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DNA sequencing is the process of determining thenucleic acid sequence – the order ofnucleotides inDNA. It includes any method or technology that is used to determine the order of the four bases:adenine,thymine,cytosine, andguanine. The advent of rapid DNA sequencing methods has greatly accelerated biological and medical research and discovery.[1][2]
Knowledge ofDNA sequences has become indispensable for basic biological research,DNA Genographic Projects and in numerous applied fields such asmedical diagnosis,biotechnology,forensic biology,virology and biologicalsystematics. Comparing healthy and mutated DNA sequences can diagnose different diseases including various cancers,[3] characterize antibody repertoire,[4] and can be used to guide patient treatment.[5] Having a quick way to sequence DNA allows for faster and more individualized medical care to be administered, and for more organisms to be identified and cataloged.[4]
The rapid advancements in DNA sequencing technology have played a crucial role in sequencing complete genomes of humans, as well as numerous animal, plant, and microbial species.
The first DNA sequences were obtained in the early 1970s by academic researchers using laborious methods based ontwo-dimensional chromatography. Following the development offluorescence-based sequencing methods with aDNA sequencer,[6] DNA sequencing has become easier and orders of magnitude faster.[7][8]
DNA sequencing can be used to determine the sequence of individualgenes, larger genetic regions (i.e. clusters of genes oroperons), full chromosomes, orentire genomes of any organism. DNA sequencing is also the most efficient way to indirectly sequenceRNA orproteins (via theiropen reading frames). In fact, DNA sequencing has become a key technology in many areas of biology and other sciences such as medicine,forensics, andanthropology.[citation needed]
Sequencing is used inmolecular biology to study genomes and the proteins they encode. Information obtained using sequencing allows researchers to identify changes in genes and noncoding DNA (including regulatory sequences), associations with diseases and phenotypes, and identify potential drug targets.[citation needed]
Since DNA is an informative macromolecule in terms of transmission from one generation to another, DNA sequencing is used inevolutionary biology to study how different organisms are related and how they evolved. In February 2021, scientists reported, for the first time, the sequencing ofDNA fromanimal remains, amammoth in this instance, over a million years old, the oldest DNA sequenced to date.[9][10]
The field ofmetagenomics involves identification of organisms present in a body of water,sewage, dirt, debris filtered from the air, or swab samples from organisms. Knowing which organisms are present in a particular environment is critical to research inecology,epidemiology,microbiology, and other fields. Sequencing enables researchers to determine which types of microbes may be present in amicrobiome, for example.[citation needed]
As most viruses are too small to be seen by a light microscope, sequencing is one of the main tools in virology to identify and study the virus.[11] Viral genomes can be based in DNA or RNA. RNA viruses are more time-sensitive for genome sequencing, as they degrade faster in clinical samples.[12] TraditionalSanger sequencing and next-generation sequencing are used to sequence viruses in basic and clinical research, as well as for the diagnosis of emerging viral infections,molecular epidemiology of viral pathogens, and drug-resistance testing. There are more than 2.3 million unique viral sequences inGenBank.[11] In 2019, NGS has surpassed traditional Sanger as the most popular approach for generating viral genomes.[11]
During the1997 avian influenza outbreak, viral sequencing determined that the influenza sub-type originated throughreassortment betweenquail and poultry. This led to legislation inHong Kong that prohibited selling live quail and poultry together at market. Viral sequencing can also be used to estimate when a viral outbreak began by using amolecular clock technique.[12]
Medical technicians may sequence genes (or, theoretically, full genomes) from patients to determine if there is risk of genetic diseases. This is a form ofgenetic testing, though some genetic tests may not involve DNA sequencing.[citation needed]
As of 2013 DNA sequencing was increasingly used to diagnose and treat rare diseases. As more and more genes are identified that cause rare genetic diseases, molecular diagnoses for patients become more mainstream. DNA sequencing allows clinicians to identify genetic diseases, improve disease management, provide reproductive counseling, and more effective therapies.[13] Gene sequencing panels are used to identify multiple potential genetic causes of a suspected disorder.[14]
Also, DNA sequencing may be useful for determining a specific bacteria, to allow for moreprecise antibiotics treatments, hereby reducing the risk of creatingantimicrobial resistance in bacteria populations.[15][16][17][18][19][20]
DNA sequencing may be used along withDNA profiling methods forforensic identification[21] andpaternity testing. DNA testing has evolved tremendously in the last few decades to ultimately link a DNA print to what is under investigation. The DNA patterns in fingerprint, saliva, hair follicles, etc. uniquely separate each living organism from another. Testing DNA is a technique which can detect specific genomes in a DNA strand to produce a unique and individualized pattern.[citation needed]
The canonical structure of DNA has four bases:thymine (T),adenine (A),cytosine (C), andguanine (G). DNA sequencing is the determination of the physical order of these bases in a molecule of DNA. However, there are many other bases that may be present in a molecule. In some viruses (specifically,bacteriophage), cytosine may be replaced by hydroxy methyl or hydroxy methyl glucose cytosine.[22] In mammalian DNA, variant bases withmethyl groups or phosphosulfate may be found.[23][24] Depending on the sequencing technique, a particular modification, e.g., the 5mC (5-Methylcytosine) common in humans, may or may not be detected.[25]
In almost all organisms, DNA is synthesized in vivo using only the 4 canonical bases; modification that occurs post replication creates other bases like 5 methyl C. However, some bacteriophage can incorporate a non standard base directly.[26]
In addition to modifications, DNA is under constant assault by environmental agents such as UV and Oxygen radicals. At the present time, the presence of such damaged bases is not detected by most DNA sequencing methods, although PacBio has published on this.[27]
Deoxyribonucleic acid (DNA) was first discovered and isolated byFriedrich Miescher in 1869, but it remained under-studied for many decades becauseproteins, rather than DNA, were thought to hold the genetic blueprint to life. This situation changed after 1944 as a result of some experiments byOswald Avery,Colin MacLeod, andMaclyn McCarty demonstrating that purified DNA could change one strain of bacteria into another. This was the first time that DNA was shown capable of transforming the properties of cells.[citation needed]
In 1953,James Watson andFrancis Crick put forward theirdouble-helix model of DNA, based oncrystallized X-ray structures being studied byRosalind Franklin. According to the model, DNA is composed of two strands of nucleotides coiled around each other, linked together by hydrogen bonds and running in opposite directions. Each strand is composed of four complementary nucleotides – adenine (A), cytosine (C), guanine (G) and thymine (T) – with an A on one strand always paired with T on the other, and C always paired with G. They proposed that such a structure allowed each strand to be used to reconstruct the other, an idea central to the passing on of hereditary information between generations.[28]
The foundation for sequencing proteins was first laid by the work ofFrederick Sanger who by 1955 had completed the sequence of all the amino acids ininsulin, a small protein secreted by the pancreas. This provided the first conclusive evidence that proteins were chemical entities with a specific molecular pattern rather than a random mixture of material suspended in fluid. Sanger's success in sequencing insulin spurred on x-ray crystallographers, including Watson and Crick, who by now were trying to understand how DNA directed the formation of proteins within a cell. Soon after attending a series of lectures given by Frederick Sanger in October 1954, Crick began developing a theory which argued that the arrangement of nucleotides in DNA determined the sequence of amino acids in proteins, which in turn helped determine the function of a protein. He published this theory in 1958.[29]
RNA sequencing was one of the earliest forms of nucleotide sequencing. The major landmark of RNA sequencing is the sequence of the first complete gene and the complete genome ofBacteriophage MS2, identified and published byWalter Fiers and his coworkers at theUniversity of Ghent (Ghent,Belgium), in 1972[30] and 1976.[31] Traditional RNA sequencing methods require the creation of acDNA molecule which must be sequenced.[32]
The first method for determiningDNA sequences involved a location-specific primer extension strategy established byRay Wu, a geneticist, atCornell University in 1970.[33] DNA polymerase catalysis and specific nucleotide labeling, both of which figure prominently in current sequencing schemes, were used to sequence the cohesive ends of lambda phage DNA.[34][35][36] Between 1970 and 1973, Wu, scientist Radha Padmanabhan and colleagues demonstrated that this method can be employed to determine any DNA sequence using synthetic location-specific primers.[37][38][8]
Walter Gilbert, a biochemist, andAllan Maxam, a molecular geneticist, atHarvard also developed sequencing methods, including one for "DNA sequencing by chemical degradation".[39][40] In 1973, Gilbert and Maxam reported the sequence of 24 basepairs using a method known as wandering-spot analysis.[41] Advancements in sequencing were aided by the concurrent development ofrecombinant DNA technology, allowing DNA samples to be isolated from sources other than viruses.[42]
Two years later in 1975,Frederick Sanger, a biochemist, andAlan Coulson, a genome scientist, developed a method to sequence DNA.[43] Thetechnique known as the "Plus and Minus" method, involved supplying all the components of the DNA but excluding the reaction of one of the four bases needed to complete the DNA.[44]
In 1976, Gilbert and Maxam, invented a method for rapidly sequencing DNA while at Harvard, known as the Maxam–Gilbert sequencing.[45] The technique involved treating radiolabelled DNA with a chemical and using a polyacrylamide gel to determine the sequence.[46]
In 1977, Sanger then adopted a primer-extension strategy to develop more rapid DNA sequencing methods at theMRC Centre,Cambridge, UK. This technique was similar to his "Plus and Minus" strategy, however, it was based upon the selective incorporation of chain-terminating dideoxynucleotides (ddNTPs) byDNA polymerase during in vitroDNA replication.[47][46][48] Sanger published this method in the same year.[49]
The first full DNA genome to be sequenced was that ofbacteriophage φX174 in 1977.[50]Medical Research Council scientists deciphered the complete DNA sequence of theEpstein-Barr virus in 1984, finding it contained 172,282 nucleotides. Completion of the sequence marked a significant turning point in DNA sequencing because it was achieved with no prior genetic profile knowledge of the virus.[51][8]
A non-radioactive method for transferring the DNA molecules of sequencing reaction mixtures onto an immobilizing matrix duringelectrophoresis was developed by Herbert Pohl and co-workers in the early 1980s.[52][53] Followed by the commercialization of the DNA sequencer "Direct-Blotting-Electrophoresis-System GATC 1500" byGATC Biotech, which was intensively used in the framework of the EU genome-sequencing programme, the complete DNA sequence of the yeastSaccharomyces cerevisiae chromosome II.[54]Leroy E. Hood's laboratory at theCalifornia Institute of Technology announced the first semi-automated DNA sequencing machine in 1986.[55] This was followed byApplied Biosystems' marketing of the first fully automated sequencing machine, the ABI 370, in 1987 and by Dupont's Genesis 2000[56] which used a novel fluorescent labeling technique enabling all fourdideoxynucleotides to be identified in a single lane. By 1990, the U.S.National Institutes of Health (NIH) had begun large-scale sequencing trials onMycoplasma capricolum,Escherichia coli,Caenorhabditis elegans, andSaccharomyces cerevisiae at a cost of US$0.75 per base. Meanwhile, sequencing of humancDNA sequences calledexpressed sequence tags began inCraig Venter's lab, an attempt to capture the coding fraction of thehuman genome.[57] In 1995, Venter,Hamilton Smith, and colleagues atThe Institute for Genomic Research (TIGR) published the first complete genome of a free-living organism, the bacteriumHaemophilus influenzae. The circular chromosome contains 1,830,137 bases and its publication in the journal Science[58] marked the first published use of whole-genome shotgun sequencing, eliminating the need for initial mapping efforts.
By 2003, the Human Genome Project's shotgun sequencing methods had been used to produce a draft sequence of the human genome; it had a 92% accuracy.[59][60][61] In 2022, scientists successfully sequenced the last 8% of the human genome. The fully sequenced standard reference gene is called GRCh38.p14, and it contains 3.1 billion base pairs.[62][63]
Several new methods for DNA sequencing were developed in the mid to late 1990s and were implemented in commercialDNA sequencers by 2000. Together these were called the "next-generation" or "second-generation" sequencing (NGS) methods, in order to distinguish them from the earlier methods, includingSanger sequencing. In contrast to the first generation of sequencing, NGS technology is typically characterized by being highly scalable, allowing the entire genome to be sequenced at once. Usually, this is accomplished by fragmenting the genome into small pieces, randomly sampling for a fragment, and sequencing it using one of a variety of technologies, such as those described below. An entire genome is possible because multiple fragments are sequenced at once (giving it the name "massively parallel" sequencing) in an automated process.[citation needed]
NGS technology has tremendously empowered researchers to look for insights into health, anthropologists to investigate human origins, and is catalyzing the "Personalized Medicine" movement. However, it has also opened the door to more room for error. There are many software tools to carry out the computational analysis of NGS data, often compiled at online platforms such as CSI NGS Portal, each with its own algorithm. Even the parameters within one software package can change the outcome of the analysis. In addition, the large quantities of data produced by DNA sequencing have also required development of new methods and programs for sequence analysis. Several efforts to develop standards in the NGS field have been attempted to address these challenges, most of which have been small-scale efforts arising from individual labs. Most recently, a large, organized, FDA-funded effort has culminated in theBioCompute standard.[65]
On 26 October 1990,Roger Tsien, Pepi Ross, Margaret Fahnestock and Allan J Johnston filed a patent describing stepwise ("base-by-base") sequencing with removable 3' blockers on DNA arrays (blots and single DNA molecules).[66]In 1996,Pål Nyrén and his studentMostafa Ronaghi at the Royal Institute of Technology inStockholm published their method ofpyrosequencing.[67]
On 1 April 1997,Pascal Mayer and Laurent Farinelli submitted patents to the World Intellectual Property Organization describing DNA colony sequencing.[68] The DNA sample preparation and random surface-polymerase chain reaction (PCR) arraying methods described in this patent, coupled to Roger Tsien et al.'s "base-by-base" sequencing method, is now implemented inIllumina's Hi-Seq genome sequencers.[citation needed]
In 1998, Phil Green and Brent Ewing of the University of Washington described theirphred quality score for sequencer data analysis,[69] a landmark analysis technique that gained widespread adoption, and which is still the most common metric for assessing the accuracy of a sequencing platform.[70]
Lynx Therapeutics published and marketedmassively parallel signature sequencing (MPSS), in 2000. This method incorporated a parallelized, adapter/ligation-mediated, bead-based sequencing technology and served as the first commercially available "next-generation" sequencing method, though noDNA sequencers were sold to independent laboratories.[71]
Allan Maxam andWalter Gilbert published a DNA sequencing method in 1977 based on chemical modification of DNA and subsequent cleavage at specific bases.[39] Also known as chemical sequencing, this method allowed purified samples of double-stranded DNA to be used without further cloning. This method's use of radioactive labeling and its technical complexity discouraged extensive use after refinements in the Sanger methods had been made.[citation needed]
Maxam-Gilbert sequencing requires radioactive labeling at one 5' end of the DNA and purification of the DNA fragment to be sequenced. Chemical treatment then 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). The concentration of the modifying chemicals is controlled to introduce on average one modification per DNA molecule. Thus a series of labeled fragments is generated, from the radiolabeled end to the first "cut" site in each molecule. The fragments in the four reactions are electrophoresed side by side in denaturingacrylamide gels for size separation. To visualize the fragments, the gel is exposed to X-ray film for autoradiography, yielding a series of dark bands each corresponding to a radiolabeled DNA fragment, from which the sequence may be inferred.[39]
This method is mostly obsolete as of 2023.[72]
Thechain-termination method developed byFrederick Sanger and coworkers in 1977 soon became the method of choice, owing to its relative ease and reliability.[49][73] When invented, the chain-terminator method used fewer toxic chemicals and lower amounts of radioactivity than the Maxam and Gilbert method. Because of its comparative ease, the Sanger method was soon automated and was the method used in the first generation ofDNA sequencers.[citation needed]
Sanger sequencing is the method which prevailed from the 1980s until the mid-2000s. Over that period, great advances were made in the technique, such as fluorescent labelling, capillary electrophoresis, and general automation. These developments allowed much more efficient sequencing, leading to lower costs. The Sanger method, in mass production form, is the technology which produced thefirst human genome in 2001, ushering in the age ofgenomics. However, later in the decade, radically different approaches reached the market, bringing the cost per genome down from $100 million in 2001 to $10,000 in 2011.[74]
The objective for sequential sequencing by synthesis (SBS) is to determine the sequencing of aDNA sample by detecting the incorporation of anucleotide by aDNA polymerase. An engineered polymerase is used to synthesize a copy of a single strand of DNA and the incorporation of each nucleotide is monitored. The principle of real-time sequencing by synthesis was first described in 1993[75] with improvements published some years later.[76] The key parts are highly similar for all embodiments of SBS and includes (1)amplification of DNA (to enhance the subsequent signal) and attach the DNA to be sequenced to a solid support, (2) generation of single stranded DNA on the solid support, (3) incorporation of nucleotides using an engineered polymerase and (4) real-time detection of the incorporation of nucleotide The steps 3-4 are repeated and the sequence is assembled from the signals obtained in step 4. This principle of real-time sequencing-by-synthesis has been used for almost allmassive parallel sequencing instruments, including454,PacBio,IonTorrent,Illumina andMGI.[citation needed]
Large-scale sequencing often aims at sequencing very long DNA pieces, such as wholechromosomes, although large-scale sequencing can also be used to generate very large numbers of short sequences, such as found inphage display. For longer targets such as chromosomes, common approaches consist of cutting (withrestriction enzymes) or shearing (with mechanical forces) large DNA fragments into shorter DNA fragments. The fragmented DNA may then becloned into aDNA vector and amplified in a bacterial host such asEscherichia coli. Short DNA fragments purified from individual bacterial colonies are individually sequenced andassembled electronically into one long, contiguous sequence. Studies have shown that adding a size selection step to collect DNA fragments of uniform size can improve sequencing efficiency and accuracy of the genome assembly. In these studies, automated sizing has proven to be more reproducible and precise than manual gel sizing.[77][78][79]
The term "de novo sequencing" specifically refers to methods used to determine the sequence of DNA with no previously known sequence.De novo translates from Latin as "from the beginning". Gaps in the assembled sequence may be filled byprimer walking. The different strategies have different tradeoffs in speed and accuracy;shotgun methods are often used for sequencing large genomes, but its assembly is complex and difficult, particularly withsequence repeats often causing gaps in genome assembly.[citation needed]
Most sequencing approaches use anin vitro cloning step to amplify individual DNA molecules, because their molecular detection methods are not sensitive enough for single molecule sequencing. Emulsion PCR[80] isolates individual DNA molecules along with primer-coated beads in aqueous droplets within an oil phase. Apolymerase chain reaction (PCR) then coats each bead with clonal copies of the DNA molecule followed by immobilization for later sequencing. Emulsion PCR is used in the methods developed by Marguilis et al. (commercialized by454 Life Sciences), Shendure and Porreca et al. (also known as "polony sequencing") andSOLiD sequencing, (developed byAgencourt, laterApplied Biosystems, nowLife Technologies).[81][82][83] Emulsion PCR is also used in the GemCode and Chromium platforms developed by10x Genomics.[84]
Shotgun sequencing is a sequencing method designed for analysis of DNA sequences longer than 1000 base pairs, up to and including entire chromosomes. This method requires the target DNA to be broken into random fragments. After sequencing individual fragments using thechain termination method, the sequences can be reassembled on the basis of their overlapping regions.[85]
High-throughput sequencing, which includes next-generation "short-read" and third-generation "long-read" sequencing methods,[nt 1] applies toexome sequencing, genome sequencing, genome resequencing,transcriptome profiling (RNA-Seq), DNA-protein interactions (ChIP-sequencing), andepigenome characterization.[86]
The high demand for low-cost sequencing has driven the development of high-throughput sequencing technologies thatparallelize the sequencing process, producing thousands or millions of sequences concurrently.[87][88][89] High-throughput sequencing technologies are intended to lower the cost of DNA sequencing beyond what is possible with standard dye-terminator methods.[90] In ultra-high-throughput sequencing as many as 500,000 sequencing-by-synthesis operations may be run in parallel.[91][92][93] Such technologies led to the ability to sequence an entire human genome in as little as one day.[94] As of 2019[update], corporate leaders in the development of high-throughput sequencing products includedIllumina,Qiagen andThermoFisher Scientific.[94]
| Method | Read length | Accuracy (single read not consensus) | Reads per run | Time per run | Cost per 1 billion bases (in US$) | Advantages | Disadvantages |
|---|---|---|---|---|---|---|---|
| Single-molecule real-time sequencing (Pacific Biosciences) | 30,000 bp (N50); | 87% raw-read accuracy[100] | 4,000,000 per Sequel 2 SMRT cell, 100–200 gigabases[97][101][102] | 30 minutes to 20 hours[97][103] | $7.2-$43.3 | Fast. Detects 4mC, 5mC, 6mA.[104] | Moderate throughput. Equipment can be very expensive. |
| Ion semiconductor (Ion Torrent sequencing) | up to 600 bp[105] | 99.6%[106] | up to 80 million | 2 hours | $66.8-$950 | Less expensive equipment. Fast. | Homopolymer errors. |
| Pyrosequencing (454) | 700 bp | 99.9% | 1 million | 24 hours | $10,000 | Long read size. Fast. | Runs are expensive. Homopolymer errors. |
| Sequencing by synthesis (Illumina) | MiniSeq, NextSeq: 75–300 bp; MiSeq: 50–600 bp; HiSeq 2500: 50–500 bp; HiSeq 3/4000: 50–300 bp; HiSeq X: 300 bp | 99.9% (Phred30) | MiniSeq/MiSeq: 1–25 Million; NextSeq: 130-00 Million; HiSeq 2500: 300 million – 2 billion; HiSeq 3/4000 2.5 billion; HiSeq X: 3 billion | 1 to 11 days, depending upon sequencer and specified read length[107] | $5 to $150 | Potential for high sequence yield, depending upon sequencer model and desired application. | Equipment can be very expensive. Requires high concentrations of DNA. |
| Combinatorial probe anchor synthesis (cPAS- BGI/MGI) | BGISEQ-50: 35-50bp; MGISEQ 200: 50-200bp; BGISEQ-500, MGISEQ-2000: 50-300bp[108] | 99.9% (Phred30) | BGISEQ-50: 160M; MGISEQ 200: 300M; BGISEQ-500: 1300M per flow cell; MGISEQ-2000: 375M FCS flow cell, 1500M FCL flow cell per flow cell. | 1 to 9 days depending on instrument, read length and number of flow cells run at a time. | $5– $120 | ||
| Sequencing by ligation (SOLiD sequencing) | 50+35 or 50+50 bp | 99.9% | 1.2 to 1.4 billion | 1 to 2 weeks | $60–130 | Low cost per base. | Slower than other methods. Has issues sequencing palindromic sequences.[109] |
| Nanopore Sequencing | Dependent on library preparation, not the device, so user chooses read length (up to 2,272,580 bp reported[110]). | ~92–97% single read | dependent on read length selected by user | data streamed in real time. Choose 1 min to 48 hrs | $7–100 | Longest individual reads. Accessible user community. Portable (Palm sized). | Lower throughput than other machines, Single read accuracy in 90s. |
| GenapSys Sequencing | Around 150 bp single-end | 99.9% (Phred30) | 1 to 16 million | Around 24 hours | $667 | Low-cost of instrument ($10,000) | |
| Chain termination (Sanger sequencing) | 400 to 900 bp | 99.9% | N/A | 20 minutes to 3 hours | $2,400,000 | Useful for many applications. | More expensive and impractical for larger sequencing projects. This method also requires the time-consuming step of plasmid cloning or PCR. |
SMRT sequencing is based on the sequencing by synthesis approach. The DNA is synthesized in zero-mode wave-guides (ZMWs) – small well-like containers with the capturing tools located at the bottom of the well. The sequencing is performed with use of unmodified polymerase (attached to the ZMW bottom) and fluorescently labelled nucleotides flowing freely in the solution. The wells are constructed in a way that only the fluorescence occurring by the bottom of the well is detected. The fluorescent label is detached from the nucleotide upon its incorporation into the DNA strand, leaving an unmodified DNA strand. According toPacific Biosciences (PacBio), the SMRT technology developer, this methodology allows detection of nucleotide modifications (such as cytosine methylation). This happens through the observation of polymerase kinetics. This approach allows reads of 20,000 nucleotides or more, with average read lengths of 5 kilobases.[101][111] In 2015, Pacific Biosciences announced the launch of a new sequencing instrument called the Sequel System, with 1 million ZMWs compared to 150,000 ZMWs in the PacBio RS II instrument.[112][113] SMRT sequencing is referred to as "third-generation" or "long-read" sequencing.[citation needed]
The DNA passing through the nanopore changes its ion current. This change is dependent on the shape, size and length of the DNA sequence. Each type of the nucleotide blocks the ion flow through the pore for a different period of time. The method does not require modified nucleotides and is performed in real time. Nanopore sequencing is referred to as "third-generation" or "long-read" sequencing, along with SMRT sequencing.[citation needed]
Early industrial research into this method was based on a technique called 'exonuclease sequencing', where the readout of electrical signals occurred as nucleotides passed byalpha(α)-hemolysin pores covalently bound withcyclodextrin.[114] However the subsequent commercial method, 'strand sequencing', sequenced DNA bases in an intact strand.[citation needed]
Two main areas of nanopore sequencing in development are solid state nanopore sequencing, and protein based nanopore sequencing. Protein nanopore sequencing utilizes membrane protein complexes such as α-hemolysin, MspA (Mycobacterium smegmatis Porin A) or CssG, which show great promise given their ability to distinguish between individual and groups of nucleotides.[115] In contrast, solid-state nanopore sequencing utilizes synthetic materials such as silicon nitride and aluminum oxide and it is preferred for its superior mechanical ability and thermal and chemical stability.[116] The fabrication method is essential for this type of sequencing given that the nanopore array can contain hundreds of pores with diameters smaller than eight nanometers.[115]
The concept originated from the idea that single stranded DNA or RNA molecules can be electrophoretically driven in a strict linear sequence through a biological pore that can be less than eight nanometers, and can be detected given that the molecules release an ionic current while moving through the pore. The pore contains a detection region capable of recognizing different bases, with each base generating various time specific signals corresponding to the sequence of bases as they cross the pore which are then evaluated.[116] Precise control over the DNA transport through the pore is crucial for success. Various enzymes such as exonucleases and polymerases have been used to moderate this process by positioning them near the pore's entrance.[117]
The first of the high-throughput sequencing technologies,massively parallel signature sequencing (or MPSS, also called next generation sequencing), was developed in the 1990s at Lynx Therapeutics, a company founded in 1992 bySydney Brenner andSam Eletr. MPSS was a bead-based method that used a complex approach of adapter ligation followed by adapter decoding, reading the sequence in increments of four nucleotides. This method made it susceptible to sequence-specific bias or loss of specific sequences. Because the technology was so complex, MPSS was only performed 'in-house' by Lynx Therapeutics and no DNA sequencing machines were sold to independent laboratories. Lynx Therapeutics merged with Solexa (later acquired byIllumina) in 2004, leading to the development of sequencing-by-synthesis, a simpler approach acquired fromManteia Predictive Medicine, which rendered MPSS obsolete. However, the essential properties of the MPSS output were typical of later high-throughput data types, including hundreds of thousands of short DNA sequences. In the case of MPSS, these were typically used for sequencingcDNA for measurements ofgene expression levels.[71]
Thepolony sequencing method, developed in the laboratory ofGeorge M. Church at Harvard, was among the first high-throughput sequencing systems and was used to sequence a fullE. coli genome in 2005.[82] It combined an in vitro paired-tag library with emulsion PCR, an automated microscope, and ligation-based sequencing chemistry to sequence anE. coli genome at an accuracy of >99.9999% and a cost approximately 1/9 that of Sanger sequencing.[82] The technology was licensed to Agencourt Biosciences, subsequently spun out into Agencourt Personal Genomics, and eventually incorporated into theApplied Biosystems SOLiD platform. Applied Biosystems was later acquired byLife Technologies, now part ofThermo Fisher Scientific.[citation needed]
A parallelized version ofpyrosequencing was developed by454 Life Sciences, which has since been acquired byRoche Diagnostics. The method amplifies DNA inside water droplets in an oil solution (emulsion PCR), with each droplet containing a single DNA template attached to a single primer-coated bead that then forms a clonal colony. The sequencing machine contains manypicoliter-volume wells each containing a single bead and sequencing enzymes. Pyrosequencing usesluciferase to generate light for detection of the individual nucleotides added to the nascent DNA, and the combined data are used to generate sequencereads.[81] This technology provides intermediate read length and price per base compared to Sanger sequencing on one end and Solexa and SOLiD on the other.[90]
Solexa, now part ofIllumina, was founded byShankar Balasubramanian andDavid Klenerman in 1998, and developed a sequencing method based on reversible dye-terminators technology, and engineered polymerases.[118] The reversible terminated chemistry concept was invented by Bruno Canard and Simon Sarfati at the Pasteur Institute in Paris.[119][120] It was developed internally at Solexa by those named on the relevant patents. In 2004, Solexa acquired the companyManteia Predictive Medicine in order to gain a massively parallel sequencing technology invented in 1997 byPascal Mayer and Laurent Farinelli.[68] It is based on "DNA clusters" or "DNA colonies", which involves the clonal amplification of DNA on a surface. The cluster technology was co-acquired with Lynx Therapeutics of California. Solexa Ltd. later merged with Lynx to form Solexa Inc.[citation needed]
In this method, DNA molecules and primers are first attached on a slide or flow cell and amplified withpolymerase so that local clonal DNA colonies, later coined "DNA clusters", are formed. To determine the sequence, four types of reversible terminator bases (RT-bases) are added and non-incorporated nucleotides are washed away. A camera takes images of thefluorescently labeled nucleotides. Then the dye, along with the terminal 3' blocker, is chemically removed from the DNA, allowing for the next cycle to begin. Unlike pyrosequencing, the DNA chains are extended one nucleotide at a time and image acquisition can be performed at a delayed moment, allowing for very large arrays of DNA colonies to be captured by sequential images taken from a single camera.[citation needed]
Decoupling the enzymatic reaction and the image capture allows for optimal throughput and theoretically unlimited sequencing capacity. With an optimal configuration, the ultimately reachable instrument throughput is thus dictated solely by the analog-to-digital conversion rate of the camera, multiplied by the number of cameras and divided by the number of pixels per DNA colony required for visualizing them optimally (approximately 10 pixels/colony). In 2012, with cameras operating at more than 10 MHz A/D conversion rates and available optics, fluidics and enzymatics, throughput can be multiples of 1 million nucleotides/second, corresponding roughly to 1 human genome equivalent at 1xcoverage per hour per instrument, and 1 human genome re-sequenced (at approx. 30x) per day per instrument (equipped with a single camera).[121]
This method is an upgraded modification to combinatorial probe anchor ligation technology (cPAL) described byComplete Genomics[122] which has since become part of Chinese genomics companyBGI in 2013.[123] The two companies have refined the technology to allow for longer read lengths, reaction time reductions and faster time to results. In addition, data are now generated as contiguous full-length reads in the standard FASTQ file format and can be used as-is in most short-read-based bioinformatics analysis pipelines.[124][125]
The two technologies that form the basis for this high-throughput sequencing technology areDNA nanoballs (DNB) and patterned arrays for nanoball attachment to a solid surface.[122] DNA nanoballs are simply formed by denaturing double stranded, adapter ligated libraries and ligating the forward strand only to a splint oligonucleotide to form a ssDNA circle. Faithful copies of the circles containing the DNA insert are produced utilizing Rolling Circle Amplification that generates approximately 300–500 copies. The long strand of ssDNA folds upon itself to produce a three-dimensional nanoball structure that is approximately 220 nm in diameter. Making DNBs replaces the need to generate PCR copies of the library on the flow cell and as such can remove large proportions of duplicate reads, adapter-adapter ligations and PCR induced errors.[124][126]
The patterned array of positively charged spots is fabricated through photolithography and etching techniques followed by chemical modification to generate a sequencing flow cell. Each spot on the flow cell is approximately 250 nm in diameter, are separated by 700 nm (centre to centre) and allows easy attachment of a single negatively charged DNB to the flow cell and thus reducing under or over-clustering on the flow cell.[122][127]
Sequencing is then performed by addition of an oligonucleotide probe that attaches in combination to specific sites within the DNB. The probe acts as an anchor that then allows one of four single reversibly inactivated, labelled nucleotides to bind after flowing across the flow cell. Unbound nucleotides are washed away before laser excitation of the attached labels then emit fluorescence and signal is captured by cameras that is converted to a digital output for base calling. The attached base has its terminator and label chemically cleaved at completion of the cycle. The cycle is repeated with another flow of free, labelled nucleotides across the flow cell to allow the next nucleotide to bind and have its signal captured. This process is completed a number of times (usually 50 to 300 times) to determine the sequence of the inserted piece of DNA at a rate of approximately 40 million nucleotides per second as of 2018.[citation needed]
Applied Biosystems' (now aLife Technologies brand) SOLiD technology employssequencing by ligation. Here, a pool of all possible oligonucleotides of a fixed length are labeled according to the sequenced position. Oligonucleotides are annealed and ligated; the preferential ligation byDNA ligase for matching sequences results in a signal informative of the nucleotide at that position. Each base in the template is sequenced twice, and the resulting data are decoded according to the2 base encoding scheme used in this method. Before sequencing, the DNA is amplified by emulsion PCR. The resulting beads, each containing single copies of the same DNA molecule, are deposited on a glass slide.[128] The result is sequences of quantities and lengths comparable to Illumina sequencing.[90] Thissequencing by ligation method has been reported to have some issue sequencing palindromic sequences.[109]
Ion Torrent Systems Inc. (now owned byLife Technologies) developed a system based on using standard sequencing chemistry, but with a novel, semiconductor-based detection system. This method of sequencing is based on the detection ofhydrogen ions that are released during thepolymerisation ofDNA, as opposed to the optical methods used in other sequencing systems. A microwell containing a template DNA strand to be sequenced is flooded with a single type ofnucleotide. If the introduced nucleotide iscomplementary to the leading template nucleotide it is incorporated into the growing complementary strand. This causes the release of a hydrogen ion that triggers a hypersensitive ion sensor, which indicates that a reaction has occurred. Ifhomopolymer repeats are present in the template sequence, multiple nucleotides will be incorporated in a single cycle. This leads to a corresponding number of released hydrogens and a proportionally higher electronic signal.[129]
DNA nanoball sequencing is a type of high throughput sequencing technology used to determine the entiregenomic sequence of an organism. The companyComplete Genomics uses this technology to sequence samples submitted by independent researchers. The method usesrolling circle replication to amplify small fragments of genomic DNA into DNA nanoballs. Unchained sequencing by ligation is then used to determine the nucleotide sequence.[130] This method of DNA sequencing allows large numbers of DNA nanoballs to be sequenced per run and at lowreagent costs compared to other high-throughput sequencing platforms.[131] However, only short sequences of DNA are determined from each DNA nanoball which makes mapping the short reads to areference genome difficult.[130]
Heliscope sequencing is a method ofsingle-molecule sequencing developed byHelicos Biosciences. It uses DNA fragments with added poly-A tail adapters which are attached to the flow cell surface. The next steps involve extension-based sequencing with cyclic washes of the flow cell with fluorescently labeled nucleotides (one nucleotide type at a time, as with the Sanger method). The reads are performed by the Heliscope sequencer.[132][133] The reads are short, averaging 35 bp.[134] What made this technology especially novel was that it was the first of its class to sequence non-amplified DNA, thus preventing any read errors associated with amplification steps.[46] In 2009 a human genome was sequenced using the Heliscope, however in 2012 the company went bankrupt.[135]
There are two main microfluidic systems that are used to sequence DNA;droplet based microfluidics anddigital microfluidics. Microfluidic devices solve many of the current limitations of current sequencing arrays.[citation needed]
Abate et al. studied the use of droplet-based microfluidic devices for DNA sequencing.[4] These devices have the ability to form and process picoliter sized droplets at the rate of thousands per second. The devices were created frompolydimethylsiloxane (PDMS) and used Forster resonance energy transfer,FRET assays to read the sequences of DNA encompassed in the droplets. Each position on the array tested for a specific 15 base sequence.[4]
Fair et al. used digital microfluidic devices to study DNApyrosequencing.[136] Significant advantages include the portability of the device, reagent volume, speed of analysis, mass manufacturing abilities, and high throughput. This study provided a proof of concept showing that digital devices can be used for pyrosequencing; the study included using synthesis, which involves the extension of the enzymes and addition of labeled nucleotides.[136]
Boles et al. also studied pyrosequencing on digital microfluidic devices.[137] They used an electro-wetting device to create, mix, and split droplets. The sequencing uses a three-enzyme protocol and DNA templates anchored with magnetic beads. The device was tested using two protocols and resulted in 100% accuracy based on raw pyrogram levels. The advantages of these digital microfluidic devices include size, cost, and achievable levels of functional integration.[137]
DNA sequencing research, using microfluidics, also has the ability to be applied to thesequencing of RNA, using similar droplet microfluidic techniques, such as the method, inDrops.[138] This shows that many of these DNA sequencing techniques will be able to be applied further and be used to understand more about genomes and transcriptomes.[citation needed]
DNA sequencing methods currently under development include reading the sequence as a DNA strand transits throughnanopores (a method that is now commercial but subsequent generations such as solid-state nanopores are still in development),[139][140] and microscopy-based techniques, such asatomic force microscopy ortransmission electron microscopy that are used to identify the positions of individual nucleotides within long DNA fragments (>5,000 bp) by nucleotide labeling with heavier elements (e.g., halogens) for visual detection and recording.[141][142]Third generation technologies aim to increase throughput and decrease the time to result and cost by eliminating the need for excessive reagents and harnessing the processivity of DNA polymerase.[143]
Another approach uses measurements of the electrical tunnelling currents across single-strand DNA as it moves through a channel. Depending on its electronic structure, each base affects the tunnelling current differently,[144] allowing differentiation between different bases.[145]
The use of tunnelling currents has the potential to sequence orders of magnitude faster than ionic current methods and the sequencing of several DNA oligomers and micro-RNA has already been achieved.[146]
Sequencing by hybridization is a non-enzymatic method that uses aDNA microarray. A single pool of DNA whose sequence is to be determined is fluorescently labeled and hybridized to an array containing known sequences. Strong hybridization signals from a given spot on the array identifies its sequence in the DNA being sequenced.[147]
This method of sequencing utilizes binding characteristics of a library of short single stranded DNA molecules (oligonucleotides), also called DNA probes, to reconstruct a target DNA sequence. Non-specific hybrids are removed by washing and the target DNA is eluted.[148] Hybrids are re-arranged such that the DNA sequence can be reconstructed. The benefit of this sequencing type is its ability to capture a large number of targets with a homogenous coverage.[149] A large number of chemicals and starting DNA is usually required. However, with the advent of solution-based hybridization, much less equipment and chemicals are necessary.[148]
Mass spectrometry may be used to determine DNA sequences. Matrix-assisted laser desorption ionization time-of-flight mass spectrometry, orMALDI-TOF MS, has specifically been investigated as an alternative method to gel electrophoresis for visualizing DNA fragments. With this method, DNA fragments generated by chain-termination sequencing reactions are compared by mass rather than by size. The mass of each nucleotide is different from the others and this difference is detectable by mass spectrometry. Single-nucleotide mutations in a fragment can be more easily detected with MS than by gel electrophoresis alone. MALDI-TOF MS can more easily detect differences between RNA fragments, so researchers may indirectly sequence DNA with MS-based methods by converting it to RNA first.[150]
The higher resolution of DNA fragments permitted by MS-based methods is of special interest to researchers in forensic science, as they may wish to findsingle-nucleotide polymorphisms in human DNA samples to identify individuals. These samples may be highly degraded so forensic researchers often prefermitochondrial DNA for its higher stability and applications for lineage studies. MS-based sequencing methods have been used to compare the sequences of human mitochondrial DNA from samples in aFederal Bureau of Investigation database[151] and from bones found in mass graves of World War I soldiers.[152]
Early chain-termination and TOF MS methods demonstrated read lengths of up to 100 base pairs.[153] Researchers have been unable to exceed this average read size; like chain-termination sequencing alone, MS-based DNA sequencing may not be suitable for largede novo sequencing projects. Even so, a 2010 study did use the short sequence reads and mass spectroscopy to compare single-nucleotide polymorphisms in pathogenicStreptococcus strains.[154]
In microfluidicSanger sequencing the entire thermocycling amplification of DNA fragments as well as their separation by electrophoresis is done on a single glass wafer (approximately 10 cm in diameter) thus reducing the reagent usage as well as cost.[155] In some instances researchers have shown that they can increase the throughput of conventional sequencing through the use of microchips.[156] Research will still need to be done in order to make this use of technology effective.[citation needed]
This approach directly visualizes the sequence of DNA molecules using electron microscopy. The first identification of DNA base pairs within intact DNA molecules by enzymatically incorporating modified bases, which contain atoms of increased atomic number, direct visualization and identification of individually labeled bases within a synthetic 3,272 base-pair DNA molecule and a 7,249 base-pair viral genome has been demonstrated.[157]
This method is based on use ofRNA polymerase (RNAP), which is attached to apolystyrene bead. One end of DNA to be sequenced is attached to another bead, with both beads being placed in optical traps. RNAP motion during transcription brings the beads in closer and their relative distance changes, which can then be recorded at a single nucleotide resolution. The sequence is deduced based on the four readouts with lowered concentrations of each of the four nucleotide types, similarly to the Sanger method.[158] A comparison is made between regions and sequence information is deduced by comparing the known sequence regions to the unknown sequence regions.[158]
A method has been developed to analyze full sets ofprotein interactions using a combination of 454 pyrosequencing and anin vitro virusmRNA display method. Specifically, this method covalently links proteins of interest to the mRNAs encoding them, then detects the mRNA pieces using reverse transcriptionPCRs. The mRNA may then be amplified and sequenced. The combined method was titled IVV-HiTSeq and can be performed under cell-free conditions, though its results may not be representative ofin vivo conditions.[159]
While there are many different ways to sequence DNA, only a few dominate the market. In 2022, Illumina had about 80% of the market; the rest of the market is taken by only a few players (PacBio, Oxford, 454, MGI)[160]
The success of any DNA sequencing protocol relies upon the DNA or RNA sample extraction and preparation from the biological material of interest.[citation needed]
After DNA or RNA extraction, samples may require further preparation depending on the sequencing method. For Sanger sequencing, either cloning procedures or PCR are required prior to sequencing. In the case of next-generation sequencing methods, library preparation is required before processing.[162] Assessing the quality and quantity of nucleic acids both after extraction and after library preparation identifies degraded, fragmented, and low-purity samples and yields high-quality sequencing data.[163]
In October 2006, theX Prize Foundation established an initiative to promote the development offull genome sequencing technologies, called theArchon 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."[164]
Each year theNational Human Genome Research Institute, or NHGRI, promotes grants for new research and developments ingenomics. 2010 grants and 2011 candidates include continuing work in microfluidic, polony and base-heavy sequencing methodologies.[165]
The sequencing technologies described here produce raw data that needs to be assembled into longer sequences such as complete genomes (sequence assembly). There are many computational challenges to achieve this, such as the evaluation of the raw sequence data which is done by programs and algorithms such asPhred andPhrap. Other challenges have to deal withrepetitive sequences that often prevent complete genome assemblies because they occur in many places of the genome. As a consequence, many sequences may not be assigned to particularchromosomes. The production of raw sequence data is only the beginning of its detailedbioinformatical analysis.[166] Yet new methods for sequencing and correcting sequencing errors were developed.[167]
Sometimes, the raw reads produced by the sequencer are correct and precise only in a fraction of their length. Using the entire read may introduce artifacts in the downstream analyses like genome assembly, SNP calling, or gene expression estimation. Two classes of trimming programs have been introduced, based on the window-based or the running-sum classes of algorithms.[168] This is a partial list of the trimming algorithms currently available, specifying the algorithm class they belong to:
| Name of algorithm | Type of algorithm |
|---|---|
| Cutadapt[169] | Running sum |
| ConDeTri[170] | Window based |
| ERNE-FILTER[171] | Running sum |
| FASTX quality trimmer | Window based |
| PRINSEQ[172] | Window based |
| Trimmomatic[173] | Window based |
| SolexaQA[174] | Window based |
| SolexaQA-BWA | Running sum |
| Sickle | Window based |
Human genetics have been included within the field ofbioethics since the early 1970s[175] and the growth in the use of DNA sequencing (particularly high-throughput sequencing) has introduced a number of ethical issues. One key issue is the ownership of an individual's DNA and the data produced when that DNA is sequenced.[176] Regarding the DNA molecule itself, the leading legal case on this topic,Moore v. Regents of the University of California (1990) ruled that individuals have no property rights to discarded cells or any profits made using these cells (for instance, as a patentedcell line). However, individuals have a right to informed consent regarding removal and use of cells. Regarding the data produced through DNA sequencing,Moore gives the individual no rights to the information derived from their DNA.[176]
As DNA sequencing becomes more widespread, the storage, security and sharing of genomic data has also become more important.[176][177] For instance, one concern is that insurers may use an individual's genomic data to modify their quote, depending on the perceived future health of the individual based on their DNA.[177][178] In May 2008, theGenetic Information Nondiscrimination Act (GINA) was signed in the United States, prohibiting discrimination on the basis of genetic information with respect to health insurance and employment.[179][180] In 2012, the USPresidential Commission for the Study of Bioethical Issues reported that existing privacy legislation for DNA sequencing data such as GINA and theHealth Insurance Portability and Accountability Act were insufficient, noting that whole-genome sequencing data was particularly sensitive, as it could be used to identify not only the individual from which the data was created, but also their relatives.[181][182]
In most of the United States, DNA that is "abandoned", such as that found on a licked stamp or envelope, coffee cup, cigarette, chewing gum, household trash, or hair that has fallen on a public sidewalk, may legally be collected and sequenced by anyone, including the police, private investigators, political opponents, or people involved in paternity disputes. As of 2013, eleven states have laws that can be interpreted to prohibit "DNA theft".[183]
Ethical issues have also been raised by the increasing use of genetic variation screening, both in newborns, and in adults by companies such as23andMe.[184][185] It has been asserted that screening for genetic variations can be harmful, increasinganxiety in individuals who have been found to have an increased risk of disease.[186] For example, in one case noted inTime, doctors screening an ill baby for genetic variants chose not to inform the parents of an unrelated variant linked todementia due to the harm it would cause to the parents.[187] However, a 2011 study inThe New England Journal of Medicine has shown that individuals undergoing disease risk profiling did not show increased levels of anxiety.[186] Also, the development of Next Generation sequencing technologies such as Nanopore based sequencing has also raised further ethical concerns.[188]
Next-generation sequencing (NGS) technologies have revolutionized genomic research. (opening sentence of the article)
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