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探讨在使用临床家系的遗传研究中,确定偏倚的影响。

Exploring the effect of ascertainment bias on genetic studies that use clinical pedigrees.

机构信息

Department of Laboratory Medicine, University of Washington, Seattle, WA, 98109, USA.

出版信息

Eur J Hum Genet. 2019 Dec;27(12):1800-1807. doi: 10.1038/s41431-019-0467-5. Epub 2019 Jul 11.

Abstract

Recent studies have reported novel cancer risk associations with incidentally tested genes on cancer risk panels using clinically ascertained cohorts. Clinically ascertained pedigrees may have unknown ascertainment biases for both patients and relatives. We used a method to assess gene and variant risk and ascertainment bias based on comparing the number of observed disease instances in a pedigree given the sex and ages of individuals with those expected given established population incidence. We assessed the performance characteristics of the method by simulating families with varying genetic risk and proportion of individuals genotyped. We implemented this method using SEER cancer incidence data to assess clinical ascertainment bias in a set of 42 pedigrees with clinical testing ordered for either breast/ovarian cancer or colorectal/endometrial cancer at the University of Washington and negative sequencing results. In addition to expected biases consistent with the stated testing purpose, there were trends suggesting increased colorectal and endometrial cancer in pedigrees tested for breast cancer risk and trends suggesting increased breast cancer in families tested for colon cancer risk. There was no observed selection bias for prostate cancer in this set of families. This analysis illustrates that clinically ascertained data sets may have subtle biases. In the future, researchers seeking to explore risk associations with clinical data sets could assess potential ascertainment bias by comparing incidence of disease in families that test negative under given ordering criteria to expected population disease frequencies. Failure to assess for ascertainment bias increases the risk of false genetic associations.

摘要

最近的研究报告称,使用临床确定的队列,对偶然检测到的癌症风险面板上的基因进行检测,会发现新的癌症风险关联。临床确定的家系可能对患者和亲属都存在未知的确定偏差。我们使用了一种方法,根据个体的性别和年龄,在系谱中观察到的疾病实例数量与已知人群发病率所预期的数量进行比较,从而评估基因和变异风险以及确定偏差。我们通过模拟具有不同遗传风险和个体基因型比例的家庭,来评估该方法的性能特征。我们使用 SEER 癌症发病率数据实施了该方法,以评估在华盛顿大学进行临床检测的 42 个家系中存在的临床确定偏差,这些家系的检测目的分别是乳腺癌/卵巢癌或结直肠癌/子宫内膜癌,且测序结果为阴性。除了与既定检测目的一致的预期偏差外,还有一些趋势表明,在针对乳腺癌风险进行检测的家系中,结直肠癌和子宫内膜癌的发病率增加,而在针对结肠癌风险进行检测的家系中,乳腺癌的发病率增加。在这组家庭中,没有观察到前列腺癌的选择偏差。这项分析表明,临床确定的数据集中可能存在微妙的偏差。未来,研究人员如果希望通过临床数据集探索风险关联,可以通过比较在给定排序标准下检测为阴性的家系中疾病的发病率与预期的人群疾病频率,来评估潜在的确定偏差。如果不评估确定偏差,则会增加假遗传关联的风险。

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