Evaluation of next generation sequencing platforms for population targeted sequencing studies
Open accessAbstract
Background: Next generation sequencing (NGS) platforms are currently being utilized for targeted sequencing of candidate genes or genomic intervals to perform sequence-based association studies. To evaluate these platforms for this application, we analyzed human sequence generated by the Roche 454, Illumina GA, and the ABI SOLiD technologies for the same 260 kb in four individuals. Results: Local sequence characteristics contribute to systematic variability in sequence coverage (>100-fold difference in per-base coverage), resulting in patterns for each NGS technology that are highly correlated between samples. A comparison of the base calls to 88 kb of overlapping ABI 3730xL Sanger sequence generated for the same samples showed that the NGS platforms all have high sensitivity, identifying >95% of variant sites. At high coverage, depth base calling errors are systematic, resulting from local sequence contexts; as the coverage is lowered additional 'random sampling' errors in base calling occur. Conclusions: Our study provides important insights into systematic biases and data variability that need to be considered when utilizing NGS platforms for population targeted sequencing studies.
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The sequencing accuracy of 84.21% was acceptable compared with previously reported results.
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Cites
DNA sequencing with chain-terminating inhibitors
Sanger, F., Nicklen, S., & Coulson, A. R. (1977) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.74.12.5463 · Cited by 68,572 · see citing works
Mapping and quantifying mammalian transcriptomes by RNA-Seq
Mortazavi, A., Williams, B. A., McCue, K., Schaeffer, L., & Wold, B. (2008) · Nature Methods · doi:10.1038/nmeth.1226 · Cited by 13,696 · see citing works
Genome sequencing in microfabricated high-density picolitre reactors
Margulies, M., Egholm, M., Altman, W. E., Attiya, S., Bader, J. S., Bemben, L. A., Berka, J., Braverman, M. S., Chen, Y.-J., Chen, Z., et al. (2005) · Nature · doi:10.1038/nature03959 · Cited by 7,693 · see citing works
Alternative isoform regulation in human tissue transcriptomes
Wang, E. T., Sandberg, R., Luo, S., Khrebtukova, I., Zhang, L., Mayr, C., Kingsmore, S. F., Schroth, G. P., & Burge, C. B. (2008) · Nature · doi:10.1038/nature07509 · Cited by 5,181 · see citing works
Accurate whole human genome sequencing using reversible terminator chemistry
Bentley, D. R., Balasubramanian, S., Swerdlow, H. P., Smith, G. P., Milton, J., Brown, C. G., Hall, K. P., Evers, D. J., Barnes, C. L., Bignell, H. R., et al. (2008) · Nature · doi:10.1038/nature07517 · Cited by 3,684 · see citing works
Genome-Wide Mapping of in Vivo Protein-DNA Interactions
Johnson, D. S., Mortazavi, A., Myers, R. M., & Wold, B. (2007) · Science · doi:10.1126/science.1141319 · Cited by 2,927 · see citing works
Mapping short DNA sequencing reads and calling variants using mapping quality scores
Li, H., Ruan, J., & Durbin, R. (2008) · Genome Research · doi:10.1101/gr.078212.108 · Cited by 2,638 · see citing works
The complete genome of an individual by massively parallel DNA sequencing
Wheeler, D. A., Srinivasan, M., Egholm, M., Shen, Y., Chen, L., McGuire, A., He, W., Chen, Y.-J., Makhijani, V., Roth, G. T., et al. (2008) · Nature · doi:10.1038/nature06884 · Cited by 1,838 · see citing works
Next-generation sequencing transforms today's biology
Schuster, S. C. (2007) · Nature Methods · doi:10.1038/nmeth1156 · Cited by 1,813 · see citing works
The 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 · see citing works
Self-citationSubstantial biases in ultra-short read data sets from high-throughput DNA sequencing
Dohm, J. C., Lottaz, C., Borodina, T., & Himmelbauer, H. (2008) · Nucleic Acids Research · doi:10.1093/nar/gkn425 · Cited by 1,088 · see citing works
Repbase update: a database and an electronic journal of repetitive elements.
Jurka, J. (2000) · Trends in Genetics · doi:10.1016/s0168-9525(00)02093-x · Cited by 1,069 · see citing works
The diploid genome sequence of an Asian individual
Wang, J., Wang, W., Li, R., Li, Y., Tian, G., Goodman, L., Fan, W., Zhang, J., Li, J., Zhang, J., et al. (2008) · Nature · doi:10.1038/nature07484 · Cited by 924 · see citing works
Direct selection of human genomic loci by microarray hybridization
Albert, T. J., Molla, M. N., Muzny, D. M., Nazareth, L., Wheeler, D., Song, X., Richmond, T. A., Middle, C. M., Rodesch, M. J., Packard, C. J., et al. (2007) · Nature Methods · doi:10.1038/nmeth1111 · Cited by 681 · see citing works
Genome-wide in situ exon capture for selective resequencing
Hodges, E. C., Xuan, Z., Balija, V. S., Kramer, M., Molla, M. N., Smith, S. W., Middle, C. M., Rodesch, M. J., Albert, T. J., Hannon, G. J., et al. (2007) · Nature Genetics · doi:10.1038/ng.2007.42 · Cited by 677 · see citing works
Multiplex sequencing of plant chloroplast genomes using Solexa sequencing-by-synthesis technology
Cronn, R., Liston, A., Parks, M., Gernandt, D. S., Shen, R., & Mockler, T. C. (2008) · Nucleic Acids Research · doi:10.1093/nar/gkn502 · Cited by 533 · see citing works
Multiplex amplification of large sets of human exons
Porreca, G. J., Zhang, K., Li, J. B., Xie, B., Austin, D., Vassallo, S., LeProust, E. M., Peck, B. J., Emig, C. J., Dahl, F., et al. (2007) · Nature Methods · doi:10.1038/nmeth1110 · Cited by 410 · see citing works
Whole-genome sequencing and variant discovery in C. elegans
Hillier, L. W., Marth, G., Quinlan, A. R., Dooling, D. J., Fewell, G. A., Barnett, D. W., Fox, P. M., Glasscock, J. I., Hickenbotham, M. T., Huang, W., et al. (2008) · Nature Methods · doi:10.1038/nmeth.1179 · Cited by 405 · see citing works
Microarray-based genomic selection for high-throughput resequencing
Okou, D. T., Steinberg, K. M., Middle, C. M., Cutler, D. J., Albert, T. J., & Zwick, M. E. (2007) · Nature Methods · doi:10.1038/nmeth1109 · Cited by 385 · see citing works
Identification of genetic variants using bar-coded multiplexed sequencing
Craig, D. W., Pearson, J. V., Szelinger, S., Sekar, A., Redman, M., Corneveaux, J. J., Pawlowski, T. L., Laub, T., Nunn, G. B., Stephan, D. A., et al. (2008) · Nature Methods · doi:10.1038/nmeth.1251 · Cited by 301 · see citing works
Rapid whole-genome mutational profiling using next-generation sequencing technologiesPreprint
Smith, D. R., Quinlan, A. R., Peckham, H. E., Makowsky, K., Tao, W., Woolf, B., Shen, L., Donahue, W. F., Tusneem, N. A., Strömberg, M. P., et al. (2008) · Genome Research · doi:10.1101/gr.077776.108 · Cited by 260 · see citing works
Next-Generation Sequencing: The Race Is On
von Bubnoff, A. (2008) · Cell · doi:10.1016/j.cell.2008.02.028 · Cited by 168 · see citing works
Ball, E. V., Stenson, P. D., Abeysinghe, S. S., Krawczak, M., Cooper, D. N., & Chuzhanova, N. A. (2005) · Human Mutation · doi:10.1002/humu.20212 · Cited by 161 · see citing works
Bhangale, T., Rieder, M., Livingston, R. J., & Nickerson, D. (2005) · Human Molecular Genetics · doi:10.1093/hmg/ddi006 · Cited by 151 · see citing works
Automating sequence-based detection and genotyping of SNPs from diploid samples
Stephens, M., Sloan, J. S., Robertson, P. D., Scheet, P. A., & Nickerson, D. A. (2006) · Nature Genetics · doi:10.1038/ng1746 · Cited by 145 · see citing works
Automating resequencing-based detection of insertion-deletion polymorphisms
Bhangale, T., Stephens, M., & Nickerson, D. A. (2006) · Nature Genetics · doi:10.1038/ng1925 · Cited by 83 · see citing works
Estimating coverage and power for genetic association studies using near-complete variation data
Bhangale, T., Rieder, M. J., & Nickerson, D. A. (2008) · Nature Genetics · doi:10.1038/ng.180 · Cited by 81 · see citing works
Mapping the chromosomal targets of STAT1 by Sequence Tag Analysis of Genomic Enrichment (STAGE)Preprint
Bhinge, A., Kim, J., Euskirchen, G. M., Snyder, M. P., & Iyer, V. R. (2007) · Genome Research · doi:10.1101/gr.5574907 · Cited by 67 · see citing works
Genome sequencing in the fast lane
Bonetta, L. P. (2006) · Nature Methods · doi:10.1038/nmeth0206-141 · Cited by 38 · see citing works
Primer-site SNPs mask mutations
Quinlan, A. R., & Marth, G. (2007) · Nature Methods · doi:10.1038/nmeth0307-192 · Cited by 35 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Sequencing technologies – the next generation
Metzker, M. L. (2010) · Nature Reviews Genetics · doi:10.1038/nrg2626 · Cited by 7,066 · see citing works
Coming of age: ten years of next-generation sequencing technologies
Goodwin, S., McPherson, J. D., & McCombie, W. R. (2016) · Nature Reviews Genetics · doi:10.1038/nrg.2016.49 · Cited by 4,352 · see citing works
Genotype and SNP calling from next-generation sequencing data
Nielsen, R., Paul, J. S., Albrechtsen, A., & Song, Y. S. (2011) · Nature Reviews Genetics · doi:10.1038/nrg2986 · Cited by 1,396 · see citing works
Characterizing and measuring bias in sequence data
Ross, M. G., Russ, C., Costello, M., Hollinger, A., Lennon, N. J., Hegarty, R., Nusbaum, C., & Jaffe, D. B. (2013) · Genome Biology · doi:10.1186/gb-2013-14-5-r51 · Cited by 909 · see citing works
The impact of next-generation sequencing on genomics
Zhang, J., Chiodini, R., Badr, A., & Zhang, G. (2011) · Journal of Genetics and Genomics · doi:10.1016/j.jgg.2011.02.003 · Cited by 577 · see citing works
“More detailed technical description of these platforms are available elsewhere (Mardis, 2008a,b, 2009; Schuster, 2008; Shendure and Ji, 2008; Ansorge, 2009; Harismendy et al., 2009; Tucker et al., 2009; Voelkerding et al., 2009; Metzker, 2010; Ng and Kirkness, 2010).”
BackgroundMicrodroplet-based PCR enrichment for large-scale targeted sequencing
Tewhey, R., Warner, J. B., Nakano, M., Libby, B., Medkova, M., David, P. H., Kotsopoulos, S. K., Samuels, M. L., Hutchison, J. B., Larson, J. W., et al. (2009) · Nature Biotechnology · doi:10.1038/nbt.1583 · Cited by 454 · see citing works
“One major drawback of PCR sample preparation is that allelic imbalanced amplification (greater efficiency of amplification for one of the alleles) due to variants in primer sites is sometimes observe”
BackgroundSelf-citationNielsen, R., Korneliussen, T., Albrechtsen, A., Li, Y., & Wang, J. (2012) · PLoS ONE · doi:10.1371/journal.pone.0037558 · Cited by 424 · see citing works
“, [10,11,12,13]), but if the coverage is low, they will be sharing the basic features outlined here: a trade-off between including too many SNPs and under-calling true heterozygotes.”
BackgroundDalloul, R. A., Long, J. A., Zimin, A. V., Aslam, L., Beal, K., Ann Blomberg, L., Bouffard, P., Burt, D. W., Crasta, O., Crooijmans, R. P. M. A., et al. (2010) · PLoS Biology · doi:10.1371/journal.pbio.1000475 · Cited by 416 · see citing works
Towards a comprehensive structural variation map of an individual human genome
Pang, A. W., MacDonald, J. R., Pinto, D., Wei, J., Rafiq, M. A., Conrad, D. F., Park, H., Hurles, M. E., Lee, C., Venter, J. C., et al. (2010) · Genome Biology · doi:10.1186/gb-2010-11-5-r52 · Cited by 335 · see citing works
Self-citationKennedy, S. R., Salk, J. J., Schmitt, M. W., & Loeb, L. A. (2013) · PLoS Genetics · doi:10.1371/journal.pgen.1003794 · Cited by 363 · see citing works
Next-Generation Sequencing for Infectious Disease Diagnosis and Management
Lefterova, M. I., Suarez, C. J., Banaei, N., & Pinsky, B. A. (2015) · The Journal of Molecular Diagnostics · doi:10.1016/j.jmoldx.2015.07.004 · Cited by 207 · see citing works
Systematic bias in high-throughput sequencing data and its correction by BEADS
Cheung, M.-S., Down, T. A., Latorre, I., & Ahringer, J. (2011) · Nucleic Acids Research · doi:10.1093/nar/gkr425 · Cited by 160 · see citing works
Evolutionary insight from whole‐genome sequencing of experimentally evolved microbes
DETTMAN, J. R., RODRIGUE, N., MELNYK, A. H., WONG, A., BAILEY, S. F., & KASSEN, R. (2012) · Molecular Ecology · doi:10.1111/j.1365-294x.2012.05484.x · Cited by 160 · see citing works
Kidd, J. M., Gravel, S., Byrnes, J., Moreno-Estrada, A., Musharoff, S., Bryc, K., Degenhardt, J. D., Brisbin, A., Sheth, V., Chen, R., et al. (2012) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2012.08.025 · Cited by 95 · see citing works
Schafleitner, R., Tincopa, L. R., Palomino, O., Rossel, G., Robles, R. F., Alagon, R., Rivera, C., Quispe, C., Rojas, L., Pacheco, J. A., et al. (2010) · BMC Genomics · doi:10.1186/1471-2164-11-604 · Cited by 95 · see citing works
Xu, C., Ma, B., Gao, Z., Dong, X., Zhao, C., & Liu, H. (2021) · Science Advances · doi:10.1126/sciadv.abk0100 · Cited by 79 · see citing works
Heinrich, V., Stange, J., Dickhaus, T., Imkeller, P., Krüger, U., Bauer, S., Mundlos, S., Robinson, P. N., Hecht, J., & Krawitz, P. M. (2012) · Nucleic Acids Research · doi:10.1093/nar/gkr1073 · Cited by 43 · see citing works
Albert, F. W., Hodges, E., Jensen, J. D., Besnier, F., Xuan, Z., Rooks, M., Bhattacharjee, A., Brizuela, L., Good, J. M., Green, R. E., et al. (2011) · Heredity · doi:10.1038/hdy.2011.4 · Cited by 28 · see citing works
- Authors
- Harismendy, O., Ng, P. C., Strausberg, R. L., Wang, X., Stockwell, T. B., Beeson, K. Y., Schork, N. J., Murray, S. S., Topol, E. J., Levy, S., & Frazer, K. A.
- Affiliations
- Scripps Research Institute (US)
- J. Craig Venter Institute (US)
- Corresponding author
- Levy, Samuel
- Frazer, Kelly A
- ORCID
- Venue
- Genome Biology
- Published
- 2009-03-27
- Volume
- 10
- Issue
- 3
- Pages
- R32-R32
- ISSN
- 1465-6906 (ISSN-L)
- 1474-760X
- PMC
- PMC2691003
- OpenAlex
- W2142403957
- Cited by
- 614
- References
- 30
- Citations by year
- 2026: 1 · 2025: 8 · 2024: 6 · 2023: 12 · 2022: 8 · 2021: 15 · 2020: 16 · 2019: 14 · 2018: 30 · 2017: 24 · 2016: 50 · 2015: 52 · 2014: 50 · 2013: 60 · 2012: 69
- FWCI
- 35.66
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Genome biology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- Georgia Clinical and Translational Science Alliance
- National Institutes of Health
- National Center for Research Resources (1U54RR025204-01, UL1RR025774)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Phylogenetic Studies
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genomics and Rare Diseases
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Keywords
- next-generation sequencing platforms, targeted sequencing, base-calling errors, Sanger sequencing comparison, variant detection sensitivity, systematic bias
- MeSH terms
- Base Sequence, Computer Simulation, False Positive Reactions, Genetics, Population, Genotype, Humans, Sequence Alignment, Sequence Analysis, DNA, Oligonucleotide Array Sequence Analysis, Polymorphism, Single Nucleotide
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