澳大利亚托雷斯海峡人群的初级保健生物标志物和痴呆:扩展数据分析

F. Thompson, S. Russell, R. Quigley, Malcolm I McDonald, B. Sagigi, Sean M Taylor, Sandy Campbell, B. Schmidt, A. Esterman, L. Harriss, Gavin Miller, Phillip Mills, E. Strivens, R. Mcdermott
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引用次数: 0

摘要

痴呆症对原住民的影响尤为严重。在初级保健中收集的生物标志物可能有助于确定痴呆风险。我们之前的研究显示,基线生物标志物与后续痴呆或认知障碍之间存在一些暗示的关联。目前的研究用一个更大的关联数据集扩展了这项工作。概率数据链接用于将四个基线数据集与澳大利亚第一民族0-20年后痴呆状态的随访评估相结合。混合效应广义线性回归模型用于检验基线测量与随访状态之间的关联,并考虑到个体内的重复测量。根据测量的类型,88个人的关联数据有101-279个基线观察值。较高的尿白蛋白与肌酸比值与认知障碍/痴呆的高风险相关,而体重和关键脂质标志物则呈负相关。当通过测量时间(即痴呆评估前≤10年或bbb10年)来检查这些关联时,没有明显的趋势。这项研究的结果支持了我们之前的研究结果,并表明微量白蛋白尿可能是该人群痴呆症风险的早期指标。体重和血脂分析结果反映了已发表文献的混合结果,需要进一步的调查和解释。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Primary care biomarkers and dementia in people of the Torres Strait, Australia: extended data analysis
Dementia disproportionately affects First Nations populations. Biomarkers collected in primary care may assist with determining dementia risk. Our previous underpowered study showed some suggestive associations between baseline biomarkers with follow-up dementia or cognitive impairment. The current study extended this work with a larger linked dataset.Probabilistic data linkage was used to combine four baseline datasets with one follow-up assessment of dementia status 0–20 years later in a First Nations population in Australia. Mixed Effects Generalized Linear Regression models were used to test associations between baseline measures and follow-up status, accounting for repeated measures within individuals.Linked data were available for 88 individuals, with 101–279 baseline observations, depending on the type of measure. Higher urinary albumin to creatine ratio was associated with greater risk of cognitive impairment/dementia, whereas body weight and key lipid markers were negatively associated. There was no clear trend when these associations were examined by timing of measurement (i.e., ≤10 years or >10 years before a dementia assessment).The results of this study support findings from our previous work and indicate that microalbuminuria can be an early indicator of dementia risk in this population. The weight and lipid profile findings reflect the mixed results in the published literature and require further investigation and interpretation.
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