Natural variation in genome architecture among 205 Drosophila melanogaster Genetic Reference Panel lines

被引:435
作者
Huang, Wen [1 ]
Massouras, Andreas [2 ,3 ]
Inoue, Yutaka [4 ]
Peiffer, Jason [1 ]
Ramia, Miquel [5 ]
Tarone, Aaron M. [6 ]
Turlapati, Lavanya [1 ]
Zichner, Thomas [7 ]
Zhu, Dianhui [8 ]
Lyman, Richard F. [1 ]
Magwire, Michael M. [1 ]
Blankenburg, Kerstin [8 ]
Carbone, Mary Anna [1 ]
Chang, Kyle [8 ]
Ellis, Lisa L. [6 ]
Fernandez, Sonia [8 ]
Han, Yi [8 ]
Highnam, Gareth [9 ,10 ]
Hjelmen, Carl E. [6 ]
Jack, John R. [1 ]
Javaid, Mehwish [8 ]
Jayaseelan, Joy [8 ]
Kalra, Divya [8 ]
Lee, Sandy [8 ]
Lewis, Lora [8 ]
Munidasa, Mala [8 ]
Ongeri, Fiona [8 ]
Patel, Shohba [8 ]
Perales, Lora [8 ]
Perez, Agapito [8 ]
Pu, LingLing [8 ]
Rollmann, Stephanie M. [1 ]
Ruth, Robert [8 ]
Saada, Nehad [8 ]
Warner, Crystal [8 ]
Williams, Aneisa [8 ]
Wu, Yuan-Qing [8 ]
Yamamoto, Akihiko [1 ]
Zhang, Yiqing [8 ]
Zhu, Yiming [8 ]
Anholt, Robert R. H. [1 ]
Korbel, Jan O. [7 ]
Mittelman, David [9 ,10 ]
Muzny, Donna M. [8 ]
Gibbs, Richard A. [8 ]
Barbadilla, Antonio [5 ]
Johnston, J. Spencer [6 ]
Stone, Eric A. [1 ]
Richards, Stephen [8 ]
Deplancke, Bart [2 ,3 ]
机构
[1] N Carolina State Univ, Dept Biol Sci, Raleigh, NC 27595 USA
[2] Ecole Polytech Fed Lausanne, Lab Syst Biol & Genet, Inst Bioengn, Sch Life Sci, CH-1015 Lausanne, Switzerland
[3] Swiss Inst Bioinformat, CH-1015 Lausanne, Switzerland
[4] Osaka Univ, Ctr Educ Liberal Arts & Sci, Suita, Osaka 5600043, Japan
[5] IBB, Genom Bioinformat & Evolut Grp, Dept Genet & Microbiol, Bellaterra 08193, Spain
[6] Texas A&M Univ, Dept Entomol, College Stn, TX 77843 USA
[7] EMBL, Genome Biol Unit, D-69117 Heidelberg, Germany
[8] Baylor Coll Med, Human Genome Sequencing Ctr, Houston, TX 77030 USA
[9] Virginia Tech, Virginia Tech Virginia Bioinformat Inst, Blacksburg, VA 24061 USA
[10] Virginia Tech, Dept Biol Sci, Blacksburg, VA 24061 USA
基金
瑞士国家科学基金会;
关键词
COPY NUMBER VARIATION; NUCLEOTIDE VARIABILITY; QUANTITATIVE TRAITS; DISRUPTION PROJECT; MUTATION-RATE; PAIRED-END; POLYMORPHISM; ASSOCIATION; DISCOVERY; POPULATIONS;
D O I
10.1101/gr.171546.113
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
The Drosophila melanogaster Genetic Reference Panel (DGRP) is a community resource of 205 sequenced inbred lines, derived to improve our understanding of the effects of naturally occurring genetic variation on molecular and organismal phenotypes. We used an integrated genotyping strategy to identify 4,853,802 single nucleotide polymorphisms (SNPs) and 1,296,080 non-SNP variants. Our molecular population genomic analyses show higher deletion than insertion mutation rates and stronger purifying selection on deletions. Weaker selection on insertions than deletions is consistent with our observed distribution of genome size determined by flow cytometry, which is skewed toward larger genomes. Insertion/deletion and single nucleotide polymorphisms are positively correlated with each other and with local recombination, suggesting that their nonrandom distributions are due to hitchhiking and background selection. Our cytogenetic analysis identified 16 polymorphic inversions in the DGRP. Common inverted and standard karyotypes are genetically divergent and account for most of the variation in relatedness among the DGRP lines. Intriguingly, variation in genome size and many quantitative traits are significantly associated with inversions. Approximately 50% of the DGRP lines are infected with Wolbachia, and four lines have germline insertions of Wolbachia sequences, but effects of Wolbachia infection on quantitative traits are rarely significant. The DGRP complements ongoing efforts to functionally annotate the Drosophila genome. Indeed, 15% of all D. melanogaster genes segregate for potentially damaged proteins in the DGRP, and genome-wide analyses of quantitative traits identify novel candidate genes. The DGRP lines, sequence data, genotypes, quality scores, phenotypes, and analysis and visualization tools are publicly available.
引用
收藏
页码:1193 / 1208
页数:16
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