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代谢的系统遗传学:使用 BXD 鼠参考面板进行多尺度性状综合分析。

Systems genetics of metabolism: the use of the BXD murine reference panel for multiscalar integration of traits.

机构信息

Laboratory of Integrative and Systems Physiology, School of Life Sciences, École Polytechnique Fédérale de Lausanne 1015, Switzerland.

出版信息

Cell. 2012 Sep 14;150(6):1287-99. doi: 10.1016/j.cell.2012.08.012. Epub 2012 Aug 30.

Abstract

Metabolic homeostasis is achieved by complex molecular and cellular networks that differ significantly among individuals and are difficult to model with genetically engineered lines of mice optimized to study single gene function. Here, we systematically acquired metabolic phenotypes by using the EUMODIC EMPReSS protocols across a large panel of isogenic but diverse strains of mice (BXD type) to study the genetic control of metabolism. We generated and analyzed 140 classical phenotypes and deposited these in an open-access web service for systems genetics (www.genenetwork.org). Heritability, influence of sex, and genetic modifiers of traits were examined singly and jointly by using quantitative-trait locus (QTL) and expression QTL-mapping methods. Traits and networks were linked to loci encompassing both known variants and novel candidate genes, including alkaline phosphatase (ALPL), here linked to hypophosphatasia. The assembled and curated phenotypes provide key resources and exemplars that can be used to dissect complex metabolic traits and disorders.

摘要

代谢稳态是通过复杂的分子和细胞网络实现的,这些网络在个体之间有很大的差异,并且很难用经过基因工程优化的用于研究单个基因功能的小鼠品系进行建模。在这里,我们使用 EUMODIC EMPReSS 方案,在大量的同基因但多样化的小鼠(BXD 型)品系中系统地获得代谢表型,以研究代谢的遗传控制。我们生成并分析了 140 种经典表型,并将其存入一个用于系统遗传学的开放访问网络服务(www.genenetwork.org)。通过使用数量性状基因座(QTL)和表达 QTL 映射方法,单独和联合检查了遗传率、性别影响以及性状的遗传修饰因子。将性状和网络与包含已知变体和新候选基因的基因座联系起来,包括碱性磷酸酶(ALPL),它与低磷酸酶血症有关。组装和整理的表型提供了关键资源和范例,可以用于剖析复杂的代谢特征和疾病。

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