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USING RELATIVES' INFORMATION TO DETERMINE GENETIC RISK FOR NON-MENDELIAN PHENOTYPES

机译:利用亲属信息确定非孟德尔表型的遗传风险

摘要

Provided are methods for outputting a non-Mendelian risk score, comprising: receiving from a first dataset (i) genotype data for a subject and (ii) genotype data and phenotype data for one or more blood relatives of a subject having a gene of interest; receiving from a second dataset genotype population data and phenotype population data, wherein the population comprises two or more blood relatives; training a model on the first and second datasets to determine a genetic risk in the subject associated with one or more non-Mendelian gene of interest; and outputting a phenotypic risk score for the subject. Also provided are systems and non-transitory machine-readable media for outputting a polygenic risk score for a subject.
机译:提供了用于输出非孟德尔风险分数的方法,包括:从第一数据集接收(i)受试者的基因型数据和(ii)具有感兴趣基因的受试者的一个或多个血缘亲属的基因型数据和表型数据;从第二数据集接收基因型群体数据和表型群体数据,其中群体包括两个或多个血缘亲属;在第一和第二数据集上训练模型,以确定与一个或多个感兴趣的非孟德尔基因相关的受试者的遗传风险;并输出受试者的表型风险分数。还提供了用于输出受试者的多基因风险分数的系统和非暂时性机器可读介质。

著录项

  • 公开/公告号US2022157404A1

    专利类型

  • 公开/公告日2022-05-19

    原文格式PDF

  • 申请/专利权人 THEMBA INC.;

    申请/专利号US202017440548

  • 发明设计人 MATTHEW RABINOWITZ;

    申请日2020-03-19

  • 分类号G16B40/20;G16B20/20;G16B25/10;G16H50/30;G16H10/60;

  • 国家 US

  • 入库时间 2022-08-25 01:06:04

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