Literature DB >> 28424332

Improving genetic diagnosis in Mendelian disease with transcriptome sequencing.

Beryl B Cummings1,2,3, Jamie L Marshall1,2, Taru Tukiainen1,2, Monkol Lek1,2,4,5, Sandra Donkervoort6, A Reghan Foley6, Veronique Bolduc6, Leigh B Waddell4,5, Sarah A Sandaradura4,5, Gina L O'Grady4,5, Elicia Estrella7, Hemakumar M Reddy8, Fengmei Zhao1,2, Ben Weisburd1,2, Konrad J Karczewski1,2, Anne H O'Donnell-Luria1,2, Daniel Birnbaum1,2, Anna Sarkozy9, Ying Hu6, Hernan Gonorazky10, Kristl Claeys11, Himanshu Joshi5, Adam Bournazos4,5, Emily C Oates4,5, Roula Ghaoui4,5, Mark R Davis12, Nigel G Laing12,13, Ana Topf14, Peter B Kang7,8, Alan H Beggs7, Kathryn N North15, Volker Straub14, James J Dowling10, Francesco Muntoni9, Nigel F Clarke4,5, Sandra T Cooper4,5, Carsten G Bönnemann6, Daniel G MacArthur16,2.   

Abstract

Exome and whole-genome sequencing are becoming increasingly routine approaches in Mendelian disease diagnosis. Despite their success, the current diagnostic rate for genomic analyses across a variety of rare diseases is approximately 25 to 50%. We explore the utility of transcriptome sequencing [RNA sequencing (RNA-seq)] as a complementary diagnostic tool in a cohort of 50 patients with genetically undiagnosed rare muscle disorders. We describe an integrated approach to analyze patient muscle RNA-seq, leveraging an analysis framework focused on the detection of transcript-level changes that are unique to the patient compared to more than 180 control skeletal muscle samples. We demonstrate the power of RNA-seq to validate candidate splice-disrupting mutations and to identify splice-altering variants in both exonic and deep intronic regions, yielding an overall diagnosis rate of 35%. We also report the discovery of a highly recurrent de novo intronic mutation in COL6A1 that results in a dominantly acting splice-gain event, disrupting the critical glycine repeat motif of the triple helical domain. We identify this pathogenic variant in a total of 27 genetically unsolved patients in an external collagen VI-like dystrophy cohort, thus explaining approximately 25% of patients clinically suggestive of having collagen VI dystrophy in whom prior genetic analysis is negative. Overall, this study represents a large systematic application of transcriptome sequencing to rare disease diagnosis and highlights its utility for the detection and interpretation of variants missed by current standard diagnostic approaches.
Copyright © 2017, American Association for the Advancement of Science.

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Year:  2017        PMID: 28424332      PMCID: PMC5548421          DOI: 10.1126/scitranslmed.aal5209

Source DB:  PubMed          Journal:  Sci Transl Med        ISSN: 1946-6234            Impact factor:   17.956


  46 in total

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Authors:  M Pertea; X Lin; S L Salzberg
Journal:  Nucleic Acids Res       Date:  2001-03-01       Impact factor: 16.971

2.  Intron retention is a widespread mechanism of tumor-suppressor inactivation.

Authors:  Hyunchul Jung; Donghoon Lee; Jongkeun Lee; Donghyun Park; Yeon Jeong Kim; Woong-Yang Park; Dongwan Hong; Peter J Park; Eunjung Lee
Journal:  Nat Genet       Date:  2015-10-05       Impact factor: 38.330

3.  A comprehensive genomic approach for neuromuscular diseases gives a high diagnostic yield.

Authors:  Arunkanth Ankala; Cristina da Silva; Francesca Gualandi; Alessandra Ferlini; Lora J H Bean; Christin Collins; Alice K Tanner; Madhuri R Hegde
Journal:  Ann Neurol       Date:  2014-12-17       Impact factor: 10.422

4.  A recurrent copy number variation of the NEB triplicate region: only revealed by the targeted nemaline myopathy CGH array.

Authors:  Kirsi Kiiski; Vilma-Lotta Lehtokari; Ari Löytynoja; Liina Ahlstén; Jenni Laitila; Carina Wallgren-Pettersson; Katarina Pelin
Journal:  Eur J Hum Genet       Date:  2015-07-22       Impact factor: 4.246

5.  Molecular findings among patients referred for clinical whole-exome sequencing.

Authors:  Yaping Yang; Donna M Muzny; Fan Xia; Zhiyv Niu; Richard Person; Yan Ding; Patricia Ward; Alicia Braxton; Min Wang; Christian Buhay; Narayanan Veeraraghavan; Alicia Hawes; Theodore Chiang; Magalie Leduc; Joke Beuten; Jing Zhang; Weimin He; Jennifer Scull; Alecia Willis; Megan Landsverk; William J Craigen; Mir Reza Bekheirnia; Asbjorg Stray-Pedersen; Pengfei Liu; Shu Wen; Wendy Alcaraz; Hong Cui; Magdalena Walkiewicz; Jeffrey Reid; Matthew Bainbridge; Ankita Patel; Eric Boerwinkle; Arthur L Beaudet; James R Lupski; Sharon E Plon; Richard A Gibbs; Christine M Eng
Journal:  JAMA       Date:  2014-11-12       Impact factor: 56.272

6.  Prediction and assessment of splicing alterations: implications for clinical testing.

Authors:  Amanda B Spurdle; Fergus J Couch; Frans B L Hogervorst; Paolo Radice; Olga M Sinilnikova
Journal:  Hum Mutat       Date:  2008-11       Impact factor: 4.878

7.  Standards and guidelines for the interpretation of sequence variants: a joint consensus recommendation of the American College of Medical Genetics and Genomics and the Association for Molecular Pathology.

Authors:  Sue Richards; Nazneen Aziz; Sherri Bale; David Bick; Soma Das; Julie Gastier-Foster; Wayne W Grody; Madhuri Hegde; Elaine Lyon; Elaine Spector; Karl Voelkerding; Heidi L Rehm
Journal:  Genet Med       Date:  2015-03-05       Impact factor: 8.822

8.  Whole-genome DNA/RNA sequencing identifies truncating mutations in RBCK1 in a novel Mendelian disease with neuromuscular and cardiac involvement.

Authors:  Kai Wang; Cecilia Kim; Jonathan Bradfield; Yunfei Guo; Elina Toskala; Frederick G Otieno; Cuiping Hou; Kelly Thomas; Christopher Cardinale; Gholson J Lyon; Ryan Golhar; Hakon Hakonarson
Journal:  Genome Med       Date:  2013-07-26       Impact factor: 11.117

9.  Analysis of protein-coding genetic variation in 60,706 humans.

Authors:  Monkol Lek; Konrad J Karczewski; Eric V Minikel; Kaitlin E Samocha; Eric Banks; Timothy Fennell; Anne H O'Donnell-Luria; James S Ware; Andrew J Hill; Beryl B Cummings; Taru Tukiainen; Daniel P Birnbaum; Jack A Kosmicki; Laramie E Duncan; Karol Estrada; Fengmei Zhao; James Zou; Emma Pierce-Hoffman; Joanne Berghout; David N Cooper; Nicole Deflaux; Mark DePristo; Ron Do; Jason Flannick; Menachem Fromer; Laura Gauthier; Jackie Goldstein; Namrata Gupta; Daniel Howrigan; Adam Kiezun; Mitja I Kurki; Ami Levy Moonshine; Pradeep Natarajan; Lorena Orozco; Gina M Peloso; Ryan Poplin; Manuel A Rivas; Valentin Ruano-Rubio; Samuel A Rose; Douglas M Ruderfer; Khalid Shakir; Peter D Stenson; Christine Stevens; Brett P Thomas; Grace Tiao; Maria T Tusie-Luna; Ben Weisburd; Hong-Hee Won; Dongmei Yu; David M Altshuler; Diego Ardissino; Michael Boehnke; John Danesh; Stacey Donnelly; Roberto Elosua; Jose C Florez; Stacey B Gabriel; Gad Getz; Stephen J Glatt; Christina M Hultman; Sekar Kathiresan; Markku Laakso; Steven McCarroll; Mark I McCarthy; Dermot McGovern; Ruth McPherson; Benjamin M Neale; Aarno Palotie; Shaun M Purcell; Danish Saleheen; Jeremiah M Scharf; Pamela Sklar; Patrick F Sullivan; Jaakko Tuomilehto; Ming T Tsuang; Hugh C Watkins; James G Wilson; Mark J Daly; Daniel G MacArthur
Journal:  Nature       Date:  2016-08-18       Impact factor: 49.962

10.  RNA splicing is a primary link between genetic variation and disease.

Authors:  Yang I Li; Bryce van de Geijn; Anil Raj; David A Knowles; Allegra A Petti; David Golan; Yoav Gilad; Jonathan K Pritchard
Journal:  Science       Date:  2016-04-28       Impact factor: 47.728

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  198 in total

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Authors:  Hane Lee; Stanley F Nelson
Journal:  Curr Opin Genet Dev       Date:  2020-06-27       Impact factor: 5.578

2.  The Genetic Landscape of Diamond-Blackfan Anemia.

Authors:  Jacob C Ulirsch; Jeffrey M Verboon; Shideh Kazerounian; Michael H Guo; Daniel Yuan; Leif S Ludwig; Robert E Handsaker; Nour J Abdulhay; Claudia Fiorini; Giulio Genovese; Elaine T Lim; Aaron Cheng; Beryl B Cummings; Katherine R Chao; Alan H Beggs; Casie A Genetti; Colin A Sieff; Peter E Newburger; Edyta Niewiadomska; Michal Matysiak; Adrianna Vlachos; Jeffrey M Lipton; Eva Atsidaftos; Bertil Glader; Anupama Narla; Pierre-Emmanuel Gleizes; Marie-Françoise O'Donohue; Nathalie Montel-Lehry; David J Amor; Steven A McCarroll; Anne H O'Donnell-Luria; Namrata Gupta; Stacey B Gabriel; Daniel G MacArthur; Eric S Lander; Monkol Lek; Lydie Da Costa; David G Nathan; Andrei A Korostelev; Ron Do; Vijay G Sankaran; Hanna T Gazda
Journal:  Am J Hum Genet       Date:  2018-11-29       Impact factor: 11.025

3.  A Multiplexed Assay for Exon Recognition Reveals that an Unappreciated Fraction of Rare Genetic Variants Cause Large-Effect Splicing Disruptions.

Authors:  Rocky Cheung; Kimberly D Insigne; David Yao; Christina P Burghard; Jeffrey Wang; Yun-Hua E Hsiao; Eric M Jones; Daniel B Goodman; Xinshu Xiao; Sriram Kosuri
Journal:  Mol Cell       Date:  2018-11-29       Impact factor: 17.970

Review 4.  Advances in Transcriptomics: Investigating Cardiovascular Disease at Unprecedented Resolution.

Authors:  Robert C Wirka; Milos Pjanic; Thomas Quertermous
Journal:  Circ Res       Date:  2018-04-27       Impact factor: 17.367

5.  Single nucleotide variant counts computed from RNA sequencing and cellular traffic into human kidney allografts.

Authors:  Gaurav Thareja; Hua Yang; Shahina Hayat; Franco B Mueller; John R Lee; Michelle Lubetzky; Darshana M Dadhania; Aziz Belkadi; Surya V Seshan; Karsten Suhre; Manikkam Suthanthiran; Thangamani Muthukumar
Journal:  Am J Transplant       Date:  2018-05-15       Impact factor: 8.086

6.  RNAseq Supports the Molecular Genetic Diagnosis of Late-Onset ADA Deficiency.

Authors:  Christopher M Watson; Claire Stockdale; Ian Berry; Laura A Crinnion; Ian M Carr; Andrew Cant; David T Bonthron; Sinisa Savic
Journal:  J Clin Immunol       Date:  2019-04-16       Impact factor: 8.317

7.  ORE identifies extreme expression effects enriched for rare variants.

Authors:  F Richter; G E Hoffman; K B Manheimer; N Patel; A J Sharp; D McKean; S U Morton; S DePalma; J Gorham; A Kitaygorodksy; G A Porter; A Giardini; Y Shen; W K Chung; J G Seidman; C E Seidman; E E Schadt; B D Gelb
Journal:  Bioinformatics       Date:  2019-10-15       Impact factor: 6.937

8.  OUTRIDER: A Statistical Method for Detecting Aberrantly Expressed Genes in RNA Sequencing Data.

Authors:  Felix Brechtmann; Christian Mertes; Agnė Matusevičiūtė; Vicente A Yépez; Žiga Avsec; Maximilian Herzog; Daniel M Bader; Holger Prokisch; Julien Gagneur
Journal:  Am J Hum Genet       Date:  2018-11-29       Impact factor: 11.025

Review 9.  Genetic testing for kidney disease of unknown etiology.

Authors:  Thomas Hays; Emily E Groopman; Ali G Gharavi
Journal:  Kidney Int       Date:  2020-04-24       Impact factor: 10.612

Review 10.  Peri-mortem evaluation of infants who die without a diagnosis: focus on advances in genomic technology.

Authors:  Monica H Wojcik; Dara Brodsky; Jane E Stewart; Jonathan Picker
Journal:  J Perinatol       Date:  2018-08-03       Impact factor: 2.521

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