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遗传养育、遗传缺失与遗传统计中的因果分析。

Genetic nurturing, missing heritability, and causal analysis in genetic statistics.

机构信息

Department of Biology, Stanford University, Stanford, CA 94305.

Department of Biology, Stanford University, Stanford, CA 94305

出版信息

Proc Natl Acad Sci U S A. 2020 Oct 13;117(41):25646-25654. doi: 10.1073/pnas.2015869117. Epub 2020 Sep 28.

Abstract

Genetic nurturing, the effect of parents' genotypes on offspring phenotypes through parental phenotypic transmission, can be modeled in terms of gene-culture interactions. This paper first uses a simple one-locus, two-phenotype gene-culture cotransmission model to compute the effect of genetic nurturing in terms of regression of children's phenotypes on transmitted and nontransmitted alleles. With genetic nurturing, interpreting heritability and hence the meaning of "missing heritability" becomes problematic. Other factors, for example, population subdivision and assortative mating, generate similar signals to those of genetic nurturing, namely, correlation between parents' nontransmitted alleles and children's phenotypes. Corrections must be made for these to isolate the signal of genetic nurturing. Finally, a unified causal framework is constructed for genetic nurturing, population subdivision, and assortative mating. Causal and noncausal paths from transmitted and nontransmitted alleles to children's phenotypes are identified and investigated in the presence of genetic nurturing, population subdivision, and assortative mating. Using causal analysis, assumptions made in inferring direct and indirect effects are then clarified and evaluated in a broader causal context.

摘要

遗传培育,即父母的基因型通过父母的表型传递对子代表型的影响,可以用基因-文化相互作用来建模。本文首先使用一个简单的单基因座、两种表型的基因-文化共传递模型,根据孩子的表型与传递和未传递等位基因的回归,计算遗传培育的效果。有了遗传培育,解释遗传力,因此也解释了“缺失的遗传力”的含义就成了问题。其他因素,例如群体细分和交配选择,会产生与遗传培育相似的信号,即父母未传递的等位基因与孩子表型之间的相关性。必须进行修正,以分离遗传培育的信号。最后,为遗传培育、群体细分和交配选择构建了一个统一的因果框架。在存在遗传培育、群体细分和交配选择的情况下,确定并研究了从传递和未传递等位基因到孩子表型的因果和非因果路径。使用因果分析,然后在更广泛的因果背景下澄清和评估了推断直接和间接效应的假设。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4ed1/7568332/32b25daf6acc/pnas.2015869117fig01.jpg

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