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FREQ-Seq2:一种用于精确高通量组合定量等位基因频率的方法。

FREQ-Seq2: a method for precise high-throughput combinatorial quantification of allele frequencies.

机构信息

Center for Complex Biological Systems, University of California, Irvine, CA 92697, USA.

Brain Research Institute, University of Zürich, 8057 Zürich, Switzerland.

出版信息

G3 (Bethesda). 2023 Sep 30;13(10). doi: 10.1093/g3journal/jkad162.

Abstract

The accurate determination of allele frequencies is crucially important across a wide range of problems in genetics, such as developing population genetic models, making inferences from genome-wide association studies, determining genetic risk for diseases, as well as other scientific and medical applications. Furthermore, understanding how allele frequencies change over time in populations is central to ascertaining their evolutionary dynamics. We present a precise, efficient, and economical method (FREQ-Seq2) for quantifying the relative frequencies of different alleles at loci of interest in mixed population samples. Through the creative use of paired barcode sequences, we exponentially increased the throughput of the original FREQ-Seq method from 48 to 2,304 samples. FREQ-Seq2 can be targeted to specific genomic regions of interest, which are amplified using universal barcoded adapters to generate Illumina sequencing libraries. Our enhanced method, available as a kit along with open-source software for analyzing sequenced libraries, enables the detection and removal of errors that are undetectable in the original FREQ-Seq method as well as other conventional methods for allele frequency quantification. Finally, we validated the performance of our sequencing-based approach with a highly multiplexed set of control samples as well as a competitive evolution experiment in Escherichia coli and compare the latter to estimates derived from manual colony counting. Our analyses demonstrate that FREQ-Seq2 is flexible, inexpensive, and produces large amounts of data with low error, low noise, and desirable statistical properties. In summary, FREQ-Seq2 is a powerful method for quantifying allele frequency that provides a versatile approach for profiling mixed populations.

摘要

准确确定等位基因频率在遗传学的广泛问题中至关重要,例如开发群体遗传模型、从全基因组关联研究中进行推断、确定疾病的遗传风险,以及其他科学和医学应用。此外,了解等位基因频率在人群中随时间的变化对于确定其进化动态至关重要。我们提出了一种精确、高效和经济的方法(FREQ-Seq2),用于量化混合群体样本中感兴趣基因座上不同等位基因的相对频率。通过创造性地使用配对条形码序列,我们将原始 FREQ-Seq 方法的通量从 48 个样本增加到 2,304 个样本,呈指数级增长。FREQ-Seq2 可以靶向特定的感兴趣基因组区域,这些区域使用通用条形码接头进行扩增,以生成 Illumina 测序文库。我们的增强方法与用于分析测序文库的开源软件一起作为试剂盒提供,可检测和去除原始 FREQ-Seq 方法以及其他用于等位基因频率量化的常规方法无法检测到的错误。最后,我们使用高度多重化的对照样本和大肠杆菌中的竞争进化实验来验证我们基于测序的方法的性能,并将后者与手动菌落计数得出的估计值进行比较。我们的分析表明,FREQ-Seq2 具有灵活性、低成本、产生大量数据且误差低、噪声低,具有理想的统计特性。总之,FREQ-Seq2 是一种强大的等位基因频率定量方法,为混合群体分析提供了一种通用的方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe0a/10542570/e077232c9447/jkad162f1.jpg

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