ANGSD-wrapper: utilities for analysing next-generation sequencing data

被引:14
作者
Durvasula, Arun [1 ]
Hoffman, Paul J. [2 ]
Kent, Tyler V. [1 ]
Liu, Chaochih [2 ]
Kono, Thomas J. Y. [2 ]
Morrell, Peter L. [1 ,2 ]
Ross-Ibarra, Jeffrey [1 ,3 ]
机构
[1] Univ Calif Davis, Dept Plant Sci, Davis, CA 95616 USA
[2] Univ Minnesota, Dept Agron & Plant Genet, St Paul, MN 55108 USA
[3] Univ Calif Davis, Center Populat Biol & Genome Ctr, Davis, CA 95616 USA
基金
美国国家科学基金会;
关键词
domestication; population genetics; software; visualization; Zea; LINKED SELECTION; GENOME; DIFFERENTIATION; DOMESTICATION; POLYMORPHISM; EVOLUTION;
D O I
10.1111/1755-0998.12578
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
High-throughput sequencing has changed many aspects of population genetics, molecular ecology and related fields, affecting both experimental design and data analysis. The software package angsd allows users to perform a number of population genetic analyses on high-throughput sequencing data. angsd uses probabilistic approaches which can directly make use of genotype likelihoods; thus, SNP calling is not required for comparative analyses. This takes advantage of all the sequencing data and produces more accurate results for samples with low sequencing depth. Here, we present angsd-wrapper, a set of wrapper scripts that provides a user-friendly interface for running angsd and visualizing results. angsd-wrapper supports multiple types of analyses including estimates of nucleotide sequence diversity neutrality tests, principal component analysis, estimation of admixture proportions for individual samples and calculation of statistics that quantify recent introgression. angsd-wrapper also provides interactive graphing of angsd results to enhance data exploration. We demonstrate the usefulness of angsd-wrapper by analysing resequencing data from populations of wild and domesticated Zea. angsd-wrapper is freely available from https://github.com/mojaveazure/angsd-wrapper..
引用
收藏
页码:1449 / 1454
页数:6
相关论文
共 38 条
[1]  
[Anonymous], 2006, P 2006 ACM IEEE C SU
[2]  
[Anonymous], DATA TABLE EXTENSION
[3]  
Beissinger TM, 2016, NAT PLANTS, V2, DOI [10.1038/NPLANTS.2016.84, 10.1038/nplants.2016.84]
[4]   Linked selection and recombination rate variation drive the evolution of the genomic landscape of differentiation across the speciation continuum of Ficedula flycatchers [J].
Burri, Reto ;
Nater, Alexander ;
Kawakami, Takeshi ;
Mugal, Carina F. ;
Olason, Pall I. ;
Smeds, Linnea ;
Suh, Alexander ;
Dutoit, Ludovic ;
Bures, Stanislav ;
Garamszegi, Laszlo Z. ;
Hogner, Silje ;
Moreno, Juan ;
Qvarnstrom, Anna ;
Ruzic, Milan ;
Saether, Stein-Are ;
Saetre, Glenn-Peter ;
Torok, Janos ;
Ellegren, Hans .
GENOME RESEARCH, 2015, 25 (11) :1656-1665
[5]  
Chang W, 2015, SHINYTHEMES THEMES S
[6]  
Chang W., 2015, Shiny: Web Application Framework for R. R Package Version 1.6.0
[7]   Maize HapMap2 identifies extant variation from a genome in flux [J].
Chia, Jer-Ming ;
Song, Chi ;
Bradbury, Peter J. ;
Costich, Denise ;
de Leon, Natalia ;
Doebley, John ;
Elshire, Robert J. ;
Gaut, Brandon ;
Geller, Laura ;
Glaubitz, Jeffrey C. ;
Gore, Michael ;
Guill, Kate E. ;
Holland, Jim ;
Hufford, Matthew B. ;
Lai, Jinsheng ;
Li, Meng ;
Liu, Xin ;
Lu, Yanli ;
McCombie, Richard ;
Nelson, Rebecca ;
Poland, Jesse ;
Prasanna, Boddupalli M. ;
Pyhaejaervi, Tanja ;
Rong, Tingzhao ;
Sekhon, Rajandeep S. ;
Sun, Qi ;
Tenaillon, Maud I. ;
Tian, Feng ;
Wang, Jun ;
Xu, Xun ;
Zhang, Zhiwu ;
Kaeppler, Shawn M. ;
Ross-Ibarra, Jeffrey ;
McMullen, Michael D. ;
Buckler, Edward S. ;
Zhang, Gengyun ;
Xu, Yunbi ;
Ware, Doreen .
NATURE GENETICS, 2012, 44 (07) :803-U238
[8]   The variant call format and VCFtools [J].
Danecek, Petr ;
Auton, Adam ;
Abecasis, Goncalo ;
Albers, Cornelis A. ;
Banks, Eric ;
DePristo, Mark A. ;
Handsaker, Robert E. ;
Lunter, Gerton ;
Marth, Gabor T. ;
Sherry, Stephen T. ;
McVean, Gilean ;
Durbin, Richard .
BIOINFORMATICS, 2011, 27 (15) :2156-2158
[9]   Testing for Ancient Admixture between Closely Related Populations [J].
Durand, Eric Y. ;
Patterson, Nick ;
Reich, David ;
Slatkin, Montgomery .
MOLECULAR BIOLOGY AND EVOLUTION, 2011, 28 (08) :2239-2252
[10]   Applications of next generation sequencing in molecular ecology of non-model organisms [J].
Ekblom, R. ;
Galindo, J. .
HEREDITY, 2011, 107 (01) :1-15