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PMID: 30346553 Published · epublish English Journal Article Research Support, Non-U.S. Gov't

Cost-effective assembly of the African wild dog (Lycaon pictus) genome using linked reads.

GigaScience ·Vol. 8 ·No. 2 ·2019-00-01

Armstrong EE, Taylor RW, Prost S, Blinston P, van der Meer E, Madzikanda H, Mufute O, Mandisodza-Chikerema R, Stuelpnagel J, Sillero-Zubiri C, Petrov D

Abstract

A high-quality reference genome assembly is a valuable tool for the study of non-model organisms. Genomic techniques can provide important insights about past population sizes and local adaptation and can aid in the development of breeding management plans. This information is important for fields such as conservation genetics, where endangered species require critical and immediate attention. However, funding for genomic-based methods can be sparse for conservation projects, as costs for general species management can consume budgets. Here, we report the generation of high-quality reference genomes for the African wild dog (Lycaon pictus) at a low cost (<$3000), thereby facilitating future studies of this endangered canid. We generated assemblies for three individuals using the linked-read 10x Genomics Chromium system. The most continuous assembly had a scaffold and contig N50 of 21 Mb and 83 Kb, respectively, and completely reconstructed 95% of a set of conserved mammalian genes. Additionally, we estimate the heterozygosity and demographic history of African wild dogs, revealing that although they have historically low effective population sizes, heterozygosity remains high. We show that 10x Genomics Chromium data can be used to effectively generate high-quality genomes from Illumina short-read data of intermediate coverage (∼25x-50x). Interestingly, the wild dog shows higher heterozygosity than other species of conservation concern, possibly due to its behavioral ecology. The availability of reference genomes for non-model organisms will facilitate better genetic monitoring of threatened species such as the African wild dog and help conservationists to better understand the ecology and adaptability of those species in a changing environment.

MeSH Terms
Animals Canidae/genetics Endangered Species Female Genome Genomics High-Throughput Nucleotide Sequencing Sequence Analysis, DNA
Authors & Affiliations
11 authors, click to expand affiliations / ORCID
Armstrong Ellie E
Program for Conservation Genomics, Department of Biology, 385 Serra Mall, Stanford University, Stanford, CA, 94305, USA.
Taylor Ryan W
Program for Conservation Genomics, Department of Biology, 385 Serra Mall, Stanford University, Stanford, CA, 94305, USA.
Prost Stefan
Program for Conservation Genomics, Department of Biology, 385 Serra Mall, Stanford University, Stanford, CA, 94305, USA. | Department of Integrative Biology, 3040 Valley Life Science Building, University of California, Berkeley, CA, 94720-3140, USA.
Blinston Peter
Painted Dog Conservation, PO Box 72, Dete, 00263, Zimbabwe.
van der Meer Esther
Painted Dog Conservation, PO Box 72, Dete, 00263, Zimbabwe.
Madzikanda Hillary
Painted Dog Conservation, PO Box 72, Dete, 00263, Zimbabwe.
Mufute Olivia
The Zimbabwe Parks & Wildlife Management Authority, Corner Sandringham & Borrowdale Roads, Botanical Gardens. Causeway, Harare, 00263, Zimbabwe.
Mandisodza-Chikerema Roseline
The Zimbabwe Parks & Wildlife Management Authority, Corner Sandringham & Borrowdale Roads, Botanical Gardens. Causeway, Harare, 00263, Zimbabwe.
Stuelpnagel John
10x Genomics, Inc., 7068 Koll Center Pkwy #401, Pleasanton, CA, 94566, USA.
Sillero-Zubiri Claudio
Wildlife Conservation Research Unit, Zoology, University of Oxford, The Recanati-Kaplan Centre, Abingdon Road, Tubney House, Tubney, UK014.
Petrov Dmitri
Program for Conservation Genomics, Department of Biology, 385 Serra Mall, Stanford University, Stanford, CA, 94305, USA.
References (47)
47 references, click to expand
  1. A field guide to whole-genome sequencing, assembly and annotation.
    Evol Appl. 2014 Nov;7(9):1026-42 PMID: 25553065
  2. Direct determination of diploid genome sequences.
    Genome Res. 2017 May;27(5):757-767 PMID: 28381613
  3. The evolution of South American endemic canids: a history of rapid diversification and morphological parallelism.
    J Evol Biol. 2010 Feb;23(2):311-22 PMID: 20002250
  4. Orthology detection combining clustering and synteny for very large datasets.
    PLoS One. 2014 Aug 19;9(8):e105015 PMID: 25137074
  5. BUSCO: assessing genome assembly and annotation completeness with single-copy orthologs.
    Bioinformatics. 2015 Oct 1;31(19):3210-2 PMID: 26059717
  6. Genomics and the challenging translation into conservation practice.
    Trends Ecol Evol. 2015 Feb;30(2):78-87 PMID: 25534246
  7. Coming of age: ten years of next-generation sequencing technologies.
    Nat Rev Genet. 2016 May 17;17(6):333-51 PMID: 27184599
  8. Robust forensic matching of confiscated horns to individual poached African rhinoceros.
    Curr Biol. 2018 Jan 8;28(1):R13-R14 PMID: 29316411
  9. Extreme genomic erosion after recurrent demographic bottlenecks in the highly endangered Iberian lynx.
    Genome Biol. 2016 Dec 14;17(1):251 PMID: 27964752
  10. Initial sequencing and analysis of the human genome.
    Nature. 2001 Feb 15;409(6822):860-921 PMID: 11237011
  11. Estimating inbreeding coefficients from NGS data: Impact on genotype calling and allele frequency estimation.
    Genome Res. 2013 Nov;23(11):1852-61 PMID: 23950147
  12. Genome sequence, population history, and pelage genetics of the endangered African wild dog (Lycaon pictus).
    BMC Genomics. 2016 Dec 9;17(1):1013 PMID: 27938335
  13. Population genomics reveal recent speciation and rapid evolutionary adaptation in polar bears.
    Cell. 2014 May 8;157(4):785-94 PMID: 24813606
  14. A paleogenomic perspective on evolution and gene function: new insights from ancient DNA.
    Science. 2014 Jan 24;343(6169):1236573 PMID: 24458647
  15. Fast and accurate short read alignment with Burrows-Wheeler transform.
    Bioinformatics. 2009 Jul 15;25(14):1754-60 PMID: 19451168
  16. Comparison of carnivore, omnivore, and herbivore mammalian genomes with a new leopard assembly.
    Genome Biol. 2016 Oct 11;17(1):211 PMID: 27802837
  17. The biodiversity of species and their rates of extinction, distribution, and protection.
    Science. 2014 May 30;344(6187):1246752 PMID: 24876501
  18. An improved canine genome and a comprehensive catalogue of coding genes and non-coding transcripts.
    PLoS One. 2014 Mar 13;9(3):e91172 PMID: 24625832
  19. Technology: The $1,000 genome.
    Nature. 2014 Mar 20;507(7492):294-5 PMID: 24646979
  20. MAKER2: an annotation pipeline and genome-database management tool for second-generation genome projects.
    BMC Bioinformatics. 2011 Dec 22;12:491 PMID: 22192575
  21. Repbase Update, a database of eukaryotic repetitive elements.
    Cytogenet Genome Res. 2005;110(1-4):462-7 PMID: 16093699
  22. Genotype and SNP calling from next-generation sequencing data.
    Nat Rev Genet. 2011 Jun;12(6):443-51 PMID: 21587300
  23. Genome sequence, comparative analysis and haplotype structure of the domestic dog.
    Nature. 2005 Dec 8;438(7069):803-19 PMID: 16341006
  24. Analysis of horse genomes provides insight into the diversification and adaptive evolution of karyotype.
    Sci Rep. 2014 May 14;4:4958 PMID: 24828444
  25. Inverse density dependence and the Allee effect.
    Trends Ecol Evol. 1999 Oct;14(10):405-410 PMID: 10481205
  26. Spatial and temporal patterns of neutral and adaptive genetic variation in the endangered African wild dog (Lycaon pictus).
    Mol Ecol. 2012 Mar;21(6):1379-93 PMID: 22320891
  27. Accelerated modern human-induced species losses: Entering the sixth mass extinction.
    Sci Adv. 2015 Jun 19;1(5):e1400253 PMID: 26601195
  28. Assemblathon 2: evaluating de novo methods of genome assembly in three vertebrate species.
    Gigascience. 2013 Jul 22;2(1):10 PMID: 23870653
  29. De Novo Genome and Transcriptome Assembly of the Canadian Beaver (Castor canadensis).
    G3 (Bethesda). 2017 Feb 9;7(2):755-773 PMID: 28087693
  30. Genomic Flatlining in the Endangered Island Fox.
    Curr Biol. 2016 May 9;26(9):1183-9 PMID: 27112291
  31. High-quality draft assemblies of mammalian genomes from massively parallel sequence data.
    Proc Natl Acad Sci U S A. 2011 Jan 25;108(4):1513-8 PMID: 21187386
  32. Genome-wide Evidence Reveals that African and Eurasian Golden Jackals Are Distinct Species.
    Curr Biol. 2015 Aug 17;25(16):2158-65 PMID: 26234211
  33. Gapped BLAST and PSI-BLAST: a new generation of protein database search programs.
    Nucleic Acids Res. 1997 Sep 1;25(17):3389-402 PMID: 9254694
  34. ANGSD: Analysis of Next Generation Sequencing Data.
    BMC Bioinformatics. 2014 Nov 25;15:356 PMID: 25420514
  35. The devil is in the details: the effect of population structure on demographic inference.
    Heredity (Edinb). 2016 Apr;116(4):349-50 PMID: 26883182
  36. Chromosome-scale scaffolding of de novo genome assemblies based on chromatin interactions.
    Nat Biotechnol. 2013 Dec;31(12):1119-25 PMID: 24185095
  37. Empirical evaluation of preservation methods for faecal DNA.
    Mol Ecol. 1998 Oct;7(10):1423-8 PMID: 9787450
  38. Genomic legacy of the African cheetah, Acinonyx jubatus.
    Genome Biol. 2015 Dec 10;16:277 PMID: 26653294
  39. The Sequence Alignment/Map format and SAMtools.
    Bioinformatics. 2009 Aug 15;25(16):2078-9 PMID: 19505943
  40. Molecular genetic and morphological analyses of the African wild dog (Lycaon pictus).
    J Hered. 1993 Nov-Dec;84(6):450-9 PMID: 7903676
  41. Edge effects and the extinction of populations inside protected areas
    Science. 1998 Jun 26;280(5372):2126-8 PMID: 9641920
  42. The wolf reference genome sequence (Canis lupus lupus) and its implications for Canis spp. population genomics.
    BMC Genomics. 2017 Jun 29;18(1):495 PMID: 28662691
  43. Inference of human population history from individual whole-genome sequences.
    Nature. 2011 Jul 13;475(7357):493-6 PMID: 21753753
  44. Chromosome-scale shotgun assembly using an in vitro method for long-range linkage.
    Genome Res. 2016 Mar;26(3):342-50 PMID: 26848124
  45. Patterns of population subdivision, gene flow and genetic variability in the African wild dog (Lycaon pictus).
    Mol Ecol. 2001 Jul;10(7):1703-23 PMID: 11472538
  46. Conservation genomics of threatened animal species.
    Annu Rev Anim Biosci. 2013 Jan;1:261-81 PMID: 25387020
  47. SNP calling, genotype calling, and sample allele frequency estimation from New-Generation Sequencing data.
    PLoS One. 2012;7(7):e37558 PMID: 22911679
Article Info
Journal
GigaScience
Abbr.
Gigascience
ISSN
2047-217X
Published
2019-00-01
Epub
2019-00-01
Language
English
Region
United States
NLM ID
101596872
PMCID
PMC6350039
Subset
IM
Grants
NIGMS NIH HHS · R35 GM118165 · United States
NHGRI NIH HHS · R43 HG009482 · United States
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