Structural and non-coding variants increase the diagnostic yield of clinical whole genome sequencing for rare diseases

被引:10
|
作者
Pagnamenta, Alistair T. [1 ,2 ]
Camps, Carme [1 ,2 ]
Giacopuzzi, Edoardo [1 ,2 ,3 ]
Taylor, John M. [2 ,4 ]
Hashim, Mona [1 ,2 ]
Calpena, Eduardo [2 ,5 ]
Kaisaki, Pamela J. [1 ,2 ]
Hashimoto, Akiko [5 ]
Yu, Jing [1 ,2 ]
Sanders, Edward [5 ]
Schwessinger, Ron [5 ]
Hughes, Jim R. [5 ]
Lunter, Gerton [5 ,6 ]
Dreau, Helene [2 ,7 ]
Ferla, Matteo [1 ,2 ]
Lange, Lukas [1 ,2 ]
Kesim, Yesim [1 ,2 ]
Ragoussis, Vassilis [1 ,2 ]
Vavoulis, Dimitrios V. [1 ,2 ,7 ]
Allroggen, Holger [8 ]
Ansorge, Olaf [9 ]
Babbs, Christian [5 ]
Banka, Siddharth [10 ,11 ]
Banos-Pinero, Benito [4 ]
Beeson, David [5 ,9 ]
Ben-Ami, Tal [12 ]
Bennett, David L. [9 ]
Bento, Celeste [13 ]
Blair, Edward [2 ,14 ]
Brasch-Andersen, Charlotte [15 ,16 ]
Bull, Katherine R. [1 ,17 ]
Cario, Holger [18 ]
Cilliers, Deirdre [14 ]
Conti, Valerio [19 ]
Davies, E. Graham [20 ,21 ]
Dhalla, Fatima [22 ]
Dacal, Beatriz Diez [4 ]
Dong, Yin [5 ,9 ]
Dunford, James E. [23 ]
Guerrini, Renzo [19 ]
Harris, Adrian L. [24 ]
Hartley, Jane [25 ,26 ]
Hollander, Georg [27 ]
Javaid, Kassim [23 ]
Kane, Maureen [28 ]
Kelly, Deirdre [25 ,26 ]
Kelly, Dominic [29 ]
Knight, Samantha J. L. [1 ,2 ]
Kreins, Alexandra Y. [20 ,21 ]
Kvikstad, Erika M. [1 ,2 ]
机构
[1] Univ Oxford, Wellcome Ctr Human Genet, Old Rd Campus,Roosevelt Dr, Oxford OX3 7BN, England
[2] Oxford Univ Hosp NHS Fdn Trust, John Radcliffe Hosp, NIHR Oxford Biomed Res Ctr, Oxford OX3 9DU, England
[3] Human Technopole, Viale Rita Levi Montalcini 1, I-20157 Milan, Italy
[4] Oxford Univ Hosp NHS Fdn Trust, Churchill Hosp, Oxford Genet Labs, Old Rd, Oxford OX3 7LE, England
[5] Univ Oxford, John Radcliffe Hosp, MRC Weatherall Inst Mol Med, Oxford OX3 9DS, England
[6] Univ Groningen, Univ Med Ctr Groningen, POB 72, NL-9700 AB Groningen, Netherlands
[7] Univ Oxford, John Radcliffe Hosp, Oxford Mol Diagnost Ctr, Dept Oncol, Level 4,Headley Way, Oxford OX3 9DU, England
[8] UHCW NHS Trust, Neurosci Dept, Clifford Bridge Rd, Coventry CV2 2DX, England
[9] Univ Oxford, Nuffield Dept Clin Neurosci, Oxford OX3 9DU, England
[10] Univ Manchester, Fac Biol Med & Hlth, Sch Biol Sci, Div Evolut Infect & Genom, Manchester, England
[11] St Marys Hosp, Manchester Ctr Genom Med, Oxford Rd, Manchester M13 9WL, England
[12] Kaplan Med Ctr, Pediat Hematol Oncol Unit, Rehovot, Israel
[13] Hosp Univ Coimbra, Hematol Dept, Coimbra, Portugal
[14] Oxford Univ Hosp NHS Fdn Trust, Oxford Ctr Genom Med, Oxford OX3 7LE, England
[15] Odense Univ Hosp, Univ Southern Denmark, Dept Clin Genet, Odense, Denmark
[16] Univ Southern Denmark, Dept Clin Res, Odense, Denmark
[17] Univ Oxford, Nuffield Dept Med, Oxford OX3 7BN, England
[18] Univ Med Ctr, Dept Pediat & Adolescent Med, Eythstr 24, D-89075 Ulm, Germany
[19] Meyer Childrens Hosp IRCCS, Neurosci Dept, Viale Pieraccini 24, I-50139 Florence, Italy
[20] Great Ormond St Hosp Sick Children, Dept Immunol, 2Nd Floor,20C Guilford St, London WC1N 1DZ, England
[21] UCL Great Ormond St Inst Child Hlth, Zayed Ctr Res, 2Nd Floor,20C Guilford St, London WC1N 1DZ, England
[22] Inst Dev & Regenerat Med, Dept Paediat, IMS-Tetsuya Nakamura Bldg,Old Rd Campus,Roosevelt, Oxford OX3 7TY, England
[23] Nuffield Orthopaed Ctr, Oxford NIHR Musculoskeletal BRC & Nuffield Dept Or, Rheumatol & Musculoskeletal Sci, Old Rd, Oxford OX3 7HE, England
[24] Univ Oxford, Dept Oncol, Old Rd,Campus Res Bldg, Oxford OX3 7DQ, England
[25] Birmingham Womens & Childrens Hosp, Liver Unit, Steelhouse Lane, Birmingham B4 6NH, England
[26] Univ Birmingham, Steelhouse Lane, Birmingham B4 6NH, England
[27] Univ Oxford, John Radcliffe Hosp, Dept Paediat, Childrens Hosp, Level 2, Oxford OX3 9DU, England
[28] Univ Maryland, Sch Pharm, Dept Pharmaceut Sci, Pharm Hall North,Room 623,20 N Pine St, Baltimore, MD 21201 USA
[29] OUH NHS Fdn Trust, Childrens Hosp, NIHR Oxford BRC, Headley Way, Oxford OX3 9DU, England
[30] Northwestern Univ, Feinberg Sch Med, 211 Chicago Ave,MS37, Chicago, IL USA
[31] Univ Oxford, Churchill Hosp, Acad Endocrine Unit, OCDEM, Oxford OX3 7LJ, England
[32] Univ Oxford, Churchill Hosp, Canc & Haematol Ctr, Dept Oncol,Early Phase Clin Trials Unit, Level 2,Adm Area, Oxford OX3 7LJ, England
[33] Univ Oxford, Ludwig Inst Canc Res, Nuffield Dept Clin Med, Old Rd,Campus Res Bldg, Oxford OX3 7DQ, England
[34] St Georges Univ Hosp NHS Fdn Trust, Blackshaw Rd, London SW17 0QT, England
[35] Natl Hosp Neurol & Neurosurg, MRC Ctr Neuromuscular Dis, Queen Sq, London WC1N 3BG, England
[36] UCL Queen Sq Inst Neurol, Dept Neuromuscular Dis, London WC1N 3BG, England
[37] Natl Hosp Neurol & Neurosurg, London WC1N 3BG, England
[38] Univ Oxford, Kennedy Inst, Nuffield Dept Med, Oxford OX3 7BN, England
[39] Yourgene Hlth Headquarters, Skelton House,Lloyd St North,Manchester Sci Pk, Manchester M15 6SH, England
[40] Osaka Univ, Res Inst Microbial Dis, 3-1 Yamadaoka, Suita, Osaka 5650871, Japan
[41] Imperial Coll NHS Trust, Hammersmith Hosp, Dept Haematol, Du Cane Rd, London W12 0HS, England
[42] Univ Oxford, Level 6,West Wing, Oxford OX3 9DU, England
[43] John Radcliffe Hosp, Clin Immunol, Level 4A, Oxford OX3 9DU, England
[44] Eberhard Karls Univ Tubingen, Tubingen Hearing Res Ctr, Dept Otolaryngol Head & Neck Surg, Elfriede Aulhorn Str 5, D-72076 Tubingen, Germany
[45] Oxford Univ Hosp NHS Fdn Trust, John Radcliffe Hosp, Dept Haematol, Level 4, Oxford OX3 9DU, England
[46] Ann & Robert H Lurie Childrens Hosp Chicago, 225 E Chicago Ave, Chicago, IL 60611 USA
[47] John Radcliffe Hosp, Translat Gastroenterol Unit, Oxford OX3 9DU, England
[48] UMC Utrecht, Heidelberglaan 100, NL-3584 CX Utrecht, Netherlands
[49] Univ Med Ctr Gottingen, Inst Human Genet, Heinric Duker Weg 12, D-37073 Gottingen, Germany
[50] Univ Med Ctr Gottingen, Inst Auditory Neurosci & InnerEarLab, Robert Koch Str 40, D-37075 Gottingen, Germany
基金
英国惠康基金;
关键词
Genome sequencing; Rare diseases; Structural variant; Splice site variant; Non-coding; Diagnostic yield; Clinical impact; Bioinformatics pipeline development; Pipeline optimisation; REGULATORY VARIANTS; IDENTIFICATION; MUTATIONS; PATHOGENICITY; FRAMEWORK; MEDICINE; EXOME; GENE; FEATURES; VIEWS;
D O I
10.1186/s13073-023-01240-0
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
BackgroundWhole genome sequencing is increasingly being used for the diagnosis of patients with rare diseases. However, the diagnostic yields of many studies, particularly those conducted in a healthcare setting, are often disappointingly low, at 25-30%. This is in part because although entire genomes are sequenced, analysis is often confined to in silico gene panels or coding regions of the genome.MethodsWe undertook WGS on a cohort of 122 unrelated rare disease patients and their relatives (300 genomes) who had been pre-screened by gene panels or arrays. Patients were recruited from a broad spectrum of clinical specialties. We applied a bioinformatics pipeline that would allow comprehensive analysis of all variant types. We combined established bioinformatics tools for phenotypic and genomic analysis with our novel algorithms (SVRare, ALTSPLICE and GREEN-DB) to detect and annotate structural, splice site and non-coding variants.ResultsOur diagnostic yield was 43/122 cases (35%), although 47/122 cases (39%) were considered solved when considering novel candidate genes with supporting functional data into account. Structural, splice site and deep intronic variants contributed to 20/47 (43%) of our solved cases. Five genes that are novel, or were novel at the time of discovery, were identified, whilst a further three genes are putative novel disease genes with evidence of causality. We identified variants of uncertain significance in a further fourteen candidate genes. The phenotypic spectrum associated with RMND1 was expanded to include polymicrogyria. Two patients with secondary findings in FBN1 and KCNQ1 were confirmed to have previously unidentified Marfan and long QT syndromes, respectively, and were referred for further clinical interventions. Clinical diagnoses were changed in six patients and treatment adjustments made for eight individuals, which for five patients was considered life-saving.ConclusionsGenome sequencing is increasingly being considered as a first-line genetic test in routine clinical settings and can make a substantial contribution to rapidly identifying a causal aetiology for many patients, shortening their diagnostic odyssey. We have demonstrated that structural, splice site and intronic variants make a significant contribution to diagnostic yield and that comprehensive analysis of the entire genome is essential to maximise the value of clinical genome sequencing.
引用
收藏
页数:25
相关论文
共 50 条
  • [1] Structural and non-coding variants increase the diagnostic yield of clinical whole genome sequencing for rare diseases
    Alistair T. Pagnamenta
    Carme Camps
    Edoardo Giacopuzzi
    John M. Taylor
    Mona Hashim
    Eduardo Calpena
    Pamela J. Kaisaki
    Akiko Hashimoto
    Jing Yu
    Edward Sanders
    Ron Schwessinger
    Jim R. Hughes
    Gerton Lunter
    Helene Dreau
    Matteo Ferla
    Lukas Lange
    Yesim Kesim
    Vassilis Ragoussis
    Dimitrios V. Vavoulis
    Holger Allroggen
    Olaf Ansorge
    Christian Babbs
    Siddharth Banka
    Benito Baños-Piñero
    David Beeson
    Tal Ben-Ami
    David L. Bennett
    Celeste Bento
    Edward Blair
    Charlotte Brasch-Andersen
    Katherine R. Bull
    Holger Cario
    Deirdre Cilliers
    Valerio Conti
    E. Graham Davies
    Fatima Dhalla
    Beatriz Diez Dacal
    Yin Dong
    James E. Dunford
    Renzo Guerrini
    Adrian L. Harris
    Jane Hartley
    Georg Hollander
    Kassim Javaid
    Maureen Kane
    Deirdre Kelly
    Dominic Kelly
    Samantha J. L. Knight
    Alexandra Y. Kreins
    Erika M. Kvikstad
    [J]. Genome Medicine, 15
  • [2] Novel Non-Coding, Coding and Structural Variants in Hairy Cell Leukemia from Whole Genome Transcriptome Sequencing
    Blombery, Piers
    Walter, Wencke
    Hutter, Stephan
    Baer, Constance
    Sakuma, Maki
    Mueller, Heiko
    Wu, Simon
    Caldwell, Imogen R.
    Kern, Wolfgang
    Meggendorfer, Manja
    Haferlach, Claudia
    Haferlach, Torsten
    [J]. BLOOD, 2022, 140 : 3546 - 3547
  • [3] Whole genome sequencing of patients with haematological, immune and haemostatic disorders reveals hundreds of new variants in the coding and non-coding part of the genome causal of rare diseases
    Sivapalaratnam, S.
    Lentaigne, C.
    Turro, E.
    [J]. BRITISH JOURNAL OF HAEMATOLOGY, 2019, 185 : 31 - 31
  • [4] Whole genome sequencing delineates novel non-coding variants and candidate genes in inherited retinal diseases
    Valero, Marta del Pozo
    Bauwens, Miriam
    De Bruyne, Marieke
    Van den Broeck, Filip
    Dulst, Stephanie
    Mahieu, Quinten
    Meunier, Audrey
    de Ravel, Thomy
    Ruys, Joke
    Van Heetvelde, Mattias
    Rey, Alfredo Duenas
    Balikova, Irina
    Vermeer, Sascha
    De Zaeytijd, Julie
    Leroy, Bart
    De Baere, Elfride
    [J]. EUROPEAN JOURNAL OF HUMAN GENETICS, 2024, 32 : 41 - 41
  • [5] Whole genome sequencing delineates novel non-coding variants and candidate genes in inherited retinal diseases
    Valero, Marta
    Bauwens, Miriam
    De Bruyne, Marieke
    Van den Broeck, Filip
    Dulst, Stephanie
    Quinten, Quinten
    Meunier, Audrey
    de Ravel, Thomy
    Ruys, Joke
    Van Heetvelde, Mattias
    Balikova, Irina
    Vermeer, Sascha
    De Zaeytijd, Julie
    Leroy, Bart
    De Baere, Elfride
    [J]. INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2023, 64 (08)
  • [6] Scalable approaches for functional analyses of whole-genome sequencing non-coding variants
    Kuksa, Pavel P.
    Greenfest-Allen, Emily
    Cifello, Jeffrey
    Ionita, Matei
    Wang, Hui
    Issen, Heather
    Cheng, Po-Liang
    Lee, Wan-Ping
    Wang, Li-San
    Leung, Yuk Yee
    [J]. HUMAN MOLECULAR GENETICS, 2022, 31 (R1) : R62 - R72
  • [7] Rare variants in long non-coding RNAs are associated with blood lipid levels in the TOPMed whole-genome sequencing study
    Wang, Yuxuan
    Selvaraj, Margaret Sunitha
    Li, Xihao
    Li, Zilin
    Holdcraft, Jacob A.
    Arnett, Donna K.
    Bis, Joshua C.
    Blangero, John
    Boerwinkle, Eric
    Bowden, Donald W.
    Cade, Brian E.
    Carlson, Jenna C.
    Carson, April P.
    Chen, Yii-Der Ida
    Curran, Joanne E.
    de Vries, Paul S.
    Dutcher, Susan K.
    Ellinor, Patrick T.
    Floyd, James S.
    Fornage, Myriam
    Freedman, Barry I.
    Gabriel, Stacey
    Germer, Soren
    Gibbs, Richard A.
    Guo, Xiuqing
    He, Jiang
    Heard-Costa, Nancy
    Hildalgo, Bertha
    Hou, Lifang
    Irvin, Marguerite R.
    Joehanes, Roby
    Kaplan, Robert C.
    Kardia, Sharon LR.
    Kelly, Tanika N.
    Kim, Ryan
    Kooperberg, Charles
    Kral, Brian G.
    Levy, Daniel
    Li, Changwei
    Liu, Chunyu
    Lloyd-Jone, Don
    Loos, Ruth J. F.
    Mahaney, Michael C.
    Martin, Lisa W.
    Mathias, Rasika A.
    Minster, Ryan L.
    Mitchell, Braxton D.
    Montasser, May E.
    Morrison, Alanna C.
    Murabito, Joanne M.
    [J]. AMERICAN JOURNAL OF HUMAN GENETICS, 2023, 110 (10) : 1704 - 1717
  • [8] PSAP-Genomic-Regions: A Method Leveraging Population Data to Prioritize Coding and Non-Coding Variants in Whole Genome Sequencing for Rare Disease Diagnosis
    Ogloblinsky, Marie-Sophie C.
    Bocher, Ozvan
    Aloui, Chaker
    Leutenegger, Anne-Louise
    Ozisik, Ozan
    Baudot, Anais
    Tournier-Lasserve, Elisabeth
    Castillo-Madeen, Helen
    Lewinsohn, Daniel
    Conrad, Donald F.
    Genin, Emmanuelle
    Marenne, Gaelle
    [J]. GENETIC EPIDEMIOLOGY, 2024,
  • [9] Genome sequencing identifies coding and non-coding variants for non-syndromic hearing loss
    Memoona Ramzan
    Duygu Duman
    LeShon Chere Peart Hendricks
    Shengru Guo
    Ahmet Mutlu
    Mahmut Tayyar Kalcioglu
    Serhat Seyhan
    Claudia Carranza
    Murtaza Bonyadi
    Nejat Mahdieh
    Muzeyyen Yildirim-Baylan
    Erick Figueroa-Ildefonso
    Ozgul Alper
    Tahir Atik
    Abdurrahman Ayral
    Nazim Bozan
    Burhan Balta
    Christian Rivas
    Gabrielle N. Manzoli
    Fabiola Huesca-Hernandez
    Raja A. H. Kuchay
    Merve Durgut
    Guney Bademci
    Mustafa Tekin
    [J]. Journal of Human Genetics, 2023, 68 : 657 - 669
  • [10] Genome sequencing identifies coding and non-coding variants for non-syndromic hearing loss
    Ramzan, Memoona
    Duman, Duygu
    Hendricks, LeShon Chere Peart
    Guo, Shengru
    Mutlu, Ahmet
    Kalcioglu, Mahmut Tayyar
    Seyhan, Serhat
    Carranza, Claudia
    Bonyadi, Murtaza
    Mahdieh, Nejat
    Yildirim-Baylan, Muzeyyen
    Figueroa-Ildefonso, Erick
    Alper, Ozgul
    Atik, Tahir
    Ayral, Abdurrahman
    Bozan, Nazim
    Balta, Burhan
    Rivas, Christian
    Manzoli, Gabrielle N.
    Huesca-Hernandez, Fabiola
    Kuchay, Raja A. H.
    Durgut, Merve
    Bademci, Guney
    Tekin, Mustafa
    [J]. JOURNAL OF HUMAN GENETICS, 2023, 68 (10) : 657 - 669