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池田 英広、花本 剛士、辻 輝生、田中 良明、速度ループを極配置法で設計した2慣性系の位置制御、電気学会論文誌 119-D巻、4号, 544-545 2. T.Hanamoto, H.Hara, Y.Tanaka, T.Tsuji,Sensorless Control of BLDCM Applying the Modified Induced Voltage Observer, Electrical Engineering in Japan, Vol. 129, No.2, 1999 3. ウメルジャン サウット,梅田 信弘, 花本 剛士, 辻 輝生,非線形オブザーバを用いたフレキシブルアームの制振制御,計測自動制御学会論文集,Vol.35, No.3, 401/406 4.
T.Hanamoto, T.Tsuji, Y.Tanaka, Development of Fast Response Self-Commutated SVC Using Recursive Fourier Transformation, Proceeding of ICEE '99 Vol.2, Hong Kong, 101-104 5. H.Hara, T.Hanamoto, Y.Tanaka, T.Tsuji, A Sensor-less Control Method of BLDCM via the Block Pulse Functions and the Newton's Method, CICEM'99,Vol.2, Xi'an, 720-723 6. H.Ikeda,T.Hanamoto, T.Tsuji, Y.Tanaka,T.Mochizuki,Posotion Control of 2-Inertia Resonant System with Speed Minor Loop Designed by Pole Placement Method, CIEM'99, Vol.2, Xi'an, 732-735 1998年 1.
花本 剛士,里見 篤生,辻 輝生,田中 良明,電流形PWMコンバータの最適制御による過渡振動抑制制御の供試機による検証、電気学会論文誌 118-D巻、7/8号, 951-952 2. 花本 剛士,原 英博,田中 良明,辻 輝生,拡張誘起電圧オブザーバを用いたBLDCMのセンサレス制御,電気学会論文誌 118-D巻、9号, 1089-1090 3. T.Hanamoto, Y.Tanaka, T.Tsuji,Vibration Suppression Control of 3-mass Systems Based on 2-mass Approximation Model,Proceeding of ICEM '98 Vol.3, Istanbul, 1735-1740 4. H.Hara,T.Hanamoto, Y.Tanaka, T.Tsuji,A Position Sensor-less Control of PM Motor with Block Pulse Function And the Newton's Method,Proceeding of ICEM '98 Vol.2, Istanbul, 937-940.
!!2001年 # Hidehiro Ikeda, Tsuyoshi Hanamoto, Teruo Tsuji, Yoshiaki Tanaka, Fuzzy Control of 2-inertia System with Scaling Factors Determined by GA, Trans. Of IEE Japan, Vol 121-D, No9, 996-997!!2000年 # 池田 英広,花本 剛士,辻 輝生,田中 良明,遺伝的アルゴリズムを用いた2慣性共振系の位置制御系設計、電気学会論文誌 120-D巻、6号, 838-844 # 花本 剛士,ハサン ジダン,小黒 龍一,田中 良明,辻 輝生,磁束鎖交数の推定値を用いた円筒型PMSMのセンサレス速度制御,電気学会論文誌 120-D巻、7号, 877-883 # 原 英博,花本 剛士,田中 良明,辻 輝生,小黒 龍一,ブロックパルス関数を用いたBLDCMロバストセンサレス制御,電気学会論文誌 120-D巻、7号, 884-890 # ウメルジャン サウット,花本 剛士,辻 輝生,最終スライディングモードによるフレキシブルアームの制振制御,,計測自動制御学会論文集,Vol.36, No.8, 723/725 # Hasan Zidan, Shuich Fujii, Tsuyoshi Hanamoto, Teruo Tsuji, A simple Sensorless Vector Control System for Variable Speed Induction Motor Drive, Trans. Of IEE Japan, Vol.120-D, No.10, 1165-1170 # T.Hanamoto, T.Tsuji,Y.Tanaka, Sensorless Speed Control of Cylindrical Type PMSM Using Modified Flux Observer,Proceeding of IPEC 2000 Vol.4, Tokyo, 2104-2108 # T.Hanamoto, T.Tsuji,Y.Tanaka, Comparison of the Control Characteristics of Sensorless Speed Control of Based on the Observer Theory,Proceeding of ICEM 2000 Vol.3, Espoo,1419-1423 # H.Hara,T.Hanamoto, T.Tsuji, Sensor-less Control of BLDCM under Block Pulse Functions and Butterworth Low Pass Filter, Proceeding of ICEM 2000 Vol.3, Espoo, 1424-1427.
!!2005年 #T.Hanamoto, G.Ahamad, T.Tsuji, 'RTLinux based speed control system of SPMSM with an online real time simulator', Proc. Of IPEC Niigata2005, S27-2,pp.1011-1015 #T.Hanamoto, G.Ahamad, T.Tsuji, 'RTLinux based online real time simulator of SPMSM using the block pulse approximation', Proc.
Of PEDS, pp.1118-1122!!2004年 # 花本剛士,池田英広,樋口智之,辻 輝生,田中良明, 係数図法を用いた多慣性共振系の振動抑制速度制御,電気学会論文誌,124-D巻、9号, pp.878~pp.895 # T.Hanamoto, Y.Yoshioka, I.Karube, T.Tsuji,Online Parameter Estimation Method for Three-inertia Systems Using Single Term Block Pulse Functions, Proc. Of ICEE2004, 'OB6-4 # T.Hanamoto, H.Ikeda, T.Tsuji, Y.Tanaka, Sensorless Control of Synchronous Reluctance Motor Using Modified Flux Linkage Observer with an Estimation Error Correct Function, Proc. Of ICEM2004, No.249. Hanamoto and T. Tsuji, 'Digital Speed Control of Multi-Inertia Resonant Ssytem Using Real Time Simulator', Proc. Of ICEMS2007, OTP-21, pp.1881-1886, 2007 #A. Tsuji, 'Very Low Speed Sensorless Vector Control of Synchronous Reluctance Motors with a Novel Startup Scheme', Proc.of 2007 IEEE Applied Power Electronics Conference and Exposition (APEC-2007),pp.396-402, 2007!!2006年 #Tsuyoshi Hanamoto, Ahmad Ghaderi, Teruo Tsuji,'RTLinux Based Speed Control System of SPMSM with An Online Real Time Simulator', IEEJ Trans.
On IA,Vol.126-D No. !!2009年 #Hideaki Iura、Zhe Chen、Kozo Ide、Tsuyoshi Hanamoto、'An Estimation Method of Rotational Direction and Speed for Free running AC Machines without Speed and Voltage Sensor', The 12th International Conference on Electrical Machines and Systems、LS3F-2、5pages #T. Hanamoto、 S.Takanabe、H.
Tsuji、'Digital Hardware Control System of PMSM for High Precision Torque Control with Linear Servo Amplifier'The 12th International Conference on Electrical Machines and Systems、LS2A-1、4pages #H. Tsuji 'Vibration Suppression Controller for 3-Mass System Designed by Particle Swarm Optimization',The 12th International Conference on Electrical Machines and Systems、DS2G7-06、4pages #Tsuyoshi Hanamoto, Ahmad Ghaderi, Muneto Harada, Teruo Tsuji,'Sensorless Speed Control of Synchronous Reluctance Motor Using a Novel Flux Estimator Based on Recursive Fourier Transformation', Proc. Of IEEE-ICIT '09, pp.549-554!!2008年 #Y. Hanamoto 'Estimating of a Multimass System Using the LWTLS and a Coefficient Diagram for Vibration-Controller Design', IEEE Trans.on IA Vol.44,No.2, pp.566-574 #H. Tsuji 'Design of Multi‐Inertia Digital Speed Control System Using TaughiMethod', Proc.
Of ICEM PB.3.9, 6pages(CD-ROM) #T. Tsuji 'Digital Hardware Circuit Using FPGA for Speed Control System of Permanent Magnet Synchronous Motor', Proc. Of ICEM PB.3.18, 5pages(CD-ROM).
戸畑キャンパスで研究室紹介を行いました。 花本研究室に興味を持った学生は,是非@@オープンラボ@@に来てみてください。 来年度の予定テーマです *FPGAを用いた交流電動機駆動系のオンラインリアルタイムシミュレータに関する研究 *パラメータ推定機能を付加した電気移動車のトルクアシスト制御に関する研究 *FPGAを用いたACサーボモータの高精度トルク制御に関する研究 *磁束推定に基づいた同期リラクタンスモータのセンサレス速度制御に関する研究 *係数図を用いた多慣性速度制御系の制御器設計に関する研究 *三相‐単相マトリックスコンバータを用いた重ね抵抗溶接機の高精度制御に関する研究. !!2014-2015 #Hidehiro Ikeda, Hideki Ajishi, Tsuyoshi Hanamoto, 'Application of Fictitious Reference Iterative Tuning to Vibration Suppression Controller for 2- Inertia Resonance System', Proc. Of IECON2015, YF-008451,pp.001825-pp.001830, November (2015) #Ravi Nath Triathi, Tsuyoshi Hanamoto, 'FRIT Based Optimized PI Tuning for dc link Voltage Control of Grid connected Solar PV system', Proc. Of IECON2015, YF-007048,pp.001567-pp.001572, November (2015) #Tsuyoshi Hanamoto, Norhisam Bin Misron, Saman Toosi, 'DDPWM-Based Power Conversion System Using Three to Four Phase Matrix Converter for Stand-alone Power System', Proc.
Of IECON2015, YF-020222,pp.004424-pp.004429, November (2015) #Saman Toosi, Norhisam Misron,Tsuyoshi Hanamoto,Ishak Aris,Mohd Amran Mohd Radzi,and Hiroaki Yamada, 'The Study of Operation Modes and Control Strategies of a Multidirectional MC for Battery Based System', Hindawi Publishing Corporation, Mathematical Problems in Engineering, Volume 2015, Article ID 452740, 14 pages #Charles Ronald Harahap, Tsuyoshi Hanamoto,'FRIT Based PI Tuning for Speed Control of PMSM using FPGA for High Frequency SiC MOSFET Inverter', Proc. Of 4th International Conference on Informatics, Electronics & Vision, No.102, 5 page (2015) #Takahiro Saeki, Kozo Ide, Yoshiyasu Takase, Hideaki Iura, Shinya Morimoto, Tsuyoshi Hanamoto, 'Robust Active Damping Method for a PWM Converter Operating with an Unknown Inductance on the Power Grid', IEEJ Journal of Industry Applications, Vol. YAMADA,'DETERMINATION OF TRIGGERING ANGLE THROUGH A NOVEL GRAPHICAL METHOD ANALYSIS',Journal of Engineering Science and Technology,Special Issue on Applied Engineering and Sciences, October (2014) pp.90-97 #K.
NORHISAM,'STUDY OF MATRIX CONVERTER BASED UNIFIED POWER FLOW CONTROLLER APPLIED PI-D CONTROLLER',Journal of Engineering Science and Technology,Special Issue on Applied Engineering and Sciences, October (2014) pp.30-38 #S. YAMADA,'CONFIGURATIONS COMPARISON OF MULTI DIRECTIONAL MATRIX CONVERTER FOR LOW POWER APPLICATION',Journal of Engineering Science and Technology,Special Issue on Applied Engineering and Sciences, October (2014) pp.1-10 #Saman Toosi, Norhisam Misron, Tsuyoshi Hanamoto, Ishak Bin Aris,Mohd Amran Mohd Radzi, and Hiroaki Yamada,'Novel Modulation Method for Multidirectional Matrix Converter',Scientific World Journal,Volume 2014, Article ID 645734, 12 pages,(2014) #T. Norhisam,'DDPWM based Power Conversion system Uing Matrix Converter for Isolated Power Supply',8th Asia-Pacific Symposium on Applied Electromagnetic and Mechanics, 11-3,pp.117-118, 2014 #S. Yoshihito and N. 5月18日~5月21日に開催された,the 2014 International Power Electronics Conference -ECCE Asia- に参加して以下の題目で発表してきました。 'Position Sensorless Start-Up Method of Surface Permanent Magnet Synchronous Motor Using Nonlinear Rotor Position Observer' Tsuyoshi Hanamoto, Hiroaki Yamada, Yoshihiro Okuyama 'A Novel Method of Suppressing Inrush Currents of Squirrel-Cage Induction Machine Using Matrix Converter in Wind Power Generation Systems' Hiroaki Yamada, Tsuyoshi Hanamoto 'Design of m-IPD Controller of Multi-Inertia System Using Differential Evolution' Hidehiro Ikeda, Tsuyoshi Hanamoto. December 2005 [[27 December 2005]] [[23 December 2005]] [[22 December 2005]] [[20 December 2005]] [[19 December 2005]] [[16 December 2005]] [[15 December 2005]] [[14 December 2005]] [[12 December 2005]] [[11 December 2005]] [[7 December 2005]] [[6 December 2005]]! November 2005 [[25 November 2005]] [[24 November 2005]] [[22 November 2005]] [[18 November 2005]] [[17 November 2005]] [[16 November 2005]] [[15 November 2005]] [[14 November 2005]] [[11 November 2005]] [[10 November 2005]] [[8 November 2005]] [[7 November 2005]] [[4 November 2005]] [[2 November 2005]] [[1 Nov 2005]]!
October 2005 [[31 Oct 2005]] [[29 Oct 2005]] [[28 Oct 2005]] [[27 Oct 2005]].
• • • DNA sequencing is the process of determining the precise order of within a molecule. It includes any method or technology that is used to determine the order of the four bases—,,, and —in a strand of DNA. The advent of rapid DNA sequencing methods has greatly accelerated biological and medical research and discovery. Knowledge of DNA sequences has become indispensable for basic biological research, and in numerous applied fields such as,,, and biological. The rapid speed of sequencing attained with modern DNA sequencing technology has been instrumental in the sequencing of complete DNA sequences, or of numerous types and species of life, including the and other complete DNA sequences of many animal, plant, and species.
Contents • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • Applications [ ] DNA sequencing may be used to determine the sequence of individual, larger genetic regions (i.e. Clusters of genes or ), full chromosomes or, of any organism. DNA sequencing is also the most efficient way to sequence or (via their ).
In fact, DNA sequencing has become a key technology in many areas of biology and other sciences such as medicine,,. Molecular biology [ ] Sequencing is used in to study genomes and the proteins they encode. Information obtained using sequencing allows researchers to identify changes in genes, associations with diseases and phenotypes, and identify potential drug targets.
Evolutionary biology [ ] Since DNA is an informative macromolecule in terms of transmission from one generation to another, DNA sequencing is used in to study how different organisms are related and how they evolved. Metagenomics [ ]. Main article: The field of involves identification of organisms present in a body of water,, dirt, debris filtered from the air, or swab samples from organisms. Knowing which organisms are present in a particular environment is critical to research in,,, and other fields. Sequencing enables researchers to determine which types of microbes may be present in a, for example. Medicine [ ] Medical technicians may sequence genes (or, theoretically, full genomes) from patients to determine if there is risk of genetic diseases.
This is a form of, though some genetic tests may not involve DNA sequencing. Forensics [ ] DNA sequencing may be used along with methods for and. 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 one another. Testing DNA is a technique in which can detect specific genomes in a DNA strand to produce a unique and individualized pattern.
Every living organism ever created has a one of a kind DNA pattern, which can be determined through DNA testing. It's extremely rare that two people have exactly the same DNA pattern, therefore DNA testing is highly successful. The four canonical bases [ ]. Main article: The canonical structure of DNA has four bases: (T), (A), (C), and (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, ), cytosine may be replaced by hydroxy methyl or hydroxy methyl glucose cytosine. In mammalian DNA, variant bases with groups or phosphosulfate may be found. Depending on the sequencing technique, a particular modification, e.g., the 5mC () common in humans, may or may not be detected. History [ ] Discovery of DNA structure and function [ ] Deoxyribonucleic acid () was first discovered and isolated by in 1869, but it remained understudied for many decades because proteins, rather than DNA, were thought to hold the genetic blueprint to life. This situation changed after 1944 as a result of some experiments by,, and 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.
In 1953, and put forward their model of DNA, based on crystallized X-ray structures being studied. 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 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. A pioneer of sequencing. Sanger is one of the few scientists who was awarded two Nobel prizes, one for the, and the other for the sequencing of DNA. The foundation for sequencing proteins was first laid by the work of who by 1955 had completed the sequence of all the amino acids in, 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 greatly electrified 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 Fred Sanger in October 1954, Crick began to develop 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. 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 of, identified and published by and his coworkers at the (, ), in 1972 and 1976. Traditional RNA sequencing methods require the creation of a molecule which must be sequenced. Early DNA sequencing methods [ ] The first method for determining DNA sequences involved a location-specific primer extension strategy established by at in 1970.
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. Between 1970 and 1973, Wu, R Padmanabhan and colleagues demonstrated that this method can be employed to determine any DNA sequence using synthetic location-specific primers.
Then adopted this primer-extension strategy to develop more rapid DNA sequencing methods at the,, UK and published a method for 'DNA sequencing with chain-terminating inhibitors' in 1977. And at also developed sequencing methods, including one for 'DNA sequencing by chemical degradation'. In 1973, Gilbert and Maxam reported the sequence of 24 basepairs using a method known as wandering-spot analysis. Advancements in sequencing were aided by the concurrent development of technology, allowing DNA samples to be isolated from sources other than viruses. Sequencing of full genomes [ ]. The 5,386 bp genome of. Each coloured block represents a gene.
The first full DNA genome to be sequenced was that of in 1977. Scientists deciphered the complete DNA sequence of the 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. A non-radioactive method for transferring the DNA molecules of sequencing reaction mixtures onto an immobilizing matrix during electrophoresis was developed by Pohl and co-workers in the early 1980s.
Followed by the commercialization of the DNA sequencer 'Direct-Blotting-Electrophoresis-System GATC 1500' by, which was intensively used in the framework of the EU genome-sequencing programme, the complete DNA sequence of the yeast chromosome II. 's laboratory at the announced the first semi-automated DNA sequencing machine in 1986. This was followed by ' marketing of the first fully automated sequencing machine, the ABI 370, in 1987 and by Dupont's Genesis 2000 which used a novel fluorescent labeling technique enabling all four dideoxynucleotides to be identified in a single lane. By 1990, the U.S. (NIH) had begun large-scale sequencing trials on,,, and at a cost of US$0.75 per base.
Meanwhile, sequencing of human sequences called began in 's lab, an attempt to capture the coding fraction of the. In 1995, Venter,, and colleagues at (TIGR) published the first complete genome of a free-living organism, the bacterium. The circular chromosome contains 1,830,137 bases and its publication in the journal Science marked the first published use of whole-genome shotgun sequencing, eliminating the need for initial mapping efforts.
By 2001, shotgun sequencing methods had been used to produce a draft sequence of the human genome. High-throughput sequencing (HTS) methods [ ] Several new methods for DNA sequencing were developed in the mid to late 1990s and were implemented in commercial by the year 2000. Together these were called the 'next-generation' or 'second-generation' sequencing methods. On October 26, 1990,, 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).
In 1996, and his student at the Royal Institute of Technology in published their method of. On April 1, 1997, Pascal Mayer and Laurent Farinelli submitted patents to the World Intellectual Property Organization describing DNA colony sequencing. The DNA sample preparation and random surface-PCR arraying methods described in this patent, coupled to Roger Tsien et al.' S 'base-by-base' sequencing method, is now implemented in 's Hi-Seq genome sequencers.
Lynx Therapeutics published and marketed (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 no were sold to independent laboratories. The large quantities of data produced by DNA sequencing have also required development of new methods and programs for sequence analysis. Phil Green and Brent Ewing of the University of Washington described their for sequencer data analysis in 1998.
Basic methods [ ] Maxam-Gilbert sequencing [ ]. Main article: and published a DNA sequencing method in 1977 based on chemical modification of DNA and subsequent cleavage at specific bases. 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. 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 denaturing acrylamide 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. Chain-termination methods [ ].
Main article: The developed by and coworkers in 1977 soon became the method of choice, owing to its relative ease and reliability. 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 of. 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 the in 2001, ushering in the age of.
Intel Hd Graphics 4000 Драйвер Windows 10. 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. Advanced methods and de novo sequencing [ ]. Genomic DNA is fragmented into random pieces and cloned as a bacterial library. DNA from individual bacterial clones is sequenced and the sequence is assembled by using overlapping DNA regions.(click to expand) Large-scale sequencing often aims at sequencing very long DNA pieces, such as whole, although large-scale sequencing can also be used to generate very large numbers of short sequences, such as found in.
For longer targets such as chromosomes, common approaches consist of cutting (with ) or shearing (with mechanical forces) large DNA fragments into shorter DNA fragments. The fragmented DNA may then be into a and amplified in a bacterial host such as.
Short DNA fragments purified from individual bacterial colonies are individually sequenced and 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. 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'. Pudhupettai Tamil Movie Download Single Part. Gaps in the assembled sequence may be filled.
The different strategies have different tradeoffs in speed and accuracy; are often used for sequencing large genomes, but its assembly is complex and difficult, particularly with often causing gaps in genome assembly. Most sequencing approaches use an in vitro cloning step to amplify individual DNA molecules, because their molecular detection methods are not sensitive enough for single molecule sequencing. Emulsion PCR isolates individual DNA molecules along with primer-coated beads in aqueous droplets within an oil phase. A (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 by ), Shendure and Porreca et al.
(also known as ') and, (developed by, later, now ). Emulsion PCR is also used in the GemCode and Chromium platforms developed. Shotgun sequencing [ ]. Main article: 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, the sequences can be reassembled on the basis of their overlapping regions. Bridge PCR [ ] Another method for clonal amplification is bridge PCR, in which fragments are amplified upon primers attached to a solid surface and form ' or 'DNA clusters'. This method is used in the Genome Analyzer. Single-molecule methods, such as that developed by 's laboratory (later commercialized by ) are an exception: they use bright fluorophores and laser excitation to detect base addition events from individual DNA molecules fixed to a surface, eliminating the need for molecular amplification. High-throughput methods [ ]. Multiple, fragmented sequence reads must be assembled together on the basis of their overlapping areas.
High-throughput (formerly 'next-generation') sequencing applies to genome sequencing, genome resequencing, profiling (), DNA-protein interactions (), and characterization. Resequencing is necessary, because the genome of a single individual of a species will not indicate all of the genome variations among other individuals of the same species. The high demand for low-cost sequencing has driven the development of high-throughput sequencing technologies that the sequencing process, producing thousands or millions of sequences concurrently. High-throughput sequencing technologies are intended to lower the cost of DNA sequencing beyond what is possible with standard dye-terminator methods.
In ultra-high-throughput sequencing as many as 500,000 sequencing-by-synthesis operations may be run in parallel. Comparison of high-throughput sequencing methods Method Read length Accuracy (single read not consensus) Reads per run Time per run Cost per 1 million bases (in US$) Advantages Disadvantages Single-molecule real-time sequencing (Pacific Biosciences) 10,000 bp to 15,000 bp avg (14,000 bp ); maximum read length >40,000 bases 87% single-read accuracy 50,000 per SMRT cell, or 500–1000 megabases 30 minutes to 4 hours $0.13–$0.60 Longest read length. Detects 4mC, 5mC, 6mA. Moderate throughput. Equipment can be very expensive. Ion semiconductor (Ion Torrent sequencing) up to 400 bp 98% up to 80 million 2 hours $1 Less expensive equipment. Homopolymer errors.
Pyrosequencing (454) 700 bp 99.9% 1 million 24 hours $10 Long read size. 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 $0.05 to $0.15 Potential for high sequence yield, depending upon sequencer model and desired application. Equipment can be very expensive.
Requires high concentrations of DNA. Sequencing by ligation (SOLiD sequencing) 50+35 or 50+50 bp 99.9% 1.2 to 1.4 billion 1 to 2 weeks $0.13 Low cost per base. Slower than other methods. Has issues sequencing palindromic sequences. Nanopore Sequencing ) Dependent on library prep, not the device, so user chooses read length.
(up to 500 kb reported) ~92–97% single read (up to 99.96% consensus) dependent on read length selected by user data streamed in real time. Choose 1 min to 48 hrs $500–999 per Flow Cell, base cost dependent on expt Very long reads, Portable (Palm sized) Lower throughput than other machines, Single read accuracy in 90s. Chain termination (Sanger sequencing) 400 to 900 bp 99.9% N/A 20 minutes to 3 hours $2400 Long individual reads. 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. Massively parallel signature sequencing (MPSS) [ ] The first of the high-throughput sequencing technologies, (or MPSS), was developed in the 1990s at Lynx Therapeutics, a company founded in 1992 by and.
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 by ) in 2004, leading to the development of sequencing-by-synthesis, a simpler approach acquired from, 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 sequencing for measurements of levels. Polony sequencing [ ].
Main article: The method, developed in the laboratory of at Harvard, was among the first high-throughput sequencing systems and was used to sequence a full genome in 2005. It combined an in vitro paired-tag library with emulsion PCR, an automated microscope, and ligation-based sequencing chemistry to sequence an E. Coli genome at an accuracy of >99.9999% and a cost approximately 1/9 that of Sanger sequencing. The technology was licensed to Agencourt Biosciences, subsequently spun out into Agencourt Personal Genomics, and eventually incorporated into the SOLiD platform. Applied Biosystems was later acquired by, now part of. 454 pyrosequencing [ ].
Main article: A parallelized version of was developed by, which has since been acquired. 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 many -volume wells each containing a single bead and sequencing enzymes. Pyrosequencing uses to generate light for detection of the individual nucleotides added to the nascent DNA, and the combined data are used to generate sequence.
This technology provides intermediate read length and price per base compared to Sanger sequencing on one end and Solexa and SOLiD on the other. Illumina (Solexa) sequencing [ ].
Main article:, now part of, was founded by and in 1998, and developed a sequencing method based on reversible dye-terminators technology, and engineered polymerases. The reversible terminated chemistry concept was invented by Bruno Canard and Simon Sarfati at the Pasteur Institute in Paris. It was developed internally at Solexa by those named on the relevant patents. In 2004, Solexa acquired the company in order to gain a massivelly parallel sequencing technology invented in 1997 by Pascal Mayer and Laurent Farinelli. 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.
Later merged with Lynx to form Solexa Inc. An Illumina HiSeq 2500 sequencer In this method, DNA molecules and primers are first attached on a slide or flow cell and amplified with 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 the 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.
An Illumina MiSeq sequencer 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 1x per hour per instrument, and 1 human genome re-sequenced (at approx. 30x) per day per instrument (equipped with a single camera). SOLiD sequencing [ ]. Main article: ' (now a brand) SOLiD technology employs. 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 by for matching sequences results in a signal informative of the nucleotide at that position. 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.
The result is sequences of quantities and lengths comparable to Illumina sequencing. This method has been reported to have some issue sequencing palindromic sequences. Ion Torrent semiconductor sequencing [ ].
Main article: Ion Torrent Systems Inc. (now owned by ) 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 of that are released during the of, 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 of. If the introduced nucleotide is 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.
If 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. Main article: is a type of high throughput sequencing technology used to determine the entire of an organism. The company uses this technology to sequence samples submitted by independent researchers.
The method uses to amplify small fragments of genomic DNA into DNA nanoballs. Unchained sequencing by ligation is then used to determine the nucleotide sequence. This method of DNA sequencing allows large numbers of DNA nanoballs to be sequenced per run and at low costs compared to other high-throughput sequencing platforms. However, only short sequences of DNA are determined from each DNA nanoball which makes mapping the short reads to a difficult. This technology has been used for multiple genome sequencing projects and is scheduled to be used for more. Heliscope single molecule sequencing [ ]. Main article: Heliscope sequencing is a method of single-molecule sequencing developed.
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. The reads are short, averaging 35 bp. In 2009 a human genome was sequenced using the Heliscope, however in 2012 the company went bankrupt. Single molecule real time (SMRT) sequencing [ ]. Main article: 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 to (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. 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.
SMRT sequencing is referred to as ' or 'long-read' sequencing. Nanopore DNA sequencing [ ]. Main article: 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 ' or 'long-read' sequencing, along with SMRT sequencing. Early industrial research into this method was based on a technique called 'Exonuclease sequencing', where the readout of electrical signals occurring at nucleotides passing by alpha- pores covalently bound with. However the subsequently commercial method, 'strand sequencing' sequencing DNA bases in an intact strand. 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 ∝-, MspA (Mycobacterium Smegmatis Porin A) or CssG, which show great promise given their ability to distinguish between individual and groups of nucleotides. 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. 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. 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. 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. Methods in development [ ] DNA sequencing methods currently under development include reading the sequence as a DNA strand transits through (a method that is now commercial but subsequent generations such as solid-state nanopores are still in development), and microscopy-based techniques, such as or 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. 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. Tunnelling currents DNA sequencing [ ] 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, allowing differentiation between different bases.
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. Sequencing by hybridization [ ] is a non-enzymatic method that uses a. 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.
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. 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. 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.
Sequencing with mass spectrometry [ ] may be used to determine DNA sequences. Matrix-assisted laser desorption ionization time-of-flight mass spectrometry, or, 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. 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 find in human DNA samples to identify individuals. These samples may be highly degraded so forensic researchers often prefer 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 a database and from bones found in mass graves of World War I soldiers. Early chain-termination and TOF MS methods demonstrated read lengths of up to 100 base pairs. Researchers have been unable to exceed this average read size; like chain-termination sequencing alone, MS-based DNA sequencing may not be suitable for large de novo sequencing projects. Even so, a recent study did use the short sequence reads and mass spectroscopy to compare single-nucleotide polymorphisms in pathogenic strains. Microfluidic Sanger sequencing [ ]. Main article: In microfluidic Sanger 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.
In some instances researchers have shown that they can increase the throughput of conventional sequencing through the use of microchips. Research will still need to be done in order to make this use of technology effective. Microscopy-based techniques [ ]. Main article: 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. RNAP sequencing [ ] This method is based on use of (RNAP), which is attached to a 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. A comparison is made between regions and sequence information is deduced by comparing the known sequence regions to the unknown sequence regions.
In vitro virus high-throughput sequencing [ ] A method has been developed to analyze full sets of using a combination of 454 pyrosequencing and an in vitro virus method. Specifically, this method covalently links proteins of interest to the mRNAs encoding them, then detects the mRNA pieces using reverse transcription. 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 of in vivo conditions. Sample preparation [ ] The success of any DNA sequencing protocol relies upon the DNA or RNA sample extraction and preparation from the biological material of interest. • A successful DNA extraction will yield a DNA sample with long, non-degraded strands.
• A successful RNA extraction will yield a RNA sample that should be converted to complementary DNA (cDNA) using reverse transcriptase—a DNA polymerase that synthesizes a complementary DNA based on existing strands of RNA in a PCR-like manner. Complementary DNA can then be processed the same way as genomic DNA. According to the sequencing technology to be used, the samples resulting from either the DNA or the RNA extraction require further preparation.
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. The latter methods have become a common approach to studies (RNAseq), allowing the expression levels of RNAs to be determined for the tissue selected.
Development initiatives [ ]. Total cost of sequencing a human genome over time as calculated by the. In October 2006, the established an initiative to promote the development of technologies, called the, 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.'
Each year the, or NHGRI, promotes grants for new research and developments in. 2010 grants and 2011 candidates include continuing work in microfluidic, polony and base-heavy sequencing methodologies. Computational challenges [ ] The sequencing technologies described here produce raw data that needs to be assembled into longer sequences such as complete genomes (). 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 as and. Other challenges have to deal with 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 particular. The production of raw sequence data is only the beginning of its detailed analysis.
Yet new methods for sequencing and correcting sequencing errors were developed. Read trimming [ ] 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. This is a partial list of the trimming algorithms currently available, specifying the algorithm class they belong to: Read Trimming Algorithms Name of algorithm Type of algorithm Link Cutadapt Running sum ConDeTri Window based ERNE-FILTER Running sum FASTX quality trimmer Window based PRINSEQ Window based Trimmomatic Window based SolexaQA Window based SolexaQA-BWA Running sum Sickle Window based Ethical issues [ ].
Main article: Human genetics have been included within the field of since the early 1970s 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. Regarding the DNA molecule itself, the leading legal case on this topic, (1990) ruled that individuals have no property rights to discarded cells or any profits made using these cells (for instance, as a patented ). 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.
As DNA sequencing becomes more widespread, the storage, security and sharing of genomic data has also become more important. 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. In May 2008, the (GINA) was signed in the United States, prohibiting discrimination on the basis of genetic information with respect to health insurance and employment.
In 2012, the US reported that existing privacy legislation for DNA sequencing data such as GINA and the 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. Ethical issues have also been raised by the increasing use of genetic variation screening, both in newborns, and in adults by companies such as. It has been asserted that screening for genetic variations can be harmful, increasing in individuals who have been found to have an increased risk of disease. For example, in one case noted in, doctors screening an ill baby for genetic variants chose not to inform the parents of an unrelated variant linked to due to the harm it would cause to the parents.
However, a 2011 study in has shown that individuals undergoing disease risk profiling did not show increased levels of anxiety. See also [ ].