Early methods
For thirty years, a large proportion of DNA sequencing has been carried out with the chain-termination method developed by Frederick Sanger and coworkers in 1975.class="reference" id="cite_ref-1">[2 Prior to the development of rapid DNA sequencing methods in the early 1970s by Sanger in England and Walter Gilbert and Allan Maxam at Harvard,class="reference" id="cite_ref-3">[4 a number of laborious methods were used. For instance, in 19735 Gilbert and Maxam reported the sequence of 24 basepairs using a method known as wandering-spot analysis.
RNA sequencing, which for technical reasons is easier to perform than DNA sequencing, was one of the earliest forms of nucleotide sequencing. The major landmark of RNA sequencing, dating from the pre-recombinant DNA era, is the sequence of the first complete gene and then the complete genome of Bacteriophage MS2, identified and published by Walter Fiers and his coworkers at the University of Ghent (Ghent, Belgium), published between 1972and 1976.[7
Maxam-Gilbert sequencing
In 1976-1977, Allan Maxam and Walter Gilbert developed a DNA sequencing method based on chemical modification of DNA and subsequent cleavage at specific bases Although Maxam and Gilbert published their chemical sequencing method two years after the ground-breaking paper of Sanger and Coulson on plus-minus sequencing,[89 Maxam-Gilbert sequencing rapidly became more popular, since purified DNA could be used directly, while the initial Sanger method required that each read start be cloned for production of single-stranded DNA. However, with the development and improvement of the chain-termination method (see below), Maxam-Gilbert sequencing has fallen out of favour due to its technical complexity, extensive use of hazardous chemicals, and difficulties with scale-up. In addition, unlike the chain-termination method, chemicals used in the Maxam-Gilbert method cannot easily be customized for use in a standard molecular biology kit.
In brief, the method requires radioactive labelling at one end and purification of the DNA fragment to be sequenced. Chemical treatment generates breaks at a small proportion of one or two of the four nucleotide bases in each of four reactions (G, A+G, C, C+T). Thus a series of labelled fragments is generated, from the radiolabelled end to the first 'cut' site in each molecule. The fragments are then size-separated by gel electrophoresis, with the four reactions arranged side by side. To visualize the fragments generated in each reaction, the gel is exposed to X-ray film for autoradiography, yielding an image of a series of dark 'bands' corresponding to the radiolabelled DNA fragments, from which the sequence may be inferred.
Also sometimes known as 'chemical sequencing', this method originated in the study of DNA-protein interactions (footprinting), nucleic acid structure and epigenetic modifications to DNA, and within these it still has important applications.
Chain-termination methods
The classical chain-termination or Sanger method requires a single-stranded DNA template, a DNA primer, a DNA polymerase, radioactively or fluorescently labeled nucleotides, and modified nucleotides that terminate DNA strand elongation. The DNA sample is divided into four separate sequencing reactions, containing the four standard deoxynucleotides (dATP, dGTP, dCTP and dTTP) and the DNA polymerase. To each reaction is added only one of the four dideoxynucleotides (ddATP, ddGTP, ddCTP, or ddTTP). These dideoxynucleotides are the chain-terminating nucleotides, lacking a 3'-OH group required for the formation of a phosphodiester bond between two nucleotides during DNA strand elongation. Incorporation of a dideoxynucleotide into the nascent (elongating) DNA strand therefore terminates DNA strand extension, resulting in various DNA fragments of varying length. The dideoxynucleotides are added at lower concentration than the standard deoxynucleotides to allow strand elongation sufficient for sequence analysis.
The newly synthesized and labeled DNA fragments are heat denatured, and separated by size (with a resolution of just one nucleotide) by gel electrophoresis on a denaturing polyacrylamide-urea gel. Each of the four DNA synthesis reactions is run in one of four individual lanes (lanes A, T, G, C); the DNA bands are then visualized by autoradiography or UV light, and the DNA sequence can be directly read off the X-ray film or gel image. In the image on the right, X-ray film was exposed to the gel, and the dark bands correspond to DNA fragments of different lengths. A dark band in a lane indicates a DNA fragment that is the result of chain termination after incorporation of a dideoxynucleotide (ddATP, ddGTP, ddCTP, or ddTTP). The terminal nucleotide base can be identified according to which dideoxynucleotide was added in the reaction giving that band. The relative positions of the different bands among the four lanes are then used to read (from bottom to top) the DNA sequence as indicated.
Dye-terminator sequencing
Challenges
Modern sequencing typically produces a sequence that has poor quality in the first 15-40 bases, a high quality region of 700-900 bases, and then quickly deteriorating quality. Base calling software typically outputs an estimate of quality along with the sequence to aid in quality trimming.
Before the DNA can be sequenced, linker sequences are attached to its ends, and it is inserted into a cloning vector. The resulting sequence can therefore often contain parts of the vector or the linker sequences, which must be filtered out prior to analysis. In contrast, emerging sequencing technologies based on pyrosequencing often avoid using cloning vectors.
During PCR amplification, unrelated sequences can hybridize, and the resulting clone can be a chimaeric sequence, containing fragments from both sequences. Another problem is polymerase stuttering, where the polymerase repeatedly outputs the same fragments, giving an artificially long low-complexity part of the sequence.
Automation and sample preparation
Large-scale sequencing strategies
Current methods can directly sequence only relatively short (300-1000 nucleotides long) DNA fragments in a single reaction. The main obstacle to sequencing DNA fragments above this size limit is insufficient power of separation for resolving large DNA fragments that differ in length by only one nucleotide. Limitations on ddNTP incorporation were largely solved by Tabor at Harvard Medical, Carl Fuller at USB biochemicals, and their coworkers.[12Resequencing or targeted sequencing is utilized for determining a change in DNA sequence from a "reference" sequence. It is often performed using PCR to amplify the region of interest (pre-existing DNA sequence is required to design the PCR primers). Resequencing uses three steps, extraction of DNA or RNA from biological tissue; amplification of the RNA or DNA (often by PCR); followed by sequencing. The resultant sequence is compared to a reference or a normal sample to detect mutations.
New sequencing methods
High-throughput sequencing
The high demand for low cost sequencing has given rise to a number of high-throughput sequencing technologies.class="reference" id="cite_ref-15">[16 These efforts have been funded by public and private institutions as well as privately researched and commercialized by biotechnology companies. High-throughput sequencing technologies are intended to lower the cost of sequencing DNA libraries beyond what is possible with the current dye-terminator method based on DNA separation by capillary electrophoresis. Many of the new high-throughput methods use methods that parallelize the sequencing process, producing thousands or millions of sequences at once.
- In vitro clonal amplification
As molecular detection methods are often not sensitive enough for single molecule sequencing, most approaches use an in vitro cloning step to generate many copies of each individual molecule. Emulsion PCR is one method, isolating individual DNA molecules along with primer-coated beads in aqueous bubbles within an oil phase. A polymerase chain reaction (PCR) then coats each bead with clonal copies of the isolated library molecule and these beads are subsequently immobilized for later sequencing. Emulsion PCR is used in the methods published by Marguilis et al. (commercialized by 454 Life Sciences, acquired by Roche), Shendure and Porreca et al. (also known as "polony sequencing") and SOLiD sequencing, (developed by Agencourt and acquired by Applied Biosystems).class="reference" id="cite_ref-polony_sequencing_17-0">[18Another method for in vitro clonal amplification is "bridge PCR", where fragments are amplified upon primers attached to a solid surface, developed and used by Solexa (now owned by Illumina). These methods both produce many physically isolated locations which each contain many copies of a single fragment. The single-molecule method developed by Stephen Quake's laboratory (later commercialized by Helicos) skips this amplification step, directly fixing DNA molecules to a surface.[20
- Parallelized sequencing
Once clonal DNA sequences are physically localized to separate positions on a surface, various sequencing approaches may be used to determine the DNA sequences of all locations, in parallel. "Sequencing by synthesis", like the popular dye-termination electrophoretic sequencing, uses the process of DNA synthesis by DNA polymerase to identify the bases present in the complementary DNA molecule. Reversible terminator methods (used by Illumina and Helicos) use reversible versions of dye-terminators, adding one nucleotide at a time, detecting fluorescence corresponding to that position, then removing the blocking group to allow the polymerization of another nucleotide. Pyrosequencing (used by 454) also uses DNA polymerization to add nucleotides, adding one type of nucleotide at a time, then detecting and quantifying the number of nucleotides added to a given location through the light emitted by the release of attached pyrophosphates.class="reference" id="cite_ref-20">[21
"Sequencing by ligation" is another enzymatic method of sequencing, using a DNA ligase enzyme rather than polymerase to identify the target sequence.class="reference" id="cite_ref-polony_sequencing_17-1">[1819 Used in the polony method and in the SOLiD technology offered by Applied Biosystems, this method uses a pool of all possible oligonucleotides of a fixed length, labeled according to the sequenced position. Oligonucleotides are annealed and ligated; the preferential ligation by DNA ligase for matching sequences results in a signal corresponding to the complementary sequence at that position.
Other sequencing technologies
Other methods of DNA sequencing may have advantages in terms of efficiency or accuracy. Like traditional dye-terminator sequencing, they are limited to sequencing single isolated DNA fragments. "Sequencing by hybridization" is a non-enzymatic method that uses a DNA microarray. In this method, a single pool of unknown DNA is fluorescently labeled and hybridized to an array of known sequences. If the unknown DNA hybridizes strongly to a given spot on the array, causing it to "light up", then that sequence is inferred to exist within the unknown DNA being sequenced.Mass spectrometry can also be used to sequence DNA molecules; conventional chain-termination reactions produce DNA molecules of different lengths and the length of these fragments is then determined by the mass differences between them (rather than using gel separation).[24
There are new proposals for DNA sequencing, which are in development, but remain to be proven. These include labeling the DNA polymerase,reading the sequence as a DNA strand transits through nanopores,[26 and microscopy-based techniques, such as AFM or electron microscopy that are used to identify the positions of individual nucleotides within long DNA fragments by nucleotide labeling with heavier elements (e.g., halogens) for visual detection and recording.In October 2006 the NIH issued a news release describing novel sequencing techniques and announcing several grant awards.[28
In October 2006, the X Prize Foundation established the Archon X Prize, intending to award $10 million to "the first Team that can build a device and use it to sequence 100 human genomes within 10 days or less, with an accuracy of no more than one error in every 100,000 bases sequenced, with sequences accurately covering at least 98% of the genome, and at a recurring cost of no more than $10,000 (US) per genome."
Large-scale sequencing
Whereas the methods above describe various sequencing methods, separate related terms are used when a large portion of a genome is sequenced. Several platforms were developed to perform [https://en.wikipedia.org/wiki/Exome_sequencing exome
sequencing (a subset of all DNA across all chromosomes that encode genes) or whole genome sequencing (sequencing of the all nuclear DNA of a human).
Major landmarks in DNA sequencing
- 1953 Discovery of the structure of the DNA double helix.
- 1972 Development of recombinant DNA technology, which permits isolation of defined fragments of DNA; prior to this, the only accessible samples for sequencing were from bacteriophage or virus DNA.
- 1975 The first complete DNA genome to be sequenced is that of bacteriophage φX174
- 1977 Allan Maxam and Walter Gilbert publish "DNA sequencing by chemical degradation" 3. Fred Sanger, independently, publishes "DNA sequencing by enzymatic synthesis".
- 1980 Fred Sanger and Wally Gilbert receive the Nobel Prize in Chemistry
- EMBL-bank, the first nucleotide sequence repository, is started at the European Molecular Biology Laboratory
- 1982 Genbank starts as a public repository of DNA sequences.
- Andre Marion and Sam Eletr from Hewlett Packard start Applied Biosystems in May, which comes to dominate automated sequencing.
- Akiyoshi Wada proposes automated sequencing and gets support to build robots with help from Hitachi.
- 1984 Medical Research Council scientists decipher the complete DNA sequence of the Epstein-Barr virus, 170 kb.
- 1985 Kary Mullis and colleagues develop the polymerase chain reaction, a technique to replicate small fragments of DNA
- 1986 Leroy E. Hood's laboratory at the California Institute of Technology and Smith announce the first semi-automated DNA sequencing machine.
- 1987 Applied Biosystems markets first automated sequencing machine, the model ABI 370.
- Walter Gilbert leaves the U.S. National Research Council genome panel to start Genome Corp., with the goal of sequencing and commercializing the data.
- 1990 The U.S. National Institutes of Health (NIH) begins large-scale sequencing trials on Mycoplasma capricolum, Escherichia coli, Caenorhabditis elegans, and Saccharomyces cerevisiae (at 75 cents (US)/base).
- Barry Karger (JanuaryLloyd Smith (August[31), and Norman Dovichi (September32) publish on capillary electrophoresis.
- 1991 Craig Venter develops strategy to find expressed genes with ESTs (Expressed Sequence Tags).
- Uberbacher develops GRAIL, a gene-prediction program.
- 1992 Craig Venter leaves NIH to set up The Institute for Genomic Research (TIGR).
- William Haseltine heads Human Genome Sciences, to commercialize TIGR products.
- Wellcome Trust begins participation in the Human Genome Project.
- Simon et al. develop BACs (Bacterial Artificial Chromosomes) for cloning.
- First chromosome physical maps published:
- Page et al. - Y chromosome***Cohen et al. chromosome 21[34.
- Lander - complete mouse genetic map***Weissenbach - complete human genetic map[36.
- 1993 Wellcome Trust and MRC open Sanger Centre, near Cambridge, UK.
- The GenBank database migrates from Los Alamos (DOE) to NCBI (NIH).
- 1995 Venter, Fraser and Smith publish first sequence of free-living organism, Haemophilus influenzae (genome size of 1.8 Mb).
- Richard Mathies et al. publish on sequencing dyes (PNAS, May)**Michael Reeve and Carl Fuller, thermostable polymerase for sequencing[12.
- 1996 International HGP partners agree to release sequence data into public databases within 24 hours.
- International consortium releases genome sequence of yeast S. cerevisiae (genome size of 12.1 Mb).
- Yoshihide Hayashizaki's at RIKEN completes the first set of full-length mouse cDNAs.
- ABI introduces a capillary electrophoresis system, the ABI310 sequence analyzer.
- 1997 Blattner, Plunkett et al. publish the sequence of E. coli (genome size of 5 Mb)*1998 Phil Green and Brent Ewing of Washington University publish
“phred”for interpreting sequencer data (in use since ‘95)[39. - Venter starts new company “Celera”; “will sequence HG in 3 yrs for $300m.”
- Applied Biosystems introduces the 3700 capillary sequencing machine.
- Wellcome Trust doubles support for the HGP to $330 million for 1/3 of the sequencing.
- NIH & DOE goal: "working draft" of the human genome by 2001.
- Sulston, Waterston et al finish sequence of C. elegans (genome size of 97Mb)40.
- 1999 NIH moves up completion date for rough draft, to spring 2000.
- NIH launches the mouse genome sequencing project.
- First sequence of human chromosome 22 published41.
- 2000 Celera and collaborators sequence fruit fly Drosophila melanogaster (genome size of 180Mb) - validation of Venter's shotgun method. HGP and Celera debate issues related to data release.
- HGP consortium publishes sequence of chromosome 21.42
- HGP & Celera jointly announce working drafts of HG sequence, promise joint publication.
- Estimates for the number of genes in the human genome range from 35,000 to 120,000. International consortium completes first plant sequence, Arabidopsis thaliana (genome size of 125 Mb).
- 2001 HGP consortium publishes Human Genome Sequence draft in Nature (15 Feb)**Celera publishes the Human Genome sequence[44.
- 2005 420,000 VariantSEQr human resequencing primer sequences published on new NCBI Probe database.
- 2007 For the first time, a set of closely related species (12 Drosophilidae) are sequenced, launching the era of phylogenomics.
- Craig Venter publishes his full diploid genome: the first human genome to be sequenced completely.
- 2008 An international consortium launches The 1000 Genomes Project, aimed to study human genetic variability.
- 2008 Leiden University Medical Center scientists decipher the first complete DNA sequence of a woman.45
See also
- Sequencing
- Genome project - how entire genomes are assembled from these short sequences.
- Applied Biosystems - provided most of the chemistry and equipment for the genome projects. Next-generation technology for very high data generation rates.
- 454 Life Sciences - company specializing in high-throughput DNA sequencing using a sequencing-by-synthesis approach.
- Illumina (company) - Advancing genetic analysis one billion bases at a time; whole genome sequencing.
- Joint Genome Institute - sequencing center from the US Department of Energy whose mission is to provide integrated high-throughput sequencing and computational analysis to enable genomic-scale/systems-based scientific approaches to DOE-relevant challenges in energy and the environment.
- DNA field-effect transistor
Citations
- ^ Sanger F, Coulson AR. A rapid method for determining sequences in DNA by primed synthesis with DNA polymerase. J Mol Biol. 1975 May 25;94(3):441–448
- ^ F. Sanger, S. Nicklen, and A. R. Coulson, DNA sequencing with chain-terminating inhibitors, Proc Natl Acad Sci U S A. 1977 December; 74(12): 5463–5467
- ^ Maxam AM, Gilbert W., A new method for sequencing DNA, Proc Natl Acad Sci U S A. 1977 Feb;74(2):560-4
- ^ Unknown
- ^ Proc Natl Acad Sci U S A. 1973 December; 70(12 Pt 1-2): 3581–3584. The Nucleotide Sequence of the lac Operator, Walter Gilbert and Allan Maxam
- ^ Min Jou W, Haegeman G, Ysebaert M, Fiers W., Nucleotide sequence of the gene coding for the bacteriophage MS2 coat protein, Nature. 1972 May 12;237(5350):82-8
- ^ Complete nucleotide sequence of bacteriophage MS2 RNA: primary and secondary structure of the replicase gene. Nature. 1976 Apr 8;260(5551):500-7.
- ^ Sanger, F. & Coulson, A. R. (1975) J. Mol. Biol. 94, 441-448
- ^ Unknown
- ^ Nature. 1986 Jun 12-18;321(6071):674-9. Fluorescence detection in automated DNA sequence analysis. We have developed a method for the partial automation of DNA sequence analysis. Fluorescence detection of the DNA fragments is accomplished by means of a fluorophore covalently attached to the oligonucleotide primer used in enzymatic DNA sequence analysis. A different coloured fluorophore is used for each of the reactions specific for the bases A, C, G and T. The reaction mixtures are combined and co-electrophoresed down a single polyacrylamide gel tube, the separated fluorescent bands of DNA are detected near the bottom of the tube, and the sequence information is acquired directly by computer.
- ^ Nucleic Acids Res. 1985 Apr 11;13(7):2399-412. The synthesis of oligonucleotides containing an aliphatic amino group at the 5' terminus: synthesis of fluorescent DNA primers for use in DNA sequence analysis. Note that Oxford University Press, the publishers of the journal Nucleic Acids Research, make the full contents of this journal available online for free - you can download a copy of this paper for yourself !!
- ^ a b "A novel thermostable polymerase for DNA sequencing." (1995-08-31). Nature 376 (6543): 796-797. doi:. PMID 7651542.
- ^ International Human Genome Sequencing Consortium (2004). "Finishing the euchromatic sequence of the human genome.". Nature 431 (7011): 931-45. doi:. PMID 15496913. paper available online
- ^ Human Genome Project Information
- ^ Neil Hall (2007). "Advanced sequencing technologies and their wider impact in microbiology". The Journal of Experimental Biology 209: 1518-1525.
- ^ G.M. Church (2006). "Genomes for ALL". Scientific American 294 (1): 47-54. PMID 16468433.
- ^ a b M. Margulies, et al. (2005). "Genome sequencing in microfabricated high-density picolitre reactors". Nature 437: 376-380.
- ^ a b J. Shendure, G.J. Porreca, N.B. Reppas, X. Lin, J.Pe McCutcheon, A.M. Rosenbaum, M.D. Wang, K. Zhang, R.D. Mitra and G.M. Church (2005). "Accurate Multiplex Polony Sequencing of an Evolved Bacterial Genome". Science 309 (5741): 1728-1732. doi:.
- ^ a b http://solid.appliedbiosystems.com/ - Applied Biosystems' SOLiD technology
- ^ Braslavsky, I., Hebert, H., Kartalov, E. and Quake, S.R. (2003). "Sequence information can be obtained from single DNA molecules". Proceedings of the National Academy of Sciences of the United States of America 100: 3960–3964. doi:. full text available online
- ^ M. Ronaghi, S. Karamohamed, B. Pettersson, M. Uhlen, and P. Nyren (1996). "Real-time DNA sequencing using detection of pyrophosphate release". Analytical Biochemistry 242: 84=89. doi:.
- ^ S. C. Macevicz, US Patent 5750341, filed 1995
- ^ G.J. Hanna, V.A. Johnson, D.R. Kuritzkes, D.D. Richman, J. Martinez-Picado, L. Sutton, J.D. Hazelwood, R.T. D'Aquila (2000). "Comparison of sequencing by hybridization and cycle sequencing for genotyping of human immunodeficiency virus type 1 reverse transcriptase". Journal of Clinical Microbiology 38 (7): 2715. PMID 10878069.
- ^ J.R. Edwards, H.Ruparel, and J. Ju. "Mass-spectrometry DNA sequencing". Mutation Research 573 (1-2): 3-12.
- ^ VisiGen Biotechnologies Inc. - Technology Overview
- ^ The Harvard Nanopore Group
- ^ USPTO application # 20060029957 assigned to ZS genetics http://www.freepatentsonline.com/20060029957.html
- ^ NHGRI Aims to Make DNA Sequencing Faster, More Cost Effective, NIH News Release, 4 October 2006
- ^ "PRIZE Overview: Archon X PRIZE for Genomics"
- ^ Karger, Barry L.; A. Guttman, A. S. Cohen, D. N. Heiger (1990-01-15). "Analytical and micropreparative ultrahigh resolution of oligonucleotides by polyacrylamide gel high-performance capillary electrophoresis". Analytical Chemistry 62 (2): 137 - 141. doi:. |url=|format=|accessdate=2007-10-08
- ^ Smith, Lloyd M.; Luckey JA, Drossman H, Kostichka AJ, Mead DA, D'Cunha J, Norris TB (1990-08-11). "High speed DNA sequencing by capillary electrophoresis.". Nucleic Acids Research 18: 4417-4421. PMID 2388826 doi:10.1093/nar/18.15.4417.
- ^ Dovichi, Norman J.; H.P. Swerdlow, S. Wu , H.R. Harke (1990-09-07). "Capillary gel electrophoresis for DNA sequencing: laser-induced fluorescence detection with the sheath flow cuvette". Journal of Chromatography 516: 61-67. PMID 2286629.
- ^ Page, DC; Foote S, Vollrath D, Hilton A (1992-10-02). "The human Y chromosome: overlapping DNA clones spanning the euchromatic region.". Science 258 (5079): 60-66. PMID 1359640.
- ^ Cohen, Daniel; Ilya Chumakov, Philippe Rigault, Sophie Guillou, Pierre Ougen, Alain Billaut, Ghislaine Guasconi, Patricia Gervy, Isabelle LeGall, Pascal Soularue, Laurent Grinas, Lydie Bougueleret, Christine Bellanné-Chantelot, Bruno Lacroix, Emmanuel Barillot, Philippe Gesnouin, Stuart Pook, Guy Vaysseix, Gerard Frelat, Annette Schmitz, Jean-Luc Sambucy, Assumpcio Bosch, Xavier Estivill, Jean Weissenbachparallel, Alain Vignal, Harold Riethman, David Cox, David Patterson, Kathleen Gardiner, Masahira Hattori, Yoshiyuki Sakaki, Hitoshi Ichikawa, Misao Ohki, Denis Le Paslier, Roland Heilig, Stylianos Antonarakis (1992-10-01). "Continuum of overlapping clones spanning the entire human chromosome 21q". Nature 359 (6394): 380-387. doi:. PMID 1406950 doi:10.1038/359380a0.
- ^ Lander, E. S.; Dietrich W, Katz H, Lincoln SE, Shin HS, Friedman J, Dracopoli NC (1992-06). "A Genetic Map of the Mouse Suitable for Typing Intraspecific Crosses". Genetics 131: 423-447. PMID 1353738.
- ^ Weissenbach, Jean; Gyapay G, Dib C, Vignal A, Morissette J, Millasseau P, Vaysseix G, Lathrop M. (1992-10-29). "A second-generation linkage map of the human genome". Nature 359: 794 - 801. doi:. PMID 1436057 doi:10.1038/359794a0.
- ^ Mathies, R. A.; Ju J, Ruan C, Fuller CW, Glazer AN (1995-05-09). "Fluorescence Energy Transfer Dye-Labeled Primers for DNA Sequencing and Analysis". PNAS 92: 4347-4351. PMID 7753809.
- ^ Blattner, F. R.; Frederick R. Blattner, Guy Plunkett III, Craig A. Bloch, Nicole T. Perna, Valerie Burland, Monica Riley, Julio Collado-Vides, Jeremy D. Glasner, Christopher K. Rode, George F. Mayhew, Jason Gregor, Nelson Wayne Davis, Heather A. Kirkpatrick, Michael A. Goeden, Debra J. Rose, Bob Mau, Ying Shao (1997-09-05). "The Complete Genome Sequence of Escherichia coli K-12". Science 277 (5331): 1453-1462. doi:. PMID 9278503 doi:10.1126/science.277.5331.1453.
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External links
- DNA Sequencing: Dye Terminator Animation
- Archon Genomics X PRIZE - $10 million competition for fast and inexpensive sequencing technology
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