基于父母阿尔茨海默病病史的代理GWAS中的普遍偏见
Yuchang Wu1,2, Zhongxuan Sun1, Qinwen Zheng1
1Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI, USA.
bioRxiv : the preprint server for biology
|October 31, 2023
概括
使用父母病史 (GWAX) 的阿尔茨海默氏病 (AD) 全基因组关联研究由于生存偏差而具有误导性. 这些有缺陷的遗传关联结果影响了AD和认知研究,需要谨慎地解释基于代理的发现.
科学领域:
- 遗传学 遗传学 是一个
- 神经科学是一个神经科学.
- 流行病学 流行病学
背景情况:
- 对阿尔茨海默病 (AD) 的全基因组关联研究 (GWAS) 通常将临床诊断与来自父母疾病史的代理表型相结合.
- 目前的GWAAS-by-proxy (GWAX) 实践面临重大局限性,原因是未经纠正的生存偏差和非随机调查参与.
结论:
- 目前针对阿尔茨海默氏症的GWAX实践在未经纠正的生存偏差方面存在重大缺陷.
- 研究人员必须谨慎地解释从代理报告的父母病史中获得的遗传关联结果.
- 这项研究强调了基因流行病学中需要精细化的方法,特别是在生物银行队列研究中.
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