The DOI matches its Crossref record; 8 of the 8 references it cites were found in a registry or an index.
De novo assembly of haplotype-resolved genomes with trio binning
Open accessAbstract
Complex allelic variation hampers the assembly of haplotype-resolved sequences from diploid genomes. We developed trio binning, an approach that simplifies haplotype assembly by resolving allelic variation before assembly. In contrast with prior approaches, the effectiveness of our method improved with increasing heterozygosity. Trio binning uses short reads from two parental genomes to first partition long reads from an offspring into haplotype-specific sets. Each haplotype is then assembled independently, resulting in a complete diploid reconstruction. We used trio binning to recover both haplotypes of a diploid human genome and identified complex structural variants missed by alternative approaches. We sequenced an F1 cross between the cattle subspecies Bos taurus taurus and Bos taurus indicus and completely assembled both parental haplotypes with NG50 haplotig sizes of >20 Mb and 99.998% accuracy, surpassing the quality of current cattle reference genomes. We suggest that trio binning improves diploid genome assembly and will facilitate new studies of haplotype variation and inheritance.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
The sequence of the human genome
Venter, J. C., Adams, M. D., Myers, E. W., Li, P. W., Mural, R. J., Sutton, G. G., Smith, H. O., Yandell, M., Evans, C. A., Holt, R. A., et al. (2001) · Science · doi:10.1126/science.1058040 · Cited by 13,909
Self-citationAn integrated map of genetic variation from 1,092 human genomes
The 1000 Genomes Project Consortium (2012) · Nature · doi:10.1038/nature11632 · Cited by 7,711
Initial sequencing and comparative analysis of the mouse genome
Mouse Genome Sequencing Consortium (2002) · Nature · doi:10.1038/nature01262 · Cited by 7,187
The International HapMap Project
†The International HapMap Consortium, Genotyping centres: Baylor College of Medicine and ParAllele BioScience, Gibbs, R. A., Belmont, J. W., Hardenbol, P., Willis, T. D., Yu, F., Chinese HapMap Consortium, Yang, H., Ch'ang, L.-Y., et al. (2003) · Nature · doi:10.1038/nature02168 · Cited by 6,057
Assembly of long, error-prone reads using repeat graphs
Kolmogorov, M., Yuan, J., Lin, Y., & Pevzner, P. A. (2019) · Nature Biotechnology · doi:10.1038/s41587-019-0072-8 · Cited by 5,986
Versatile and open software for comparing large genomes
Kurtz, S., Phillippy, A., Delcher, A. L., Smoot, M., Shumway, M., Antonescu, C., & Salzberg, S. L. (2004) · Genome Biology · doi:10.1186/gb-2004-5-2-r12 · Cited by 5,254
Self-citationThe Diploid Genome Sequence of an Individual Human
Levy, S., Sutton, G., Ng, P. C., Feuk, L., Halpern, A. L., Walenz, B. P., Axelrod, N., Huang, J., Kirkness, E. F., Denisov, G., et al. (2007) · PLoS Biology · doi:10.1371/journal.pbio.0050254 · Cited by 1,778
Self-citationSchneider, V. A., Graves-Lindsay, T., Howe, K., Bouk, N., Chen, H.-C., Kitts, P. A., Murphy, T. D., Pruitt, K. D., Thibaud-Nissen, F., Albracht, D., et al. (2017) · Genome Research · doi:10.1101/gr.213611.116 · Cited by 1,193
Self-citation
Cited by
Haplotype-resolved de novo assembly using phased assembly graphs with hifiasm
Cheng, H., Concepcion, G. T., Feng, X., Zhang, H., & Li, H. (2021) · Nature Methods · doi:10.1038/s41592-020-01056-5 · Cited by 5,859
Merqury: reference-free quality, completeness, and phasing assessment for genome assemblies
Rhie, A., Walenz, B. P., Koren, S., & Phillippy, A. M. (2020) · Genome Biology · doi:10.1186/s13059-020-02134-9 · Cited by 3,643
Self-citationThe complete sequence of a human genome
Nurk, S., Koren, S., Rhie, A., Rautiainen, M., Bzikadze, A. V., Mikheenko, A., Vollger, M. R., Altemose, N., Uralsky, L., Gershman, A., et al. (2022) · Science · doi:10.1126/science.abj6987 · Cited by 3,136
Self-citationTowards complete and error-free genome assemblies of all vertebrate species
Rhie, A., McCarthy, S. A., Fedrigo, O., Damas, J., Formenti, G., Koren, S., Uliano-Silva, M., Chow, W., Fungtammasan, A., Kim, J., et al. (2021) · Nature · doi:10.1038/s41586-021-03451-0 · Cited by 3,097
Self-citationTowards complete and error-free genome assemblies of all vertebrate species
Rhie, A., McCarthy, S. A., Fedrigo, O., Damas, J., Formenti, G., Koren, S., Uliano-Silva, M., Chow, W., Fungtammasan, A., Gedman, G. L., et al. (2020) · doi:10.1101/2020.05.22.110833 · Cited by 3,097
Self-citationWenger, A. M., Peluso, P., Rowell, W. J., Chang, P.-C., Hall, R. J., Concepcion, G. T., Ebler, J., Fungtammasan, A., Kolesnikov, A., Olson, N. D., et al. (2019) · Nature Biotechnology · doi:10.1038/s41587-019-0217-9 · Cited by 1,841
Self-citationStructural variant calling: the long and the short of it
Mahmoud, M., Gobet, N., Cruz-Dávalos, D. I., Mounier, N., Dessimoz, C., & Sedlazeck, F. J. (2019) · Genome Biology · doi:10.1186/s13059-019-1828-7 · Cited by 725
Nanopore sequencing and the Shasta toolkit enable efficient de novo assembly of eleven human genomes
Shafin, K., Pesout, T., Lorig-Roach, R., Haukness, M., Olsen, H. E., Bosworth, C., Armstrong, J., Tigyi, K., Maurer, N., Koren, S., et al. (2020) · Nature Biotechnology · doi:10.1038/s41587-020-0503-6 · Cited by 567
Self-citationThe complete sequence of a human Y chromosome
Rhie, A., Nurk, S., Cechova, M., Hoyt, S. J., Taylor, D. J., Altemose, N., Hook, P. W., Koren, S., Rautiainen, M., Alexandrov, I. A., et al. (2023) · Nature · doi:10.1038/s41586-023-06457-y · Cited by 471
Self-citationA robust benchmark for detection of germline large deletions and insertions
Zook, J. M., Hansen, N. F., Olson, N. D., Chapman, L., Mullikin, J. C., Xiao, C., Sherry, S., Koren, S., Phillippy, A. M., Boutros, P. C., et al. (2020) · Nature Biotechnology · doi:10.1038/s41587-020-0538-8 · Cited by 418
Self-citationEbler, J., Ebert, P., Clarke, W. E., Rausch, T., Audano, P. A., Houwaart, T., Mao, Y., Korbel, J. O., Eichler, E. E., Zody, M. C., et al. (2022) · Nature Genetics · doi:10.1038/s41588-022-01043-w · Cited by 277
Self-citationProfiling the genome-wide landscape of tandem repeat expansions
(2019) · doi:10.1093/nar/gkz501 · Cited by 270
Semi-automated assembly of high-quality diploid human reference genomes
Jarvis, E. D., Formenti, G., Rhie, A., Guarracino, A., Yang, C., Wood, J., Tracey, A., Thibaud-Nissen, F., Vollger, M. R., Porubsky, D., et al. (2022) · Nature · doi:10.1038/s41586-022-05325-5 · Cited by 209
Self-citationHuman Genome Structural Variation Consortium, Porubsky, D., Ebert, P., Audano, P. A., Vollger, M. R., Harvey, W. T., Marijon, P., Ebler, J., Munson, K. M., Sorensen, M., et al. (2021) · Nature Biotechnology · doi:10.1038/s41587-020-0719-5 · Cited by 203
Genomic clues of the evolutionary history of Bos indicus cattle
Utsunomiya, Y. T., Milanesi, M., Fortes, M. R. S., Porto‐Neto, L. R., Utsunomiya, A. T. H., Silva, M. V. G. B., Garcia, J. F., & Ajmone‐Marsan, P. (2019) · Animal Genetics · doi:10.1111/age.12836 · Cited by 128
Computational methods for chromosome-scale haplotype reconstruction
Garg, S. (2021) · Genome Biology · doi:10.1186/s13059-021-02328-9 · Cited by 116
Novel Functional Sequences Uncovered through a Bovine Multiassembly Graph
Crysnanto, D., Leonard, A. S., Fang, Z.-H., & Pausch, H. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2101056118 · Cited by 96
Zhou, Y., Yang, L., Han, X., Han, J., Hu, Y., Li, F., Xia, H., Peng, L., Boschiero, C., Rosen, B. D., et al. (2022) · Genome Research · doi:10.1101/gr.276550.122 · Cited by 89
Self-citationA diploid assembly-based benchmark for variants in the major histocompatibility complex
Chin, C.-S., Wagner, J., Zeng, Q., Garrison, E., Garg, S., Fungtammasan, A., Rautiainen, M., Aganezov, S., Kirsche, M., Zarate, S., et al. (2020) · Nature Communications · doi:10.1038/s41467-020-18564-9 · Cited by 82
Self-citationEvolution and Domestication of the Bovini Species
Zhang, K., Lenstra, J. A., Zhang, S., Liu, W., & Liu, J. (2020) · Animal Genetics · doi:10.1111/age.12974 · Cited by 82
Smith, T. P. L., Bickhart, D. M., Boichard, D., Chamberlain, A. J., Djikeng, A., Jiang, Y., Low, W. Y., Pausch, H., Demyda-Peyrás, S., Prendergast, J., et al. (2023) · Genome biology · doi:10.1186/s13059-023-02975-0 · Cited by 57
A Reference Genome Assembly of Simmental Cattle, Bos taurus taurus
Heaton, M. P., Smith, T. P. L., Bickhart, D. M., Vander Ley, B. L., Kuehn, L. A., Oppenheimer, J., Shafer, W. R., Schuetze, F. T., Stroud, B., McClure, J. C., et al. (2021) · Journal of Heredity · doi:10.1093/jhered/esab002 · Cited by 52
Self-citationThe vast majority of somatic mutations in plants are layer-specific
Goel, M., Campoy, J. A., Krause, K., Baus, L. C., Sahu, A., Sun, H., Walkemeier, B., Marek, M., Beaudry, R., Ruiz, D., et al. (2024) · Genome Biology · doi:10.1186/s13059-024-03337-0 · Cited by 31
Reply to ‘Errors in long-read assemblies can critically affect protein prediction’
Koren, S., Phillippy, A. M., Simpson, J. T., Loman, N. J., & Loose, M. (2019) · Nature Biotechnology · doi:10.1038/s41587-018-0005-y · Cited by 30
Self-citationMilia, S., Leonard, A. S., Mapel, X. M., Bernal Ulloa, S. M., Drögemüller, C., & Pausch, H. (2025) · Genome Research · doi:10.1101/gr.279064.124 · Cited by 22
“2) (Koren et al. 2018) before aligning to the reference genome with mini-map2 (v2.”
Advancing the Indian Cattle Pangenome: Characterizing Non-Reference Sequences in Bos indicus
Azam, S., Sahu, A., Pandey, N. K., Neupane, M., Van Tassell, C. P., Rosen, B. D., Gandham, R. K., Rath, S. N., & Majumdar, S. S. (2025) · Journal of Animal Science and Biotechnology · doi:10.1186/s40104-024-01133-1 · Cited by 5
Metadata
- Authors
- Koren, S., Rhie, A., Walenz, B. P., Dilthey, A. T., Bickhart, D. M., Kingan, S. B., Hiendleder, S., Williams, J. L., Smith, T. P. L., & Phillippy, A. M.
- Venue
- Nature Biotechnology
- Published
- 2018-10-22
- Volume
- 36
- Issue
- 12
- Pages
- 1174-1182
- ISSN
- 0733-222X (ISSN-L)
- 1087-0156
- 1546-1696
- OpenAlex
- W2897774129
- Cited by
- 522
- References
- 8
- FWCI
- 14.52
- Type
- journal article
- Language
- en
- Open access
- green
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.