Li Ka Shing Centre for Health Information and Discovery, Big Data Institute, University of Oxford, Oxford, UK.
Mammalian Genetics Unit, MRC Harwell Institute, Oxfordshire, OX11 0RD, UK.
BMC Genomics. 2023 Sep 22;24(1):562. doi: 10.1186/s12864-023-09637-2.
Selective constraint, the depletion of variation due to negative selection, provides insights into the functional impact of variants and disease mechanisms. However, its characterization in mice, the most commonly used mammalian model, remains limited. This study aims to quantify mouse gene constraint using a new metric called the nonsynonymous observed expected ratio (NOER) and investigate its relationship with gene function.
NOER was calculated using whole-genome sequencing data from wild mouse populations (Mus musculus sp and Mus spretus). Positive correlations were observed between mouse gene constraint and the number of associated knockout phenotypes, indicating stronger constraint on pleiotropic genes. Furthermore, mouse gene constraint showed a positive correlation with the number of pathogenic variant sites in their human orthologues, supporting the relevance of mouse models in studying human disease variants.
NOER provides a resource for assessing the fitness consequences of genetic variants in mouse genes and understanding the relationship between gene constraint and function. The study's findings highlight the importance of pleiotropy in selective constraint and support the utility of mouse models in investigating human disease variants. Further research with larger sample sizes can refine constraint estimates in mice and enable more comprehensive comparisons of constraint between mouse and human orthologues.
选择压力,即由于负选择而导致的变异损耗,为研究变异的功能影响和疾病机制提供了深入了解。然而,在最常用的哺乳动物模型——小鼠中,对其的特征描述仍然有限。本研究旨在使用一种称为非同义观测预期比(NOER)的新指标来量化小鼠基因约束,并研究其与基因功能的关系。
使用来自野生鼠种群(Mus musculus sp 和 Mus spretus)的全基因组测序数据计算了 NOER。观察到小鼠基因约束与相关敲除表型数量之间存在正相关,表明多效性基因受到更强的约束。此外,小鼠基因约束与人类同源物中致病性变异位点数量呈正相关,支持了小鼠模型在研究人类疾病变异方面的相关性。
NOER 为评估小鼠基因中遗传变异的适应度后果以及理解基因约束与功能之间的关系提供了资源。该研究的发现强调了多效性在选择压力中的重要性,并支持了使用小鼠模型研究人类疾病变异的实用性。进一步增加样本量的研究可以细化小鼠中的约束估计,并实现小鼠和人类同源物之间约束的更全面比较。