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Dive into the research topics where Michael J. Szego is active.

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Featured researches published by Michael J. Szego.


Nature Neuroscience | 2017

Whole genome sequencing resource identifies 18 new candidate genes for autism spectrum disorder

Ryan K. C. Yuen; Daniele Merico; Matt Bookman; Jennifer L. Howe; Bhooma Thiruvahindrapuram; Rohan V. Patel; Joe Whitney; Nicole Deflaux; Jonathan Bingham; Z. B. Wang; Giovanna Pellecchia; Janet A. Buchanan; Susan Walker; Christian R. Marshall; Mohammed Uddin; Mehdi Zarrei; Eric Deneault; Lia D'Abate; Ada J S Chan; Stephanie Koyanagi; Tara Paton; Sergio L. Pereira; Ny Hoang; Worrawat Engchuan; Edward J. Higginbotham; Karen Ho; Sylvia Lamoureux; Weili Li; Jeffrey R. MacDonald; Thomas Nalpathamkalam

We are performing whole-genome sequencing of families with autism spectrum disorder (ASD) to build a resource (MSSNG) for subcategorizing the phenotypes and underlying genetic factors involved. Here we report sequencing of 5,205 samples from families with ASD, accompanied by clinical information, creating a database accessible on a cloud platform and through a controlled-access internet portal. We found an average of 73.8 de novo single nucleotide variants and 12.6 de novo insertions and deletions or copy number variations per ASD subject. We identified 18 new candidate ASD-risk genes and found that participants bearing mutations in susceptibility genes had significantly lower adaptive ability (P = 6 × 10−4). In 294 of 2,620 (11.2%) of ASD cases, a molecular basis could be determined and 7.2% of these carried copy number variations and/or chromosomal abnormalities, emphasizing the importance of detecting all forms of genetic variation as diagnostic and therapeutic targets in ASD.


npj Genomic Medicine | 2016

Whole-genome sequencing expands diagnostic utility and improves clinical management in paediatric medicine

Dimitri J. Stavropoulos; Daniele Merico; Rebekah Jobling; Sarah Bowdin; Nasim Monfared; Bhooma Thiruvahindrapuram; Thomas Nalpathamkalam; Giovanna Pellecchia; Ryan Kc C. Yuen; Michael J. Szego; Robin Z. Hayeems; Randi Zlotnik Shaul; Michael Brudno; Marta Girdea; Brendan J. Frey; Babak Alipanahi; Sohnee Ahmed; Riyana Babul-Hirji; Ramses Badilla Porras; Melissa T. Carter; Lauren Chad; Ayeshah Chaudhry; David Chitayat; Soghra Jougheh Doust; Cheryl Cytrynbaum; Lucie Dupuis; Resham Ejaz; Leona Fishman; Andrea Guerin; Bita Hashemi

The standard of care for first-tier clinical investigation of the aetiology of congenital malformations and neurodevelopmental disorders is chromosome microarray analysis (CMA) for copy-number variations (CNVs), often followed by gene(s)-specific sequencing searching for smaller insertion–deletions (indels) and single-nucleotide variant (SNV) mutations. Whole-genome sequencing (WGS) has the potential to capture all classes of genetic variation in one experiment; however, the diagnostic yield for mutation detection of WGS compared to CMA, and other tests, needs to be established. In a prospective study we utilised WGS and comprehensive medical annotation to assess 100 patients referred to a paediatric genetics service and compared the diagnostic yield versus standard genetic testing. WGS identified genetic variants meeting clinical diagnostic criteria in 34% of cases, representing a fourfold increase in diagnostic rate over CMA (8%; P value=1.42E−05) alone and more than twofold increase in CMA plus targeted gene sequencing (13%; P value=0.0009). WGS identified all rare clinically significant CNVs that were detected by CMA. In 26 patients, WGS revealed indel and missense mutations presenting in a dominant (63%) or a recessive (37%) manner. We found four subjects with mutations in at least two genes associated with distinct genetic disorders, including two cases harbouring a pathogenic CNV and SNV. When considering medically actionable secondary findings in addition to primary WGS findings, 38% of patients would benefit from genetic counselling. Clinical implementation of WGS as a primary test will provide a higher diagnostic yield than conventional genetic testing and potentially reduce the time required to reach a genetic diagnosis.


PLOS Biology | 2013

Reflections on the Cost of "Low-Cost" Whole Genome Sequencing: Framing the Health Policy Debate

Timothy Caulfield; James P. Evans; Amy L. McGuire; Christopher McCabe; Tania Bubela; Robert Cook-Deegan; Jennifer R. Fishman; Stuart Hogarth; Fiona A. Miller; Vardit Ravitsky; Barbara B. Biesecker; Pascal Borry; Mildred K. Cho; June Carroll; Holly Etchegary; Yann Joly; Kazuto Kato; Sandra Soo-Jim Lee; Karen H. Rothenberg; Pamela Sankar; Michael J. Szego; Pilar N. Ossorio; Daryl Pullman; François Rousseau; Wendy J. Ungar; Brenda Wilson

The future clinical applications of whole genome sequencing come with speculation and enthusiasm but require careful consideration of the true system costs and health benefits of the clinical uses of this exciting technology.


Genetics in Medicine | 2017

Improved diagnostic yield compared with targeted gene sequencing panels suggests a role for whole-genome sequencing as a first-tier genetic test

Anath C. Lionel; Gregory Costain; Nasim Monfared; Susan Walker; Miriam S. Reuter; S. Mohsen Hosseini; Bhooma Thiruvahindrapuram; Daniele Merico; Rebekah Jobling; Thomas Nalpathamkalam; Giovanna Pellecchia; Wilson W L Sung; Z. B. Wang; Peter Bikangaga; Cyrus Boelman; Melissa T. Carter; Dawn Cordeiro; Cheryl Cytrynbaum; Sharon D. Dell; Priya Dhir; James J. Dowling; Elise Héon; Stacy Hewson; Linda Hiraki; Michal Inbar-Feigenberg; Regan Klatt; Jonathan Kronick; Ronald M Laxer; Christoph Licht; Heather MacDonald

PurposeGenetic testing is an integral diagnostic component of pediatric medicine. Standard of care is often a time-consuming stepwise approach involving chromosomal microarray analysis and targeted gene sequencing panels, which can be costly and inconclusive. Whole-genome sequencing (WGS) provides a comprehensive testing platform that has the potential to streamline genetic assessments, but there are limited comparative data to guide its clinical use.MethodsWe prospectively recruited 103 patients from pediatric non-genetic subspecialty clinics, each with a clinical phenotype suggestive of an underlying genetic disorder, and compared the diagnostic yield and coverage of WGS with those of conventional genetic testing.ResultsWGS identified diagnostic variants in 41% of individuals, representing a significant increase over conventional testing results (24%; P = 0.01). Genes clinically sequenced in the cohort (n = 1,226) were well covered by WGS, with a median exonic coverage of 40 × ±8 × (mean ±SD). All the molecular diagnoses made by conventional methods were captured by WGS. The 18 new diagnoses made with WGS included structural and non-exonic sequence variants not detectable with whole-exome sequencing, and confirmed recent disease associations with the genes PIGG, RNU4ATAC, TRIO, and UNC13A.ConclusionWGS as a primary clinical test provided a higher diagnostic yield than conventional genetic testing in a clinically heterogeneous cohort.


Clinical Genetics | 2015

Predictive genetic testing for adult-onset disorders in minors: a critical analysis of the arguments for and against the 2013 ACMG guidelines

J.A. Anderson; Robin Z. Hayeems; Cheryl Shuman; Michael J. Szego; Nasim Monfared; Sarah Bowdin; R. Zlotnik Shaul; MStephen Meyn

The publication of the ACMG recommendations has reignited the debate over predictive testing for adult‐onset disorders in minors. Response has been polarized. With this in mind, we review and critically analyze this debate. First, we identify long‐standing inconsistencies between consensus guidelines and clinical practice regarding risk assessment for adult‐onset genetic disorders in children using family history and molecular analysis. Second, we discuss the disparate assumptions regarding the nature of whole genome and exome sequencing underlying arguments of both supporters and critics, and the role these assumptions play in the arguments for and against reporting. Third, we suggest that implicit differences regarding the definition of best interests of the child underlie disparate conclusions as to the best interests of children in this context. We conclude by calling for clarity and consensus concerning the central foci of this debate.


PLOS ONE | 2013

Endothelin-2-Mediated Protection of Mutant Photoreceptors in Inherited Photoreceptor Degeneration

Alexa N. Bramall; Michael J. Szego; Laura R. Pacione; Inik Chang; Eduardo Diez; Pedro D'Orléans-Juste; Duncan J. Stewart; William W. Hauswirth; Masashi Yanagisawa; Roderick R. McInnes

Expression of the Endothelin-2 (Edn2) mRNA is greatly increased in the photoreceptors (PRs) of mouse models of inherited PR degeneration (IPD). To examine the role of Edn2 in mutant PR survival, we generated Edn2−/− mice carrying homozygous Pde6brd1 alleles or the Tg(RHO P347S) transgene. In the Edn2−/− background, PR survival increased 110% in Pde6brd1/rd1 mice at post-natal (PN) day 15, and 60% in Tg(RHO P347S) mice at PN40. In contrast, PR survival was not increased in retinal explants of Pde6brd1/rd1; Edn2−/− mice. This finding, together with systemic abnormalities in Edn2−/− mice, suggested that the increased survival of mutant PRs in the Edn2−/− background resulted at least partly from the systemic EDN2 loss of function. To examine directly the role of EDN2 in mutant PRs, we used a scAAV5-Edn2 cDNA vector to restore Edn2 expression in Pde6brd1/rd1; Edn2−/− PRs and observed an 18% increase in PR survival at PN14. Importantly, PR survival was also increased after injection of scAAV5-Edn2 into Pde6brd1/rd1 retinas, by 31% at PN15. Together, these findings suggest that increased Edn2 expression is protective to mutant PRs. To begin to elucidate Edn2-mediated mechanisms that contribute to PR survival, we used microarray analysis and identified a cohort of 20 genes with >4-fold increased expression in Tg(RHO P347S) retinas, including Fgf2. Notably, increased expression of the FGF2 protein in Tg(RHO P347S) PRs was ablated in Tg(RHO P347S); Edn2−/− retinas. Our findings indicate that the increased expression of PR Edn2 increases PR survival, and suggest that the Edn2-dependent increase in PR expression of FGF2 may contribute to the augmented survival.


BMC Genomics | 2015

Whole-exome analysis of foetal autopsy tissue reveals a frameshift mutation in OBSL1, consistent with a diagnosis of 3-M Syndrome

Christian R. Marshall; Sandra A. Farrell; Donna Cushing; Tara Paton; Tracy L. Stockley; Dimitri J. Stavropoulos; Peter N. Ray; Michael J. Szego; Lynette Lau; Sergio L. Pereira; Ronald D. Cohn; Richard F. Wintle; Adel M. Abuzenadah; Muhammad Abu-Elmagd; Stephen W. Scherer

BackgroundWe report a consanguineous couple that has experienced three consecutive pregnancy losses following the foetal ultrasound finding of short limbs. Post-termination examination revealed no skeletal dysplasia, but some subtle proximal limb shortening in two foetuses, and a spectrum of mildly dysmorphic features. Karyotype was normal in all three foetuses (46, XX) and comparative genomic hybridization microarray analysis detected no pathogenic copy number variants.ResultsWhole-exome sequencing and genome-wide homozygosity mapping revealed a previously reported frameshift mutation in the OBSL1 gene (c.1273insA p.T425nfsX40), consistent with a diagnosis of 3-M Syndrome 2 (OMIM #612921), which had not been anticipated from the clinical findings.ConclusionsOur study provides novel insight into the early clinical manifestations of this form of 3-M syndrome, and demonstrates the utility of whole exome sequencing as a tool for prenatal diagnosis in particular when there is a family history suggestive of a recurrent set of clinical symptoms.


Proceedings of the National Academy of Sciences of the United States of America | 2014

STAT3 promotes survival of mutant photoreceptors in inherited photoreceptor degeneration models

Ke Jiang; Katherine L. Wright; Ping Zhu; Michael J. Szego; Alexa N. Bramall; William W. Hauswirth; Qiuhong Li; Sean E. Egan; Roderick R. McInnes

Significance There is a great need for a therapy for inherited photoreceptor degenerations (IPDs) that would be effective irrespective of the affected gene. A treatment that slows photoreceptor (PR) death, even by 10–20%, could greatly extend the years of useful vision of patients with IPD for whom specific treatment is not available. Up-regulation of Stat3 has been reported in the retinas of many IPD models, but whether Stat3 expression is neuroprotective in mutant PRs has not been established. We show that Stat3 plays a strong prosurvival role in two distinct IPD models and that further augmentation of PR Stat3 expression slows PR death. These findings suggest the potential of Stat3 augmentation, for example, by recombinant adenoassociated virus (rAAV) vector-mediated gene therapy, as a treatment for IPDs. Inherited photoreceptor degenerations (IPDs), a group of incurable progressive blinding diseases, are caused by mutations in more than 200 genes, but little is known about the molecular pathogenesis of photoreceptor (PR) death. Increased retinal expression of STAT3 has been observed in response to many retinal insults, including IPDs, but the role of this increase in PR death is unknown. Here, we show that the expression of Stat3 is increased in PRs of the Tg(RHO P347S) and Prph2rds/+ mouse models of IPD and is activated by tyrosine phosphorylation. PR-specific deletion of Stat3 substantially accelerated PR degeneration in both mutant strains. In contrast, increased PR-specific expression of ROSA26 (R26) alleles encoding either WT STAT3 (Stat3wt) or the gain-of-function variant STAT3C (Stat3C) improved PR survival in both models. Moreover, PR signaling in Tg(RHO P347S) mice carrying either a R26-Stat3wt or R26-Stat3C allele demonstrated increased a-wave amplitude of the scotopic electroretinogram. Phosphorylation of STAT3 at tyrosine 705 was required for the prosurvival effect because an R26-Stat3Y705F allele was not protective. The prosurvival role of enhanced Stat3 activity was validated using recombinant adenoassociated virus (rAAV) vector-mediated PR Stat3 expression in Tg(RHO P347S) mice. Our findings (i) establish that the increase in endogenous PR Stat3 expression is a protective response in IPDs, (ii) suggest that therapeutic augmentation of PR Stat3 expression has potential as a common neuroprotective therapy for these disorders, and (iii) indicate that prosurvival molecules whose expression is increased in mutant PRs may have promise as novel therapies for IPDs.


Canadian Medical Association Journal | 2018

The Personal Genome Project Canada: findings from whole genome sequences of the inaugural 56 participants

Miriam S. Reuter; Susan Walker; Bhooma Thiruvahindrapuram; Joe Whitney; Iris Cohn; Neal Sondheimer; Ryan K. C. Yuen; Brett Trost; Tara A. Paton; Sergio L. Pereira; Jo-Anne Herbrick; Richard F. Wintle; Daniele Merico; Jennifer Howe; Jeffrey R. MacDonald; Chao Lu; Thomas Nalpathamkalam; Wilson W L Sung; Z. B. Wang; Rohan V. Patel; Giovanna Pellecchia; John T. Wei; Lisa J. Strug; Sherilyn Bell; Barbara Kellam; Melanie M. Mahtani; Anne S. Bassett; Yvonne Bombard; Rosanna Weksberg; Cheryl Shuman

BACKGROUND: The Personal Genome Project Canada is a comprehensive public data resource that integrates whole genome sequencing data and health information. We describe genomic variation identified in the initial recruitment cohort of 56 volunteers. METHODS: Volunteers were screened for eligibility and provided informed consent for open data sharing. Using blood DNA, we performed whole genome sequencing and identified all possible classes of DNA variants. A genetic counsellor explained the implication of the results to each participant. RESULTS: Whole genome sequencing of the first 56 participants identified 207 662 805 sequence variants and 27 494 copy number variations. We analyzed a prioritized disease-associated data set (n = 1606 variants) according to standardized guidelines, and interpreted 19 variants in 14 participants (25%) as having obvious health implications. Six of these variants (e.g., in BRCA1 or mosaic loss of an X chromosome) were pathogenic or likely pathogenic. Seven were risk factors for cancer, cardiovascular or neurobehavioural conditions. Four other variants — associated with cancer, cardiac or neurodegenerative phenotypes — remained of uncertain significance because of discrepancies among databases. We also identified a large structural chromosome aberration and a likely pathogenic mitochondrial variant. There were 172 recessive disease alleles (e.g., 5 individuals carried mutations for cystic fibrosis). Pharmacogenomics analyses revealed another 3.9 potentially relevant genotypes per individual. INTERPRETATION: Our analyses identified a spectrum of genetic variants with potential health impact in 25% of participants. When also considering recessive alleles and variants with potential pharmacologic relevance, all 56 participants had medically relevant findings. Although access is mostly limited to research, whole genome sequencing can provide specific and novel information with the potential of major impact for health care.


American Journal of Bioethics | 2014

Predictive Genomic Testing of Children for Adult Onset Disorders: A Canadian Perspective

Michael J. Szego; M. Stephen Meyn; James Anderson; Robin Z. Hayeems; Cheryl Shuman; Nasim Monfared; Sarah Bowdin; Randi Zlotnik Shaul

Michael J. Szego, St. Joseph’s Health Centre, The Hospital for Sick Children, and University of Toronto M. Stephen Meyn, The Hospital for Sick Children and University of Toronto James A. Anderson, The Hospital for Sick Children, Holland Bloorview Kids Rehabilitation Hospital, and University of Toronto Robin Hayeems, The Hospital for Sick Children and University of Toronto Cheryl Shuman, The Hospital for Sick Children and University of Toronto Nasim Monfared, The Hospital for Sick Children Sarah Bowdin, The Hospital for Sick Children and University of Toronto Randi Zlotnik Shaul, The Hospital for Sick Children and University of Toronto

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Daniele Merico

The Centre for Applied Genomics

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Thomas Nalpathamkalam

The Centre for Applied Genomics

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Christian R. Marshall

The Centre for Applied Genomics

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