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BUSCO Applications from Quality Assessments to Gene Prediction and Phylogenomics

机译:BUSCO从质量评估到基因预测和系统生物学的应用

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摘要

Genomics promises comprehensive surveying of genomes and metagenomes, but rapidly changing technologies and expanding data volumes make evaluation of completeness a challenging task. Technical sequencing quality metrics can be complemented by quantifying completeness of genomic data sets in terms of the expected gene content of Benchmarking Universal Single-Copy Orthologs (BUSCO, ). The latest software release implements a complete refactoring of the code to make it more flexible and extendable to facilitate high-throughput assessments. The original six lineage assessment data sets have been updated with improved species sampling, 34 new subsets have been built for vertebrates, arthropods, fungi, and prokaryotes that greatly enhance resolution, and data sets are now also available for nematodes, protists, and plants. Here, we present BUSCO v3 with example analyses that highlight the wide-ranging utility of BUSCO assessments, which extend beyond quality control of genomics data sets to applications in comparative genomics analyses, gene predictor training, metagenomics, and phylogenomics.
机译:基因组学有望对基因组和元基因组进行全面调查,但是快速变化的技术和不断扩大的数据量使完整性评估成为一项艰巨的任务。技术测序质量指标可以通过对基准通用单拷贝直系同源物(BUSCO,)的预期基因含量进行量化来对基因组数据集的完整性进行补充。最新的软件版本实现了代码的完整重构,以使其更加灵活和可扩展,以促进高吞吐量评估。最初的六个血统评估数据集已通过改进的物种采样进行了更新,为脊椎动物,节肢动物,真菌和原核生物构建了34个新的子集,极大地提高了分辨率,现在也可用于线虫,原生生物和植物的数据集。在这里,我们以示例分析的形式展示BUSCO v3,这些示例分析突出了BUSCO评估的广泛用途,其范围从基因组数据集的质量控制扩展到了比较基因组分析,基因预测因子训练,宏基因组学和系统发育组学中的应用。

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