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首页> 外文期刊>Frontiers in Public Health >Phenotypic Heterogeneity in Dementia: A Challenge for Epidemiology and Biomarker Studies
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Phenotypic Heterogeneity in Dementia: A Challenge for Epidemiology and Biomarker Studies

机译:痴呆症的表型异质性:流行病学和生物标志物研究的挑战。

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Dementia can result from a number of distinct diseases with differing etiology and pathophysiology. Even within the same disease, there is considerable phenotypic heterogeneity with varying symptoms and disease trajectories. Dementia diagnosis is thus very complex, time-consuming, and expensive and can only be made definitively post-mortem with histopathological confirmation. These inherent difficulties combined with the overlap of some symptoms and even neuropathological features, present a challenging problem for research in the field. This has likely hampered progress in epidemiological studies of risk factors and preventative interventions, as well as genetic and biomarker research. Resource limitations in large epidemiologically studies mean that limited diagnostic criteria are often used, which can result in phenotypically heterogeneous disease states being grouped together, potentially resulting in misclassification bias. When biomarkers are identified for etiologically heterogeneous diseases, they will have low specificity for any utility in clinical practice, even if their sensitivity is high. We highlight several challenges in in the field which must be addressed for the success of future genetic and biomarker studies, and may be key to the development of the most effective treatments. As a step toward achieving this goal, defining the dementia as a biological construct based on the presence of specific pathological features, rather than clinical symptoms, will enable more precise predictive models. It has the potential to lead to the discovery of novel genetic variants, as well as the identification of individuals at heightened risk of the disease, even prior to the appearance of clinical symptoms.
机译:痴呆症可由多种不同的病因和病理生理学引起的疾病引起。即使在同一疾病中,也存在相当大的表型异质性,具有不同的症状和疾病轨迹。因此,痴呆症的诊断非常复杂,耗时且昂贵,并且只有在进行组织病理学确认后才能进行死后诊断。这些固有的困难加上某些症状甚至神经病理学特征的重叠,为该领域的研究提出了具有挑战性的问题。这可能阻碍了危险因素的流行病学研究和预防干预以及遗传和生物标志物研究的进展。大型流行病学研究中的资源限制意味着经常使用有限的诊断标准,这可能导致表型异质性疾病状态分组在一起,从而可能导致分类错误。当针对病因异质性疾病鉴定生物标志物时,即使它们的敏感性很高,它们对临床实践中的任何效用也都具有较低的特异性。我们着重指出该领域中的一些挑战,这些挑战是未来遗传和生物标记研究成功所必须解决的,并且可能是开发最有效疗法的关键。为了实现这一目标,将痴呆定义为基于特定病理特征而非临床症状的生物构建体,将能够建立更精确的预测模型。它有可能导致发现新的遗传变异,甚至在出现临床症状之前就鉴定出罹患该疾病的风险较高的个体。

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