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PhenoMIP: High-Throughput Phenotyping of Diverse

机译:phenomip:多样化的高吞吐量表型

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摘要

Whether generated within a lab setting or isolated from the wild, variant alleles continue to be an important resource for decoding gene function in model organisms such as Caenorhabditis elegans. With advances in massively parallel sequencing, multiple whole-genome sequenced (WGS) strain collections are now available to the research community. The Million Mutation Project (MMP) for instance, analyzed 2007 N2-derived, mutagenized strains. Individually, each strain averages ∼400 single nucleotide variants amounting to ∼80 protein-coding variants. The effects of these variants, however, remain largely uncharacterized and querying the breadth of these strains for phenotypic changes requires a method amenable to rapid and sensitive high-throughput analysis. Here we present a pooled competitive fitness approach to quantitatively phenotype subpopulations of sequenced collections via molecular inversion probes (PhenoMIP). We phenotyped the relative fitness of 217 mutant strains on multiple food sources and classified these into five categories. We also demonstrate on a subset of these strains, that their fitness defects can be genetically mapped. Overall, our results suggest that approximately 80% of MMP mutant strains may have a decreased fitness relative to the lab reference, N2. The costs of generating this form of analysis through WGS methods would be prohibitive while PhenoMIP analysis in this manner is accomplished at less than one-tenth of projected WGS costs. We propose methods for applying PhenoMIP to a broad range of population selection experiments in a cost-efficient manner that would be useful to the community at large.
机译:无论是在实验室设置还是从野生,变异等位基因中生成的生成,继续都是解码模型生物体中基因功能的重要资源,如Caenorhabditis elegans。随着大规模平行测序的进展,研究界现在可获得多种全基因组测序(WGS)应变收集。例如,分析了2007年N2衍生的诱变菌株的百万突变项目(MMP)。单独地,每个菌株将〜400个单核苷酸变体平均为〜80个蛋白质编码变体。然而,这些变体对这些变异的影响很大程度上是无表型变异的诸如表型变化的宽度需要一种方法,需要一种快速和敏感的高通量分析。在这里,我们介绍了通过分子反转探针(Phenomip)定量表型相表蛋白质型的定量表型蛋白质。我们在多种食物来源上表现了217个突变体菌株的相对适应性,并将这些分为五类。我们还证明了这些菌株的子集,它们的健身缺陷可以转基因映射。总体而言,我们的结果表明,约80%的MMP突变菌株可能相对于实验室参考,N2的适应性降低。通过WGS方法产生这种形式的分析的成本将是令人满意的,而以这种方式的现象分析以低于预计的工厂的成本而完成的。我们提出了以经济效率的方式对广泛的人口选择实验施加现象的方法,这对社区有用。

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