Evaluation of DNA Methylation Episignatures for Diagnosis and Phenotype Correlations in 42 Mendelian Neurodevelopmental Disorders

被引:198
作者
Aref-Eshghi, Erfan [1 ]
Kerkhof, Jennifer [1 ]
Pedro, Victor P. [2 ]
DI France, Groupe [3 ]
Barat-Houari, Mouna [4 ]
Ruiz-Pallares, Nathalie [4 ]
Andrau, Jean-Christophe [5 ]
Lacombe, Didier [6 ]
Van-Gils, Julien [6 ]
Fergelot, Patricia [6 ]
Dubourg, Christele [7 ]
Cormier-Daire, Valerie [8 ]
Rondeau, Sophie [8 ]
Lecoquierre, Francois [9 ]
Saugier-Veber, Pascale [9 ]
Nicolas, Gael [9 ]
Lesca, Gaetan [10 ]
Chatron, Nicolas [10 ]
Sanlaville, Damien [10 ]
Vitobello, Antonio [11 ,38 ]
Faivre, Laurence [11 ,39 ]
Thauvin-Robinet, Christel [11 ,39 ]
Laumonnier, Frederic [12 ,13 ]
Raynaud, Martine [12 ,13 ]
Alders, Marielle [14 ]
Mannens, Marcel [14 ]
Henneman, Peter [14 ]
Hennekam, Raoul C. [15 ]
Velasco, Guillaume [16 ]
Francastel, Claire [16 ]
Ulveling, Damien [16 ]
Ciolfi, Andrea [17 ]
Pizzi, Simone [17 ]
Tartaglia, Marco [17 ]
Heide, Solveig [18 ]
Heron, Delphine [18 ]
Mignot, Cyril [18 ]
Keren, Boris [18 ]
Whalen, Sandra [19 ]
Afenjar, Alexandra [19 ]
Bienvenu, Thierry [20 ]
Campeau, Philippe M. [21 ]
Rousseau, Justine [21 ]
Levy, Michael A. [1 ,22 ]
Brick, Lauren [23 ]
Kozenko, Mariya [23 ]
Balci, Tugce B. [24 ,25 ]
Siu, Victoria Mok [24 ,25 ]
Stuart, Alan [1 ]
Kadour, Mike [26 ,27 ]
机构
[1] London Hlth Sci Ctr, Mol Diagnost Div, Mol Genet Lab, London, ON N6A 5W9, Canada
[2] Univ Western Ontario, Schulich Sch Med & Dent, London, ON N6A 5C1, Canada
[3] French Rare Dis Network Filiere AnDDI Rare France, Grp DI, Montpellier, France
[4] CHU Montpellier, Med Genet Dept Rare Dis & Personalized Med, Autoinflammatory & Rare Dis Unit, F-34090 Montpellier, France
[5] Univ Montpellier, IGMM, CNRS, UMR5535, F-34090 Montpellier, France
[6] Bordeaux Univ, CHU Bordeaux, Reference Ctr AD SOOR, Inserm U1211,Med Genet Dept,AnDDI Rare, F-33076 Bordeaux, France
[7] CHU Rennes, Serv Genet Mol & Genom, F-35000 Rennes, France
[8] Paris Descartes Univ, Necker Enfants Malad Hosp, Imagine Inst, Dept Med Genet,INSERM,UMR 1163, F-75015 Paris, France
[9] Univ Bourgogne Franche Comte, FHU TRANSLAD, Genet Dev Disorders, INSERM,UMR 1231,GAD, Dijon, France
[10] Univ Hosp Lyon, Dept Med Genet, F-69007 Lyon, France
[11] Univ Bourgogne Franche Comte, INSERM, Equipe GAD, UMR1231, Batiment B3, F-21000 Dijon, France
[12] Univ Tours, INSERM, iBrain, UMR 1253, F-37200 Tours, France
[13] CHU Tours, Serv Genet, F-37000 Tours, France
[14] Univ Amsterdam, Amsterdam Univ Med Ctr, Amsterdam Reprod & Dev Res Inst, Dept Clin Genet, Meibergdreef 9, NL-1105 AZ Amsterdam, Netherlands
[15] Univ Amsterdam, Acad Med Ctr, Dept Pediat, NL-1012 WX Amsterdam, Netherlands
[16] Univ Paris, CNRS, Epigenet & Destin Cellulaire, F-75013 Paris, France
[17] IRCCS, Genet & Rare Dis Res Div, Osped Pediatr Bambino Gesu, I-00146 Rome, Italy
[18] Sorbonne Univ, Pitie Salpetriere Hosp, AP HP, Dept Genet,Referral Ctr Intellectual Disabil, F-75013 Paris, France
[19] Sorbonne Univ, Trousseau Hosp, AP HP, Unit Genet, F-75012 Paris, France
[20] Cochin Hosp, Dept Mol Genet, F-75014 Paris, France
[21] Univ Montreal, Dept Pediat, Montreal, PQ H3T 1J4, Canada
[22] Western Univ, Dept Pathol & Lab Med, London, ON N6A 3K7, Canada
[23] McMaster Univ, Dept Pediat, Genet Div, Hamilton, ON L8S 4K1, Canada
[24] Western Univ, Dept Pediat, Div Med Genet, London, ON N6A 3K7, Canada
[25] London Hlth Sci Ctr, Med Genet Program Southwestern Ontario, London, ON N6A 5W9, Canada
[26] London Hlth Sci Ctr, Dept Pathol & Lab Med, London, ON N6A 5W9, Canada
[27] St Josephs Hlth Care London, London, ON N6A 5W9, Canada
[28] Shinshu Univ Hosp, Ctr Med Genet, 3-1-1 Asahi, Matsumoto, Nagano 3908621, Japan
[29] Radboud Univ Nijmegen, Dept Human Genet, Med Ctr, NL-6525 GA Nijmegen, Netherlands
[30] Donders Ctr Med Neurosci, NL-6525 GA Nijmegen, Netherlands
[31] Hunter Genet, Genet Learning Disabil Serv, Waratah, NSW 2298, Australia
[32] Univ Adelaide, Sch Med, Robinson Res Inst, Adelaide, SA 5005, Australia
[33] South Australian Hlth & Med Res Inst, Adelaide, SA 5005, Australia
[34] Childrens Hlth Res Inst, London, ON N6A 3K7, Canada
[35] Western Univ, Dept Biochem, London, ON N6A 3K7, Canada
[36] Greenwood Genet Ctr, Greenwood, SC 29646 USA
[37] Montpellier Univ, CHU Montpellier, Reference Ctr AD SOOR,Med Genet Dept Rare Dis & P, AnDDI RARE,Grp DI,Inserm U1183,Inst Regenerat Med, F-34090 Montpellier, France
[38] Dijon Univ Hosp, Unite Fonct Innovat Diagnost Genom Malad Rares, FHU TRANSLAD, F-21000 Dijon, France
[39] CHU Dijon, Ctr Reference Deficiences Intellectuelles Causes, F-21000 Dijon, France
关键词
VARIANTS;
D O I
10.1016/j.ajhg.2020.01.019
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Genetic syndromes frequently present with overlapping clinical features and inconclusive or ambiguous genetic findings which can confound accurate diagnosis and clinical management. An expanding number of genetic syndromes have been shown to have unique genomic DNA methylation patterns (called "episignatures"). Peripheral blood episignatures can be used for diagnostic testing as well as for the interpretation of ambiguous genetic test results. We present here an approach to episignature mapping in 42 genetic syndromes, which has allowed the identification of 34 robust disease-specific episignatures. We examine emerging patterns of overlap, as well as similarities and hierarchical relationships across these episignatures, to highlight their key features as they are related to genetic heterogeneity, dosage effect, unaffected carrier status, and incomplete penetrance. We demonstrate the necessity of multiclass modeling for accurate genetic variant classification and show how disease classification using a single episignature at a time can sometimes lead to classification errors in closely related episignatures. We demonstrate the utility of this tool in resolving ambiguous clinical cases and identification of previously undiagnosed cases through mass screening of a large cohort of subjects with developmental delays and congenital anomalies. This study more than doubles the number of published syndromes with DNA methylation episignatures and, most significantly, opens new avenues for accurate diagnosis and clinical assessment in individuals affected by these disorders.
引用
收藏
页码:356 / 370
页数:15
相关论文
共 43 条
[1]   Genome-wide DNA methylation and RNA analyses enable reclassification of two variants of uncertain significance in a patient with clinical Kabuki syndrome [J].
Aref-Eshghi, Erfan ;
Bourque, Danielle K. ;
Kerkhof, Jennifer ;
Carere, Deanna Alexis ;
Ainsworth, Peter ;
Sadikovic, Bekim ;
Armour, Christine M. ;
Lin, Hanxin .
HUMAN MUTATION, 2019, 40 (10) :1684-1689
[2]  
Aref-Eshghi E, 2018, TRANSL EPIGENET SER, V6, P837, DOI 10.1016/B978-0-12-812215-0.00027-3
[3]   Diagnostic Utility of Genome-wide DNA Methylation Testing in Genetically Unsolved Individuals with Suspected Hereditary Conditions [J].
Aref-Eshghi, Erfan ;
Bend, Eric G. ;
Colaiacovo, Samantha ;
Caudle, Michelle ;
Chakrabarti, Rana ;
Napier, Melanie ;
Brick, Lauren ;
Brady, Lauren ;
Carere, Deanna Alexis ;
Levy, Michael A. ;
Kerkhof, Jennifer ;
Stuart, Alan ;
Saleh, Maha ;
Beaudet, Arthur L. ;
Li, Chumei ;
Kozenko, Maryia ;
Karp, Natalya ;
Prasad, Chitra ;
Siu, Victoria Mok ;
Tarnopolsky, Mark A. ;
Ainsworth, Peter J. ;
Lin, Hanxin ;
Rodenhiser, David I. ;
Krantz, Ian D. ;
Deardorff, Matthew A. ;
Schwartz, Charles E. ;
Sadikovic, Bekim .
AMERICAN JOURNAL OF HUMAN GENETICS, 2019, 104 (04) :685-700
[4]   BAFopathies' DNA methylation epi-signatures demonstrate diagnostic utility and functional continuum of Coffin-Siris and Nicolaides-Baraitser syndromes [J].
Aref-Eshghi, Erfan ;
Bend, Eric G. ;
Hood, Rebecca L. ;
Schenkel, Laila C. ;
Carere, Deanna Alexis ;
Chakrabarti, Rana ;
Nagamani, Sandesh C. S. ;
Cheung, Sau Wai ;
Campeau, Philippe M. ;
Prasad, Chitra ;
Siu, Victoria Mok ;
Brady, Lauren ;
Tarnopolsky, Mark A. ;
Callen, David J. ;
Innes, A. Micheil ;
White, Susan M. ;
Meschino, Wendy S. ;
Shuen, Andrew Y. ;
Pare, Guillaume ;
Bulman, Dennis E. ;
Ainsworth, Peter J. ;
Lin, Hanxin ;
Rodenhiser, David I. ;
Hennekam, Raoul C. ;
Boycott, Kym M. ;
Schwartz, Charles E. ;
Sadikovic, Bekim .
NATURE COMMUNICATIONS, 2018, 9
[5]   Genomic DNA Methylation-Derived Algorithm Enables Accurate Detection of Magnant Prostate Tissues [J].
Aref-Eshghi, Erfan ;
Schenkel, Laila C. ;
Ainsworth, Peter ;
Lin, Hanxin ;
Rodenhiser, David I. ;
Cutz, Jean-Claude ;
Sadikovic, Bekim .
FRONTIERS IN ONCOLOGY, 2018, 8
[6]   Genomic DNA Methylation Signatures Enable Concurrent Diagnosis and Clinical Genetic Variant Classification in Neurodevelopmental Syndromes [J].
Aref-Eshghi, Erfan ;
Rodenhiser, David I. ;
Schenkel, Laila C. ;
Lin, Hanxin ;
Skinner, Cindy ;
Ainsworth, Peter ;
Pare, Guillaume ;
Hood, Rebecca L. ;
Bulman, Dennis E. ;
Kernohan, Kristin D. ;
Boycott, Kym M. ;
Campeau, Philippe M. ;
Schwartz, Charles ;
Sadikovic, Bekim .
AMERICAN JOURNAL OF HUMAN GENETICS, 2018, 102 (01) :156-174
[7]   The defining DNA methylation signature of Kabuki syndrome enables functional assessment of genetic variants of unknown clinical significance [J].
Aref-Eshghi, Erfan ;
Schenkel, Laila C. ;
Lin, Hanxin ;
Skinner, Cindy ;
Ainsworth, Peter ;
Pare, Guillaume ;
Rodenhiser, David ;
Schwartz, Charles ;
Sadikovic, Bekim .
EPIGENETICS, 2017, 12 (11) :923-933
[8]   Clinical Validation of a Genome-Wide DNA Methylation Assay for Molecular Diagnosis of Imprinting Disorders [J].
Aref-Eshghi, Erfan ;
Schenkel, Laila C. ;
Lin, Hanxin ;
Skinner, Cindy ;
Ainsworth, Peter ;
Pare, Guillaume ;
Siu, Victoria ;
Rodenhiser, David ;
Schwartz, Charles ;
Sadikovic, Bekim .
JOURNAL OF MOLECULAR DIAGNOSTICS, 2017, 19 (06) :848-856
[9]   Genome-wide DNA methylation study of hip and knee cartilage reveals embryonic organ and skeletal system morphogenesis as major pathways involved in osteoarthritis [J].
Aref-Eshghi, Erfan ;
Zhang, Yuhua ;
Liu, Ming ;
Harper, Patricia E. ;
Martin, Glynn ;
Furey, Andrew ;
Green, Roger ;
Sun, Guang ;
Rahman, Proton ;
Zhai, Guangju .
BMC MUSCULOSKELETAL DISORDERS, 2015, 16
[10]   Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays [J].
Aryee, Martin J. ;
Jaffe, Andrew E. ;
Corrada-Bravo, Hector ;
Ladd-Acosta, Christine ;
Feinberg, Andrew P. ;
Hansen, Kasper D. ;
Irizarry, Rafael A. .
BIOINFORMATICS, 2014, 30 (10) :1363-1369