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Management of Parkinson’s Disease 20 Years from Now: Towards Digital Health Pathways

机译:距今20年的帕金森氏病管理:迈向数字健康之路

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摘要

Current best medical treatment for patients with Parkinson’s disease (PD) involves a medical professional who applies state-of-the-art knowledge of diagnostics and treatment— as derived from cohort studies and clinical trials— to the healthcare process of individual patients. Thus, the much-needed personalization of medicine depends on the abilities, experience and intuition of medical professionals to adjust group-based knowledge to individual decision making. Within 20 years from now, such personal clinical decisions will be largely supported by digital means, also defining a new ecosystem of healthcare often referred to as “digital medicine”. We expect that the next phase of digitalization will include new “digital health pathways”: data-driven personalized decision support that is based on a combination of multimodal data sources, including evidence-based medical knowledge (e.g., clinical guidelines), personal disease profiles (including genetic determinants of disease progression and treatment response), insights into individual disease trajectories (thereby defining subgroups of patients) and individual patients’ needs. Here, we illustrate the potential of this development by sketching the contours of a digitally supported care pathway for gait disability and falls. Such digital health pathways will support the introduction of personalized medicine for PD patients, allowing patients to benefit optimally from individually tailored treatments. This should result in a better quality of life for patients and lower costs for society.
机译:当前针对帕金森氏病(PD)的患者的最佳药物治疗涉及医学专家,他们将最新的诊断和治疗知识(从队列研究和临床试验中得出)应用到单个患者的医疗保健过程中。因此,急需的医学个性化取决于医疗专业人员调整基于小组的知识以适应个人决策的能力,经验和直觉。从现在起的20年内,此类个人临床决策将在很大程度上得到数字手段的支持,也定义了一个新的医疗保健生态系统,通常被称为“数字医学”。我们预计,数字化的下一阶段将包括新的“数字健康路径”:基于多种模式数据源的数据驱动的个性化决策支持,包括基于证据的医学知识(例如临床指南),个人疾病概况(包括疾病进展和治疗反应的遗传决定因素),对个体疾病轨迹的洞察力(从而定义患者亚组)以及个体患者的需求。在这里,我们通过勾画步态障碍和跌倒的数字支持护理路径的轮廓来说明这种发展的潜力。这样的数字健康途径将支持为PD患者引入个性化医学,使患者从量身定制的治疗中获得最大收益。这将为患者带来更好的生活质量,并降低社会成本。

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