger allergic asthma, while factors like cold air, intense emotions, or exercise can induce non-allergic asthma.
351
Genomics
35.9K
Genomics is the science of genomes: it is the study of all the genetic material of an organism. In humans, the genome consists of information carried in 23 pairs of chromosomes in the nucleus, as well as mitochondrial DNA. In genomics, both coding and non-coding DNA is sequenced and analyzed. Genomics allows a better understanding of all living things, their evolution, and their diversity. It has a myriad of uses: for example, to build phylogenetic trees, to improve productivity and...
35.9K
Asthma-I: Introduction
2.6K
Asthma is a chronic respiratory ailment that requires careful management due to its varying symptoms and influencing factors. It is characterized by airway inflammation, bronchial hyperresponsiveness, and reversible airflow obstruction, leading to symptoms like wheezing, shortness of breath, chest tightness, and coughing. The symptom frequency and intensity may vary considerably over time. It is also linked to immune system responses to allergens and irritants, highlighting the complex...
2.6K


