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

被引:0
|
作者
Zhao, Roy [1 ]
Lukacsovich, Tamas [2 ]
Gaut, Rebecca [3 ]
Emerson, J. J. [1 ,3 ]
机构
[1] Univ Calif Irvine, Ctr Complex Biol Syst, Irvine, CA 92697 USA
[2] Univ Zurich, Brain Res Inst, CH-8057 Zurich, Switzerland
[3] Univ Calif Irvine, Dept Ecol & Evolutionary Biol, Irvine, CA 92697 USA
来源
G3-GENES GENOMES GENETICS | 2023年 / 13卷 / 10期
关键词
genomic methods; genotyping; allele frequency quantification; evolutionary dynamics; TERM EXPERIMENTAL EVOLUTION; ESCHERICHIA-COLI; ADAPTIVE WALKS; DNA; ADAPTATION; SELECTION; SEQUENCE; LIMITS; BIAS;
D O I
10.1093/g3journal/jkad162
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
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-Seq(2)) 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-Seq(2) 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-Seq(2) is flexible, inexpensive, and produces large amounts of data with low error, low noise, and desirable statistical properties. In summary, FREQ-Seq(2) is a powerful method for quantifying allele frequency that provides a versatile approach for profiling mixed populations.
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页数:11
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