Cited by 803Genomics and Phylogenetic StudiesGenomic variations and chromosomal abnormalitiesSingle-cell and spatial transcriptomics

Direct determination of diploid genome sequences

Open access
Weisenfeld, Neil I., Kumar, Vijay, Shah, Preyas, Church, Deanna M., Jaffe, David B.·2017·Genome Research

Published version of a preprint

Abstract

Determining the genome sequence of an organism is challenging, yet fundamental to understanding its biology. Over the past decade, thousands of human genomes have been sequenced, contributing deeply to biomedical research. In the vast majority of cases, these have been analyzed by aligning sequence reads to a single reference genome, biasing the resulting analyses, and in general, failing to capture sequences novel to a given genome. Some de novo assemblies have been constructed free of reference bias, but nearly all were constructed by merging homologous loci into single “consensus” sequences, generally absent from nature. These assemblies do not correctly represent the diploid biology of an individual. In exactly two cases, true diploid de novo assemblies have been made, at great expense. One was generated using Sanger sequencing, and one using thousands of clone pools. Here, we demonstrate a straightforward and low-cost method for creating true diploid de novo assemblies. We make a single library from ∼1 ng of high molecular weight DNA, using the 10x Genomics microfluidic platform to partition the genome. We applied this technique to seven human samples, generating low-cost HiSeq X data, then assembled these using a new “pushbutton” algorithm, Supernova. Each computation took 2 d on a single server. Each yielded contigs longer than 100 kb, phase blocks longer than 2.5 Mb, and scaffolds longer than 15 Mb. Our method provides a scalable capability for determining the actual diploid genome sequence in a sample, opening the door to new approaches in genomic biology and medicine.

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  • New genome assemblies have been arriving at a rapidly increasing pace, due to decreases in sequencing costs and improvements in third-generation sequencing technologies.

    “New genome assemblies have been arriving at a rapidly increasing pace, thanks to decreases in sequencing costs and improvements in third-generation sequencing technologies1–3.”

    From Progressive Cactus is a multiple-genome aligner for the thousand-genome era (2020) · cites this paper as [2]

    The Discussion (page unavailable) says the low cost of the authors’ assembly method makes it applicable to large-scale projects. It does not establish that new assemblies were arriving at a rapidly increasing pace, or attribute such a trend to falling sequencing costs and improvements in third-generation sequencing technologies. (LLM, conf=0.78)

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Research works printed but not linked: 45

  1. Adey A, Kitzman JO, Burton JN, Daza R, Kuman A, Christiansen L, Ronaghi M, Amini S, Gunderson KL, Steemers FJ, 2014 In vitro, long-range sequence information for de novo genome assembly via transposase contiguity. Genome Res 24: 2041– 2049. 25327137 PMC4248320
  2. Anantharaman T, Mishra B. 2001 False positives in genome map assembly and sequence validation. In Algorithms in bioinformatics (ed. Gascuel O, Moret BM), pp. 27– 40. Springer, Berlin, Germany.
  3. Bailey JA, Gu Z, Clark RA, Reinert K, Samonte RV, Schwartz S, Adams MD, Myers EW, Li PW, Eichler EE. 2002 Recent segmental duplications in the human genome. Science 297: 1003– 1007. 12169732
  4. Bovee D, Zhou Y, Haugen E, Wu Z, Hayden HS, Gillett W, Tuzun E, Cooper GM, Sampas N, Phelps K, 2008 Closing gaps in the human genome with fosmid resources generated from multiple individuals. Nat Genet 40: 96– 101. 18157130
  5. Butler J, MacCallum I, Kleber M, Shlyakhter IA, Belmonte MK, Lander ES, Nusbaum C, Jaffe DB. 2008 ALLPATHS: de novo assembly of whole-genome shotgun microreads. Genome Res 18: 810– 820. 18340039 PMC2336810
  6. Cao H, Wu H, Luo R, Huang S, Sun Y, Tong X, Xie Y, Liu B, Yang H, Zheng H, 2015 De novo assembly of a haplotype-resolved human genome. Nat Biotechnol 33: 617– 622. 26006006
  7. Chaisson MJ, Tesler G. 2012 Mapping single molecule sequencing reads using Basic Local Alignment with Successive Refinement (BLASR): theory and application. BMC Bioinformatics 13: 238. 22988817 PMC3572422
  8. Chaisson MJ, Wilson RK, Eichler EE. 2015a Genetic variation and the de novo assembly of human genomes. Nat Rev Genet 16: 627– 640. 26442640 PMC4745987
  9. Chaisson MJ, Huddleston J, Dennis MY, Sudman PH, Malig M, Hormozdiari F, Antonacci F, Surti U, Sandstrom R, Boitano M, 2015b Resolving the complexity of the human genome using single-molecule sequencing. Nature 517: 608– 611. 25383537 PMC4317254
  10. Chapman JA, Ho I, Sunkara S, Luo S, Schroth GP, Rokhsar DS. 2011 Meraculous: de novo genome assembly with short paired-end reads. PLoS One 6: e23501. 21876754 PMC3158087
  11. Chin CS, Alexander DH, Marks P, Klammer AA, Drake J, Heiner C, Clum A, Copeland A, Huddleston J, Eichler EE, 2013 Nonhybrid, finished microbial genome assemblies from long-read SMRT sequencing data. Nat Methods 10: 563– 569. 23644548
  12. Chin CS, Peluso P, Sedlazeck FJ, Nattestad M, Concepcion GT, Clum A, Dunn C, O'Malley R, Figueroa-Balderas R, Morales-Cruz A, 2016 Phased diploid genome assembly with single molecule real-time sequencing. Nat Methods 13: 1050– 1054. 27749838 PMC5503144
  13. Duitama J, McEwen GK, Huebsch T, Palczewski S, Schulz S, Verstrepen K, Suk EK, Hoehe MR. 2012 Fosmid-based whole genome haplotyping of a HapMap trio child: evaluation of Single Individual Haplotyping techniques. Nucleic Acids Res 40: 2041– 2053. 22102577 PMC3299995
  14. Eichler EE, Flint J, Gibson G, Kong A, Leal SM, Moore JH, Nadeau JH. 2010 Missing heritability and strategies for finding the underlying causes of complex disease. Nat Rev Genet 11: 446– 450. 20479774 PMC2942068
  15. Glusman G, Cox HC, Roach JC. 2014 Whole-genome haplotyping approaches and genomic medicine. Genome Med 25: 73. PMC4254418 25473435
  16. Gordon D, Huddleston J, Chaisson MJ, Hill CM, Kronenberg ZN, Munson KM, Malig M, Raja A, Fiddes I, Hillier LW, 2016 Long-read sequence assembly of the gorilla genome. Science 352: aae0344. 27034376 PMC4920363
  17. Gudbjartsson DF, Helgason H, Gudjonsson SA, Zink F, Oddson A, Gylfason A, Besenbacher S, Magnusson G, Halldorsson BV, Hjartarson E, 2015 Large-scale whole-genome sequencing of the Icelandic population. Nat Genet 47: 435– 444. 25807286
  18. Harris RS. 2007 “ Improved pairwise alignment of genomic DNA.” PhD thesis, Pennsylvania State University, State College, PA.
  19. Horton R, Gibson R, Coggill P, Miretti M, Allcock RJ, Almeida J, Forbes S, Gilbert JG, Halls K, Harrow JL, 2008 Variation analysis and gene annotation of eight MHC haplotypes: the MHC Haplotype Project. Immunogenetics 60: 1– 18. 18193213 PMC2206249
  20. International Human Genome Sequencing Consortium 2001 Initial sequencing and analysis of the human genome. Nature 409: 860– 921. 11237011
  21. Istrail S, Sutton GG, Florea L, Halpern AL, Mobarry CM, Lippert R, Walenz B, Shatkay H, Dew I, Miller JR, 2004 Whole-genome shotgun assembly and comparison of human genome assemblies. Proc Natl Acad Sci 101: 1916– 1921. 14769938 PMC357027
  22. Jones T, Federspiel NA, Chibana H, Dungan J, Kalman S, Magee BB, Newport G, Thorstenson YR, Agabian N, Magee PT, 2004 The diploid genome sequence of Candida albicans. Proc Natl Acad Sci 101: 7329– 7334. 15123810 PMC409918
  23. Koren S, Schatz MC, Walenz BP, Martin J, Howard JT, Ganapathy G, Wang Z, Rasko DA, McCombie WR, Jarvis ED, 2012 Hybrid error correction and de novo assembly of single-molecule sequencing reads. Nat Biotechnol 30: 693– 700. 22750884 PMC3707490
  24. Li H. 2013 Aligning sequence reads, clone sequences and assembly contigs with BWA-MEM. arXiv.1303.3997v2. · arXiv
  25. Li H, Ruan J, Durbin R. 2008 Mapping short DNA sequencing reads and calling variants using mapping quality scores. Genome Res 18: 1851– 1858. 18714091 PMC2577856
  26. Luo R, Liu B, Xie Y, Li Z, Huang W, Yuan J, He G, Chen Y, Pan Q, Liu Y, 2012 SOAPdenovo2: an empirically improved memory-efficient short-read de novo assembler. Gigascience 1: 27. PMC3626529 23587118
  27. Mak AC, Lai YY, Lam ET, Kwok TP, Leung AK, Poon A, Mostovoy Y, Hastie AR, Stedman W, Anantharaman T, 2016 Genome-wide structural variation detection by genome mapping on nanochannel arrays. Genetics 202: 351– 362. 26510793 PMC4701098
  28. McKenna A, Hanna M, Banks E, Sivachenko A, Cibulskis K, Kernytsky A, Garimella K, Altshuler D, Gabriel S, Daly M, 2010 The Genome Analysis Toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data. Genome Res 20: 1297– 1303. 20644199 PMC2928508
  29. Mendez FL, Watkins JC, Hammer MF. 2013 Neandertal origin of genetic variation at the cluster of OAS immunity genes. Mol Biol Evol 30: 798– 801. 23315957
  30. Mostovoy Y, Levy-Sakin M, Lam J, Lam ET, Hastie AR, Marks P, Lee J, Chu C, Lin C, Džakula Ž, 2016 A hybrid approach for de novo human genome sequence assembly and phasing. Nat Biotech 13: 587– 590. PMC4927370 27159086
  31. Muers M. 2011 Genomics: no half measures for haplotypes. Nat Rev Genet 12: 77. 21191422
  32. Nagasaki M, Yasuda J, Katsuoka F, Nariai N, Kojima K, Kawai Y, Yamaguchi-Kabata Y, Yokozawa J, Danjoh I, Saito S, 2015 Rare variant discovery by deep whole-genome sequencing of 1,070 Japanese individuals. Nat Commun 6: 8018. 26292667 PMC4560751
  33. Nguyen JV. 2010 “ Genomic mapping: A statistical and algorithmic analysis of the optical mapping system.” PhD thesis, University of Southern California, Los Angeles, CA.
  34. Pendleton M, Sebra R, Pang AW, Ummat A, Franzen O, Rausch T, Stütz AM, Stedman W, Anantharaman T, Hastie A, 2015 Assembly and diploid architecture of an individual human genome via single-molecule technologies. Nat Methods 12: 780– 786. 26121404 PMC4646949
  35. Pevzner PA, Tang H, Waterman MS. 2001 An Eulerian path approach to DNA fragment assembly. Proc Natl Acad Sci 98: 9748– 9753. 11504945 PMC55524
  36. Putnam NH, O'Connell BL, Stites JC, Rice BJ, Blanchette M, Calef R, Troll CJ, Fields A, Hartley PD, Sugnet CW, 2016 Chromosome-scale shotgun assembly using an in vitro method for long-range linkage. Genome Res 26: 342– 350. 26848124 PMC4772016
  37. Pyo CW, Guethlein LA, Vu Q, Wang R, Abi-Rached L, Norman PJ, Marsh SG, Miller JS, Parham P, Geraghty DE. 2010 Different patterns of evolution in the centromeric and telomeric regions of group A and B haplotypes of the human killer cell Ig-like receptor locus. PLoS One 5: e15115. 21206914 PMC3012066
  38. Simpson JT, Wong K, Jackman SD, Schein JE, Jones SJM, Birol I. 2009 ABySS: a parallel assembler for short read sequence data. Genome Res 19: 1117– 1123. 19251739 PMC2694472
  39. Snyder MW, Adey A, Kitzman JO, Shendure J. 2015 Haplotype-resolved genome sequencing: experimental methods and applications. Nat Rev Genet 16: 344– 358. 25948246
  40. Steinberg KM, Lindsay TG, Schneider VA, Chaisson M, Tomlinson C, Huddleston J, Minx P, Kremitzki M, Albrecht D, Magrini V, 2016 High quality assembly of an individual of Yoruban descent. bioRxiv. 10.1101/067447. · DOI
  41. Tewhey R, Bansal V, Torkamani A, Topol EJ, Schork NJ. 2011 The importance of phase information for human genomics. Nat Rev Genet 12: 215– 223. 21301473 PMC3753045
  42. Voskoboynik A, Neff NF, Sahoo D, Newman AM, Pushkarev D, Koh W, Passarelli B, Fan HC, Mantalas GL, Palmeri KJ, 2013 The genome sequence of the colonial chordate, Botryllus schlosseri. eLife 2: e00569. 23840927 PMC3699833
  43. Weisenfeld NI, Yin S, Sharpe T, Lau B, Hegarty R, Holmes L, Sogoloff B, Tabbaa D, Williams L, Russ C, 2014 Comprehensive variation discovery in single human genomes. Nat Genet 46: 1350– 1355. 25326702 PMC4244235
  44. Zhang M, Zhang Y, Scheuring CF, Wu CC, Dong JJ, Zhang HB. 2012 Preparation of megabase-sized DNA from a variety of organisms using the nuclei method for advanced genomics research. Nat Protoc 7: 467– 478. 22343429
  45. Zheng GX, Lau BT, Schnall-Levin M, Jarosz M, Bell JM, Hindson CM, Kyriazopoulou-Panagiotopoulou S, Masquelier DA, Merrill L, Terry JM, 2016 Haplotyping germline and cancer genomes with high-throughput linked-read sequencing. Nat Biotech 34: 303– 311. PMC4786454 26829319

Cited by

Sorted by citations

Authors
Weisenfeld, N. I., Kumar, V., Shah, P., Church, D. M., & Jaffe, D. B.
Affiliations
10X Genomics (United States) (US)
Venue
Genome Research
Published
2017-04-05
Volume
27
Issue
5
Pages
757-767
ISSN
  • 1088-9051 (ISSN-L)
  • 1549-5469
OpenAlex
W2950682063
Cited by
803
References
2
Citations by year
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Type
posted content
Language
en
Open access
Locations
  • Genome Research (publishedVersion)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • HighWire Press Open Archive (submittedVersion)
Funders
NIH
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Phylogenetic Studies
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genomic variations and chromosomal abnormalities
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Single-cell and spatial transcriptomics
Keywords
diploid genome assembly, de novo genome assembly, 10x Genomics, human genome, reference bias, high molecular weight DNA
MeSH terms
Diploidy, Humans, Software, Genomic Library, Genome, Human, Sequence Analysis, DNA, Contig Mapping, Microfluidics

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