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The EASI model: A first integrative computational approximation to the natural history of COPD

机译:EASI模型:COPD自然史的第一个综合计算近似值

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摘要

The natural history of chronic obstructive pulmonary disease (COPD) is still not well understood. Traditionally believed to be a self-inflicted disease by smoking, now we know that not all smokers develop COPD, that other inhaled pollutants different from cigarette smoke can also cause it, and that abnormal lung development can also lead to COPD in adulthood. Likewise, the inflammatory response that characterizes COPD varies significantly between patients, and not all of them perceive symptoms (mostly breathlessness) similarly. To investigate the variability and determinants of different “individual natural histories” of COPD, we developed a theoretical, multi-stage, computational model of COPD (EASI) that integrates dynamically and represents graphically the relationships between exposure (E) to inhaled particles and gases (smoking), the biological activity (inflammatory response) of the disease (A), the severity (S) of airflow limitation (FEV1) and the impact (I) of the disease (breathlessness) in different clinical scenarios. EASI shows that the relationships between E, A, S and I vary markedly within individuals (through life) and between individuals (at the same age). It also helps to delineate some potentially relevant, but often overlooked concepts, such as disease progression, susceptibility to COPD and issues related to symptom perception.In conclusion, EASI is an initial conceptual model to interpret the longitudinal and cross-sectional relationships between E, A, S and I in different clinical scenarios. Currently, it does not have any direct clinical application, thus it requires experimental validation and further mathematical development. However, it has the potential to open novel research and teaching alternatives.
机译:慢性阻塞性肺疾病(COPD)的自然病史仍未得到很好的了解。传统上被认为是吸烟引起的自发疾病,现在我们知道并非所有吸烟者都患有COPD,不同于香烟烟雾的其他吸入污染物也可以导致COPD,并且异常的肺部发育也可以导致成年期COPD。同样,表征COPD的炎症反应在患者之间也有很大差异,并且并非所有人都同样感觉到症状(大部分为呼吸困难)。为了研究COPD不同“个体自然历史”的变异性和决定因素,我们开发了COPD(EASI)的理论,多阶段,计算模型,该模型动态积分并以图形方式表示吸入颗粒和气体的暴露量(E)之间的关系。 (吸烟),疾病的生物学活性(炎症反应)(A),气流受限的严重程度(S)(FEV1)和疾病的影响(I)(呼吸困难)在不同的临床情况中。 EASI表明,E,A,S和I之间的关系在个体内部(终生)和个体之间(同龄)有显着差异。 EASI是一个初步的概念模型,用于解释E之间的纵向和横断面关系,这有助于确定一些可能相关但经常被忽略的概念,例如疾病进展,COPD易感性和与症状感知有关的问题。 A,S和I在不同的临床情况下。当前,它没有任何直接的临床应用,因此需要实验验证和进一步的数学开发。但是,它有可能开启新颖的研究和教学替代方案。

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