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Goldin MR, Ruderfer DM, Bick A, Roden DM, Schuler BA, Robinson JR. Benefits and barriers to broad implementation of genomic sequencing in the NICU. Am J Hum Genet 2025:S0002-9297(25)00148-X. [PMID: 40367948 DOI: 10.1016/j.ajhg.2025.04.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2025] [Revised: 04/18/2025] [Accepted: 04/18/2025] [Indexed: 05/16/2025] Open
Abstract
Genome (GS) and exome (ES) sequencing as first-tier diagnostic tests have the potential to increase rates of genetic diagnoses and acutely change the management of neonates in the neonatal intensive care unit (NICU). However, the widespread implementation of genomic sequencing has been limited by several barriers. In this systematic review, we analyze the current literature on the utilization of GS and ES in infants in the NICU to identify the benefits, barriers, and components of successful implementation. Across the 42 studies that discussed GS and ES in the NICU setting, six themes were identified: disease detection, timeliness of results, cost, provider attitudes, parental attitudes, and equitable access. Benefits of GS and ES include high disease detection rates, timely results, and possible reduction in healthcare costs by reducing time spent in the NICU. Additionally, clinicians find GS/ES to be important and useful, and parents and caregivers largely perceive GS/ES to be beneficial. Barriers to widespread GS/ES include availability of personnel to facilitate timely diagnosis and coverage of cost. Additionally, clinicians report worries about a lack of genetics knowledge, informed consent, results return, and potential harm. Parents consistently report low levels of anxiety, decisional conflict, harm, or regret. Finally, the lack of availability of translated consent documents limits the participation of families who do not speak English or Spanish. Continued work is essential to optimize these technologies and ensure equitable access.
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Affiliation(s)
| | - Douglas M Ruderfer
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Psychiatry, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Alexander Bick
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Dan M Roden
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Pharmacology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Bryce A Schuler
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jamie R Robinson
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Pediatric Surgery, Vanderbilt University Medical Center, Nashville, TN, USA.
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2
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Lucca C, Rosina E, Pezzani L, Piazzolla D, Spaccini L, Scatigno A, Gasperini S, Pezzoli L, Cereda A, Milani D, Cattaneo E, Cavallari U, Frigeni M, Marchetti D, Daolio C, Giordano L, Bellini M, Goisis L, Mongodi C, Tonduti D, Pilotta A, Cazzaniga G, Furlan F, Bedeschi MF, Mangili G, Bonanomi E, Iascone M. First-Tier Versus Last-Tier Trio Whole-Genome Sequencing for the Diagnosis of Pediatric-Onset Rare Diseases. Clin Genet 2025. [PMID: 40274276 DOI: 10.1111/cge.14760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2025] [Revised: 04/11/2025] [Accepted: 04/16/2025] [Indexed: 04/26/2025]
Abstract
Despite advances in diagnostics, children with rare genetic disorders still face extended diagnostic odysseys, delaying appropriate clinical management, and placing burdens on families and healthcare resources. Whole-genome sequencing (WGS) offers a more comprehensive interrogation of the genome than other genetic tests, but its use in clinical practice remains limited. This study compared diagnostic rates, turnaround times, and clinical utility of first-tier versus last-tier trio-WGS for patients with suspected genetic pediatric-onset conditions, including 97 critical and 104 non-critical patients. Eighty-five patients (42.3%), including 57 (58.8%) critical and 28 (26.9%) non-critical patients, received a molecular diagnosis. The diagnostic rate was higher for first-tier (57%) than for last-tier (32.8%) trio-WGS. Of 121 causative variants identified, 19.8% would have been missed by whole-exome sequencing. Laboratory processing time was 4 days for all patients. The clinical setting had the greatest impact on time to reporting, averaging 5 days for critical patients versus 74 days for outpatients. WGS results impacted clinical decision-making for 34% of all critical and 14.3% of WGS-positive non-critical patients. This is the first Italian clinical study to demonstrate the diagnostic and clinical utility of a genome-first approach for both critical and non-critical patients with suspected genetic pediatric-onset disorders and feasibility in a public healthcare system.
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Affiliation(s)
- Camilla Lucca
- Laboratory of Medical Genetics, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Erica Rosina
- Laboratory of Medical Genetics, ASST Papa Giovanni XXIII, Bergamo, Italy
- Fondazione IRCCS ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Lidia Pezzani
- Rare Disease Unit, ASST Papa Giovanni XXIII, Bergamo, Italy
| | | | - Luigina Spaccini
- Clinical Genetics Unit, Department of Obstetrics and Gynecology, Vittore Buzzi Children's Hospital, University of Milan, Milan, Italy
| | | | - Serena Gasperini
- Inherited Metabolic Disorders Unit Pediatrics, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy
| | - Laura Pezzoli
- Laboratory of Medical Genetics, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Anna Cereda
- Medical Genetics, Fondazione IRCCS San Gerardo Dei Tintori, Monza, Italy
| | - Donatella Milani
- Fondazione IRCCS ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Elisa Cattaneo
- Clinical Genetics Unit, Department of Obstetrics and Gynecology, Vittore Buzzi Children's Hospital, University of Milan, Milan, Italy
| | - Ugo Cavallari
- Medical Genetics Unit, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Marco Frigeni
- Hematology and Bone Marrow Transplant Unit, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Daniela Marchetti
- Laboratory of Medical Genetics, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Cecilia Daolio
- Pediatrics, Fondazione IRCCS San Gerardo Dei Tintori, Monza, Italy
| | - Laura Giordano
- Pediatric Unit, Ospedale Fatebenefratelli e Oftalmico, Milan, Italy
| | - Matteo Bellini
- Laboratory of Medical Genetics, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Lucrezia Goisis
- Laboratory of Medical Genetics, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Chiara Mongodi
- Laboratory of Medical Genetics, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Davide Tonduti
- Pediatric Neurology Unit, C.O.A.L.A. (Center for Diagnosis and Treatment of Leukodystrophies), Vittore Buzzi Children's Hospital, University of Milan, Milan, Italy
- Department of Biomedical and Clinical Sciences, University of Milan, Milan, Italy
| | - Alba Pilotta
- Pediatric Clinic, Children's Hospital, ASST Spedali Civili di Brescia, Brescia, Italy
| | - Giovanni Cazzaniga
- Medical Genetics, Fondazione IRCCS San Gerardo Dei Tintori, Monza, Italy
- School of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | - Francesca Furlan
- Clinical Metabolic Reference Center, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Giovanna Mangili
- Neonatal Intensive Care Unit, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Ezio Bonanomi
- Pediatric Intensive Care Unit, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Maria Iascone
- Laboratory of Medical Genetics, ASST Papa Giovanni XXIII, Bergamo, Italy
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3
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Watts LM, Kinning E, Latner DR, Johnston M, Patrick-Esteve J, Cooper GM, Twigg SRF, Pagnamenta AT, Taylor JC. Biallelic FGF4 Variants Linked to Thoracic Dystrophy and Respiratory Insufficiency. Clin Genet 2025. [PMID: 40259859 DOI: 10.1111/cge.14758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2024] [Revised: 04/07/2025] [Accepted: 04/09/2025] [Indexed: 04/23/2025]
Abstract
The thoracic dystrophies are inherited skeletal conditions where abnormal embryonic development of the thoracic skeleton results in a narrow chest, pulmonary hypoplasia, and respiratory insufficiency, which can be severe or lethal. The majority of thoracic dystrophies are due to biallelic alterations in genes needed for normal ciliary function. However, despite the identification of over 20 genes as causal for the thoracic dystrophy phenotype, around 20% of patients remain without a molecular diagnosis. We present two unrelated families with a clinical diagnosis of thoracic dystrophy with associated respiratory insufficiency without a molecular diagnosis on previous genetic testing. Both harbor rare biallelic and predicted deleterious missense substitutions in FGF4, a gene known to be essential for formation of the thoracic skeleton in mice. We demonstrate that the phenotype is restricted to short ribs, abnormally narrow chest, and respiratory insufficiency, without other diagnostic clinical or radiological signs. We suggest that biallelic alterations in FGF4 are a newly identified disease association of thoracic dystrophy.
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Affiliation(s)
- Laura M Watts
- Oxford NIHR Biomedical Research Centre, Centre for Human Genetics, University of Oxford, Oxford, UK
- Oxford Centre for Genomic Medicine, Nuffield Orthopaedic Centre, Oxford, UK
| | - Esther Kinning
- West Midlands Regional Genetics Service, Birmingham Women's Hospital, Birmingham, UK
| | - Donald R Latner
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | - Marla Johnston
- Children's Hospital New Orleans, New Orleans, Louisiana, USA
- Department of Pediatrics, Louisiana State University Health Sciences Center, New Orleans, Louisiana, USA
| | - Jessica Patrick-Esteve
- Children's Hospital New Orleans, New Orleans, Louisiana, USA
- Department of Pediatrics, Louisiana State University Health Sciences Center, New Orleans, Louisiana, USA
| | - Gregory M Cooper
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | - Stephen R F Twigg
- Clinical Genetics Group, MRC Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, UK
| | - Alistair T Pagnamenta
- Oxford NIHR Biomedical Research Centre, Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Jenny C Taylor
- Oxford NIHR Biomedical Research Centre, Centre for Human Genetics, University of Oxford, Oxford, UK
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4
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Biesecker BB, Ackerman SL, Brothers KB, East KM, Foreman AKM, Hindorff LA, Horowitz CR, Jarvik GP, Knight SJ, Leo MC, Patrick DL, Rini C, Robinson JO, Sahin-Hodoglugil NN, Slavotinek A, Suckiel SA, Veenstra DL, Zinberg RE, Hunter JE. Genomic sequencing in diverse and underserved pediatric populations: Parent perspectives on understanding, uncertainty, psychosocial impact, and personal utility of results. Genet Med 2025; 27:101363. [PMID: 39846247 PMCID: PMC11985281 DOI: 10.1016/j.gim.2025.101363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Revised: 01/13/2025] [Accepted: 01/14/2025] [Indexed: 01/24/2025] Open
Abstract
PURPOSE Limited evidence evaluates parents' perceptions of their child's clinical genome-scale sequencing (GS) results, particularly among individuals from medically underserved groups. Five Clinical Sequencing Evidence-Generating Research consortium studies performed GS in children with suspected genetic conditions with high proportions of individuals from underserved groups to address this evidence gap. METHODS Parents completed surveys of perceived understanding, personal utility, and test-related distress after GS result disclosure. We assessed outcomes' associations with child- and parent-related factors: child age; type of GS finding; and parent health literacy, numeracy, and education. RESULTS A total of 1763 parents completed surveys; 83% met "underserved" criteria based on race, ethnicity, and risk factors for barriers to access. We observed high perceived understanding and personal utility and low test-related distress. Outcomes were associated with the type of GS finding; parents of children with a pathogenic or likely pathogenic finding endorsed higher personal utility and more test-related distress than those whose children had a variant of uncertain significance or normal finding. Personal utility was higher in parents who met the criteria for "underserved." CONCLUSION Our findings shed light on correlates of parents' cognitive and emotional responses to their child's GS findings and emphasize the need for tailored support in disclosure discussions.
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Affiliation(s)
- Barbara B Biesecker
- Genomics, Ethics, and Translational Research Program, RTI International, Research Triangle Park, NC
| | - Sara L Ackerman
- Department of Social and Behavioral Sciences, University of California, San Francisco, San Francisco, CA
| | - Kyle B Brothers
- Norton Children's Research Institute, University of Louisville School of Medicine, Louisville, KY
| | - Kelly M East
- HudsonAlpha Institute for Biotechnology, Huntsville, AL
| | | | - Lucia A Hindorff
- Training, Diversity, and Health Equity Office, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD
| | - Carol R Horowitz
- Institute for Health Equity Research, Icahn School of Medicine at Mt Sinai, New York, NY
| | - Gail P Jarvik
- Department of Medicine (Medical Genetics), Department of Genome Sciences, University of Washington Medical Center, Seattle, WA
| | - Sara J Knight
- Department of Internal Medicine, Division of Epidemiology, University of Utah, Salt Lake City, UT
| | - Michael C Leo
- Kaiser Permanente Center for Health Research, Portland, OR
| | - Donald L Patrick
- Department of Health Systems and Population Health, University of Washington, Seattle, WA
| | - Christine Rini
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, The Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL
| | - Jill O Robinson
- Center for Medical Ethics and Health Policy, Baylor College of Medicine, Houston, TX
| | - Nuriye Nalan Sahin-Hodoglugil
- Department of Obstetrics Gynecology and Reproductive Sciences, University of California, San Francisco, San Francisco, CA
| | - Anne Slavotinek
- Department of Pediatrics, University of California, San Francisco, San Francisco, CA; Division of Human Genetics, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; University of Cincinnati College of Medicine, Cincinnati, OH
| | - Sabrina A Suckiel
- Institute for Genomic Health, Department of Medicine, Icahn School of Medicine at Mt Sinai, New York, NY
| | - David L Veenstra
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, Department of Pharmacy, University of Washington, Seattle, WA
| | - Randi E Zinberg
- Department of Genetics and Genomic Science, Icahn School of Medicine at Mt Sinai, New York, NY
| | - Jessica Ezzell Hunter
- Genomics, Ethics, and Translational Research Program, RTI International, Research Triangle Park, NC; Department of Translational and Applied Genomics, Kaiser Permanente Center for Health Research, Portland, OR.
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5
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Kansal R. Rapid Whole-Genome Sequencing in Critically Ill Infants and Children with Suspected, Undiagnosed Genetic Diseases: Evolution to a First-Tier Clinical Laboratory Test in the Era of Precision Medicine. CHILDREN (BASEL, SWITZERLAND) 2025; 12:429. [PMID: 40310077 PMCID: PMC12025730 DOI: 10.3390/children12040429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/11/2025] [Revised: 03/18/2025] [Accepted: 03/24/2025] [Indexed: 05/02/2025]
Abstract
The completion of the Human Genome Project in 2003 has led to significant advances in patient care in medicine, particularly in diagnosing and managing genetic diseases and cancer. In the realm of genetic diseases, approximately 15% of critically ill infants born in the U.S.A. are diagnosed with genetic disorders, which comprise a significant cause of mortality in neonatal and pediatric intensive care units. The introduction of rapid whole-genome sequencing (rWGS) as a first-tier test in critically ill children with suspected, undiagnosed genetic diseases is a breakthrough in the diagnosis and subsequent clinical management of such infants and older children in intensive care units. Rapid genome sequencing is currently being used clinically in the USA, the UK, the Netherlands, Sweden, and Australia, among other countries. This review is intended for students and clinical practitioners, including non-experts in genetics, for whom it provides a historical background and a chronological review of the relevant published literature for the progression of pediatric diagnostic genomic sequencing leading to the development of pediatric rWGS in critically ill infants and older children with suspected but undiagnosed genetic diseases. Factors that will help to develop rWGS as a clinical test in critically ill infants and the limitations are briefly discussed, including an evaluation of the clinical utility and accessibility of genetic testing, education for parents and providers, cost-effectiveness, ethical challenges, consent issues, secondary findings, data privacy concerns, false-positive and false-negative results, challenges in variant interpretation, costs and reimbursement, the limited availability of genetic counselors, and the development of evidence-based guidelines, which would all need to be addressed to facilitate the implementation of pediatric genomic sequencing in an effective widespread manner in the era of precision medicine.
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Affiliation(s)
- Rina Kansal
- Molecular Oncology and Genetics, Diagnostic Laboratories, Versiti Blood Center of Wisconsin, Milwaukee, WI 53233, USA;
- Department of Pathology and Anatomical Sciences, The University at Buffalo, Buffalo, NY 14260, USA
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6
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Bonde LD, Abdelrazek IM, Seif L, Alawi M, Matrawy K, Nabil K, Abdalla E, Kutsche K, Harms FL. Homozygous synonymous FAM111A variant underlies an autosomal recessive form of Kenny-Caffey syndrome. J Hum Genet 2025; 70:87-97. [PMID: 39501122 PMCID: PMC11762410 DOI: 10.1038/s10038-024-01301-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Revised: 10/11/2024] [Accepted: 10/16/2024] [Indexed: 11/08/2024]
Abstract
FAM111A (family with sequence similarity 111 member A) is a serine protease and removes covalent DNA-protein cross-links during DNA replication. Heterozygous gain-of-function variants in FAM111A cause skeletal dysplasias, such as the perinatal lethal osteocraniostenosis and the milder Kenny-Caffey syndrome (KCS). We report two siblings born to consanguineous parents with dysmorphic craniofacial features, postnatal growth retardation, ophthalmologic manifestations, hair and nail anomalies, and skeletal abnormalities such as thickened cortex and stenosis of the medullary cavity of the long bones suggestive of KCS. Using exome sequencing, a homozygous synonymous FAM111A variant, NM_001312909.2:c.81 G > A; p.Pro27=, that affects the last base of the exon and is predicted to alter FAM111A pre-mRNA splicing, was identified in both siblings. We identified aberrantly spliced FAM111A transcripts, reduced FAM111A mRNA levels, and near-complete absence of FAM111A protein in fibroblasts of both patients. After treatment of patient and control fibroblasts with different concentrations of camptothecin that induces covalent DNA-protein cross-links, we observed a tendency towards a reduced proportion of metabolically active cells in patient compared to control fibroblasts. However, under these culture conditions, we did not find consistent and statistically significant differences in cell cycle progression and apoptotic cell death between patient and control cells. Our findings show that FAM111A deficiency underlies an autosomal recessive form of FAM111A-related KCS. Based on our results and published data, we hypothesize that loss of FAM111A and FAM111A protease hyperactivity, as observed for gain-of-function patient-variant proteins, may converge on a similar pathomechanism underlying skeletal dysplasias.
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Affiliation(s)
- Loisa Dana Bonde
- Institute of Human Genetics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Ibrahim M Abdelrazek
- Department of Human Genetics, Medical Research Institute, Alexandria University, Alexandria, Egypt
| | - Lara Seif
- Institute of Human Genetics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Malik Alawi
- Bioinformatics Core, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Khaled Matrawy
- Diagnostic Radiology and Medical Imaging Department, Medical Research Institute, Alexandria University, Alexandria, Egypt
| | - Karim Nabil
- Department of Ophthalmology, Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Ebtesam Abdalla
- Department of Human Genetics, Medical Research Institute, Alexandria University, Alexandria, Egypt
| | - Kerstin Kutsche
- Institute of Human Genetics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Frederike Leonie Harms
- Institute of Human Genetics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
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7
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Morton SU, Costain G, French CE, Wakeling E, Szuto A, Christodoulou J, Cohn R, Darras BT, Wojcik MH, D'Gama AM, Dowling JJ, Lunke S, Muntoni F, Raymond L, Rowitch D, Beggs AH, Stark Z, Agrawal PB. Exome and Genome Sequencing to Diagnose the Genetic Basis of Neonatal Hypotonia: An International Consortium Study. Neurology 2025; 104:e210106. [PMID: 39700446 DOI: 10.1212/wnl.0000000000210106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Accepted: 10/02/2024] [Indexed: 12/21/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Hypotonia is a relatively common finding among infants in the neonatal intensive care unit (NICU). Consideration of genetic testing is recommended early in the care of infants with unexplained hypotonia. We aimed to assess the diagnostic yield and overall impact of exome and genome sequencing (ES and GS). METHODS Consecutive infants with hypotonia were identified from research and clinical databases across 5 teaching hospitals in United States, Canada, United Kingdom, and Australia. Inclusion criteria included NICU admission and genetic evaluation. Infants with a known explanation for hypotonia were excluded. Data regarding infant characteristics, genetic testing, and diagnoses were collected. The primary outcome was identification of a molecular diagnosis. Impact on care was a secondary outcome. The Fisher exact and Wilcoxon rank-sum tests were used for statistical analysis. RESULTS We identified 147 infants with unexplained hypotonia. The median gestational age was 39 weeks (interquartile range [IQR] 36-42 weeks), 77 (52%) were female, and the median age was 8 days at the time of evaluation (IQR 2-19 days). Eighty (54%) had hypotonia as the main clinical feature while 67 (46%) had additional multisystem involvement. Seventy-five (51%) underwent rapid ES, 44 (30%) rapid GS, 2 (1%) both ES and GS, and 26 (18%) were admitted before ES or GS became available. Of the 121 infants who underwent ES and/or GS, 72 (60%) had the primary outcome of a molecular diagnosis. In addition, 2 infants with mitochondrial genome variants were diagnosed by mitochondrial GS after negative ES, and one infant needed targeted testing to identify a short tandem repeat expansion missed by GS. The proportion diagnosed by ES and GS was not different between infants with hypotonia as the primary finding (37/56, 66%) and infants with multisystemic symptoms (35/65, 54%, odds ratio [OR] 1.7, CI 0.8-3.7, p value = 0.20). Testing was more likely to have an impact on care for infants receiving a genetic diagnosis (57/66 vs 14/33, OR 8.4, CI 2.9-26.1, p = 1.0E-05). DISCUSSION Rapid ES and GS provided a molecular diagnosis for most of the infants with unexplained hypotonia who underwent testing. Further studies are needed to assess the generalizability of these findings as increased access to genetic testing becomes available. CLASSIFICATION OF EVIDENCE This study provides Class IV evidence that in unexplained neonatal hypotonia, rapid ES or GS adds diagnostic specificity.
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Affiliation(s)
- Sarah U Morton
- From the Division of Newborn Medicine (S.U.M., M.H.W., A.M.D.G.), Boston Children's Hospital; Department of Pediatrics (S.U.M., M.H.W., A.M.D.G., A.H.B., P.B.A.), Harvard Medical School; The Manton Center for Orphan Disease Research (S.U.M., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital; The Broad Institute of MIT and Harvard (S.U.M., M.H.W., A.H.B., P.B.A.), Cambridge, MA; Division of Clinical and Metabolic Genetics (G.C., R.C.), The Hospital for Sick Children; Program in Genetics and Genome Biology (G.C.,. R.C., J.J.D.), SickKids Research Institute; Department of Paediatrics (G.C., R.C., J.J.D.), Department of Molecular Genetics (G.C., A.S., J.J.D.), University of Toronto, Ontario, Canada; Division of Genetics and Genomics (C.E.F., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital, MA; North East Thames Regional Genetic Service (E.W., F.M.), Great Ormond Street Hospital Trust, London, United Kingdom; Department of Genetic Counselling (A.S.), The Hospital for Sick Children, Toronto, OntarioN, Canada; Murdoch Children's Research Institute and Department of Paediatrics (J.C., S.L., Z.S.), University of Melbourne, Victoria; Discipline of Child and Adolescent Health (J.C.), Sydney Medical School, University of Sydney, New South Wales, Australia; Department of Neurology (B.T.D.), Boston Children's Hospital; Epilepsy Genetics Program (A.M.D.G.), Department of Neurology, Boston Children's Hospital, MA; Division of Neurology (J.J.D.), The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pathology (S.L.), University of Melbourne, Australia; National Institute for Health Research Great Ormond Street Hospital Biomedical Research Centre (F.M.), Great Ormond Street Institute of Child Health, University College London; Departments of Medical Genetics and Paediatrics (L.R., D.R.), University of Cambridge, United Kingdom; Division of Neonatology (D.R.), Department of Pediatrics, UCSF, San Francisco, CA; Australian Genomics Health Alliance (Z.S.); and Division of Neonatology (P.B.A.), Department of Pediatrics, University of Miami and Holtz Children's Hospital, Jackson Health System, FL
| | - Gregory Costain
- From the Division of Newborn Medicine (S.U.M., M.H.W., A.M.D.G.), Boston Children's Hospital; Department of Pediatrics (S.U.M., M.H.W., A.M.D.G., A.H.B., P.B.A.), Harvard Medical School; The Manton Center for Orphan Disease Research (S.U.M., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital; The Broad Institute of MIT and Harvard (S.U.M., M.H.W., A.H.B., P.B.A.), Cambridge, MA; Division of Clinical and Metabolic Genetics (G.C., R.C.), The Hospital for Sick Children; Program in Genetics and Genome Biology (G.C.,. R.C., J.J.D.), SickKids Research Institute; Department of Paediatrics (G.C., R.C., J.J.D.), Department of Molecular Genetics (G.C., A.S., J.J.D.), University of Toronto, Ontario, Canada; Division of Genetics and Genomics (C.E.F., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital, MA; North East Thames Regional Genetic Service (E.W., F.M.), Great Ormond Street Hospital Trust, London, United Kingdom; Department of Genetic Counselling (A.S.), The Hospital for Sick Children, Toronto, OntarioN, Canada; Murdoch Children's Research Institute and Department of Paediatrics (J.C., S.L., Z.S.), University of Melbourne, Victoria; Discipline of Child and Adolescent Health (J.C.), Sydney Medical School, University of Sydney, New South Wales, Australia; Department of Neurology (B.T.D.), Boston Children's Hospital; Epilepsy Genetics Program (A.M.D.G.), Department of Neurology, Boston Children's Hospital, MA; Division of Neurology (J.J.D.), The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pathology (S.L.), University of Melbourne, Australia; National Institute for Health Research Great Ormond Street Hospital Biomedical Research Centre (F.M.), Great Ormond Street Institute of Child Health, University College London; Departments of Medical Genetics and Paediatrics (L.R., D.R.), University of Cambridge, United Kingdom; Division of Neonatology (D.R.), Department of Pediatrics, UCSF, San Francisco, CA; Australian Genomics Health Alliance (Z.S.); and Division of Neonatology (P.B.A.), Department of Pediatrics, University of Miami and Holtz Children's Hospital, Jackson Health System, FL
| | - Courtney E French
- From the Division of Newborn Medicine (S.U.M., M.H.W., A.M.D.G.), Boston Children's Hospital; Department of Pediatrics (S.U.M., M.H.W., A.M.D.G., A.H.B., P.B.A.), Harvard Medical School; The Manton Center for Orphan Disease Research (S.U.M., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital; The Broad Institute of MIT and Harvard (S.U.M., M.H.W., A.H.B., P.B.A.), Cambridge, MA; Division of Clinical and Metabolic Genetics (G.C., R.C.), The Hospital for Sick Children; Program in Genetics and Genome Biology (G.C.,. R.C., J.J.D.), SickKids Research Institute; Department of Paediatrics (G.C., R.C., J.J.D.), Department of Molecular Genetics (G.C., A.S., J.J.D.), University of Toronto, Ontario, Canada; Division of Genetics and Genomics (C.E.F., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital, MA; North East Thames Regional Genetic Service (E.W., F.M.), Great Ormond Street Hospital Trust, London, United Kingdom; Department of Genetic Counselling (A.S.), The Hospital for Sick Children, Toronto, OntarioN, Canada; Murdoch Children's Research Institute and Department of Paediatrics (J.C., S.L., Z.S.), University of Melbourne, Victoria; Discipline of Child and Adolescent Health (J.C.), Sydney Medical School, University of Sydney, New South Wales, Australia; Department of Neurology (B.T.D.), Boston Children's Hospital; Epilepsy Genetics Program (A.M.D.G.), Department of Neurology, Boston Children's Hospital, MA; Division of Neurology (J.J.D.), The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pathology (S.L.), University of Melbourne, Australia; National Institute for Health Research Great Ormond Street Hospital Biomedical Research Centre (F.M.), Great Ormond Street Institute of Child Health, University College London; Departments of Medical Genetics and Paediatrics (L.R., D.R.), University of Cambridge, United Kingdom; Division of Neonatology (D.R.), Department of Pediatrics, UCSF, San Francisco, CA; Australian Genomics Health Alliance (Z.S.); and Division of Neonatology (P.B.A.), Department of Pediatrics, University of Miami and Holtz Children's Hospital, Jackson Health System, FL
| | - Emma Wakeling
- From the Division of Newborn Medicine (S.U.M., M.H.W., A.M.D.G.), Boston Children's Hospital; Department of Pediatrics (S.U.M., M.H.W., A.M.D.G., A.H.B., P.B.A.), Harvard Medical School; The Manton Center for Orphan Disease Research (S.U.M., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital; The Broad Institute of MIT and Harvard (S.U.M., M.H.W., A.H.B., P.B.A.), Cambridge, MA; Division of Clinical and Metabolic Genetics (G.C., R.C.), The Hospital for Sick Children; Program in Genetics and Genome Biology (G.C.,. R.C., J.J.D.), SickKids Research Institute; Department of Paediatrics (G.C., R.C., J.J.D.), Department of Molecular Genetics (G.C., A.S., J.J.D.), University of Toronto, Ontario, Canada; Division of Genetics and Genomics (C.E.F., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital, MA; North East Thames Regional Genetic Service (E.W., F.M.), Great Ormond Street Hospital Trust, London, United Kingdom; Department of Genetic Counselling (A.S.), The Hospital for Sick Children, Toronto, OntarioN, Canada; Murdoch Children's Research Institute and Department of Paediatrics (J.C., S.L., Z.S.), University of Melbourne, Victoria; Discipline of Child and Adolescent Health (J.C.), Sydney Medical School, University of Sydney, New South Wales, Australia; Department of Neurology (B.T.D.), Boston Children's Hospital; Epilepsy Genetics Program (A.M.D.G.), Department of Neurology, Boston Children's Hospital, MA; Division of Neurology (J.J.D.), The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pathology (S.L.), University of Melbourne, Australia; National Institute for Health Research Great Ormond Street Hospital Biomedical Research Centre (F.M.), Great Ormond Street Institute of Child Health, University College London; Departments of Medical Genetics and Paediatrics (L.R., D.R.), University of Cambridge, United Kingdom; Division of Neonatology (D.R.), Department of Pediatrics, UCSF, San Francisco, CA; Australian Genomics Health Alliance (Z.S.); and Division of Neonatology (P.B.A.), Department of Pediatrics, University of Miami and Holtz Children's Hospital, Jackson Health System, FL
| | - Anna Szuto
- From the Division of Newborn Medicine (S.U.M., M.H.W., A.M.D.G.), Boston Children's Hospital; Department of Pediatrics (S.U.M., M.H.W., A.M.D.G., A.H.B., P.B.A.), Harvard Medical School; The Manton Center for Orphan Disease Research (S.U.M., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital; The Broad Institute of MIT and Harvard (S.U.M., M.H.W., A.H.B., P.B.A.), Cambridge, MA; Division of Clinical and Metabolic Genetics (G.C., R.C.), The Hospital for Sick Children; Program in Genetics and Genome Biology (G.C.,. R.C., J.J.D.), SickKids Research Institute; Department of Paediatrics (G.C., R.C., J.J.D.), Department of Molecular Genetics (G.C., A.S., J.J.D.), University of Toronto, Ontario, Canada; Division of Genetics and Genomics (C.E.F., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital, MA; North East Thames Regional Genetic Service (E.W., F.M.), Great Ormond Street Hospital Trust, London, United Kingdom; Department of Genetic Counselling (A.S.), The Hospital for Sick Children, Toronto, OntarioN, Canada; Murdoch Children's Research Institute and Department of Paediatrics (J.C., S.L., Z.S.), University of Melbourne, Victoria; Discipline of Child and Adolescent Health (J.C.), Sydney Medical School, University of Sydney, New South Wales, Australia; Department of Neurology (B.T.D.), Boston Children's Hospital; Epilepsy Genetics Program (A.M.D.G.), Department of Neurology, Boston Children's Hospital, MA; Division of Neurology (J.J.D.), The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pathology (S.L.), University of Melbourne, Australia; National Institute for Health Research Great Ormond Street Hospital Biomedical Research Centre (F.M.), Great Ormond Street Institute of Child Health, University College London; Departments of Medical Genetics and Paediatrics (L.R., D.R.), University of Cambridge, United Kingdom; Division of Neonatology (D.R.), Department of Pediatrics, UCSF, San Francisco, CA; Australian Genomics Health Alliance (Z.S.); and Division of Neonatology (P.B.A.), Department of Pediatrics, University of Miami and Holtz Children's Hospital, Jackson Health System, FL
| | - John Christodoulou
- From the Division of Newborn Medicine (S.U.M., M.H.W., A.M.D.G.), Boston Children's Hospital; Department of Pediatrics (S.U.M., M.H.W., A.M.D.G., A.H.B., P.B.A.), Harvard Medical School; The Manton Center for Orphan Disease Research (S.U.M., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital; The Broad Institute of MIT and Harvard (S.U.M., M.H.W., A.H.B., P.B.A.), Cambridge, MA; Division of Clinical and Metabolic Genetics (G.C., R.C.), The Hospital for Sick Children; Program in Genetics and Genome Biology (G.C.,. R.C., J.J.D.), SickKids Research Institute; Department of Paediatrics (G.C., R.C., J.J.D.), Department of Molecular Genetics (G.C., A.S., J.J.D.), University of Toronto, Ontario, Canada; Division of Genetics and Genomics (C.E.F., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital, MA; North East Thames Regional Genetic Service (E.W., F.M.), Great Ormond Street Hospital Trust, London, United Kingdom; Department of Genetic Counselling (A.S.), The Hospital for Sick Children, Toronto, OntarioN, Canada; Murdoch Children's Research Institute and Department of Paediatrics (J.C., S.L., Z.S.), University of Melbourne, Victoria; Discipline of Child and Adolescent Health (J.C.), Sydney Medical School, University of Sydney, New South Wales, Australia; Department of Neurology (B.T.D.), Boston Children's Hospital; Epilepsy Genetics Program (A.M.D.G.), Department of Neurology, Boston Children's Hospital, MA; Division of Neurology (J.J.D.), The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pathology (S.L.), University of Melbourne, Australia; National Institute for Health Research Great Ormond Street Hospital Biomedical Research Centre (F.M.), Great Ormond Street Institute of Child Health, University College London; Departments of Medical Genetics and Paediatrics (L.R., D.R.), University of Cambridge, United Kingdom; Division of Neonatology (D.R.), Department of Pediatrics, UCSF, San Francisco, CA; Australian Genomics Health Alliance (Z.S.); and Division of Neonatology (P.B.A.), Department of Pediatrics, University of Miami and Holtz Children's Hospital, Jackson Health System, FL
| | - Ronald Cohn
- From the Division of Newborn Medicine (S.U.M., M.H.W., A.M.D.G.), Boston Children's Hospital; Department of Pediatrics (S.U.M., M.H.W., A.M.D.G., A.H.B., P.B.A.), Harvard Medical School; The Manton Center for Orphan Disease Research (S.U.M., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital; The Broad Institute of MIT and Harvard (S.U.M., M.H.W., A.H.B., P.B.A.), Cambridge, MA; Division of Clinical and Metabolic Genetics (G.C., R.C.), The Hospital for Sick Children; Program in Genetics and Genome Biology (G.C.,. R.C., J.J.D.), SickKids Research Institute; Department of Paediatrics (G.C., R.C., J.J.D.), Department of Molecular Genetics (G.C., A.S., J.J.D.), University of Toronto, Ontario, Canada; Division of Genetics and Genomics (C.E.F., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital, MA; North East Thames Regional Genetic Service (E.W., F.M.), Great Ormond Street Hospital Trust, London, United Kingdom; Department of Genetic Counselling (A.S.), The Hospital for Sick Children, Toronto, OntarioN, Canada; Murdoch Children's Research Institute and Department of Paediatrics (J.C., S.L., Z.S.), University of Melbourne, Victoria; Discipline of Child and Adolescent Health (J.C.), Sydney Medical School, University of Sydney, New South Wales, Australia; Department of Neurology (B.T.D.), Boston Children's Hospital; Epilepsy Genetics Program (A.M.D.G.), Department of Neurology, Boston Children's Hospital, MA; Division of Neurology (J.J.D.), The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pathology (S.L.), University of Melbourne, Australia; National Institute for Health Research Great Ormond Street Hospital Biomedical Research Centre (F.M.), Great Ormond Street Institute of Child Health, University College London; Departments of Medical Genetics and Paediatrics (L.R., D.R.), University of Cambridge, United Kingdom; Division of Neonatology (D.R.), Department of Pediatrics, UCSF, San Francisco, CA; Australian Genomics Health Alliance (Z.S.); and Division of Neonatology (P.B.A.), Department of Pediatrics, University of Miami and Holtz Children's Hospital, Jackson Health System, FL
| | - Basil T Darras
- From the Division of Newborn Medicine (S.U.M., M.H.W., A.M.D.G.), Boston Children's Hospital; Department of Pediatrics (S.U.M., M.H.W., A.M.D.G., A.H.B., P.B.A.), Harvard Medical School; The Manton Center for Orphan Disease Research (S.U.M., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital; The Broad Institute of MIT and Harvard (S.U.M., M.H.W., A.H.B., P.B.A.), Cambridge, MA; Division of Clinical and Metabolic Genetics (G.C., R.C.), The Hospital for Sick Children; Program in Genetics and Genome Biology (G.C.,. R.C., J.J.D.), SickKids Research Institute; Department of Paediatrics (G.C., R.C., J.J.D.), Department of Molecular Genetics (G.C., A.S., J.J.D.), University of Toronto, Ontario, Canada; Division of Genetics and Genomics (C.E.F., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital, MA; North East Thames Regional Genetic Service (E.W., F.M.), Great Ormond Street Hospital Trust, London, United Kingdom; Department of Genetic Counselling (A.S.), The Hospital for Sick Children, Toronto, OntarioN, Canada; Murdoch Children's Research Institute and Department of Paediatrics (J.C., S.L., Z.S.), University of Melbourne, Victoria; Discipline of Child and Adolescent Health (J.C.), Sydney Medical School, University of Sydney, New South Wales, Australia; Department of Neurology (B.T.D.), Boston Children's Hospital; Epilepsy Genetics Program (A.M.D.G.), Department of Neurology, Boston Children's Hospital, MA; Division of Neurology (J.J.D.), The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pathology (S.L.), University of Melbourne, Australia; National Institute for Health Research Great Ormond Street Hospital Biomedical Research Centre (F.M.), Great Ormond Street Institute of Child Health, University College London; Departments of Medical Genetics and Paediatrics (L.R., D.R.), University of Cambridge, United Kingdom; Division of Neonatology (D.R.), Department of Pediatrics, UCSF, San Francisco, CA; Australian Genomics Health Alliance (Z.S.); and Division of Neonatology (P.B.A.), Department of Pediatrics, University of Miami and Holtz Children's Hospital, Jackson Health System, FL
| | - Monica H Wojcik
- From the Division of Newborn Medicine (S.U.M., M.H.W., A.M.D.G.), Boston Children's Hospital; Department of Pediatrics (S.U.M., M.H.W., A.M.D.G., A.H.B., P.B.A.), Harvard Medical School; The Manton Center for Orphan Disease Research (S.U.M., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital; The Broad Institute of MIT and Harvard (S.U.M., M.H.W., A.H.B., P.B.A.), Cambridge, MA; Division of Clinical and Metabolic Genetics (G.C., R.C.), The Hospital for Sick Children; Program in Genetics and Genome Biology (G.C.,. R.C., J.J.D.), SickKids Research Institute; Department of Paediatrics (G.C., R.C., J.J.D.), Department of Molecular Genetics (G.C., A.S., J.J.D.), University of Toronto, Ontario, Canada; Division of Genetics and Genomics (C.E.F., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital, MA; North East Thames Regional Genetic Service (E.W., F.M.), Great Ormond Street Hospital Trust, London, United Kingdom; Department of Genetic Counselling (A.S.), The Hospital for Sick Children, Toronto, OntarioN, Canada; Murdoch Children's Research Institute and Department of Paediatrics (J.C., S.L., Z.S.), University of Melbourne, Victoria; Discipline of Child and Adolescent Health (J.C.), Sydney Medical School, University of Sydney, New South Wales, Australia; Department of Neurology (B.T.D.), Boston Children's Hospital; Epilepsy Genetics Program (A.M.D.G.), Department of Neurology, Boston Children's Hospital, MA; Division of Neurology (J.J.D.), The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pathology (S.L.), University of Melbourne, Australia; National Institute for Health Research Great Ormond Street Hospital Biomedical Research Centre (F.M.), Great Ormond Street Institute of Child Health, University College London; Departments of Medical Genetics and Paediatrics (L.R., D.R.), University of Cambridge, United Kingdom; Division of Neonatology (D.R.), Department of Pediatrics, UCSF, San Francisco, CA; Australian Genomics Health Alliance (Z.S.); and Division of Neonatology (P.B.A.), Department of Pediatrics, University of Miami and Holtz Children's Hospital, Jackson Health System, FL
| | - Alissa M D'Gama
- From the Division of Newborn Medicine (S.U.M., M.H.W., A.M.D.G.), Boston Children's Hospital; Department of Pediatrics (S.U.M., M.H.W., A.M.D.G., A.H.B., P.B.A.), Harvard Medical School; The Manton Center for Orphan Disease Research (S.U.M., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital; The Broad Institute of MIT and Harvard (S.U.M., M.H.W., A.H.B., P.B.A.), Cambridge, MA; Division of Clinical and Metabolic Genetics (G.C., R.C.), The Hospital for Sick Children; Program in Genetics and Genome Biology (G.C.,. R.C., J.J.D.), SickKids Research Institute; Department of Paediatrics (G.C., R.C., J.J.D.), Department of Molecular Genetics (G.C., A.S., J.J.D.), University of Toronto, Ontario, Canada; Division of Genetics and Genomics (C.E.F., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital, MA; North East Thames Regional Genetic Service (E.W., F.M.), Great Ormond Street Hospital Trust, London, United Kingdom; Department of Genetic Counselling (A.S.), The Hospital for Sick Children, Toronto, OntarioN, Canada; Murdoch Children's Research Institute and Department of Paediatrics (J.C., S.L., Z.S.), University of Melbourne, Victoria; Discipline of Child and Adolescent Health (J.C.), Sydney Medical School, University of Sydney, New South Wales, Australia; Department of Neurology (B.T.D.), Boston Children's Hospital; Epilepsy Genetics Program (A.M.D.G.), Department of Neurology, Boston Children's Hospital, MA; Division of Neurology (J.J.D.), The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pathology (S.L.), University of Melbourne, Australia; National Institute for Health Research Great Ormond Street Hospital Biomedical Research Centre (F.M.), Great Ormond Street Institute of Child Health, University College London; Departments of Medical Genetics and Paediatrics (L.R., D.R.), University of Cambridge, United Kingdom; Division of Neonatology (D.R.), Department of Pediatrics, UCSF, San Francisco, CA; Australian Genomics Health Alliance (Z.S.); and Division of Neonatology (P.B.A.), Department of Pediatrics, University of Miami and Holtz Children's Hospital, Jackson Health System, FL
| | - James J Dowling
- From the Division of Newborn Medicine (S.U.M., M.H.W., A.M.D.G.), Boston Children's Hospital; Department of Pediatrics (S.U.M., M.H.W., A.M.D.G., A.H.B., P.B.A.), Harvard Medical School; The Manton Center for Orphan Disease Research (S.U.M., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital; The Broad Institute of MIT and Harvard (S.U.M., M.H.W., A.H.B., P.B.A.), Cambridge, MA; Division of Clinical and Metabolic Genetics (G.C., R.C.), The Hospital for Sick Children; Program in Genetics and Genome Biology (G.C.,. R.C., J.J.D.), SickKids Research Institute; Department of Paediatrics (G.C., R.C., J.J.D.), Department of Molecular Genetics (G.C., A.S., J.J.D.), University of Toronto, Ontario, Canada; Division of Genetics and Genomics (C.E.F., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital, MA; North East Thames Regional Genetic Service (E.W., F.M.), Great Ormond Street Hospital Trust, London, United Kingdom; Department of Genetic Counselling (A.S.), The Hospital for Sick Children, Toronto, OntarioN, Canada; Murdoch Children's Research Institute and Department of Paediatrics (J.C., S.L., Z.S.), University of Melbourne, Victoria; Discipline of Child and Adolescent Health (J.C.), Sydney Medical School, University of Sydney, New South Wales, Australia; Department of Neurology (B.T.D.), Boston Children's Hospital; Epilepsy Genetics Program (A.M.D.G.), Department of Neurology, Boston Children's Hospital, MA; Division of Neurology (J.J.D.), The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pathology (S.L.), University of Melbourne, Australia; National Institute for Health Research Great Ormond Street Hospital Biomedical Research Centre (F.M.), Great Ormond Street Institute of Child Health, University College London; Departments of Medical Genetics and Paediatrics (L.R., D.R.), University of Cambridge, United Kingdom; Division of Neonatology (D.R.), Department of Pediatrics, UCSF, San Francisco, CA; Australian Genomics Health Alliance (Z.S.); and Division of Neonatology (P.B.A.), Department of Pediatrics, University of Miami and Holtz Children's Hospital, Jackson Health System, FL
| | - Sebastian Lunke
- From the Division of Newborn Medicine (S.U.M., M.H.W., A.M.D.G.), Boston Children's Hospital; Department of Pediatrics (S.U.M., M.H.W., A.M.D.G., A.H.B., P.B.A.), Harvard Medical School; The Manton Center for Orphan Disease Research (S.U.M., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital; The Broad Institute of MIT and Harvard (S.U.M., M.H.W., A.H.B., P.B.A.), Cambridge, MA; Division of Clinical and Metabolic Genetics (G.C., R.C.), The Hospital for Sick Children; Program in Genetics and Genome Biology (G.C.,. R.C., J.J.D.), SickKids Research Institute; Department of Paediatrics (G.C., R.C., J.J.D.), Department of Molecular Genetics (G.C., A.S., J.J.D.), University of Toronto, Ontario, Canada; Division of Genetics and Genomics (C.E.F., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital, MA; North East Thames Regional Genetic Service (E.W., F.M.), Great Ormond Street Hospital Trust, London, United Kingdom; Department of Genetic Counselling (A.S.), The Hospital for Sick Children, Toronto, OntarioN, Canada; Murdoch Children's Research Institute and Department of Paediatrics (J.C., S.L., Z.S.), University of Melbourne, Victoria; Discipline of Child and Adolescent Health (J.C.), Sydney Medical School, University of Sydney, New South Wales, Australia; Department of Neurology (B.T.D.), Boston Children's Hospital; Epilepsy Genetics Program (A.M.D.G.), Department of Neurology, Boston Children's Hospital, MA; Division of Neurology (J.J.D.), The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pathology (S.L.), University of Melbourne, Australia; National Institute for Health Research Great Ormond Street Hospital Biomedical Research Centre (F.M.), Great Ormond Street Institute of Child Health, University College London; Departments of Medical Genetics and Paediatrics (L.R., D.R.), University of Cambridge, United Kingdom; Division of Neonatology (D.R.), Department of Pediatrics, UCSF, San Francisco, CA; Australian Genomics Health Alliance (Z.S.); and Division of Neonatology (P.B.A.), Department of Pediatrics, University of Miami and Holtz Children's Hospital, Jackson Health System, FL
| | - Francesco Muntoni
- From the Division of Newborn Medicine (S.U.M., M.H.W., A.M.D.G.), Boston Children's Hospital; Department of Pediatrics (S.U.M., M.H.W., A.M.D.G., A.H.B., P.B.A.), Harvard Medical School; The Manton Center for Orphan Disease Research (S.U.M., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital; The Broad Institute of MIT and Harvard (S.U.M., M.H.W., A.H.B., P.B.A.), Cambridge, MA; Division of Clinical and Metabolic Genetics (G.C., R.C.), The Hospital for Sick Children; Program in Genetics and Genome Biology (G.C.,. R.C., J.J.D.), SickKids Research Institute; Department of Paediatrics (G.C., R.C., J.J.D.), Department of Molecular Genetics (G.C., A.S., J.J.D.), University of Toronto, Ontario, Canada; Division of Genetics and Genomics (C.E.F., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital, MA; North East Thames Regional Genetic Service (E.W., F.M.), Great Ormond Street Hospital Trust, London, United Kingdom; Department of Genetic Counselling (A.S.), The Hospital for Sick Children, Toronto, OntarioN, Canada; Murdoch Children's Research Institute and Department of Paediatrics (J.C., S.L., Z.S.), University of Melbourne, Victoria; Discipline of Child and Adolescent Health (J.C.), Sydney Medical School, University of Sydney, New South Wales, Australia; Department of Neurology (B.T.D.), Boston Children's Hospital; Epilepsy Genetics Program (A.M.D.G.), Department of Neurology, Boston Children's Hospital, MA; Division of Neurology (J.J.D.), The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pathology (S.L.), University of Melbourne, Australia; National Institute for Health Research Great Ormond Street Hospital Biomedical Research Centre (F.M.), Great Ormond Street Institute of Child Health, University College London; Departments of Medical Genetics and Paediatrics (L.R., D.R.), University of Cambridge, United Kingdom; Division of Neonatology (D.R.), Department of Pediatrics, UCSF, San Francisco, CA; Australian Genomics Health Alliance (Z.S.); and Division of Neonatology (P.B.A.), Department of Pediatrics, University of Miami and Holtz Children's Hospital, Jackson Health System, FL
| | - Lucy Raymond
- From the Division of Newborn Medicine (S.U.M., M.H.W., A.M.D.G.), Boston Children's Hospital; Department of Pediatrics (S.U.M., M.H.W., A.M.D.G., A.H.B., P.B.A.), Harvard Medical School; The Manton Center for Orphan Disease Research (S.U.M., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital; The Broad Institute of MIT and Harvard (S.U.M., M.H.W., A.H.B., P.B.A.), Cambridge, MA; Division of Clinical and Metabolic Genetics (G.C., R.C.), The Hospital for Sick Children; Program in Genetics and Genome Biology (G.C.,. R.C., J.J.D.), SickKids Research Institute; Department of Paediatrics (G.C., R.C., J.J.D.), Department of Molecular Genetics (G.C., A.S., J.J.D.), University of Toronto, Ontario, Canada; Division of Genetics and Genomics (C.E.F., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital, MA; North East Thames Regional Genetic Service (E.W., F.M.), Great Ormond Street Hospital Trust, London, United Kingdom; Department of Genetic Counselling (A.S.), The Hospital for Sick Children, Toronto, OntarioN, Canada; Murdoch Children's Research Institute and Department of Paediatrics (J.C., S.L., Z.S.), University of Melbourne, Victoria; Discipline of Child and Adolescent Health (J.C.), Sydney Medical School, University of Sydney, New South Wales, Australia; Department of Neurology (B.T.D.), Boston Children's Hospital; Epilepsy Genetics Program (A.M.D.G.), Department of Neurology, Boston Children's Hospital, MA; Division of Neurology (J.J.D.), The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pathology (S.L.), University of Melbourne, Australia; National Institute for Health Research Great Ormond Street Hospital Biomedical Research Centre (F.M.), Great Ormond Street Institute of Child Health, University College London; Departments of Medical Genetics and Paediatrics (L.R., D.R.), University of Cambridge, United Kingdom; Division of Neonatology (D.R.), Department of Pediatrics, UCSF, San Francisco, CA; Australian Genomics Health Alliance (Z.S.); and Division of Neonatology (P.B.A.), Department of Pediatrics, University of Miami and Holtz Children's Hospital, Jackson Health System, FL
| | - David Rowitch
- From the Division of Newborn Medicine (S.U.M., M.H.W., A.M.D.G.), Boston Children's Hospital; Department of Pediatrics (S.U.M., M.H.W., A.M.D.G., A.H.B., P.B.A.), Harvard Medical School; The Manton Center for Orphan Disease Research (S.U.M., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital; The Broad Institute of MIT and Harvard (S.U.M., M.H.W., A.H.B., P.B.A.), Cambridge, MA; Division of Clinical and Metabolic Genetics (G.C., R.C.), The Hospital for Sick Children; Program in Genetics and Genome Biology (G.C.,. R.C., J.J.D.), SickKids Research Institute; Department of Paediatrics (G.C., R.C., J.J.D.), Department of Molecular Genetics (G.C., A.S., J.J.D.), University of Toronto, Ontario, Canada; Division of Genetics and Genomics (C.E.F., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital, MA; North East Thames Regional Genetic Service (E.W., F.M.), Great Ormond Street Hospital Trust, London, United Kingdom; Department of Genetic Counselling (A.S.), The Hospital for Sick Children, Toronto, OntarioN, Canada; Murdoch Children's Research Institute and Department of Paediatrics (J.C., S.L., Z.S.), University of Melbourne, Victoria; Discipline of Child and Adolescent Health (J.C.), Sydney Medical School, University of Sydney, New South Wales, Australia; Department of Neurology (B.T.D.), Boston Children's Hospital; Epilepsy Genetics Program (A.M.D.G.), Department of Neurology, Boston Children's Hospital, MA; Division of Neurology (J.J.D.), The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pathology (S.L.), University of Melbourne, Australia; National Institute for Health Research Great Ormond Street Hospital Biomedical Research Centre (F.M.), Great Ormond Street Institute of Child Health, University College London; Departments of Medical Genetics and Paediatrics (L.R., D.R.), University of Cambridge, United Kingdom; Division of Neonatology (D.R.), Department of Pediatrics, UCSF, San Francisco, CA; Australian Genomics Health Alliance (Z.S.); and Division of Neonatology (P.B.A.), Department of Pediatrics, University of Miami and Holtz Children's Hospital, Jackson Health System, FL
| | - Alan H Beggs
- From the Division of Newborn Medicine (S.U.M., M.H.W., A.M.D.G.), Boston Children's Hospital; Department of Pediatrics (S.U.M., M.H.W., A.M.D.G., A.H.B., P.B.A.), Harvard Medical School; The Manton Center for Orphan Disease Research (S.U.M., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital; The Broad Institute of MIT and Harvard (S.U.M., M.H.W., A.H.B., P.B.A.), Cambridge, MA; Division of Clinical and Metabolic Genetics (G.C., R.C.), The Hospital for Sick Children; Program in Genetics and Genome Biology (G.C.,. R.C., J.J.D.), SickKids Research Institute; Department of Paediatrics (G.C., R.C., J.J.D.), Department of Molecular Genetics (G.C., A.S., J.J.D.), University of Toronto, Ontario, Canada; Division of Genetics and Genomics (C.E.F., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital, MA; North East Thames Regional Genetic Service (E.W., F.M.), Great Ormond Street Hospital Trust, London, United Kingdom; Department of Genetic Counselling (A.S.), The Hospital for Sick Children, Toronto, OntarioN, Canada; Murdoch Children's Research Institute and Department of Paediatrics (J.C., S.L., Z.S.), University of Melbourne, Victoria; Discipline of Child and Adolescent Health (J.C.), Sydney Medical School, University of Sydney, New South Wales, Australia; Department of Neurology (B.T.D.), Boston Children's Hospital; Epilepsy Genetics Program (A.M.D.G.), Department of Neurology, Boston Children's Hospital, MA; Division of Neurology (J.J.D.), The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pathology (S.L.), University of Melbourne, Australia; National Institute for Health Research Great Ormond Street Hospital Biomedical Research Centre (F.M.), Great Ormond Street Institute of Child Health, University College London; Departments of Medical Genetics and Paediatrics (L.R., D.R.), University of Cambridge, United Kingdom; Division of Neonatology (D.R.), Department of Pediatrics, UCSF, San Francisco, CA; Australian Genomics Health Alliance (Z.S.); and Division of Neonatology (P.B.A.), Department of Pediatrics, University of Miami and Holtz Children's Hospital, Jackson Health System, FL
| | - Zornitza Stark
- From the Division of Newborn Medicine (S.U.M., M.H.W., A.M.D.G.), Boston Children's Hospital; Department of Pediatrics (S.U.M., M.H.W., A.M.D.G., A.H.B., P.B.A.), Harvard Medical School; The Manton Center for Orphan Disease Research (S.U.M., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital; The Broad Institute of MIT and Harvard (S.U.M., M.H.W., A.H.B., P.B.A.), Cambridge, MA; Division of Clinical and Metabolic Genetics (G.C., R.C.), The Hospital for Sick Children; Program in Genetics and Genome Biology (G.C.,. R.C., J.J.D.), SickKids Research Institute; Department of Paediatrics (G.C., R.C., J.J.D.), Department of Molecular Genetics (G.C., A.S., J.J.D.), University of Toronto, Ontario, Canada; Division of Genetics and Genomics (C.E.F., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital, MA; North East Thames Regional Genetic Service (E.W., F.M.), Great Ormond Street Hospital Trust, London, United Kingdom; Department of Genetic Counselling (A.S.), The Hospital for Sick Children, Toronto, OntarioN, Canada; Murdoch Children's Research Institute and Department of Paediatrics (J.C., S.L., Z.S.), University of Melbourne, Victoria; Discipline of Child and Adolescent Health (J.C.), Sydney Medical School, University of Sydney, New South Wales, Australia; Department of Neurology (B.T.D.), Boston Children's Hospital; Epilepsy Genetics Program (A.M.D.G.), Department of Neurology, Boston Children's Hospital, MA; Division of Neurology (J.J.D.), The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pathology (S.L.), University of Melbourne, Australia; National Institute for Health Research Great Ormond Street Hospital Biomedical Research Centre (F.M.), Great Ormond Street Institute of Child Health, University College London; Departments of Medical Genetics and Paediatrics (L.R., D.R.), University of Cambridge, United Kingdom; Division of Neonatology (D.R.), Department of Pediatrics, UCSF, San Francisco, CA; Australian Genomics Health Alliance (Z.S.); and Division of Neonatology (P.B.A.), Department of Pediatrics, University of Miami and Holtz Children's Hospital, Jackson Health System, FL
| | - Pankaj B Agrawal
- From the Division of Newborn Medicine (S.U.M., M.H.W., A.M.D.G.), Boston Children's Hospital; Department of Pediatrics (S.U.M., M.H.W., A.M.D.G., A.H.B., P.B.A.), Harvard Medical School; The Manton Center for Orphan Disease Research (S.U.M., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital; The Broad Institute of MIT and Harvard (S.U.M., M.H.W., A.H.B., P.B.A.), Cambridge, MA; Division of Clinical and Metabolic Genetics (G.C., R.C.), The Hospital for Sick Children; Program in Genetics and Genome Biology (G.C.,. R.C., J.J.D.), SickKids Research Institute; Department of Paediatrics (G.C., R.C., J.J.D.), Department of Molecular Genetics (G.C., A.S., J.J.D.), University of Toronto, Ontario, Canada; Division of Genetics and Genomics (C.E.F., M.H.W., A.H.B., P.B.A.), Boston Children's Hospital, MA; North East Thames Regional Genetic Service (E.W., F.M.), Great Ormond Street Hospital Trust, London, United Kingdom; Department of Genetic Counselling (A.S.), The Hospital for Sick Children, Toronto, OntarioN, Canada; Murdoch Children's Research Institute and Department of Paediatrics (J.C., S.L., Z.S.), University of Melbourne, Victoria; Discipline of Child and Adolescent Health (J.C.), Sydney Medical School, University of Sydney, New South Wales, Australia; Department of Neurology (B.T.D.), Boston Children's Hospital; Epilepsy Genetics Program (A.M.D.G.), Department of Neurology, Boston Children's Hospital, MA; Division of Neurology (J.J.D.), The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pathology (S.L.), University of Melbourne, Australia; National Institute for Health Research Great Ormond Street Hospital Biomedical Research Centre (F.M.), Great Ormond Street Institute of Child Health, University College London; Departments of Medical Genetics and Paediatrics (L.R., D.R.), University of Cambridge, United Kingdom; Division of Neonatology (D.R.), Department of Pediatrics, UCSF, San Francisco, CA; Australian Genomics Health Alliance (Z.S.); and Division of Neonatology (P.B.A.), Department of Pediatrics, University of Miami and Holtz Children's Hospital, Jackson Health System, FL
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8
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Hiatt SM, Lawlor JMJ, Handley LH, Latner DR, Bonnstetter ZT, Finnila CR, Thompson ML, Boston LB, Williams M, Rodriguez Nunez I, Jenkins J, Kelley WV, Bebin EM, Lopez MA, Hurst ACE, Korf BR, Schmutz J, Grimwood J, Cooper GM. Long-read genome sequencing and variant reanalysis increase diagnostic yield in neurodevelopmental disorders. Genome Res 2024; 34:1747-1762. [PMID: 39299904 PMCID: PMC11610584 DOI: 10.1101/gr.279227.124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 08/19/2024] [Indexed: 09/22/2024]
Abstract
Variant detection from long-read genome sequencing (lrGS) has proven to be more accurate and comprehensive than variant detection from short-read genome sequencing (srGS). However, the rate at which lrGS can increase molecular diagnostic yield for rare disease is not yet precisely characterized. We performed lrGS using Pacific Biosciences "HiFi" technology on 96 short-read-negative probands with rare diseases that were suspected to be genetic. We generated hg38-aligned variants and de novo phased genome assemblies, and subsequently annotated, filtered, and curated variants using clinical standards. New disease-relevant or potentially relevant genetic findings were identified in 16/96 (16.7%) probands, nine of which (8/96, ∼9.4%) harbored pathogenic or likely pathogenic variants. Nine probands (∼9.4%) had variants that were accurately called in both srGS and lrGS and represent changes to clinical interpretation, mostly from recently published gene-disease associations. Seven cases included variants that were only correctly interpreted in lrGS, including copy-number variants (CNVs), an inversion, a mobile element insertion, two low-complexity repeat expansions, and a 1 bp deletion. While evidence for each of these variants is, in retrospect, visible in srGS, they were either not called within srGS data, were represented by calls with incorrect sizes or structures, or failed quality control and filtration. Thus, while reanalysis of older srGS data clearly increases diagnostic yield, we find that lrGS allows for substantial additional yield (7/96, 7.3%) beyond srGS. We anticipate that as lrGS analysis improves, and as lrGS data sets grow allowing for better variant-frequency annotation, the additional lrGS-only rare disease yield will grow over time.
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Affiliation(s)
- Susan M Hiatt
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA;
| | - James M J Lawlor
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | - Lori H Handley
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | - Donald R Latner
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | | | - Candice R Finnila
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | | | - Lori Beth Boston
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | - Melissa Williams
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | | | - Jerry Jenkins
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | - Whitley V Kelley
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | - E Martina Bebin
- Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama 35924, USA
| | - Michael A Lopez
- Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama 35924, USA
- Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama 35924, USA
- Department of Genetics, University of Alabama at Birmingham, Birmingham, Alabama 35924, USA
| | - Anna C E Hurst
- Department of Genetics, University of Alabama at Birmingham, Birmingham, Alabama 35924, USA
| | - Bruce R Korf
- Department of Genetics, University of Alabama at Birmingham, Birmingham, Alabama 35924, USA
| | - Jeremy Schmutz
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | - Jane Grimwood
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | - Gregory M Cooper
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA;
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9
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Saeidian AH, March ME, Youssefian L, Watson DJ, Bhandari E, Wang X, Zhao X, Owen NM, Strong A, Harr MH, Bhoj E, Zackai E, Vahidnezhad H, Gudjonsson JE, Cederbaum SD, Deignan JL, Glessner J, Grody WW, Hakonarson H. Secondary ACMG and non-ACMG genetic findings in a multiethnic cohort of 16,713 pediatric participants. Genet Med 2024; 26:101225. [PMID: 39096151 DOI: 10.1016/j.gim.2024.101225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Revised: 07/23/2024] [Accepted: 07/24/2024] [Indexed: 08/04/2024] Open
Abstract
PURPOSE Clinical next-generation sequencing is an effective approach for identifying pathogenic sequence variants that are medically actionable for participants and families but are not associated with the participant's primary diagnosis. These variants are called secondary findings (SFs). According to the literature, there is no report of the types and frequencies of SFs in a large pediatric cohort that includes substantial African-American participants. We sought to investigate the types (including American College of Medical Genetics and Genomics [ACMG] and non-ACMG-recommended gene lists), frequencies, and rates of SFs, as well as the effects of SF disclosure on the participants and families of a large pediatric cohort at the Center for Applied Genomics at The Children's Hospital of Philadelphia. METHODS We systematically identified pathogenic (P) and likely pathogenic (LP) variants in established disease-causing genes, adhering to ACMG v3.2 secondary finding guidelines and beyond. For non-ACMG SFs, akin to incidental findings in clinical settings, we utilized a set of criteria focusing on pediatric onset, high penetrance, moderate to severe phenotypes, and the clinical actionability of the variants. This criteria-based approach was applied rather than using a fixed gene list to ensure that the variants identified are likely to affect participant health significantly. To identify and categorize these variants, we used a clinical-grade variant classification standard per ACMG/AMP recommendations; additionally, we conducted a detailed literature search to ensure a comprehensive exploration of potential SFs relevant to pediatric participants. RESULTS We report a distinctive distribution of 1464 P/LP SF variants in 16,713 participants. There were 427 unique variants in ACMG genes and 265 in non-ACMG genes. The most frequently mutated genes among the ACMG and non-ACMG gene lists were TTR(41.6%) and CHEK2 (7.16%), respectively. Overall, variants of possible medical importance were found in 8.76% of participants in both ACMG (5.81%) and non-ACMG (2.95%) genes. CONCLUSION Our study revealed that 8.76% of a large, multiethnic pediatric cohort carried actionable secondary genetic findings, with 5.81% in ACMG genes and 2.95% in non-ACMG genes. These findings emphasize the importance of including diverse populations in genetic research to ensure that all groups benefit from early identification of disease risks. Our results provide a foundation for expanding the ACMG gene list and improving clinical care through early interventions.
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Affiliation(s)
- Amir Hossein Saeidian
- Center for Applied Genomics (CAG), The Children's Hospital of Philadelphia, Philadelphia, PA; Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX
| | - Michael E March
- Center for Applied Genomics (CAG), The Children's Hospital of Philadelphia, Philadelphia, PA
| | - Leila Youssefian
- Center for Applied Genomics (CAG), The Children's Hospital of Philadelphia, Philadelphia, PA; Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, UCLA, Los Angeles, CA; Department of Pathology, Cytogenetics Laboratory, City of Hope National Medical Center, Irwindale, CA
| | - Deborah J Watson
- Center for Applied Genomics (CAG), The Children's Hospital of Philadelphia, Philadelphia, PA
| | - Esha Bhandari
- Center for Applied Genomics (CAG), The Children's Hospital of Philadelphia, Philadelphia, PA; Drexel University College of Medicine, Philadelphia, PA
| | - Xiang Wang
- Center for Applied Genomics (CAG), The Children's Hospital of Philadelphia, Philadelphia, PA
| | - Xiaonan Zhao
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX
| | - Nichole Marie Owen
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX
| | - Alanna Strong
- Center for Applied Genomics (CAG), The Children's Hospital of Philadelphia, Philadelphia, PA; Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Margaret H Harr
- Center for Applied Genomics (CAG), The Children's Hospital of Philadelphia, Philadelphia, PA
| | - Elizabeth Bhoj
- Center for Applied Genomics (CAG), The Children's Hospital of Philadelphia, Philadelphia, PA; Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Elaine Zackai
- Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Hassan Vahidnezhad
- Center for Applied Genomics (CAG), The Children's Hospital of Philadelphia, Philadelphia, PA; Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; Department of Dermatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Johann E Gudjonsson
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI
| | - Stephen D Cederbaum
- Departments of Psychiatry, Pediatrics, and Human Genetics, David Geffen School of Medicine, UCLA, Los Angeles, CA
| | - Joshua L Deignan
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, UCLA, Los Angeles, CA
| | - Joseph Glessner
- Center for Applied Genomics (CAG), The Children's Hospital of Philadelphia, Philadelphia, PA; Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Wayne W Grody
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, UCLA, Los Angeles, CA; Departments of Pathology and Laboratory Medicine, Pediatrics, and Human Genetics, David Geffen School of Medicine, UCLA, Los Angeles, CA
| | - Hakon Hakonarson
- Center for Applied Genomics (CAG), The Children's Hospital of Philadelphia, Philadelphia, PA; Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; Division of Pulmonary Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA.
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10
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Smith HS, Zettler B, Genetti CA, Hickingbotham MR, Coleman TF, Lebo M, Nagy A, Zouk H, Mahanta L, Christensen KD, Pereira S, Shah ND, Gold NB, Walmsley S, Edwards S, Homayouni R, Krasan GP, Hakonarson H, Horowitz CR, Gelb BD, Korf BR, McGuire AL, Holm IA, Green RC. The BabySeq Project: A clinical trial of genome sequencing in a diverse cohort of infants. Am J Hum Genet 2024; 111:2094-2106. [PMID: 39288765 PMCID: PMC11480845 DOI: 10.1016/j.ajhg.2024.08.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Revised: 08/15/2024] [Accepted: 08/15/2024] [Indexed: 09/19/2024] Open
Abstract
Efforts to implement and evaluate genome sequencing (GS) as a screening tool for newborns and infants are expanding worldwide. The first iteration of the BabySeq Project (2015-2019), a randomized controlled trial of newborn sequencing, produced novel evidence on medical, behavioral, and economic outcomes. The second iteration of BabySeq, which began participant recruitment in January 2023, examines GS outcomes in a larger, more diverse cohort of more than 500 infants up to one year of age recruited from pediatric clinics at several sites across the United States. The trial aims for families who self-identify as Black/African American or Hispanic/Latino to make up more than 50% of final enrollment, and key aspects of the trial design were co-developed with a community advisory board. All enrolled families receive genetic counseling and a family history report. Half of enrolled infants are randomized to receive GS with comprehensive interpretation of pathogenic and likely pathogenic variants in more than 4,300 genes associated with childhood-onset and actionable adult-onset conditions, as well as larger-scale chromosomal copy number variants classified as pathogenic or likely pathogenic. GS result reports include variants associated with disease (Mendelian disease risks) and carrier status of autosomal-recessive and X-linked disorders. Investigators evaluate the utility and impacts of implementing a GS screening program in a diverse cohort of infants using medical record review and longitudinal parent surveys. In this perspective, we describe the rationale for the second iteration of the BabySeq Project, the outcomes being assessed, and the key decisions collaboratively made by the study team and community advisory board.
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Affiliation(s)
- Hadley Stevens Smith
- Department of Population Medicine, Precision Medicine Translational Research (PROMoTeR) Center, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA 02215, USA; Center for Bioethics, Harvard Medical School, Boston, MA 02215, USA
| | - Bethany Zettler
- Department of Medicine, Mass General Brigham, Boston, MA 02115, USA; Ariadne Labs, Boston, MA 02215, USA
| | - Casie A Genetti
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston Children's Hospital, Boston, MA 02115, USA
| | - Madison R Hickingbotham
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Boston, MA 02215, USA
| | - Tanner F Coleman
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Matthew Lebo
- Laboratory for Molecular Medicine, Mass General Brigham Personalized Medicine, Boston, MA 02139, USA; Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Anna Nagy
- Laboratory for Molecular Medicine, Mass General Brigham Personalized Medicine, Boston, MA 02139, USA
| | - Hana Zouk
- Laboratory for Molecular Medicine, Mass General Brigham Personalized Medicine, Boston, MA 02139, USA; Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Lisa Mahanta
- Laboratory for Molecular Medicine, Mass General Brigham Personalized Medicine, Boston, MA 02139, USA
| | - Kurt D Christensen
- Department of Population Medicine, Precision Medicine Translational Research (PROMoTeR) Center, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Stacey Pereira
- Center for Medical Ethics & Health Policy, Baylor College of Medicine, Houston, TX 77030, USA
| | - Nidhi D Shah
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston Children's Hospital, Boston, MA 02115, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA; Dartmouth Health Children's, Lebanon, NH 03756, USA
| | - Nina B Gold
- Massachusetts General Hospital for Children, Division of Medical Genetics and Metabolism, Boston, MA 02114, USA; Harvard Medical School, Department of Pediatrics, Boston, MA 02115, USA
| | - Sheyenne Walmsley
- Department of Medicine, Mass General Brigham, Boston, MA 02115, USA; Ariadne Labs, Boston, MA 02215, USA
| | | | - Ramin Homayouni
- Department of Foundational Medical Studies, Oakland University William Beaumont School of Medicine, Rochester, MI 48309, USA
| | - Graham P Krasan
- Department of Pediatrics, Corewell Health William Beaumont University Hospital, Royal Oak, MI 48073, USA
| | - Hakon Hakonarson
- Center for Applied Genomics, The Joseph Stokes Jr. Research Institute of Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Carol R Horowitz
- Department of Population Health Science and Policy, Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Bruce D Gelb
- Mindich Child Health and Development Institute and the Departments of Pediatrics and Genetics & Genomic Sciences Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Bruce R Korf
- Department of Genetics, UAB Heersink School of Medicine, Birmingham, AL 35233, USA
| | - Amy L McGuire
- Center for Medical Ethics & Health Policy, Baylor College of Medicine, Houston, TX 77030, USA
| | - Ingrid A Holm
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston Children's Hospital, Boston, MA 02115, USA; Harvard Medical School, Department of Pediatrics, Boston, MA 02115, USA.
| | - Robert C Green
- Department of Medicine, Mass General Brigham, Boston, MA 02115, USA; Ariadne Labs, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
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11
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McCorkell G, Nisselle A, Halton D, Bouffler SE, Patel C, Christodoulou J, Maher F, McClaren B, Brett GR, Sandaradura S, Boggs K, de Silva MG, Lynch F, Macciocca I, Lynch E, Martyn M, Best S, Stark Z, Gaff CL. A national education program for rapid genomics in pediatric acute care: Building workforce confidence, competence, and capability. Genet Med 2024; 26:101224. [PMID: 39092589 DOI: 10.1016/j.gim.2024.101224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Revised: 07/23/2024] [Accepted: 07/24/2024] [Indexed: 08/04/2024] Open
Abstract
PURPOSE To develop and evaluate a scalable national program to build confidence, competence and capability in the use of rapid genomic testing (rGT) in the acute pediatric setting. METHODS We used theory-informed approaches to design a modular, adaptive program of blended learning aimed at diverse professional groups involved in acute pediatric care. The program comprised 4 online learning modules and an online workshop and was centered on case-based learning. We evaluated the program using the Kirkpatrick 4-level model of training evaluation and report our findings using the Reporting Item Standards for Education and its Evaluation (RISE2) guidelines for genomics education and evaluation. RESULTS Two hundred and two participants engaged with at least 1 component of the program. Participants self-reported increased confidence in using rGT, (P < .001), and quiz responses objectively demonstrated increased competence (eg, correct responses to a question on pretest counseling increased from 30% to 64%; P < .001). Additionally, their capability in applying genomic principles to simulated clinical cases increased (P < .001), as did their desire to take on more responsibility for performing rGT. The clinical interpretation of more complex test results (such as negative results or variants of uncertain significance) appeared to be more challenging, indicating a need for targeted education in this area. CONCLUSION The program format was effective in delivering multidisciplinary and wide-scale genomics education in the acute care context. The modular approach we have developed now lends itself to application in other medical specialties or areas of health care.
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Affiliation(s)
- Giulia McCorkell
- Australian Genomics, Melbourne, Australia; The University of Melbourne, Melbourne, Australia; Royal Melbourne Institute of Technology, Melbourne, Australia; Murdoch Children's Research Institute, Melbourne, Australia
| | - Amy Nisselle
- The University of Melbourne, Melbourne, Australia; Murdoch Children's Research Institute, Melbourne, Australia; Melbourne Genomics Health Alliance, Melbourne, Australia
| | - Donna Halton
- Australian Genomics, Melbourne, Australia; The University of Melbourne, Melbourne, Australia; Melbourne Genomics Health Alliance, Melbourne, Australia
| | - Sophie E Bouffler
- Australian Genomics, Melbourne, Australia; Murdoch Children's Research Institute, Melbourne, Australia
| | - Chirag Patel
- Genetic Health Queensland, Royal Brisbane and Women's Hospital, Brisbane, Australia
| | - John Christodoulou
- The University of Melbourne, Melbourne, Australia; Murdoch Children's Research Institute, Melbourne, Australia
| | - Fran Maher
- The University of Melbourne, Melbourne, Australia; Murdoch Children's Research Institute, Melbourne, Australia; Melbourne Genomics Health Alliance, Melbourne, Australia; WEHI, Melbourne, Australia
| | - Belinda McClaren
- The University of Melbourne, Melbourne, Australia; Murdoch Children's Research Institute, Melbourne, Australia; Melbourne Genomics Health Alliance, Melbourne, Australia
| | - Gemma R Brett
- The University of Melbourne, Melbourne, Australia; Victorian Clinical Genetics Services, Melbourne, Australia
| | - Sarah Sandaradura
- Sydney Children's Hospitals Network-Westmead, Sydney, Australia; University of Sydney, Sydney, Australia
| | - Kirsten Boggs
- Australian Genomics, Melbourne, Australia; Sydney Children's Hospitals Network-Westmead, Sydney, Australia; Sydney Children's Hospitals Network-Randwick, Sydney, Australia
| | - Michelle G de Silva
- The University of Melbourne, Melbourne, Australia; Murdoch Children's Research Institute, Melbourne, Australia; Victorian Clinical Genetics Services, Melbourne, Australia
| | - Fiona Lynch
- The University of Melbourne, Melbourne, Australia; Murdoch Children's Research Institute, Melbourne, Australia
| | - Ivan Macciocca
- The University of Melbourne, Melbourne, Australia; Victorian Clinical Genetics Services, Melbourne, Australia
| | - Elly Lynch
- Melbourne Genomics Health Alliance, Melbourne, Australia; Victorian Clinical Genetics Services, Melbourne, Australia
| | - Melissa Martyn
- The University of Melbourne, Melbourne, Australia; Murdoch Children's Research Institute, Melbourne, Australia; Melbourne Genomics Health Alliance, Melbourne, Australia
| | - Stephanie Best
- Australian Genomics, Melbourne, Australia; Department of Health Services Research, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Zornitza Stark
- Australian Genomics, Melbourne, Australia; The University of Melbourne, Melbourne, Australia; Victorian Clinical Genetics Services, Melbourne, Australia.
| | - Clara L Gaff
- The University of Melbourne, Melbourne, Australia; Murdoch Children's Research Institute, Melbourne, Australia; Melbourne Genomics Health Alliance, Melbourne, Australia
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12
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Coleman TF, Pugh J, Kelley WV, East KM, Greve V, Finnila CR, Henson A, Korf BR, Barsh GS, Cooper GM, Cochran ME. Errors in genome sequencing result disclosures: A randomized controlled trial comparing neonatology non-genetics healthcare professionals and genetic counselors. Genet Med 2024; 26:101198. [PMID: 38943479 DOI: 10.1016/j.gim.2024.101198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 06/18/2024] [Accepted: 06/21/2024] [Indexed: 07/01/2024] Open
Abstract
PURPOSE We compared the rate of errors in genome sequencing (GS) result disclosures by genetic counselors (GC) and trained non-genetics healthcare professionals (NGHPs) in SouthSeq, a randomized trial utilizing GS in critically ill infants. METHODS Over 400 recorded GS result disclosures were analyzed for major and minor errors. We used Fisher's exact test to compare error rates between GCs and NGHPs and performed a qualitative content analysis to characterize error themes. RESULTS Major errors were identified in 7.5% of disclosures by NGHPs and in no disclosures by GCs. Minor errors were identified in 32.1% of disclosures by NGHPs and in 11.4% of disclosures by GCs. Although most disclosures lacked errors, NGHPs were significantly more likely to make any error than GCs for all result types (positive, negative, or uncertain). Common major error themes include omission of critical information, overstating a negative result, and overinterpreting an uncertain result. The most common minor error was failing to disclose negative secondary findings. CONCLUSION Trained NGHPs made clinically significant errors in GS result disclosures. Characterizing common errors in result disclosure can illuminate gaps in education to inform the development of future genomics training and alternative service delivery models.
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Affiliation(s)
| | - Jada Pugh
- HudsonAlpha Institute for Biotechnology, Huntsville, AL
| | | | - Kelly M East
- HudsonAlpha Institute for Biotechnology, Huntsville, AL
| | | | | | - Ava Henson
- HudsonAlpha Institute for Biotechnology, Huntsville, AL; Graduate School of Biomedical Sciences, University of Texas MD Anderson Cancer Center UTHealth Houston, Houston, TX
| | - Bruce R Korf
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL
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13
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D'Souza EE, Findley TO, Hu R, Khazal ZSH, Signorello R, Dash C, D'Gama AM, Feldman HA, Agrawal PB, Wojcik MH, Morton SU. Genomic testing and molecular diagnosis among infants with congenital heart disease in the neonatal intensive care unit. J Perinatol 2024; 44:1196-1202. [PMID: 38499751 PMCID: PMC11300151 DOI: 10.1038/s41372-024-01935-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 03/07/2024] [Accepted: 03/11/2024] [Indexed: 03/20/2024]
Abstract
OBJECTIVE To evaluate patterns of genetic testing among infants with CHD at a tertiary care center. STUDY DESIGN We conducted a retrospective observational cohort study of infants in the NICU with suspicion of a genetic disorder. 1075 of 7112 infants admitted to BCH had genetic evaluation including 329 with CHD and 746 without CHD. 284 of 525 infants with CHD admitted to CMHH had genetic evaluation. Patterns of testing and diagnoses were compared. RESULTS The rate of diagnosis after testing was similar for infants with or without CHD (38% [121/318] vs. 36% [246/676], p = 0.14). In a multiple logistic regression, atrioventricular septal defects were most high associated with genetic diagnosis (odds ratio 29.99, 95% confidence interval 2.69-334.12, p < 0.001). CONCLUSIONS Infants with suspicion of a genetic disorder with CHD had similar rates of molecular diagnosis as those without CHD. These results support a role for genetic testing among NICU infants with CHD.
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Affiliation(s)
- Erica E D'Souza
- Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, 02115, USA
| | - Tina O Findley
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, McGovern Medical School at the University of Texas Health Science Center at Houston and Children's Memorial Hermann Hospital, Houston, TX, 77030, USA
| | - Rachel Hu
- Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, 02115, USA
| | - Zahra S H Khazal
- Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, 02115, USA
| | - Rachel Signorello
- Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, 02115, USA
| | - Camille Dash
- Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, 02115, USA
| | - Alissa M D'Gama
- Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, 02115, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, 02115, USA
| | - Henry A Feldman
- Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, 02115, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, 02115, USA
| | - Pankaj B Agrawal
- Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, 02115, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, 02115, USA
- The Manton Center for Orphan Disease Research, Boston Children's Hospital, Boston, MA, 02115, USA
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, 02115, USA
- Division of Neonatology, Department of Pediatrics, University of Miami Miller School of Medicine and Holtz Children's Hospital, Jackson Health System, Miami, FL, USA
| | - Monica H Wojcik
- Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, 02115, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, 02115, USA
- The Manton Center for Orphan Disease Research, Boston Children's Hospital, Boston, MA, 02115, USA
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, 02115, USA
| | - Sarah U Morton
- Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, 02115, USA.
- Department of Pediatrics, Harvard Medical School, Boston, MA, 02115, USA.
- The Manton Center for Orphan Disease Research, Boston Children's Hospital, Boston, MA, 02115, USA.
- Fetal-Neonatal Neuroimaging and Developmental Science Center, Boston Children's Hospital, Boston, MA, 02115, USA.
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14
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Slavotinek AM, Thompson ML, Martin LJ, Gelb BD. Diagnostic yield after next-generation sequencing in pediatric cardiovascular disease. HGG ADVANCES 2024; 5:100286. [PMID: 38521975 PMCID: PMC11024993 DOI: 10.1016/j.xhgg.2024.100286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 03/20/2024] [Accepted: 03/20/2024] [Indexed: 03/25/2024] Open
Abstract
Genetic testing with exome sequencing and genome sequencing is increasingly offered to infants and children with cardiovascular diseases. However, the rates of positive diagnoses after genetic testing within the different categories of cardiac disease and phenotypic subtypes of congenital heart disease (CHD) have been little studied. We report the diagnostic yield after next-generation sequencing in 500 patients with CHD from diverse population subgroups that were enrolled at three different sites in the Clinical Sequencing Evidence-Generating Research consortium. Patients were ascertained due to a primary cardiovascular issue comprising arrhythmia, cardiomyopathy, and/or CHD, and corresponding human phenotype ontology terms were selected to describe the cardiac and extracardiac findings. We examined the diagnostic yield for patients with arrhythmia, cardiomyopathy, and/or CHD and phenotypic subtypes of CHD comprising conotruncal defects, heterotaxy, left ventricular outflow tract obstruction, septal defects, and "other" heart defects. We found a significant increase in the frequency of positive findings for patients who underwent genome sequencing compared to exome sequencing and for syndromic cardiac defects compared to isolated cardiac defects. We also found significantly higher diagnostic rates for patients who presented with isolated cardiomyopathy compared to isolated CHD. For patients with syndromic presentations who underwent genome sequencing, there were significant differences in the numbers of positive diagnoses for phenotypic subcategories of CHD, ranging from 31.7% for septal defects to 60% for "other". Despite variation in the diagnostic yield at each site, our results support genetic testing in pediatric patients with syndromic and isolated cardiovascular issues and in all subtypes of CHD.
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Affiliation(s)
- Anne M Slavotinek
- Division of Medical Genetics, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA; Division of Human Genetics, Cincinnati Children's Hospital, Cincinnati, OH, USA; Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, OH, USA.
| | - Michelle L Thompson
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA; Department of Pathology and Immunology, Division of Laboratory and Genomic Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Lisa J Martin
- Division of Human Genetics, Cincinnati Children's Hospital, Cincinnati, OH, USA; Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Bruce D Gelb
- Mindich Child Health and Development Institute and Departments of Pediatrics and Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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15
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Migliavacca MP, Sobreira J, Bermeo D, Gomes M, Alencar D, Sussuchi L, Souza CA, Silva JS, Kroll JE, Burger M, Guarischi-Sousa R, Villela D, Yamamoto GL, Milanezi F, Horigoshi N, Cesar RG, de Carvalho WB, Honjo RS, Bertola DR, Kim CA, de Souza L, Procianoy RS, Silveria RC, Rosenberg C, Giugliani R, Campana GA, Scapulatempo-Neto C, Sobreira N. Whole genome sequencing as a first-tier diagnostic test for infants in neonatal intensive care units: A pilot study in Brazil. Am J Med Genet A 2024; 194:e63544. [PMID: 38258498 DOI: 10.1002/ajmg.a.63544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 12/27/2023] [Accepted: 12/28/2023] [Indexed: 01/24/2024]
Abstract
In this pilot study, we aimed to evaluate the feasibility of whole genome sequencing (WGS) as a first-tier diagnostic test for infants hospitalized in neonatal intensive care units in the Brazilian healthcare system. The cohort presented here results from a joint collaboration between private and public hospitals in Brazil considering the initiative of a clinical laboratory to provide timely diagnosis for critically ill infants. We performed trio (proband and parents) WGS in 21 infants suspected of a genetic disease with an urgent need for diagnosis to guide medical care. Overall, the primary indication for genetic testing was dysmorphic syndromes (n = 14, 67%) followed by inborn errors of metabolism (n = 6, 29%) and skeletal dysplasias (n = 1, 5%). The diagnostic yield in our cohort was 57% (12/21) based on cases that received a definitive or likely definitive diagnostic result from WGS analysis. A total of 16 pathogenic/likely pathogenic variants and 10 variants of unknown significance were detected, and in most cases inherited from an unaffected parent. In addition, the reported variants were of different types, but mainly missense (58%) and associated with autosomal diseases (19/26); only three were associated with X-linked diseases, detected in hemizygosity in the proband an inherited from an unaffected mother. Notably, we identified 10 novel variants, absent from public genomic databases, in our cohort. Considering the entire diagnostic process, the average turnaround time from enrollment to medical report in our study was 53 days. Our findings demonstrate the remarkable utility of WGS as a diagnostic tool, elevating the potential of transformative impact since it outperforms conventional genetic tests. Here, we address the main challenges associated with implementing WGS in the medical care system in Brazil, as well as discuss the potential benefits and limitations of WGS as a diagnostic tool in the neonatal care setting.
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Affiliation(s)
| | - Joselito Sobreira
- Diagnósticos da América S.A., DASA, São Paulo, Brazil
- Hospital Infantil Sabará, São Paulo, Brazil
| | - Diana Bermeo
- Diagnósticos da América S.A., DASA, São Paulo, Brazil
| | | | - Dayse Alencar
- Diagnósticos da América S.A., DASA, São Paulo, Brazil
| | | | | | | | | | | | | | | | - Guilherme L Yamamoto
- Diagnósticos da América S.A., DASA, São Paulo, Brazil
- Instituto da Criança, Faculdade de Medicina (FMUSP), Universidade de São Paulo, São Paulo, Brazil
| | | | | | | | | | - Rachel Sayuri Honjo
- Instituto da Criança, Faculdade de Medicina (FMUSP), Universidade de São Paulo, São Paulo, Brazil
| | | | - Chong Ae Kim
- Instituto da Criança, Faculdade de Medicina (FMUSP), Universidade de São Paulo, São Paulo, Brazil
| | - Lucian de Souza
- Hospital das Clínicas de Porto Alegre (HCPA), Porto Alegre, Brazil
| | | | - Rita C Silveria
- Hospital das Clínicas de Porto Alegre (HCPA), Porto Alegre, Brazil
| | | | - Roberto Giugliani
- Diagnósticos da América S.A., DASA, São Paulo, Brazil
- Hospital das Clínicas de Porto Alegre (HCPA), Porto Alegre, Brazil
| | | | | | - Nara Sobreira
- Diagnósticos da América S.A., DASA, São Paulo, Brazil
- McKusick-Nathans Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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16
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Marshall AE, Lemire G, Liang Y, Davila J, Couse M, Boycott KM, Kernohan KD. RNA sequencing reveals deep intronic CEP120 variant: A report of the diagnostic odyssey for two siblings with Joubert syndrome type 31. Am J Med Genet A 2024; 194:e63485. [PMID: 38050708 DOI: 10.1002/ajmg.a.63485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 10/13/2023] [Accepted: 11/16/2023] [Indexed: 12/06/2023]
Affiliation(s)
- Aren E Marshall
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, Ontario, Canada
| | - Gabrielle Lemire
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, Ontario, Canada
- Department of Genetics, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
| | - Yijing Liang
- Centre for Computational Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Jorge Davila
- Department of Medical Imaging, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
| | - Madeline Couse
- Centre for Computational Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Kym M Boycott
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, Ontario, Canada
- Department of Genetics, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
| | - Kristin D Kernohan
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, Ontario, Canada
- Newborn Screening Ontario, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
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17
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Hiatt SM, Lawlor JM, Handley LH, Latner DR, Bonnstetter ZT, Finnila CR, Thompson ML, Boston LB, Williams M, Nunez IR, Jenkins J, Kelley WV, Bebin EM, Lopez MA, Hurst ACE, Korf BR, Schmutz J, Grimwood J, Cooper GM. Long-read genome sequencing and variant reanalysis increase diagnostic yield in neurodevelopmental disorders. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.03.22.24304633. [PMID: 38585854 PMCID: PMC10996728 DOI: 10.1101/2024.03.22.24304633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Variant detection from long-read genome sequencing (lrGS) has proven to be considerably more accurate and comprehensive than variant detection from short-read genome sequencing (srGS). However, the rate at which lrGS can increase molecular diagnostic yield for rare disease is not yet precisely characterized. We performed lrGS using Pacific Biosciences "HiFi" technology on 96 short-read-negative probands with rare disease that were suspected to be genetic. We generated hg38-aligned variants and de novo phased genome assemblies, and subsequently annotated, filtered, and curated variants using clinical standards. New disease-relevant or potentially relevant genetic findings were identified in 16/96 (16.7%) probands, eight of which (8/96, 8.33%) harbored pathogenic or likely pathogenic variants. Newly identified variants were visible in both srGS and lrGS in nine probands (~9.4%) and resulted from changes to interpretation mostly from recent gene-disease association discoveries. Seven cases included variants that were only interpretable in lrGS, including copy-number variants, an inversion, a mobile element insertion, two low-complexity repeat expansions, and a 1 bp deletion. While evidence for each of these variants is, in retrospect, visible in srGS, they were either: not called within srGS data, were represented by calls with incorrect sizes or structures, or failed quality-control and filtration. Thus, while reanalysis of older data clearly increases diagnostic yield, we find that lrGS allows for substantial additional yield (7/96, 7.3%) beyond srGS. We anticipate that as lrGS analysis improves, and as lrGS datasets grow allowing for better variant frequency annotation, the additional lrGS-only rare disease yield will grow over time.
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Affiliation(s)
- Susan M. Hiatt
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | | | - Lori H. Handley
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | - Donald R. Latner
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | | | | | | | - Lori Beth Boston
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | - Melissa Williams
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | | | - Jerry Jenkins
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | | | - E. Martina Bebin
- Department of Neurology, University of Alabama at Birmingham, Birmingham, AL, 35924, USA
| | - Michael A. Lopez
- Department of Neurology, University of Alabama at Birmingham, Birmingham, AL, 35924, USA
- Department of Pediatrics, University of Alabama at Birmingham, Birmingham, AL, 35924, USA
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL, 35924, USA
| | - Anna C. E. Hurst
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL, 35924, USA
| | - Bruce R. Korf
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL, 35924, USA
| | - Jeremy Schmutz
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | - Jane Grimwood
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
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18
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Yıldırım R, Ünal E, Özalkak Ş, Akalın A, Aykut A, Yılmaz N. Clinical Variability in a Family with Noonan Syndrome with a Homozygous PTPN11 Gene Variant in Two Individuals. J Clin Res Pediatr Endocrinol 2024; 16:76-83. [PMID: 37847107 PMCID: PMC10938517 DOI: 10.4274/jcrpe.galenos.2023.2023-5-16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 10/13/2023] [Indexed: 10/18/2023] Open
Abstract
Objective Noonan syndrome (NS) is characterized by dysmorphic facial features, short stature, congenital heart defects, and varying levels of developmental delays. It is a genetic, multisystem disorder with autosomal dominant inheritance and is the most common of the RASopathies. In approximately 50% of patients, NS is caused by variants in the Protein Tyrosine Phosphatase Non-Receptor Type 11 (PTPN11) gene. The aim of this study was to evaluate two patients with a previously reported PTPN11 homozygous variant for the first time and seven other kindred members carrying the same heterozygous variant in terms of clinical, biochemical, genetic, and response to treatment. Methods Nine patients diagnosed with NS due to the same variants in the PTPN11 gene were included in the study. Results The median (range) age at diagnosis was 11.5 (6.8-13.9) years and the mean follow-up duration was 4.7 (1-7.6) years. In eight patients (88.9%), short stature was present. The height standard deviation score of the patients on admission was -3.24±1.15. In six of the patients, growth hormone treatment was initiated. Cardiovascular or bleeding disorders were not detected in any of the patients. Three (33.3%) had hearing loss, two (22.2%) had ocular findings and one (11.1%) had a horseshoe kidney. The mean psychomotor development performance score was 84.03±17.09 and the verbal score was 82.88±9.42. Genetic analysis revealed a variant in the PTPN11 gene [c.772G>A; (p.Glu258Lys)] that had been previously described and was detected in all patients. Two patients were homozygous for this variant and short stature was more severe in these two. Conclusion A previously described in PTPN11 affected nine members of the same kindred, two with homozygous inheritance and the remainder being heterozygous. To the best of our knowledge, these are the first homozygous PTPN11 case reports published, coming from two related consanguineous families.
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Affiliation(s)
- Ruken Yıldırım
- Diyarbakır Children’s Hospital, Clinic of Pediatric Endocrinology, Diyarbakır, Turkey
| | - Edip Ünal
- Dicle University Faculty of Medicine, Department of Pediatric Endocrinology, Diyarbakır, Turkey
| | - Şervan Özalkak
- Diyarbakır Children’s Hospital, Clinic of Pediatric Endocrinology, Diyarbakır, Turkey
| | - Akçahan Akalın
- Diyarbakır Children’s Hospital, Clinic of Pediatric Genetics, Diyarbakır, Turkey
| | - Ayça Aykut
- Ege University Faculty of Medicine, Department of Genetics, İzmir, Turkey
| | - Nevzat Yılmaz
- Diyarbakır Children’s Hospital, Department of Pediatric Psychiatry, Diyarbakır, Turkey
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19
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Wigby KM, Brockman D, Costain G, Hale C, Taylor SL, Belmont J, Bick D, Dimmock D, Fernbach S, Greally J, Jobanputra V, Kulkarni S, Spiteri E, Taft RJ. Evidence review and considerations for use of first line genome sequencing to diagnose rare genetic disorders. NPJ Genom Med 2024; 9:15. [PMID: 38409289 PMCID: PMC10897481 DOI: 10.1038/s41525-024-00396-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Accepted: 01/26/2024] [Indexed: 02/28/2024] Open
Abstract
Early use of genome sequencing (GS) in the diagnostic odyssey can reduce suffering and improve care, but questions remain about which patient populations are most amenable to GS as a first-line diagnostic test. To address this, the Medical Genome Initiative conducted a literature review to identify appropriate clinical indications for GS. Studies published from January 2011 to August 2022 that reported on the diagnostic yield (DY) or clinical utility of GS were included. An exploratory meta-analysis using a random effects model evaluated DY based on cohort size and diagnosed cases per cohort. Seventy-one studies met inclusion criteria, comprising over 13,000 patients who received GS in one of the following settings: hospitalized pediatric patients, pediatric outpatients, adult outpatients, or mixed. GS was the first-line test in 38% (27/71). The unweighted mean DY of first-line GS was 45% (12-73%), 33% (6-86%) in cohorts with prior genetic testing, and 33% (9-60%) in exome-negative cohorts. Clinical utility was reported in 81% of first-line GS studies in hospitalized pediatric patients. Changes in management varied by cohort and underlying molecular diagnosis (24-100%). To develop evidence-informed points to consider, the quality of all 71 studies was assessed using modified American College of Radiology (ACR) criteria, with five core points to consider developed, including recommendations for use of GS in the N/PICU, in lieu of sequential testing and when disorders with substantial allelic heterogeneity are suspected. Future large and controlled studies in the pediatric and adult populations may support further refinement of these recommendations.
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Affiliation(s)
- Kristen M Wigby
- University of California, Davis, CA, USA.
- Rady Children's Institute for Genomic Medicine, San Diego, CA, USA.
| | | | | | | | | | - John Belmont
- Genetics & Genomics Services Inc, Houston, TX, USA
| | | | - David Dimmock
- Rady Children's Institute for Genomic Medicine, San Diego, CA, USA
| | | | - John Greally
- Albert Einstein College of Medicine, Bronx, NY, USA
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20
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Thompson L, Larson A, Salz L, Veith R, Tsai JP, Jayakar A, Chapman R, Gupta A, Kingsmore SF, Dimmock D, Bedrick A, Galindo MK, Casas K, Mohamed M, Straight L, Khan MA, Salyakina D. Multi-center implementation of rapid whole genome sequencing provides additional evidence of its utility in the pediatric inpatient setting. Front Pediatr 2024; 12:1349519. [PMID: 38440187 PMCID: PMC10909823 DOI: 10.3389/fped.2024.1349519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 02/01/2024] [Indexed: 03/06/2024] Open
Abstract
Objective Multi-center implementation of rapid whole genome sequencing with assessment of the clinical utility of rapid whole genome sequencing (rWGS), including positive, negative and uncertain results, in admitted infants with a suspected genetic disease. Study design rWGS tests were ordered at eight hospitals between November 2017 and April 2020. Investigators completed a survey of demographic data, Human Phenotype Ontology (HPO) terms, test results and impacts of results on clinical care. Results A total of 188 patients, on general hospital floors and intensive care unit (ICU) settings, underwent rWGS testing. Racial and ethnic characteristics of the tested infants were broadly representative of births in the country at large. 35% of infants received a diagnostic result in a median of 6 days. The most common HPO terms for tested infants indicated an abnormality of the nervous system, followed by the cardiovascular system, the digestive system, the respiratory system and the head and neck. Providers indicated a major change in clinical management because of rWGS for 32% of infants tested overall and 70% of those with a diagnostic result. Also, 7% of infants with a negative rWGS result and 23% with a variant of unknown significance (VUS) had a major change in management due to testing. Conclusions Our study demonstrates that the implementation of rWGS is feasible across diverse institutions, and provides additional evidence to support the clinical utility of rWGS in a demographically representative sample of admitted infants and includes assessment of the clinical impact of uncertain rWGS results in addition to both positive and negative results.
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Affiliation(s)
- Lauren Thompson
- Division of Genetics and Metabolism, Nicklaus Children’s Hospital, Miami, FL, United States
| | - Austin Larson
- Department of Pediatrics, Children’s Hospital Colorado, Aurora, CO, United States
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, United States
| | - Lisa Salz
- RCIGM, Rady Children’s Hospital San Diego, San Diego, CA, United States
| | - Regan Veith
- Genomic Medicine, Children’s Minnesota, Minneapolis, MN, United States
| | - John-Paul Tsai
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, United States
| | - Anuj Jayakar
- Division of Genetics and Metabolism, Nicklaus Children’s Hospital, Miami, FL, United States
| | - Rachel Chapman
- Fetal & Neonatal Institute, Children’s Hospital Los Angeles, Los Angeles, CA, United States
- Department of Pediatrics, USC Keck School of Medicine, Los Angeles, CA, United States
| | - Apeksha Gupta
- Division of Genetics and Metabolism, Nicklaus Children’s Hospital, Miami, FL, United States
| | | | - David Dimmock
- RCIGM, Rady Children’s Hospital San Diego, San Diego, CA, United States
| | - Alan Bedrick
- Department of Pediatrics, Banner Diamond Children’s Medical Center, Tucson, AZ, United States
- Department of Pediatrics, University of Arizona College of Medicine, Tucson, AZ, United States
| | - Maureen Kelly Galindo
- Department of Pediatrics, Banner Diamond Children’s Medical Center, Tucson, AZ, United States
| | - Kari Casas
- Department of Pediatrics, Sanford Children’s Fargo, Fargo, SD, United States
| | - Mohamed Mohamed
- Department of Pediatrics, Sanford Children’s Fargo, Fargo, SD, United States
| | - Lisa Straight
- Department of Pediatrics, Sanford Children’s Sioux Falls, Sioux Falls, SD, United States
| | - M. Akram Khan
- Department of Pediatrics, Sanford Children’s Sioux Falls, Sioux Falls, SD, United States
| | - Daria Salyakina
- Division of Genetics and Metabolism, Nicklaus Children’s Hospital, Miami, FL, United States
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21
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D'Gama AM, Hills S, Douglas J, Young V, Genetti CA, Wojcik MH, Feldman HA, Yu TW, G Parker M, Agrawal PB. Implementation of rapid genomic sequencing in safety-net neonatal intensive care units: protocol for the VIrtual GenOme CenteR (VIGOR) proof-of-concept study. BMJ Open 2024; 14:e080529. [PMID: 38320840 PMCID: PMC10859977 DOI: 10.1136/bmjopen-2023-080529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Accepted: 01/17/2024] [Indexed: 02/15/2024] Open
Abstract
INTRODUCTION Rapid genomic sequencing (rGS) in critically ill infants with suspected genetic disorders has high diagnostic and clinical utility. However, rGS has primarily been available at large referral centres with the resources and expertise to offer state-of-the-art genomic care. Critically ill infants from racial and ethnic minority and/or low-income populations disproportionately receive care in safety-net and/or community settings lacking access to state-of-the-art genomic care, contributing to unacceptable health equity gaps. VIrtual GenOme CenteR is a 'proof-of-concept' implementation science study of an innovative delivery model for genomic care in safety-net neonatal intensive care units (NICUs). METHODS AND ANALYSIS We developed a virtual genome centre at a referral centre to remotely support safety-net NICU sites predominantly serving racial and ethnic minority and/or low-income populations and have limited to no access to rGS. Neonatal providers at each site receive basic education about genomic medicine from the study team and identify eligible infants. The study team enrols eligible infants (goal n of 250) and their parents and follows families for 12 months. Enrolled infants receive rGS, the study team creates clinical interpretive reports to guide neonatal providers on interpreting results, and neonatal providers return results to families. Data is collected via (1) medical record abstraction, (2) surveys, interviews and focus groups with neonatal providers and (3) surveys and interviews with families. We aim to examine comprehensive implementation outcomes based on the Proctor Implementation Framework using a mixed methods approach. ETHICS AND DISSEMINATION This study is approved by the institutional review board of Boston Children's Hospital (IRB-P00040496) and participating sites. Participating families are required to provide electronic written informed consent and neonatal provider consent is implied through the completion of surveys. The results will be disseminated via peer-reviewed publications and data will be made accessible per National Institutes of Health (NIH) policies. TRIAL REGISTRATION NUMBER NCT05205356/clinicaltrials.gov.
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Affiliation(s)
- Alissa M D'Gama
- Division of Newborn Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts, USA
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
| | - Sonia Hills
- Division of Genetics and Genomics, Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Jessica Douglas
- Division of Genetics and Genomics, Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Vanessa Young
- Division of Newborn Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Casie A Genetti
- Division of Genetics and Genomics, Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts, USA
- The Manton Center for Orphan Disease Research, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Monica H Wojcik
- Division of Newborn Medicine, Department of Pediatrics, Harvard Medical School, Boston Children's Hospital, Boston, Massachusetts, USA
- Division of Genetics and Genomics, Department of Pediatrics, Harvard Medical School, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Henry A Feldman
- Division of Newborn Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Timothy W Yu
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
- Division of Genetics and Genomics, Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts, USA
| | | | - Pankaj B Agrawal
- Division of Neonatology, Department of Pediatrics, University of Miami Miller School of Medicine, Miami, Florida, USA
- Jackson Health System, Holtz Children's Hospital, Miami, Florida, USA
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22
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Henderson ML, Zieba JK, Li X, Campbell DB, Williams MR, Vogt DL, Bupp CP, Edgerly YM, Rajasekaran S, Hartog NL, Prokop JW, Krueger JM. Gene Therapy for Genetic Syndromes: Understanding the Current State to Guide Future Care. BIOTECH 2024; 13:1. [PMID: 38247731 PMCID: PMC10801589 DOI: 10.3390/biotech13010001] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 12/08/2023] [Accepted: 12/21/2023] [Indexed: 01/23/2024] Open
Abstract
Gene therapy holds promise as a life-changing option for individuals with genetic variants that give rise to disease. FDA-approved gene therapies for Spinal Muscular Atrophy (SMA), cerebral adrenoleukodystrophy, β-Thalassemia, hemophilia A/B, retinal dystrophy, and Duchenne Muscular Dystrophy have generated buzz around the ability to change the course of genetic syndromes. However, this excitement risks over-expansion into areas of genetic disease that may not fit the current state of gene therapy. While in situ (targeted to an area) and ex vivo (removal of cells, delivery, and administration of cells) approaches show promise, they have a limited target ability. Broader in vivo gene therapy trials have shown various continued challenges, including immune response, use of immune suppressants correlating to secondary infections, unknown outcomes of overexpression, and challenges in driving tissue-specific corrections. Viral delivery systems can be associated with adverse outcomes such as hepatotoxicity and lethality if uncontrolled. In some cases, these risks are far outweighed by the potentially lethal syndromes for which these systems are being developed. Therefore, it is critical to evaluate the field of genetic diseases to perform cost-benefit analyses for gene therapy. In this work, we present the current state while setting forth tools and resources to guide informed directions to avoid foreseeable issues in gene therapy that could prevent the field from continued success.
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Affiliation(s)
- Marian L. Henderson
- The Department of Biology, Calvin University, Grand Rapids, MI 49546, USA;
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, Grand Rapids, MI 48824, USA; (J.K.Z.); (X.L.); (D.B.C.); (M.R.W.); (D.L.V.); (C.P.B.); (S.R.); (N.L.H.)
| | - Jacob K. Zieba
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, Grand Rapids, MI 48824, USA; (J.K.Z.); (X.L.); (D.B.C.); (M.R.W.); (D.L.V.); (C.P.B.); (S.R.); (N.L.H.)
| | - Xiaopeng Li
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, Grand Rapids, MI 48824, USA; (J.K.Z.); (X.L.); (D.B.C.); (M.R.W.); (D.L.V.); (C.P.B.); (S.R.); (N.L.H.)
| | - Daniel B. Campbell
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, Grand Rapids, MI 48824, USA; (J.K.Z.); (X.L.); (D.B.C.); (M.R.W.); (D.L.V.); (C.P.B.); (S.R.); (N.L.H.)
| | - Michael R. Williams
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, Grand Rapids, MI 48824, USA; (J.K.Z.); (X.L.); (D.B.C.); (M.R.W.); (D.L.V.); (C.P.B.); (S.R.); (N.L.H.)
| | - Daniel L. Vogt
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, Grand Rapids, MI 48824, USA; (J.K.Z.); (X.L.); (D.B.C.); (M.R.W.); (D.L.V.); (C.P.B.); (S.R.); (N.L.H.)
| | - Caleb P. Bupp
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, Grand Rapids, MI 48824, USA; (J.K.Z.); (X.L.); (D.B.C.); (M.R.W.); (D.L.V.); (C.P.B.); (S.R.); (N.L.H.)
- Medical Genetics, Corewell Health, Grand Rapids, MI 49503, USA
| | | | - Surender Rajasekaran
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, Grand Rapids, MI 48824, USA; (J.K.Z.); (X.L.); (D.B.C.); (M.R.W.); (D.L.V.); (C.P.B.); (S.R.); (N.L.H.)
- Office of Research, Corewell Health, Grand Rapids, MI 49503, USA;
- Pediatric Intensive Care Unit, Helen DeVos Children’s Hospital, Corewell Health, Grand Rapids, MI 49503, USA
| | - Nicholas L. Hartog
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, Grand Rapids, MI 48824, USA; (J.K.Z.); (X.L.); (D.B.C.); (M.R.W.); (D.L.V.); (C.P.B.); (S.R.); (N.L.H.)
- Allergy & Immunology, Corewell Health, Grand Rapids, MI 49503, USA
| | - Jeremy W. Prokop
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, Grand Rapids, MI 48824, USA; (J.K.Z.); (X.L.); (D.B.C.); (M.R.W.); (D.L.V.); (C.P.B.); (S.R.); (N.L.H.)
- Office of Research, Corewell Health, Grand Rapids, MI 49503, USA;
| | - Jena M. Krueger
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, Grand Rapids, MI 48824, USA; (J.K.Z.); (X.L.); (D.B.C.); (M.R.W.); (D.L.V.); (C.P.B.); (S.R.); (N.L.H.)
- Department of Neurology, Helen DeVos Children’s Hospital, Corewell Health, Grand Rapids, MI 49503, USA
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23
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Li D, Wang Q, Bayat A, Battig MR, Zhou Y, Bosch DG, van Haaften G, Granger L, Petersen AK, Pérez-Jurado LA, Aznar-Laín G, Aneja A, Hancarova M, Bendova S, Schwarz M, Kremlikova Pourova R, Sedlacek Z, Keena BA, March ME, Hou C, O’Connor N, Bhoj EJ, Harr MH, Lemire G, Boycott KM, Towne M, Li M, Tarnopolsky M, Brady L, Parker MJ, Faghfoury H, Parsley LK, Agolini E, Dentici ML, Novelli A, Wright M, Palmquist R, Lai K, Scala M, Striano P, Iacomino M, Zara F, Cooper A, Maarup TJ, Byler M, Lebel RR, Balci TB, Louie R, Lyons M, Douglas J, Nowak C, Afenjar A, Hoyer J, Keren B, Maas SM, Motazacker MM, Martinez-Agosto JA, Rabani AM, McCormick EM, Falk MJ, Ruggiero SM, Helbig I, Møller RS, Tessarollo L, Tomassoni Ardori F, Palko ME, Hsieh TC, Krawitz PM, Ganapathi M, Gelb BD, Jobanputra V, Wilson A, Greally J, Jacquemont S, Jizi K, Bruel AL, Quelin C, Misra VK, Chick E, Romano C, Greco D, Arena A, Morleo M, Nigro V, Seyama R, Uchiyama Y, Matsumoto N, Taira R, Tashiro K, Sakai Y, Yigit G, Wollnik B, Wagner M, Kutsche B, Hurst AC, Thompson ML, Schmidt R, Randolph L, Spillmann RC, Shashi V, et alLi D, Wang Q, Bayat A, Battig MR, Zhou Y, Bosch DG, van Haaften G, Granger L, Petersen AK, Pérez-Jurado LA, Aznar-Laín G, Aneja A, Hancarova M, Bendova S, Schwarz M, Kremlikova Pourova R, Sedlacek Z, Keena BA, March ME, Hou C, O’Connor N, Bhoj EJ, Harr MH, Lemire G, Boycott KM, Towne M, Li M, Tarnopolsky M, Brady L, Parker MJ, Faghfoury H, Parsley LK, Agolini E, Dentici ML, Novelli A, Wright M, Palmquist R, Lai K, Scala M, Striano P, Iacomino M, Zara F, Cooper A, Maarup TJ, Byler M, Lebel RR, Balci TB, Louie R, Lyons M, Douglas J, Nowak C, Afenjar A, Hoyer J, Keren B, Maas SM, Motazacker MM, Martinez-Agosto JA, Rabani AM, McCormick EM, Falk MJ, Ruggiero SM, Helbig I, Møller RS, Tessarollo L, Tomassoni Ardori F, Palko ME, Hsieh TC, Krawitz PM, Ganapathi M, Gelb BD, Jobanputra V, Wilson A, Greally J, Jacquemont S, Jizi K, Bruel AL, Quelin C, Misra VK, Chick E, Romano C, Greco D, Arena A, Morleo M, Nigro V, Seyama R, Uchiyama Y, Matsumoto N, Taira R, Tashiro K, Sakai Y, Yigit G, Wollnik B, Wagner M, Kutsche B, Hurst AC, Thompson ML, Schmidt R, Randolph L, Spillmann RC, Shashi V, Higginbotham EJ, Cordeiro D, Carnevale A, Costain G, Khan T, Funalot B, Tran Mau-Them F, Fernandez Garcia Moya L, García-Miñaúr S, Osmond M, Chad L, Quercia N, Carrasco D, Li C, Sanchez-Valle A, Kelley M, Nizon M, Jensson BO, Sulem P, Stefansson K, Gorokhova S, Busa T, Rio M, Hadj Habdallah H, Lesieur-Sebellin M, Amiel J, Pingault V, Mercier S, Vincent M, Philippe C, Fatus-Fauconnier C, Friend K, Halligan RK, Biswas S, Rosser J, Shoubridge C, Corbett M, Barnett C, Gecz J, Leppig K, Slavotinek A, Marcelis C, Pfundt R, de Vries BB, van Slegtenhorst MA, Brooks AS, Cogne B, Rambaud T, Tümer Z, Zackai EH, Akizu N, Song Y, Hakonarson H. Spliceosome malfunction causes neurodevelopmental disorders with overlapping features. J Clin Invest 2024; 134:e171235. [PMID: 37962958 PMCID: PMC10760965 DOI: 10.1172/jci171235] [Show More Authors] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 10/31/2023] [Indexed: 11/16/2023] Open
Abstract
Pre-mRNA splicing is a highly coordinated process. While its dysregulation has been linked to neurological deficits, our understanding of the underlying molecular and cellular mechanisms remains limited. We implicated pathogenic variants in U2AF2 and PRPF19, encoding spliceosome subunits in neurodevelopmental disorders (NDDs), by identifying 46 unrelated individuals with 23 de novo U2AF2 missense variants (including 7 recurrent variants in 30 individuals) and 6 individuals with de novo PRPF19 variants. Eight U2AF2 variants dysregulated splicing of a model substrate. Neuritogenesis was reduced in human neurons differentiated from human pluripotent stem cells carrying two U2AF2 hyper-recurrent variants. Neural loss of function (LoF) of the Drosophila orthologs U2af50 and Prp19 led to lethality, abnormal mushroom body (MB) patterning, and social deficits, which were differentially rescued by wild-type and mutant U2AF2 or PRPF19. Transcriptome profiling revealed splicing substrates or effectors (including Rbfox1, a third splicing factor), which rescued MB defects in U2af50-deficient flies. Upon reanalysis of negative clinical exomes followed by data sharing, we further identified 6 patients with NDD who carried RBFOX1 missense variants which, by in vitro testing, showed LoF. Our study implicates 3 splicing factors as NDD-causative genes and establishes a genetic network with hierarchy underlying human brain development and function.
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Affiliation(s)
- Dong Li
- Center for Applied Genomics, and
- Division of Human Genetics, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Qin Wang
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Allan Bayat
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
- Department for Epilepsy Genetics and Personalized Medicine, Danish Epilepsy Centre, Dianalund, Denmark
- Department of Drug Design and Pharmacology, University of Copenhagen, Copenhagen, Denmark
| | | | - Yijing Zhou
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Daniëlle G.M. Bosch
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Gijs van Haaften
- Department of Genetics, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Leslie Granger
- Department of Genetics and Metabolism, Randall Children’s Hospital at Legacy Emanuel Medical Center, Portland, Oregon, USA
| | - Andrea K. Petersen
- Department of Genetics and Metabolism, Randall Children’s Hospital at Legacy Emanuel Medical Center, Portland, Oregon, USA
| | - Luis A. Pérez-Jurado
- Centro de Investigación Biomédica en Red de Enfermedades Raras, ISCIII, Madrid, Spain
- Genetic Service, Hospital del Mar Research Institute (IMIM), Barcelona, Spain
- Universitat Pompeu Fabra, Barcelona, Spain
| | - Gemma Aznar-Laín
- Universitat Pompeu Fabra, Barcelona, Spain
- Pediatric Neurology, Hospital del Mar Research Institute (IMIM), Barcelona, Spain
| | - Anushree Aneja
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Miroslava Hancarova
- Department of Biology and Medical Genetics, Charles University Second Faculty of Medicine and University Hospital Motol, Prague, Czech Republic
| | - Sarka Bendova
- Department of Biology and Medical Genetics, Charles University Second Faculty of Medicine and University Hospital Motol, Prague, Czech Republic
| | - Martin Schwarz
- Department of Biology and Medical Genetics, Charles University Second Faculty of Medicine and University Hospital Motol, Prague, Czech Republic
| | - Radka Kremlikova Pourova
- Department of Biology and Medical Genetics, Charles University Second Faculty of Medicine and University Hospital Motol, Prague, Czech Republic
| | - Zdenek Sedlacek
- Department of Biology and Medical Genetics, Charles University Second Faculty of Medicine and University Hospital Motol, Prague, Czech Republic
| | - Beth A. Keena
- Division of Human Genetics, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | | | | | | | - Elizabeth J. Bhoj
- Center for Applied Genomics, and
- Division of Human Genetics, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | | | - Gabrielle Lemire
- Children’s Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, Ontario, Canada
| | - Kym M. Boycott
- Children’s Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, Ontario, Canada
| | | | - Megan Li
- Invitae, San Francisco, California, USA
| | - Mark Tarnopolsky
- Division of Neuromuscular and Neurometabolic Disorders, Department of Paediatrics, McMaster University Children’s Hospital, Hamilton, Ontario, Canada
| | - Lauren Brady
- Division of Neuromuscular and Neurometabolic Disorders, Department of Paediatrics, McMaster University Children’s Hospital, Hamilton, Ontario, Canada
| | - Michael J. Parker
- Department of Clinical Genetics, Sheffield Children’s Hospital, Sheffield, United Kingdom
| | | | - Lea Kristin Parsley
- University of Illinois College of Medicine, Mercy Health Systems, Rockford, Illinois, USA
| | - Emanuele Agolini
- Laboratory of Medical Genetics, Translational Cytogenomics Research Unit, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
| | - Maria Lisa Dentici
- Medical Genetics Unit, Academic Department of Pediatrics, IRCCS, Ospedale Pediatrico Bambino Gesù, Rome, Italy
- Genetics and Rare Diseases Research Division, Ospedale Pediatrico Bambino Gesù, IRCCS, Rome, Italy
| | - Antonio Novelli
- Laboratory of Medical Genetics, Translational Cytogenomics Research Unit, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
| | - Meredith Wright
- Rady Children’s Institute for Genomic Medicine, San Diego, California, USA
| | - Rachel Palmquist
- Division of Pediatric Neurology, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Khanh Lai
- Division of Pediatric Pulmonary and Sleep Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Marcello Scala
- Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, Università Degli Studi di Genova, Genoa, Italy
- Pediatric Neurology and Muscular Diseases Unit, and
| | - Pasquale Striano
- Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, Università Degli Studi di Genova, Genoa, Italy
- Pediatric Neurology and Muscular Diseases Unit, and
| | - Michele Iacomino
- Medical Genetics Unit, IRCCS, Istituto Giannina Gaslini, Genoa, Italy
| | - Federico Zara
- Medical Genetics Unit, IRCCS, Istituto Giannina Gaslini, Genoa, Italy
| | - Annina Cooper
- Department of Genetics, Southern California Permanente Medical Group, Kaiser Permanente, San Diego, California, USA
| | - Timothy J. Maarup
- Department of Genetics, Kaiser Permanente, Los Angeles, California, USA
| | - Melissa Byler
- Center for Development, Behavior and Genetics, SUNY Upstate Medical University, Syracuse, New York, USA
| | - Robert Roger Lebel
- Center for Development, Behavior and Genetics, SUNY Upstate Medical University, Syracuse, New York, USA
| | - Tugce B. Balci
- Division of Genetics, Department of Paediatrics, London Health Sciences Centre, London, Ontario, Canada
| | - Raymond Louie
- Greenwood Genetic Center, Greenwood, South Carolina, USA
| | - Michael Lyons
- Greenwood Genetic Center, Greenwood, South Carolina, USA
| | - Jessica Douglas
- Division of Genetics and Genomics, Boston Children’s Hospital, Boston, Massachusetts, USA
| | - Catherine Nowak
- Division of Genetics and Metabolism, Mass General Hospital for Children, Boston, Massachusetts, USA
| | - Alexandra Afenjar
- APHP. SU, Reference Center for Intellectual Disabilities Caused by Rare Causes, Department of Genetics and Medical Embryology, Hôpital Trousseau, Paris, France
| | - Juliane Hoyer
- Institute of Human Genetics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Boris Keren
- Department of Genetics, Hospital Pitié-Salpêtrière, Paris, France
| | - Saskia M. Maas
- Department of Human Genetics, Academic Medical Center, and
| | - Mahdi M. Motazacker
- Laboratory of Genome Diagnostics, Department of Human Genetics, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | | | - Ahna M. Rabani
- Division of Medical Genetics, Department of Pediatrics, UCLA, Los Angeles, California, USA
| | - Elizabeth M. McCormick
- Mitochondrial Medicine Frontier Program, Division of Human Genetics, Department of Pediatrics
| | - Marni J. Falk
- Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Mitochondrial Medicine Frontier Program, Division of Human Genetics, Department of Pediatrics
| | - Sarah M. Ruggiero
- Division of Neurology, and
- The Epilepsy NeuroGenetics Initiative (ENGIN), Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Ingo Helbig
- Division of Neurology, and
- The Epilepsy NeuroGenetics Initiative (ENGIN), Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Neurology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Biomedical and Health Informatics (DBHi), Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Rikke S. Møller
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
- Department of Epilepsy Genetics and Personalized Medicine, Danish Epilepsy Centre, Dianalund, Denmark
| | - Lino Tessarollo
- Mouse Cancer Genetics Program, Center for Cancer Research, National Cancer Institute (NCI), Frederick, Maryland, USA
| | - Francesco Tomassoni Ardori
- Mouse Cancer Genetics Program, Center for Cancer Research, National Cancer Institute (NCI), Frederick, Maryland, USA
| | - Mary Ellen Palko
- Mouse Cancer Genetics Program, Center for Cancer Research, National Cancer Institute (NCI), Frederick, Maryland, USA
| | - Tzung-Chien Hsieh
- Institute for Genomic Statistics and Bioinformatics, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - Peter M. Krawitz
- Institute for Genomic Statistics and Bioinformatics, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - Mythily Ganapathi
- New York Genome Center, New York, New York, USA
- Department of Pathology, Columbia University Irving Medical Center, New York, New York, USA
| | - Bruce D. Gelb
- Mindich Child Health and Development Institute and the Departments of Pediatrics and Genetics and Genomic Sciences, Icahn School of Medicine, New York, New York, USA
| | - Vaidehi Jobanputra
- New York Genome Center, New York, New York, USA
- Department of Pathology, Columbia University Irving Medical Center, New York, New York, USA
| | | | - John Greally
- Department of Genetics, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Sébastien Jacquemont
- Division of Genetics and Genomics, CHU Ste-Justine Hospital and CHU Sainte-Justine Research Centre, University of Montreal, Montreal, Quebec, Canada
| | - Khadijé Jizi
- Division of Genetics and Genomics, CHU Ste-Justine Hospital and CHU Sainte-Justine Research Centre, University of Montreal, Montreal, Quebec, Canada
| | - Ange-Line Bruel
- INSERM UMR 1231, Genetics of Developmental Anomalies, Université de Bourgogne Franche-Comté, Dijon, France
- UF Innovation en Diagnostic Génomique des Maladies Rares, CHU Dijon Bourgogne, Dijon, France
- FHU-TRANSLAD, Fédération Hospitalo-Universitaire Translational Medicine in Developmental Anomalies, CHU Dijon Bourgogne, Dijon, France
| | - Chloé Quelin
- Medical Genetics Department, Centre de Référence Maladies Rares CLAD-Ouest, CHU Hôpital Sud, Rennes, France
| | - Vinod K. Misra
- Division of Genetic, Genomic, and Metabolic Disorders, Children’s Hospital of Michigan, Detroit, Michigan, USA
- Central Michigan University College of Medicine, Discipline of Pediatrics, Mount Pleasant, Michigan, USA
| | - Erika Chick
- Division of Genetic, Genomic, and Metabolic Disorders, Children’s Hospital of Michigan, Detroit, Michigan, USA
| | - Corrado Romano
- Research Unit of Rare Diseases and Neurodevelopmental Disorders, Oasi Research Institute-IRCCS, Troina, Italy
- Medical Genetics, Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | | | | | - Manuela Morleo
- Telethon Institute of Genetics and Medicine (TIGEM), Pozzuoli, Naples, Italy
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Vincenzo Nigro
- Telethon Institute of Genetics and Medicine (TIGEM), Pozzuoli, Naples, Italy
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Rie Seyama
- Department of Human Genetics, Yokohama City University Graduate School of Medicine, Yokohama, Japan
- Department of Obstetrics and Gynecology, Juntendo University, Tokyo, Japan
| | - Yuri Uchiyama
- Department of Human Genetics, Yokohama City University Graduate School of Medicine, Yokohama, Japan
- Department of Rare Disease Genomics, Yokohama City University Hospital, Yokohama, Japan
| | - Naomichi Matsumoto
- Department of Human Genetics, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Ryoji Taira
- Department of Pediatrics, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Katsuya Tashiro
- Department of Pediatrics, Karatsu Red Cross Hospital, Saga, Japan
| | - Yasunari Sakai
- Department of Pediatrics, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Gökhan Yigit
- Institute of Human Genetics, University Medical Center Göttingen, Göttingen, Germany
- DZHK (German Center for Cardiovascular Research), partner site Göttingen, Göttingen, Germany
| | - Bernd Wollnik
- Institute of Human Genetics, University Medical Center Göttingen, Göttingen, Germany
- DZHK (German Center for Cardiovascular Research), partner site Göttingen, Göttingen, Germany
- Cluster of Excellence “Multiscale Bioimaging: from Molecular Machines to Networks of Excitable Cells” (MBExC), University of Göttingen, Göttingen, Germany
| | - Michael Wagner
- Kinderzentrum Oldenburg, Sozialpädiatrisches Zentrum, Diakonisches Werk Oldenburg, Oldenburg, Germany
| | - Barbara Kutsche
- Kinderzentrum Oldenburg, Sozialpädiatrisches Zentrum, Diakonisches Werk Oldenburg, Oldenburg, Germany
| | - Anna C.E. Hurst
- Department of Genetics, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | | | - Ryan Schmidt
- Department of Pathology and Laboratory Medicine, Children’s Hospital Los Angeles, Los Angeles, California, USA
- Keck School of Medicine of the University of Southern California, Los Angeles, California, USA
| | - Linda Randolph
- Keck School of Medicine of the University of Southern California, Los Angeles, California, USA
- Division of Medical Genetics, Children’s Hospital Los Angeles, California, USA
| | - Rebecca C. Spillmann
- Department of Pediatrics–Medical Genetics, Duke University School of Medicine, Durham, North Carolina, USA
| | - Vandana Shashi
- Department of Pediatrics–Medical Genetics, Duke University School of Medicine, Durham, North Carolina, USA
| | | | - Dawn Cordeiro
- Division of Clinical and Metabolic Genetics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Amanda Carnevale
- Division of Clinical and Metabolic Genetics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Gregory Costain
- Division of Clinical and Metabolic Genetics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Tayyaba Khan
- Division of Clinical and Metabolic Genetics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Benoît Funalot
- Department of Genetics, Hôpital Henri-Mondor APHP and CHI Creteil, University Paris Est Creteil, IMRB, Inserm U.955, Creteil, France
| | - Frederic Tran Mau-Them
- INSERM UMR 1231, Genetics of Developmental Anomalies, Université de Bourgogne Franche-Comté, Dijon, France
- UF Innovation en Diagnostic Génomique des Maladies Rares, CHU Dijon Bourgogne, Dijon, France
| | | | - Sixto García-Miñaúr
- Institute of Medical and Molecular Genetics (INGEMM), Hospital Universitario La Paz, Madrid, Spain
| | - Matthew Osmond
- Children’s Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, Ontario, Canada
| | - Lauren Chad
- Department of Pediatrics, Division of Clinical and Metabolic Genetics, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Nada Quercia
- Department of Genetic Counselling, Division of Clinical and Metabolic Genetics, Hospital for Sick Children, Ottawa, Ontario, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
| | - Diana Carrasco
- Department of Clinical Genetics, Cook Children’s Hospital, Fort Worth, Texas, USA
| | - Chumei Li
- Division of Genetics, Department of Paediatrics, McMaster University, Hamilton, Ontario, Canada
| | - Amarilis Sanchez-Valle
- Division of Genetics and Metabolism, Department of Pediatrics, University of South Florida, Tampa, Florida, USA
| | - Meghan Kelley
- Division of Genetics and Metabolism, Department of Pediatrics, University of South Florida, Tampa, Florida, USA
| | - Mathilde Nizon
- Nantes Université, CHU Nantes, Medical Genetics Department, Nantes, France
- Nantes Université, CNRS, INSERM, l’Institut du Thorax, Nantes, France
| | | | | | - Kari Stefansson
- deCODE genetics/Amgen Inc., Reykjavik, Iceland
- Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland
| | - Svetlana Gorokhova
- Aix Marseille University, Inserm, U1251-MMG, Marseille Medical Genetics, Marseille, France
- Department of Medical Genetics, Timone Hospital, APHM, Marseille, France
| | - Tiffany Busa
- Department of Medical Genetics, Timone Hospital, APHM, Marseille, France
| | - Marlène Rio
- Department of Genomic Medicine of Rare Disorders, Necker Hospital, APHP Center, University Paris Cité, Paris, France
| | - Hamza Hadj Habdallah
- Department of Genomic Medicine of Rare Disorders, Necker Hospital, APHP Center, University Paris Cité, Paris, France
| | - Marion Lesieur-Sebellin
- Department of Genomic Medicine of Rare Disorders, Necker Hospital, APHP Center, University Paris Cité, Paris, France
| | - Jeanne Amiel
- Rare Disease Genetics Department, APHP, Hôpital Necker, Paris, France
- Université Paris Cité, Inserm, Institut Imagine, Embryology and Genetics of Malformations Laboratory, Paris, France
| | - Véronique Pingault
- Rare Disease Genetics Department, APHP, Hôpital Necker, Paris, France
- Université Paris Cité, Inserm, Institut Imagine, Embryology and Genetics of Malformations Laboratory, Paris, France
- Laboratoire de Biologie Médicale Multi-Sites SeqOIA (laboratoire-seqoia.fr), Paris, France
| | - Sandra Mercier
- Nantes Université, CHU Nantes, Medical Genetics Department, Nantes, France
- Nantes Université, CNRS, INSERM, l’Institut du Thorax, Nantes, France
| | - Marie Vincent
- Nantes Université, CHU Nantes, Medical Genetics Department, Nantes, France
- Nantes Université, CNRS, INSERM, l’Institut du Thorax, Nantes, France
| | - Christophe Philippe
- INSERM UMR 1231, Genetics of Developmental Anomalies, Université de Bourgogne Franche-Comté, Dijon, France
| | | | - Kathryn Friend
- Genetics and Molecular Pathology, SA Pathology, Adelaide, South Australia, Australia
| | | | | | - Jane Rosser
- Department of General Medicine, Women’s and Children’s Hospital, Adelaide, South Australia, Australia
| | - Cheryl Shoubridge
- Adelaide Medical School and Robinson Research Institute, The University of Adelaide, South Australia, Australia
| | - Mark Corbett
- Adelaide Medical School and Robinson Research Institute, The University of Adelaide, South Australia, Australia
| | - Christopher Barnett
- Adelaide Medical School and Robinson Research Institute, The University of Adelaide, South Australia, Australia
- Pediatric and Reproductive Genetics Unit, Women’s and Children’s Hospital, North Adelaide, South Australia, Australia
| | - Jozef Gecz
- Adelaide Medical School and Robinson Research Institute, The University of Adelaide, South Australia, Australia
- South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia
| | - Kathleen Leppig
- Genetic Services, Kaiser Permenante of Washington, Seattle, Washington, USA
| | - Anne Slavotinek
- Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
| | - Carlo Marcelis
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Rolph Pfundt
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Bert B.A. de Vries
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | | | - Alice S. Brooks
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Benjamin Cogne
- Nantes Université, CHU Nantes, Medical Genetics Department, Nantes, France
- Nantes Université, CNRS, INSERM, l’Institut du Thorax, Nantes, France
- Laboratoire de Biologie Médicale Multi-Sites SeqOIA (laboratoire-seqoia.fr), Paris, France
| | - Thomas Rambaud
- Laboratoire de Biologie Médicale Multi-Sites SeqOIA (laboratoire-seqoia.fr), Paris, France
| | - Zeynep Tümer
- Kennedy Center, Department of Clinical Genetics, Copenhagen University Hospital, Rigshospitalet, Glostrup, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Elaine H. Zackai
- Division of Human Genetics, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Naiara Akizu
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Yuanquan Song
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Hakon Hakonarson
- Center for Applied Genomics, and
- Division of Human Genetics, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
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24
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D'Gama AM, Agrawal PB. Genomic medicine in neonatal care: progress and challenges. Eur J Hum Genet 2023; 31:1357-1363. [PMID: 37789085 PMCID: PMC10689757 DOI: 10.1038/s41431-023-01464-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 09/01/2023] [Accepted: 09/13/2023] [Indexed: 10/05/2023] Open
Abstract
During the neonatal period, many genetic disorders present and contribute to neonatal morbidity and mortality. Genomic medicine-the use of genomic information in clinical care- has the potential to significantly reduce morbidity and mortality in the neonatal period and improve outcomes for this population. Diagnostic genomic testing for symptomatic newborns, especially rapid testing, has been shown to be feasible and have diagnostic and clinical utility, particularly in the short-term. Ongoing studies are assessing the feasibility and utility, including personal utility, of implementation in diverse populations. Genomic screening for asymptomatic newborns has also been studied, and the acceptability and feasibility of such an approach remains an active area of investigation. Emerging precision therapies, with examples even at the "n-of-1" level, highlight the promise of precision diagnostics to lead to early intervention and improve outcomes. To sustainably implement genomic medicine in neonatal care in an ethical, effective, and equitable manner, we need to ensure access to genetics and genomics knowledge, access to genomic tests, which is currently limited by payors, feasible processes for ordering these tests, and access to follow up in the clinical and research realms. Future studies will provide further insight into enablers and barriers to optimize implementation strategies.
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Affiliation(s)
- Alissa M D'Gama
- Division of Newborn Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
- Epilepsy Genetics Program, Department of Neurology, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA
| | - Pankaj B Agrawal
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA.
- The Manton Center for Orphan Disease Research, Boston Children's Hospital, Boston, MA, USA.
- Division of Neonatology, Department of Pediatrics, University of Miami Miller School of Medicine, Holtz Children's Hospital, Jackson Health System, Miami, FL, USA.
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25
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Taylor A, Kashyape PS, Jain R, El Naofal M, Tayoun AA. Heterozygous gain of function variants in a critical region of RNF13 cause congenital microcephaly, epileptic encephalopathy, blindness, and failure to thrive. Am J Med Genet A 2023; 191:2723-2727. [PMID: 37668308 DOI: 10.1002/ajmg.a.63390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 08/10/2023] [Accepted: 08/22/2023] [Indexed: 09/06/2023]
Abstract
Missense variants in the RNF13 gene have been previously known to cause congenital microcephaly, epileptic encephalopathy, blindness, and failure to thrive through a gain-of-function disease mechanism. Here, we identify a nonsense variant, expected to result in protein truncation, in a similarly affected patient. We show that this nonsense variant, residing in the terminal exon, is likely to escape nonsense-mediated decay while removing a critical region for protein function, thus resulting in a gain-of-function effect. We review the literature and disease databases and identify several other affected individuals with overlapping phenotypes carrying distinct truncating variants in the terminal exon upstream of the putative critical region. Furthermore, we analyze truncating variants from the general population, namely, the Genome Aggregation Database (gnomAD), and provide additional evidence supporting our hypothesis, and ruling out haploinsufficiency as an alternative disease mechanism. In summary, our case report, literature review, and analysis of disease and population databases strongly support the hypothesis that heterozygous gain-of-function variants in a critical region of RNF13 cause congenital microcephaly, epileptic encephalopathy, blindness, and failure to thrive.
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Affiliation(s)
- Alan Taylor
- Al Jalila Genomics Center of Excellence, Al Jalila Children's Specialty Hospital, Dubai, United Arab Emirates
| | - Pawan S Kashyape
- Neurology Department, Al Jalila Children's Specialty Hospital, Dubai, United Arab Emirates
| | - Ruchi Jain
- Al Jalila Genomics Center of Excellence, Al Jalila Children's Specialty Hospital, Dubai, United Arab Emirates
| | - Maha El Naofal
- Al Jalila Genomics Center of Excellence, Al Jalila Children's Specialty Hospital, Dubai, United Arab Emirates
| | - Ahmad Abou Tayoun
- Al Jalila Genomics Center of Excellence, Al Jalila Children's Specialty Hospital, Dubai, United Arab Emirates
- Center for Genomic Discovery, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
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26
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Kumar RD, Saba LF, Streff H, Shaw CA, Mizerik E, Snyder MT, Lopez-Terrada D, Scull J. Clinical genome sequencing: Three years' experience at a tertiary children's hospital. Genet Med 2023; 25:100916. [PMID: 37334785 DOI: 10.1016/j.gim.2023.100916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 06/08/2023] [Accepted: 06/09/2023] [Indexed: 06/20/2023] Open
Abstract
PURPOSE Genome sequencing (GS) may shorten the diagnostic odyssey for patients, but clinical experience with this assay in nonresearch settings remains limited. Texas Children's Hospital began offering GS as a clinical test to admitted patients in 2020, providing an opportunity to study GS utilization, possibilities for test optimization, and testing outcomes. METHODS We retrospectively reviewed GS orders for admitted patients for a nearly 3-year period from March 2020 through December 2022. We gathered anonymized clinical data from the electronic health record to answer the study questions. RESULTS The diagnostic yield over 97 admitted patients was 35%. The majority of GS clinical indications were neurologic or metabolic (61%) and most patients were in intensive care (58%). Tests were often characterized as candidates for intervention/improvement (56%), frequently because of redundancy with prior testing. Patients receiving GS without prior exome sequencing (ES) had higher diagnostic rates (45%) than the cohort as a whole. In 2 cases, GS revealed a molecular diagnosis that is unlikely to be detected by ES. CONCLUSION The performance of GS in clinical settings likely justifies its use as a first-line diagnostic test, but the incremental benefit for patients with prior ES may be limited.
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Affiliation(s)
- Runjun D Kumar
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX; Department of Pathology and Immunology, Baylor College of Medicine, Houston, TX.
| | - Lisa F Saba
- Department of Pathology, Texas Children's Hospital, Houston, TX
| | - Haley Streff
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX; Department of Pathology, Texas Children's Hospital, Houston, TX
| | - Chad A Shaw
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX; Department of Statistics, Rice University, Houston, TX
| | - Elizabeth Mizerik
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX
| | - Matthew T Snyder
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX
| | - Dolores Lopez-Terrada
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, TX; Department of Pathology, Texas Children's Hospital, Houston, TX; Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | - Jennifer Scull
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, TX; Department of Pathology, Texas Children's Hospital, Houston, TX.
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27
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Kane NJ, Cohen ASA, Berrios C, Jones B, Pastinen T, Hoffman MA. Committing to genomic answers for all kids: Evaluating inequity in genomic research enrollment. Genet Med 2023; 25:100895. [PMID: 37194653 PMCID: PMC10524770 DOI: 10.1016/j.gim.2023.100895] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 05/08/2023] [Accepted: 05/10/2023] [Indexed: 05/18/2023] Open
Abstract
PURPOSE Persistent inequities in genomic medicine and research contribute to health disparities. This analysis uses a context-specific and equity-focused strategy to evaluate enrollment patterns for Genomic Answers for Kids (GA4K), a large, metropolitan-wide genomic study on children. METHODS Electronic health records for 2247 GA4K study participants were used to evaluate the distribution of individuals by demographics (race, ethnicity, and payor type) and location (residential address). Addresses were geocoded to produce point density and 3-digit zip code maps showing local and regional enrollment patterns. Health system reports and census data were used to compare participant characteristics with reference populations at different spatial scales. RESULTS Racial and ethnic minoritized and populations with low-income were underrepresented in the GA4K study cohort. Geographic variation demonstrates inequity in enrollment and participation among children from historically segregated and socially disadvantaged communities. CONCLUSION Our findings illustrate inequity in enrollment related to both GA4K study design and structural inequalities, which we suspect may exist for similar US-based studies. Our methods provide a scalable framework for continually evaluating and improving study design to ensure equitable participation in and benefits from genomic research and medicine. The use of high-resolution, place-based data represents a novel and practical means of identifying and characterizing inequities and targeting community engagement.
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28
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Chung CCY, Hue SPY, Ng NYT, Doong PHL, Chu ATW, Chung BHY. Meta-analysis of the diagnostic and clinical utility of exome and genome sequencing in pediatric and adult patients with rare diseases across diverse populations. Genet Med 2023; 25:100896. [PMID: 37191093 DOI: 10.1016/j.gim.2023.100896] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 05/07/2023] [Accepted: 05/10/2023] [Indexed: 05/17/2023] Open
Abstract
PURPOSE This meta-analysis aims to compare the diagnostic and clinical utility of exome sequencing (ES) vs genome sequencing (GS) in pediatric and adult patients with rare diseases across diverse populations. METHODS A meta-analysis was conducted to identify studies from 2011 to 2021. RESULTS One hundred sixty-one studies across 31 countries/regions were eligible, featuring 50,417 probands of diverse populations. Diagnostic rates of ES (0.38, 95% CI 0.36-0.40) and GS (0.34, 95% CI 0.30-0.38) were similar (P = .1). Within-cohort comparison illustrated 1.2-times odds of diagnosis by GS over ES (95% CI 0.79-1.83, P = .38). GS studies discovered a higher range of novel genes than ES studies; yet, the rate of variant of unknown significance did not differ (P = .78). Among high-quality studies, clinical utility of GS (0.77, 95% CI 0.64-0.90) was higher than that of ES (0.44, 95% CI 0.30-0.58) (P < .01). CONCLUSION This meta-analysis provides an important update to demonstrate the similar diagnostic rates between ES and GS and the higher clinical utility of GS over ES. With the newly published recommendations for clinical interpretation of variants found in noncoding regions of the genome and the trend of decreasing variant of unknown significance and GS cost, it is expected that GS will be more widely used in clinical settings.
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Affiliation(s)
| | - Shirley P Y Hue
- Hong Kong Genome Institute, Hong Kong Special Administrative Region
| | - Nicole Y T Ng
- Department of Paediatrics and Adolescent Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region
| | - Phoenix H L Doong
- Department of Paediatrics and Adolescent Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region
| | - Annie T W Chu
- Hong Kong Genome Institute, Hong Kong Special Administrative Region.
| | - Brian H Y Chung
- Hong Kong Genome Institute, Hong Kong Special Administrative Region; Department of Paediatrics and Adolescent Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region.
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29
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Felker SA, Lawlor JMJ, Hiatt SM, Thompson ML, Latner DR, Finnila CR, Bowling KM, Bonnstetter ZT, Bonini KE, Kelly NR, Kelley WV, Hurst ACE, Rashid S, Kelly MA, Nakouzi G, Hendon LG, Bebin EM, Kenny EE, Cooper GM. Poison exon annotations improve the yield of clinically relevant variants in genomic diagnostic testing. Genet Med 2023; 25:100884. [PMID: 37161864 PMCID: PMC10524927 DOI: 10.1016/j.gim.2023.100884] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 05/01/2023] [Accepted: 05/03/2023] [Indexed: 05/11/2023] Open
Abstract
PURPOSE Neurodevelopmental disorders (NDDs) often result from rare genetic variation, but genomic testing yield for NDDs remains below 50%, suggesting that clinically relevant variants may be missed by standard analyses. Here, we analyze "poison exons" (PEs), which are evolutionarily conserved alternative exons often absent from standard gene annotations. Variants that alter PE inclusion can lead to loss of function and may be highly penetrant contributors to disease. METHODS We curated published RNA sequencing data from developing mouse cortex to define 1937 conserved PE regions potentially relevant to NDDs, and we analyzed variants found by genome sequencing in multiple NDD cohorts. RESULTS Across 2999 probands, we found 6 novel clinically relevant variants in PE regions. Five of these variants are in genes that are part of the sodium voltage-gated channel alpha subunit family (SCN1A, SCN2A, and SCN8A), which is associated with epilepsies. One variant is in SNRPB, associated with cerebrocostomandibular syndrome. These variants have moderate to high computational impact assessments, are absent from population variant databases, and in genes with gene-phenotype associations consistent with each probands reported features. CONCLUSION With a very minimal increase in variant analysis burden (average of 0.77 variants per proband), annotation of PEs can improve diagnostic yield for NDDs and likely other congenital conditions.
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Affiliation(s)
| | | | - Susan M Hiatt
- HudsonAlpha Institute for Biotechnology, Huntsville, AL
| | | | | | | | | | | | - Katherine E Bonini
- Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Nicole R Kelly
- Division of Pediatric Genetic Medicine, Department of Pediatrics, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY
| | | | | | | | | | | | | | - E Martina Bebin
- Department of Neurology, University of Alabama at Birmingham, Birmingham, AL
| | - Eimear E Kenny
- Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY; Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
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30
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D'Gama AM, Agrawal PB. Role of genomic medicine and implementing equitable access for critically ill infants in neonatal intensive care units. J Perinatol 2023; 43:963-967. [PMID: 36774516 PMCID: PMC9918837 DOI: 10.1038/s41372-023-01630-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 01/27/2023] [Accepted: 01/31/2023] [Indexed: 02/13/2023]
Abstract
Genetic disorders are a leading cause of morbidity and mortality in infants admitted to neonatal intensive care units. This population has immense potential to benefit from genomic medicine, as early precision diagnosis is critical to early personalized management. However, the implementation of genomic medicine in neonatology thus far has arguably worsened health inequities, and strategies are urgently needed to achieve equitable access to genomics in neonatal care. In this perspective, we demonstrate the utility of genomic sequencing in critically ill infants and highlight three key recommendations to advance equitable access: recruitment of underrepresented populations, education of non-genetics providers to empower practice of genomic medicine, and development of innovative infrastructure to implement genomic medicine across diverse settings.
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Affiliation(s)
- Alissa M D'Gama
- Epilepsy Genetics Program, Division of Epilepsy and Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA, USA
- Neonatal Genomics Program, Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, USA
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Pankaj B Agrawal
- Neonatal Genomics Program, Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, USA.
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA.
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA.
- The Manton Center for Orphan Disease Research, Boston Children's Hospital, Boston, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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Lemke AA, Thompson ML, Gimpel EC, McNamara KC, Rich CA, Finnila CR, Cochran ME, Lawlor JMJ, East KM, Bowling KM, Latner DR, Hiatt SM, Amaral MD, Kelley WV, Greve V, Gray DE, Felker SA, Meddaugh H, Cannon A, Luedecke A, Jackson KE, Hendon LG, Janani HM, Johnston M, Merin LA, Deans SL, Tuura C, Hughes T, Williams H, Laborde K, Neu MB, Patrick-Esteve J, Hurst ACE, Kirmse BM, Savich R, Spedale SB, Knight SJ, Barsh GS, Korf BR, Cooper GM, Brothers KB. Parents' Perspectives on the Utility of Genomic Sequencing in the Neonatal Intensive Care Unit. J Pers Med 2023; 13:1026. [PMID: 37511639 PMCID: PMC10382030 DOI: 10.3390/jpm13071026] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 06/08/2023] [Accepted: 06/16/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND It is critical to understand the wide-ranging clinical and non-clinical effects of genome sequencing (GS) for parents in the NICU context. We assessed parents' experiences with GS as a first-line diagnostic tool for infants with suspected genetic conditions in the NICU. METHODS Parents of newborns (N = 62) suspected of having a genetic condition were recruited across five hospitals in the southeast United States as part of the SouthSeq study. Semi-structured interviews (N = 78) were conducted after parents received their child's sequencing result (positive, negative, or variants of unknown significance). Thematic analysis was performed on all interviews. RESULTS Key themes included that (1) GS in infancy is important for reproductive decision making, preparing for the child's future care, ending the diagnostic odyssey, and sharing results with care providers; (2) the timing of disclosure was acceptable for most parents, although many reported the NICU environment was overwhelming; and (3) parents deny that receiving GS results during infancy exacerbated parent-infant bonding, and reported variable impact on their feelings of guilt. CONCLUSION Parents reported that GS during the neonatal period was useful because it provided a "backbone" for their child's care. Parents did not consistently endorse negative impacts like interference with parent-infant bonding.
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Affiliation(s)
- Amy A. Lemke
- Department of Pediatrics, Norton Children’s Research Institute, University of Louisville School of Medicine, Louisville, KY 40202, USA (K.B.B.)
| | | | - Emily C. Gimpel
- Department of Pediatrics, Norton Children’s Research Institute, University of Louisville School of Medicine, Louisville, KY 40202, USA (K.B.B.)
| | - Katelyn C. McNamara
- Department of Pediatrics, Norton Children’s Research Institute, University of Louisville School of Medicine, Louisville, KY 40202, USA (K.B.B.)
| | - Carla A. Rich
- Department of Pediatrics, Norton Children’s Research Institute, University of Louisville School of Medicine, Louisville, KY 40202, USA (K.B.B.)
| | | | | | | | - Kelly M. East
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Kevin M. Bowling
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Donald R. Latner
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Susan M. Hiatt
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | | | | | - Veronica Greve
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - David E. Gray
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Stephanie A. Felker
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
- Department of Biological Sciences, University of Alabama in Huntsville, Huntsville, AL 35899, USA
| | - Hannah Meddaugh
- Department of Genetics, Ochsner Health System, New Orleans, LA 70121, USA
| | - Ashley Cannon
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Amanda Luedecke
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Kelly E. Jackson
- Division of Genetics, Norton Children’s Genetics Center, University of Louisville School of Medicine, Louisville, KY 40202, USA
| | - Laura G. Hendon
- Department of Pediatrics, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Hillary M. Janani
- Neonatal Intensive Care Unit, Woman’s Hospital, Baton Rouge, LA 70817, USA
| | - Marla Johnston
- Department of Pediatrics, Children’s Hospital New Orleans, New Orleans, LA 70118, USA; (M.J.)
| | - Lee Ann Merin
- Department of Pediatrics, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Sarah L. Deans
- Department of Pediatrics, Norton Children’s Research Institute, University of Louisville School of Medicine, Louisville, KY 40202, USA (K.B.B.)
| | - Carly Tuura
- Department of Pediatrics, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Trent Hughes
- Department of Pediatrics, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Heather Williams
- Department of Pediatrics, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Kelly Laborde
- Neonatal Intensive Care Unit, Woman’s Hospital, Baton Rouge, LA 70817, USA
| | - Matthew B. Neu
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Jessica Patrick-Esteve
- Department of Pediatrics, Children’s Hospital New Orleans, New Orleans, LA 70118, USA; (M.J.)
| | - Anna C. E. Hurst
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Brian M. Kirmse
- Department of Pediatrics, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Renate Savich
- Pediatrics Neonatology Division, University of New Mexico Health Sciences Center, Albuquerque, NM 87106, USA
| | - Steven B. Spedale
- Neonatal Intensive Care Unit, Woman’s Hospital, Baton Rouge, LA 70817, USA
| | - Sara J. Knight
- Department of Internal Medicine, University of Utah, Salt Lake City, UT 84112, USA
| | - Gregory S. Barsh
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Bruce R. Korf
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | | | - Kyle B. Brothers
- Department of Pediatrics, Norton Children’s Research Institute, University of Louisville School of Medicine, Louisville, KY 40202, USA (K.B.B.)
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32
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Felker SA, Lawlor JMJ, Hiatt SM, Thompson ML, Latner DR, Finnila CR, Bowling KM, Bonnstetter ZT, Bonini KE, Kelly NR, Kelley WV, Hurst ACE, Kelly MA, Nakouzi G, Hendon LG, Bebin EM, Kenny EE, Cooper GM. Poison exon annotations improve the yield of clinically relevant variants in genomic diagnostic testing. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.12.523654. [PMID: 36711854 PMCID: PMC9882217 DOI: 10.1101/2023.01.12.523654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Purpose Neurodevelopmental disorders (NDDs) often result from rare genetic variation, but genomic testing yield for NDDs remains around 50%, suggesting some clinically relevant rare variants may be missed by standard analyses. Here we analyze "poison exons" (PEs) which, while often absent from standard gene annotations, are alternative exons whose inclusion results in a premature termination codon. Variants that alter PE inclusion can lead to loss-of-function and may be highly penetrant contributors to disease. Methods We curated published RNA-seq data from developing mouse cortex to define 1,937 PE regions conserved between humans and mice and potentially relevant to NDDs. We then analyzed variants found by genome sequencing in multiple NDD cohorts. Results Across 2,999 probands, we found six clinically relevant variants in PE regions that were previously overlooked. Five of these variants are in genes that are part of the sodium voltage-gated channel alpha subunit family ( SCN1A, SCN2A , and SCN8A ), associated with epilepsies. One variant is in SNRPB , associated with Cerebrocostomandibular Syndrome. These variants have moderate to high computational impact assessments, are absent from population variant databases, and were observed in probands with features consistent with those reported for the associated gene. Conclusion With only a minimal increase in variant analysis burden (most probands had zero or one candidate PE variants in a known NDD gene, with an average of 0.77 per proband), annotation of PEs can improve diagnostic yield for NDDs and likely other congenital conditions.
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Affiliation(s)
| | - James MJ Lawlor
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA 35806
| | - Susan M Hiatt
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA 35806
| | | | - Donald R Latner
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA 35806
| | | | - Kevin M Bowling
- Washington University School of Medicine, Saint Louis, MO, USA 63110
| | | | - Katherine E Bonini
- Institute for Genomic Health, Icahn School of Medicine at Mount Sinai. New York, NY, USA 10029
| | - Nicole R Kelly
- Department of Pediatrics, Division of Pediatric Genetic Medicine, Children’s Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA 10467
| | - Whitley V Kelley
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA 35806
| | - Anna CE Hurst
- University of Alabama in Birmingham, Birmingham, AL, USA 35294
| | | | | | - Laura G Hendon
- University of Mississippi Medical Center, Jackson, MS, 39216
| | - E Martina Bebin
- Department of Neurology, University of Alabama at Birmingham, Birmingham, AL, USA 35294
| | - Eimear E Kenny
- Institute for Genomic Health, Icahn School of Medicine at Mount Sinai. New York, NY, USA 10029
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029
| | - Gregory M Cooper
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA 35806
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33
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Bowling KM, Thompson ML, Kelly MA, Scollon S, Slavotinek AM, Powell BC, Kirmse BM, Hendon LG, Brothers KB, Korf BR, Cooper GM, Greally JM, Hurst ACE. Return of non-ACMG recommended incidental genetic findings to pediatric patients: considerations and opportunities from experiences in genomic sequencing. Genome Med 2022; 14:131. [PMID: 36414972 PMCID: PMC9682742 DOI: 10.1186/s13073-022-01139-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 11/10/2022] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND The uptake of exome/genome sequencing has introduced unexpected testing results (incidental findings) that have become a major challenge for both testing laboratories and providers. While the American College of Medical Genetics and Genomics has outlined guidelines for laboratory management of clinically actionable secondary findings, debate remains as to whether incidental findings should be returned to patients, especially those representing pediatric populations. METHODS The Sequencing Analysis and Diagnostic Yield working group in the Clinical Sequencing Evidence-Generating Research Consortium has collected a cohort of pediatric patients found to harbor a genomic sequencing-identified non-ACMG-recommended incidental finding. The incidental variants were not thought to be associated with the indication for testing and were disclosed to patients and families. RESULTS In total, 23 "non-ACMG-recommended incidental findings were identified in 21 pediatric patients included in the study. These findings span four different research studies/laboratories and demonstrate differences in incidental finding return rate across study sites. We summarize specific cases to highlight core considerations that surround identification and return of incidental findings (uncertainty of disease onset, disease severity, age of onset, clinical actionability, and personal utility), and suggest that interpretation of incidental findings in pediatric patients can be difficult given evolving phenotypes. Furthermore, return of incidental findings can benefit patients and providers, but do present challenges. CONCLUSIONS While there may be considerable benefit to return of incidental genetic findings, these findings can be burdensome to providers and present risk to patients. It is important that laboratories conducting genomic testing establish internal guidelines in anticipation of detection. Moreover, cross-laboratory guidelines may aid in reducing the potential for policy heterogeneity across laboratories as it relates to incidental finding detection and return. However, future discussion is required to determine whether cohesive guidelines or policy statements are warranted.
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Affiliation(s)
- Kevin M Bowling
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | | | - Melissa A Kelly
- HudsonAlpha Clinical Services Lab, LLC, HudsonAlpha Institute for Biotechnology, Huntsville, USA
| | - Sarah Scollon
- Department of Pediatrics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Anne M Slavotinek
- Department of Pediatrics, University of California, San Francisco, CA, 94158, USA
| | - Bradford C Powell
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Brian M Kirmse
- Department of Pediatrics, University of Mississippi Medical Center, Jackson, MS, 39216, USA
| | - Laura G Hendon
- Department of Pediatrics, University of Mississippi Medical Center, Jackson, MS, 39216, USA
| | - Kyle B Brothers
- Norton Children's Research Institute Affiliated with UofL School of Medicine, Louisville, KY, 40202, USA
| | - Bruce R Korf
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL, 25294, USA
| | - Gregory M Cooper
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | - John M Greally
- Department of Genetics, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Anna C E Hurst
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL, 25294, USA.
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34
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Bupp CP, English BK, Rajasekaran S, Prokop JW. Introduction to Personalized Medicine in Pediatrics. Pediatr Ann 2022; 51:e381-e386. [PMID: 36215089 DOI: 10.3928/19382359-20220803-03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Exciting new developments in biomedical and computational sciences provide an extraordinary and unparalleled opportunity to compile, connect, and analyze multiple types of "big data," driving the development of personalized medicine. These insights must begin in early life (ie, pregnancy, neonatal, and infancy) and focus on early prevention, diagnosis, and intervention-areas of medicine where pediatricians are poised to lead the way to a personalized medicine future. The rapid growth of genomics (including pharmacogenomics), transcriptomics, and related "omics" has revolutionized the diagnosis of rare monogenic disorders. It is now clarifying the pathogenesis of complex conditions ranging from autism spectrum disorder to asthma. Collaborations between clinicians and basic scientists integrating multiomics approaches in evaluating children with severe illness are transforming the fields of perinatal, neonatal, and pediatric critical care medicine. Improvements in rapid diagnostic and prognostic information suggest that pediatric personalized medicine is under way and has an exciting future. [Pediatr Ann. 2022;51(10):e381-e386.].
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Callahan KP, Mueller R, Flibotte J, Largent EA, Feudtner C. Measures of Utility Among Studies of Genomic Medicine for Critically Ill Infants: A Systematic Review. JAMA Netw Open 2022; 5:e2225980. [PMID: 35947384 PMCID: PMC9366540 DOI: 10.1001/jamanetworkopen.2022.25980] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
IMPORTANCE Genomic medicine holds promise to revolutionize care for critically ill infants by tailoring treatments for patients and providing additional prognostic information to families. However, measuring the utility of genomic medicine is not straightforward and has important clinical and ethical implications. OBJECTIVE To review the ways that researchers measure or neglect to measure the utility of genomic medicine for critically ill infants. EVIDENCE REVIEW This systematic review included prospective full-text studies of genomic medicine of both whole exome and genome sequencing in critically ill infants younger than 1 year. PubMed, Embase, Scopus, and Cochrane Library databases, the Cochrane Database of Systematic Reviews, and the ClinicalTrials.gov register were searched with an English language restriction for articles published from the inception of each database through May 2022. Search terms included variations of the following: gene, sequencing, intensive care, critical care, and infant. From the included articles, information on how utility was defined and measured was extracted and synthesized. Information was also extracted from patient cases that authors highlighted by providing additional information. Spearman rank-order correlation was used to evaluate the association between study size and utility. FINDINGS Synthesized data from the 21 included studies reflected results from 1654 patients. A mean of 46% (range, 15%-72%) of patients had a positive genetic test result, and a mean of 37% (range, 13%-61%) met the criteria for experiencing utility. Despite heterogeneity in how studies measured and reported utility, a standardized framework was created with 5 categories of utility: treatment change, redirection of care, prognostic information, reproductive information, and screening or subspecialty referral. Most studies omitted important categories of utility, notably personal utility (patient-reported benefits) (20 studies [95%]), utility of negative or uncertain results (15 [71%]), and disutility (harms) (20 [95%]). Studies disproportionally highlighted patient cases that resulted in treatment change. Larger studies reported substantially lower utility (r = -0.65; P = .002). CONCLUSIONS AND RELEVANCE This systematic review found that genomic medicine offered various categories of utility for a substantial proportion of critically ill infants. Studies measured utility in heterogeneous ways and focused more on documenting change than assessing meaningful benefit. Authors' decisions about which cases to highlight suggest that some categories of utility may be more important than others. A more complete definition of utility that is used consistently may improve understanding of potential benefits and harms of genetic medicine.
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Affiliation(s)
- Katharine Press Callahan
- The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- Department of Medical Ethics and Health Policy, Perelman School of Medicine at the University of Pennsylvania, Philadelphia
| | - Rebecca Mueller
- Department of Medical Ethics and Health Policy, Perelman School of Medicine at the University of Pennsylvania, Philadelphia
| | - John Flibotte
- The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Emily A. Largent
- Department of Medical Ethics and Health Policy, Perelman School of Medicine at the University of Pennsylvania, Philadelphia
| | - Chris Feudtner
- The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- Department of Medical Ethics and Health Policy, Perelman School of Medicine at the University of Pennsylvania, Philadelphia
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36
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East KM, Cochran ME, Kelley WV, Greve V, Finnila CR, Coleman T, Jennings M, Alexander L, Rahn EJ, Danila MI, Barsh G, Korf B, Cooper G. Education and Training of Non-Genetics Providers on the Return of Genome Sequencing Results in a NICU Setting. J Pers Med 2022; 12:jpm12030405. [PMID: 35330405 PMCID: PMC8949881 DOI: 10.3390/jpm12030405] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 02/21/2022] [Accepted: 03/04/2022] [Indexed: 01/23/2023] Open
Abstract
To meet current and expected future demand for genome sequencing in the neonatal intensive care unit (NICU), adjustments to traditional service delivery models are necessary. Effective programs for the training of non-genetics providers (NGPs) may address the known barriers to providing genetic services including limited genetics knowledge and lack of confidence. The SouthSeq project aims to use genome sequencing to make genomic diagnoses in the neonatal period and evaluate a scalable approach to delivering genome sequencing results to populations with limited access to genetics professionals. Thirty-three SouthSeq NGPs participated in a live, interactive training intervention and completed surveys before and after participation. Here, we describe the protocol for the provider training intervention utilized in the SouthSeq study and the associated impact on NGP knowledge and confidence in reviewing, interpreting, and using genome sequencing results. Participation in the live training intervention led to an increased level of confidence in critical skills needed for real-world implementation of genome sequencing. Providers reported a significant increase in confidence level in their ability to review, understand, and use genome sequencing result reports to guide patient care. Reported barriers to implementation of genome sequencing in a NICU setting included test cost, lack of insurance coverage, and turn around time. As implementation of genome sequencing in this setting progresses, effective education of NGPs is critical to provide access to high-quality and timely genomic medicine care.
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Affiliation(s)
- Kelly M. East
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA; (M.E.C.); (W.V.K.); (V.G.); (C.R.F.); (T.C.); (M.J.); (L.A.); (G.B.); (G.C.)
- Correspondence: ; Tel.: +1-256-327-0461
| | - Meagan E. Cochran
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA; (M.E.C.); (W.V.K.); (V.G.); (C.R.F.); (T.C.); (M.J.); (L.A.); (G.B.); (G.C.)
| | - Whitley V. Kelley
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA; (M.E.C.); (W.V.K.); (V.G.); (C.R.F.); (T.C.); (M.J.); (L.A.); (G.B.); (G.C.)
| | - Veronica Greve
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA; (M.E.C.); (W.V.K.); (V.G.); (C.R.F.); (T.C.); (M.J.); (L.A.); (G.B.); (G.C.)
| | - Candice R. Finnila
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA; (M.E.C.); (W.V.K.); (V.G.); (C.R.F.); (T.C.); (M.J.); (L.A.); (G.B.); (G.C.)
| | - Tanner Coleman
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA; (M.E.C.); (W.V.K.); (V.G.); (C.R.F.); (T.C.); (M.J.); (L.A.); (G.B.); (G.C.)
| | - Mikayla Jennings
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA; (M.E.C.); (W.V.K.); (V.G.); (C.R.F.); (T.C.); (M.J.); (L.A.); (G.B.); (G.C.)
| | - Latonya Alexander
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA; (M.E.C.); (W.V.K.); (V.G.); (C.R.F.); (T.C.); (M.J.); (L.A.); (G.B.); (G.C.)
| | - Elizabeth J. Rahn
- Division of Clinical Immunology/Rheumatology, University of Alabama at Birmingham, Birmingham, AL 35294, USA; (E.J.R.); (M.I.D.)
| | - Maria I. Danila
- Division of Clinical Immunology/Rheumatology, University of Alabama at Birmingham, Birmingham, AL 35294, USA; (E.J.R.); (M.I.D.)
| | - Greg Barsh
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA; (M.E.C.); (W.V.K.); (V.G.); (C.R.F.); (T.C.); (M.J.); (L.A.); (G.B.); (G.C.)
| | - Bruce Korf
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL 35294, USA;
| | - Greg Cooper
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA; (M.E.C.); (W.V.K.); (V.G.); (C.R.F.); (T.C.); (M.J.); (L.A.); (G.B.); (G.C.)
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