人类基因组结构变异检测方法
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  • 英文篇名:The Detection Methods of Human Genome Structural Variations
  • 作者:杨金晶 ; 李成 ; 孙啸
  • 英文作者:Yang Jinjing;Li Cheng;Sun Xiao;State Key Laboratory of Bioelectronics, College of Biological Science and Medical Engineering, Southeast University;
  • 关键词:结构变异 ; 测序片段 ; 第二代测序技术 ; 长片段测序技术 ; 光学物理图谱技术
  • 英文关键词:Structural variations;;Sequencing reads;;Next generation sequencing;;Long reads sequencing;;Optics physical maps
  • 中文刊名:GXNB
  • 英文刊名:Genomics and Applied Biology
  • 机构:东南大学生物科学与医学工程学院生物电子学国家重点实验室;
  • 出版日期:2019-03-25
  • 出版单位:基因组学与应用生物学
  • 年:2019
  • 期:v.38
  • 基金:江苏省重点研发计划(BE2016002-3)资助
  • 语种:中文;
  • 页:GXNB201903011
  • 页数:10
  • CN:03
  • ISSN:45-1369/Q
  • 分类号:82-91
摘要
本研究介绍了基因组结构变异检测的生物信息学基本方法和前沿技术。对基于第二代测序技术的四种检测方法(读对方法,读深方法,分裂片段方法和序列拼接方法)的原理和特点进行了详细解读,分析了第二代测序技术应用在检测结构变异上的特点与发展趋势。最后介绍了三代测序、Linked-reads和光学物理图谱等新技术在基因组结构变异检测中的应用,论述了融合新技术的结构变异检测方法的特点与优势。
        The basic methods and frontier technologies of genome structural variations detection were introduced in this paper. The principles and features of the 4 detection methods(Read-pair method, Read-depth method, Spiltread method and Sequence Assembly method) based on next generation sequencing technology were elaborated and the characteristics and development trend of the next generation sequencing technology on detecting structural variations were analyzed. Finally, some new technologies and their applications in detecting genome structural variations were introduced, including the third generation sequencing, linked-reads and optics physical maps. The features and advantages of the detection methods mixed with new technologies were discussed.
引文
Abyzov A.,and Gerstein M.,2011,AGE:defining breakpoints of genomic structural variants at single-nucleotide resolution,through optimal alignments with gap excision,Bioinformatics,27(5):595-603
    Abyzov A.,Urban A.E.,Snyder M.,and Gerstein M.,2011,CN-Vnator:an approach to discover,genotype,and characterize typical and atypical CNVs from family and population genome sequencing,Genome Research,21(6):974-984
    Alkan C.,Coe B.P.,and Eichler E.E.,2011,Genome structural variation discovery and genotyping,Nature Reviews Genetics,12(5):363-376
    Campbell P.J.,Stephens P.J.,Pleasance E.D.,O'Meara S.,Li H.,Santarius T.,Stebbings L.A.,Leroy C.,Edkins S.,Hardy C.,Teague J.W.,Menzies A.,Goodhead I.,Turner D.J.,Clee C.M.,Quail M.A.,Cox A.,Brown C.,Durbin R.,Hurles M.E.,Edwards P.A.W.,Bignell G.R.,Stratton M.R.,and Futreal P.A.,2008,Identification of somatically acquired rearrangements in cancer using genome-wide massively parallel pairedend sequencing,Nature Genetics,40(6):722-729
    Chaisson M.J.,Wilson R.K.,and Eichler E.E.,2015,Genetic variation and the de novo assembly of human genomes,Nature Reviews Genetics,16(11):627-640
    Check E.,2005,Human genome:patchwork people,Nature,437(7062):1084-1086
    Chen K.,Wallis J.W.,McLellan M.D.,Larson D.E.,Kalicki J.M.,Pohl C.S.,McGrath S.D.,Wendl M.C.,Zhang Q.,Locke D.P.,Shi X.,Fulton R.S.,Ley T.J.,Wilson R.K.,Ding L.,and Mardis E.R.,2009,Break dancer:an algorithm for high-resolution mapping of genomic structural variation,Nature Methods,6(9):677-681
    Cheng C.,Zhou Y.,Li H.,Xiong T.,Li S.,Bi Y.,Kong P.,Wang F.,Cui H.,Li Y.,Fang X.,Yan T.,Li Y.,Wang J.,Yang B.,Zhang L.,Jia Z.,Song B.,Hu X.,Yang J.,Qiu H.,Zhang G.,Liu J.,Xu E.,Shi R.,Zhang Y.,Liu H.,He C.,Zhao Z.,Qian Y.,Rong R.,Han Z.,Zhang Y.,Luo W.,Wang,J.,Peng S.,Yang X.,Li X.,Li L.,Fang H.,Liu X.,Ma L.,Chen Y.,Guo S.,Chen X.,Xi Y.,Li G.,Liang J.,Yang X.,Guo J.,Jia J.,Li Q.,Cheng X.,Zhan Q.,and Cui Y.,2016,Whole-genome sequencing reveals diverse models of structural variations in esophageal squamous cell carcinoma,American Journal of Human Genetics,98(2):256-274
    Cooper G.M.,Nickerson D.A.,and Eichler E.E.,2007,Mutational and selective effects on copy-number variants in the human genome,Nature Genetics,39(7S):22-29
    Falchi M.,El-Sayed Moustafa J.S.,Takousis P.,Pesce F.,Bonnefond A.,Andersson-Assarsson J.C.,Sudmant P.H.,Dorajoo R.,Al-Shafai M.N.,Bottolo L.,Ozdemir E.,So H.C.,Davies R.W.,Patrice A.,Dent R.,Mangino M.,Hysi P.G.,Dechaume A.,Huyvaert M.,Skinner J.,Pigeyre M.,Caiazzo R.,Raverdy V.,Vaillant E.,Field S.,Balkau B.,Marre M.,Visvikis-Siest S.,Weill J.,Poulain-Godefroy O.,Jacobson P.,Sjostrom L.,Hammond C.J.,Deloukas P.,Sham P.C.,McPherson R.,Lee J.,Tai E.S.,Sladek R.,Carlsson L.M.,Walley A.,Eichler E.E.,Pattou F.,Spector T.D.,and Froguel P.,2014,Low copy number of the salivary amylase gene predisposes to obesity,Nature Genetics,46(5):492-497
    Feuk L.,Carson A.R.,and Scherer S.W.,2006,Structural variation in the human genome,Nature Reviews,Genetics,7(2):85-97
    Genomes Project C.,Abecasis G.R.,Auton A.,Brooks L.D.,DePristo M.A.,Durbin R.M.,Handsaker R.E.,Kang H.M.,Marth G.T.,and McVean G.A.,2012,An integrated map of genetic variation from 1 092 human genomes,Nature,491(7422):56-65
    George J.,Lim J.S.,Jang S.J.,Cun Y.,Ozretic L.,Kong G.,Leenders F.,Lu X.,Fernandez-Cuesta L.,Bosco G.,Muller C.,Dahmen I.,Jahchan N.S.,Park K.S.,Yang D.,Karnezis A.N.,Vaka D.,Torres A.,Wang M.S.,Korbel J.O.,Menon R.,Chun S.M.,Kim D.,Wilkerson M.,Hayes N.,Engelmann D.,Putzer B.,Bos M.,Michels S.,Vlasic I.,Seidel D.,Pinther B.,Schaub P.,Becker C.,Altmuller J.,Yokota J.,Kohno T.,I-wakawa R.,Tsuta K.,Noguchi M.,Muley T.,Hoffmann H.,Schnabel P.A.,Petersen I.,Chen Y.,Soltermann A.,Tischler V.,Choi C.M.,Kim Y.H.,Massion P.P.,Zou Y.,Jovanovic D.,Kontic M.,Wright G.M.,Russell P.A.,Solomon B.,Koch I.,Lindner M.,Muscarella L.A.,la Torre A.,Field J.K.,Jakopovic M.,Knezevic J.,Castanos-Velez E.,Roz L.,Pastorino U.,Brustugun O.T.,Lund-Iversen M.,Thunnissen E.,Kohler J.,Schuler M.,Botling J.,Sandelin M.,Sanchez-Cespedes M.,Salvesen H.B.,Achter V.,Lang U.,Bogus M.,Schneider P.M.,Zander T.,Ansen S.,Hallek M.,Wolf J.,Vingron M.,Yatabe Y.,Travis W.D.,Nurnberg P.,Reinhardt C.,Perner S.,Heukamp L.,Buttner R.,Haas S.A.,Brambilla E.,Peifer M.,Sage J.,and Thomas R.K.,2015,Comprehensive genomic profiles of small cell lung cancer,Nature,524(7563):47-53
    Gonzalez E.,Kulkarni H.,Bolivar H.,Mangano A.,Sanchez R.,Catano G.,Nibbs R.J.,Freedma B.I.,Quinones M.P.,Bam shad M.J.,Murthy K.K.,Rovin B.H.,Bradley W.,Clark R.A.,Anderson S.A.,O'Connell R.J.,Agan B.K.,Ahuja S.S.,Bologna R.,Sen L.,Dolan M.J.,and Ahuja S.K.,2005,The influence of CCL3L1 gene-containing segmental duplications on HIV-1/AIDS susceptibility,Science,307(5714):1434-1440
    Handsaker R.E.,Korn J.M.,Nemesh J.,and Mc Carroll S.A.,2011,Discovery and genotyping of genome structural polymorphism by sequencing on a population scale,Nature Genetics,43(3):269-276
    Huddleston J.,and Eichler E.E.,2016,An incomplete understanding of human genetic variation,Genetics,202(4):1251-1254
    Hurles M.E.,Dermitzakis E.T.,and Tyler-Smith C.,2008,The functional impact of structural variation in humans,Trends in Genetics Tig,24(5):238-245
    Iafrate A.J.,Feuk L.,Rivera M.N.,Listewnik M.L.,Donahoe P.K.,Qi Y.,Scherer S.W.,and Lee C.,2004,Detection of largescale variation in the human genome,Nature Genetics,36(9):949-951
    Kitzman J.O.,2016,Haplotypes drop by drop,Nature Biotechnology,34(3):296-298
    Koolen D.A.,Vissers L.E.,Pfundt R.,de Leeuw N.,Knight S.J.,Regan R.,Kooy R.F.,Reyniers E.,Romano C.,Fichera M.,Schinzel A.,Baumer A.,Anderlid B.M.,Schoumans J.,Knoers N.V.,van Kessel A.G.,Sistermans E.A.,Veltman J.A.,Brunner H.G.,and de Vries B.B.,2006,A new chromosome 17q21.31 microdeletion syndrome associated with a common inversion polymorphism,Nature Genetics,38(9):999-1001
    Korbel J.O.,Urban A.E.,Affourtit J.P.,Godwin B.,Grubert F.,Simons J.F.,Kim P.M.,Palejev D.,Carriero N.J.,Du L.,Taillon B.E.,Chen Z.,Tanzer A.,Saunders A.C.,Chi J.,Yang F.,Carter N.P.,Hurles M.E.,Weissman S.M.,Harkins T.T.,Gerstein M.B.,Egholm M.,and Snyder M.,2007,Paired-end mapping reveals extensive structural variation in the human genome,Science,318(5849):420-426
    Li R.,Zhu H.,Ruan J.,Qian W.,Fang X.,Shi Z.,Li Y.,Li S.,Shan G.,Kristiansen K.,Li S.,Yang H.,Wang J.,and Wang J.,2010,De novo assembly of human genomes with massively parallel short read sequencing,Genome Research,20(2):265-272
    Lupski J.R.,2015,Structural variation mutagenesis of the human genome:Impact on disease and evolution,Environmental and Molecular Mutagenesis,56(5):419-436
    Mostovoy Y.,Levy-Sakin M.,Lam J.,Lam E.T.,Hastie A.R.,Marks P.,Lee J.,Chu C.,Lin C.,Dzakula Z.,Cao H.,Schlebusch S.A.,Giorda K.,Schnall-Levin M.,Wall J.D.,and Kwok P.Y.,2016,A hybrid approach for de novo human genome sequence assembly and phasing,Nature Methods,13(7):587-590
    Medvedev P.,Fiume M.,Dzamba M.,Smith T.,and Brudno M.,2010,Detecting copy number variation with mated short reads,Genome Research,20(11):1613-1622
    Medvedev P.,Stanciu M.,and Brudno M.,2009,Computational methods for discovering structural variation with next-generation sequencing,Nature Methods,6(11 Suppl):S13-S20
    Mills R.E.,Luttig C.T.,Larkins C.E.,Beauchamp A.,Tsui C.,Pittard W.S.,and Devine S.E.,2006,An initial map of insertion and deletion(INDEL)variation in the human genome,Genome Research,16(9):1182-1190
    Mills R.E.,Walter K.,Stewart C.,Handsaker R.E.,Chen K.,Alkan C.,Abyzov A.,Yoon S.C.,Ye K.,Cheetham R.K.,Chinwalla A.,Conrad D.F.,Fu Y.,Grubert F.,Hajirasouliha I.,Hormozdiari F.,Iakoucheva L.M.,Iqbal Z.,Kang S.,Kidd J.M.,Konkel M.K.,Korn J.,Khurana E.,Kural D.,Lam H.Y.,Leng J.,Li R.,Li Y.,Lin C.Y.,Luo R.,Mu X.J.,Nemesh J.,Peckham H.E.,Rausch T.,Scally A.,Shi X.,Stromberg M.P.,Stutz A.M.,Urban A.E.,Walker J.A.,Wu J.,Zhang Y.,Zhang Z.D.,Batzer M.A.,Ding L.,Marth G.T.,McVean G.,Sebat J.,Snyder M.,Wang J.,Ye K.,Eichler E.E.,Gerstein M.B.,Hurles M.E.,Lee C.,McCarroll S.A.,Korbel J.O.,and Genomes P.,2011,Mapping copy number variation by population-scale genome sequencing,Nature,470(7332):59-65
    Pendleton M.,Sebra R.,Pang A.W.,Ummat A.,Franzen O.,Rausch T.,Stutz A.M.,Stedman W.,Anantharaman T.,Hastie A.,Dai H.,Fritz M.H.,Cao H.,Cohain A.,Deikus G.,Durrett R.E.,Blanchard S.C.,Altman R.,Chin C.S.,Guo Y.,Paxinos E.E.,Korbel J.O.,Darnell R.B.,McCombie W.R.,Kwok P.Y.,Mason C.E.,Schadt E.E.,and Bashir A.,2015,Assembly and diploid architecture of an individual human genome via single-molecule technologies,Nature Methods,12(8):780-786
    Pugh T.J.,Morozova O.,Attiyeh E.F.,Asgharzadeh S.,Wei J.S.,Auclair D.,Carter S.L.,Cibulskis K.,Hanna M.,Kiezun A.,Kim J.,Lawrence M.S.,Lichenstein L.,McKenna A.,Pedamallu C.S.,Ramos A.H.,Shefler E.,Sivachenko A.,Sougnez C.,Stewart C.,Ally A.,Birol I.,Chiu R.,Corbett R.D.,Hirst M.,Jackman S.D.,Kamoh B.,Khodabakshi A.H.,Krzywinski M.,Lo A.,Moore R.A.,Mungall K.L.,Qian J.,Tam A.,Thiessen N.,Zhao Y.,Cole K.A.,Diamond M.,Diskin S.J.,Mosse Y.P.,Wood A.C.,Ji L.,Sposto R.,Badgett T.,London W.B.,Moyer Y.,Gastier-Foster J.M.,Smith M.A.,Guidry Auvil J.M.,Gerhard D.S.,Hogarty M.D.,Jones S.J.,Lander E.S.,Gabriel S.B.,Getz G.,Seeger R.C.,Khan J.,Marra M.A.,Meyerson M.,and Maris J.M.,2013,The genetic landscape of high-risk neuroblastoma,Nature Genetics,45(3):279-284
    Quinlan A.R.,Clark R.A.,Sokolova S.,Leibowitz M.L.,Zhang Y.,Hurles M.E.,Mell J.C.,and Hall I.M.,2010,Genome-wide mapping and assembly of structural variant breakpoints in the mouse genome,Genome Research,20(5):623-635
    Rhoads A.,and Au K.F.,2015,PacBio sequencing and its applications,Genomics,Proteomics and Bioinformatics,13(5):278-289
    Ross M.G.,Russ C.,Costello M.,Hollinger A.,Lennon N.J.,Hegarty R.,Nusbaum C.,and Jaffe D.B.,2013,Characterizing and measuring bias in sequence data,Genome Biology,14(5):R51
    Seo J.S.,Rhie A.,Kim J.,Lee S.,Sohn M.H.,Kim C.U.,Hastie A.,Cao H.,Yun J.Y.,Kim J.,Kuk J.,Park G.H.,Kim J.,Ryu H.,Kim J.,Roh M.,Baek J.,Hunkapiller M.W.,Korlach J.,Shin J.Y.,and Kim C.,2016,De novo assembly and phasing of a Korean human genome,Nature,538(7624):243-247
    Simpson J.T.,Wong K.,Jackman S.D.,Schein J.E.,Jones S.J.,and Birol I.,2009,ABy SS:a parallel assembler for short read sequence data,Genome Research,19(6):1117-1123
    Sperling K.,and Wiesner R.,1972,Rapid banding technique for routine use in human and comparative cytogenetics,Humangenetik,15(4):349
    Sudmant P.H.,Rausch T.,Gardner E.J.,Handsaker R.E.,Abyzov A.,Huddleston J.,Zhang Y.,Ye K.,Jun G.,Fritz M.H.,Konkel M.K.,Malhotra A.,Stutz A.M.,Shi X.,Casale F.P.,Chen J.,Hormozdiari F.,Dayama G.,Chen K.,Malig M.,Chaisson M.J.P.,Walter K.,Meiers S.,Kashin S.,Garrison E.,Auton A.,Lam H.Y.K.,Mu X.J.,Alkan C.,Antaki D.,Bae T.,Cerveira E.,Chines P.,Chong Z.,Clarke L.,Dal E.,Ding L.,Emery S.,Fan X.,Gujral M.,Kahveci F.,Kidd J.M.,Kong Y.,Lameijer E.W.,McCarthy S.,Flicek P.,Gibbs R.A.,Marth G.,Mason C.E.,Menelaou A.,Muzny D.M.,Nelson B.J.,Noor A.,Parrish N.F.,Pendleton M.,Quitadamo A.,Raeder B.,Schadt E.E.,Romanovitch M.,Schlattl A.,Sebra R.,Shabalin A.A.,Untergasser A.,Walker J.A.,Wang M.,Yu F.,Zhang C.,Zhang J.,Zheng-Bradley X.,Zhou W.,Zichner T.,Sebat J.,Batzer M.A.,McCarroll S.A.,Genomes Project C.,Mills R.E.,Gerstein M.B.,Bashir A.,Stegle O.,Devine S.E.,Lee C.,Eichler E.E.,and Korbel J.O.,2015,An integrated map of structural variation in 2 504 human genomes,Nature,526(7571):75-81
    Volik S.,Zhao S.,Chin K.,Brebner J.H.,Herndon D.R.,Tao Q.,Kowbel D.,Huang G.,Lapuk A.,Kuo W.L.,Magrane G.,De Jong P.,Gray J.W.,and Collins C.,2003,End-sequence profiling:sequence-based analysis of aberrant genomes,Proceedings of the National Academy of Sciences of the U-nited States of America,100(13):7696-7701
    Wang J.,Yang Y.,Guo S.,Chen Y.,Yang C.,Ji H.,Song X.,Zhang F.,Jiang Z.,Ma Y.,Li Y.,Du A.,Jin L.,Reveille J.D.,Zou H.,and Zhou X.,2013,Association between copy number variations of HLA-DQA1 and ankylosing spondylitis in the Chinese Han population,Genes and Immunity,14(8):500-503
    Weiss L.A.,Shen Y.P.,Korn J.M.,Arking D.E.,Miller D.T.,Fossdal R.,Saemundsen E.,Stefansson H.,Ferreira M.A.R.,Green T.,Platt O.S.,Ruderfer D.M.,Walsh C.A.,Altshuler D.,Chakravarti A.,Tanzi R.E.,Stefansson K.,Santangelo S.L.,Gusella J.F.,Sklar P.,Wu B.,Daly M.J.,and Consortium A.,2008,Association between microdeletion and microduplication at 16p11.2 and autism,New England Journal of Medicine,358(7):667-675
    Yang T.L.,Chen X.D.,Guo Y.,Lei S.F.,Wang J.T.,Zhou Q.,Pan F.,Chen Y.,Zhang Z.X.,Dong S.S.,Xu X.H.,Yan H.,Liu X.,Qiu C.,Zhu X.Z.,Chen T.,Li M.,Zhang H.,Zhang L.,Drees B.M.,Hamilton J.J.,Papasian C.J.,Recker R.R.,Song X.P.,Cheng J.,and Deng H.W.,2008,Genome-wide copy-number-variation study identified a susceptibility gene,UGT2B17,for osteoporosis,American Journal of Human Genetics,83(6):663-674
    Yang Y.,Chung E.K.,Wu Y.L.,Savelli S.L.,Nagaraja H.N.,Zhou B.,Hebert M.,Jones K.N.,Shu Y.L.,Kitzmiller K.,Blanchong C.A.,McBride K.L.,Higgins G.C.,Rennebohm R.M.,Rice R.R.,Hackshaw K.V.,Roubey R.A.S.,Grossman J.M.,Tsao B.P.,Birmingham D.J.,Rovin B.H.,Hebert L.A.,and Yu C.Y.,2007,Gene copy-number variation and associated polymorphisms of complement component C4 in human systemic lupus erythematosus(SLE):Low copy number is a risk factor for and high copy number is a protective factor against SLE susceptibility in European Americans,American Journal of Human Genetics,80(6):1037-1054
    Ye K.,Schulz M.H.,Long Q.,Apweiler R.,and Ning Z.,2009,Pindel:a pattern growth approach to detect break points of large deletions and medium sized insertions from paired-end short reads,Bioinformatics,25(21):2865-2871
    Yoon S.,Xuan Z.,Makarov V.,Ye K.,and Sebat J.,2009,Sensitive and accurate detection of copy number variants using read depth of coverage,Genome Research,19(9):1586-1592
    Zerbino D.R.,and Birney E.,2008,Velvet:algorithms for de novo short read assembly using de Bruijn graphs,Genome Research,18(5):821-829