Soergel Hannah, Loosli Felix, Muhle-Goll Claudia
Institute of Organic Chemistry, Karlsruhe Institute of Technology, Fritz-Haber-Weg 6, 76131 Karlsruhe, Germany.
Institute of Biological and Chemical Systems, Biological Information Processing (IBCS-BIP), Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany.
Metabolites. 2021 Oct 29;11(11):744. doi: 10.3390/metabo11110744.
The relationship between genetic variation and phenotypic traits is often poorly understood since specific genotypes do not always easily translate into associated phenotypes, especially for complex disorders. The genetic background has been shown to affect metabolic pathways and thus contribute to variations in the metabolome. Here, we tested the suitability of NMR metabolomics for comparative analysis of fish lines as a first step towards phenotype-genotype association studies. The Japanese rice fish, medaka (), is a widely used genetic vertebrate model with several isogenic inbred laboratory strains. We used liver extracts of medaka iCab and HO5 strains as a paradigm to test the feasibility of distinguishing the metabolome of two different inbred strains. Fifteen metabolites could be detected in uni- and multivariate analyses that showed strain-specific levels. Differences could be assigned to specific metabolic pathways. Our results show that NMR spectroscopy is a suitable method to detect variance of the metabolome caused by subtle genetic differences. Thus, it has the potential to address genotype-phenotype associations in medaka, providing an additional level of phenotypic analysis.
由于特定基因型并不总是能轻易转化为相关表型,尤其是对于复杂疾病而言,因此人们常常对遗传变异与表型性状之间的关系了解甚少。已表明遗传背景会影响代谢途径,从而导致代谢组的变化。在此,我们测试了核磁共振代谢组学用于鱼类品系比较分析的适用性,作为迈向表型-基因型关联研究的第一步。日本青鳉(Medaka)是一种广泛使用的遗传脊椎动物模型,有多个近交系实验室品系。我们以青鳉iCab和HO5品系的肝脏提取物作为范例,来测试区分两种不同近交系代谢组的可行性。在单变量和多变量分析中可检测到15种代谢物,这些代谢物呈现出特定品系的水平。差异可归因于特定的代谢途径。我们的结果表明,核磁共振波谱法是检测由细微遗传差异引起的代谢组差异的合适方法。因此,它有潜力解决青鳉中的基因型-表型关联问题,提供额外层面的表型分析。