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French CE, Andrews NC, Beggs AH, Boone PM, Brownstein CA, Chopra M, Chou J, Chung WK, D'Gama AM, Doan RN, Ebrahimi-Fakhari D, Goldstein RD, Irons M, Jacobsen C, Kenna M, Lee T, Madden JA, Majmundar AJ, Mann N, Morton SU, Poduri A, Randolph AG, Roberts AE, Roberts S, Sampson MG, Shao DD, Shao W, Sharma A, Shearer E, Shimamura A, Snapper SB, Srivastava S, Thiagarajah JR, Whitman MC, Wojcik MH, Rockowitz S, Sliz P. Hospital-wide access to genomic data advanced pediatric rare disease research and clinical outcomes. NPJ Genom Med 2024; 9:60. [PMID: 39622807 PMCID: PMC11612168 DOI: 10.1038/s41525-024-00441-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Accepted: 10/14/2024] [Indexed: 12/06/2024] Open
Abstract
Boston Children's Hospital has established a genomic sequencing and analysis research initiative to improve clinical care for pediatric rare disease patients. Through the Children's Rare Disease Collaborative (CRDC), the hospital offers CLIA-grade exome and genome sequencing, along with other sequencing types, to patients enrolled in specialized rare disease research studies. The data, consented for broad research use, are harmonized and analyzed with CRDC-supported variant interpretation tools. Since its launch, 66 investigators representing 26 divisions and 45 phenotype-based cohorts have joined the CRDC. These studies enrolled 4653 families, with 35% of analyzed cases having a finding either confirmed or under further investigation. This accessible and harmonized genomics platform also supports additional institutional data collections, research and clinical, and now encompasses 13,800+ patients and their families. This has fostered new research projects and collaborations, increased genetic diagnoses and accelerated innovative research via integration of genomics research with clinical care.
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Affiliation(s)
- Courtney E French
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
| | - Nancy C Andrews
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Alan H Beggs
- Children's Rare Disease Collaborative, 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
| | - Philip M Boone
- Children's Rare Disease Collaborative, 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
| | - Catherine A Brownstein
- Children's Rare Disease Collaborative, 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
| | - Maya Chopra
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Rosamund Stone Zander Translational Neuroscience Center, Boston Children's Hospital, Boston, MA, USA
| | - Janet Chou
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Division of Immunology, Boston Children's Hospital, Boston, MA, USA
| | - Wendy K Chung
- Children's Rare Disease Collaborative, 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
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Alissa M D'Gama
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, USA
- Department of Neurology, Boston Children's Hospital, Boston, MA, USA
| | - Ryan N Doan
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Darius Ebrahimi-Fakhari
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Department of Neurology, Boston Children's Hospital, Boston, MA, USA
- F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, MA, USA
| | - Richard D Goldstein
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Division of General Pediatrics, Boston Children's Hospital, Boston, MA, USA
| | - Mira Irons
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Christina Jacobsen
- Children's Rare Disease Collaborative, 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
- Division of Endocrinology, Boston Children's Hospital, Boston, MA, USA
| | - Margaret Kenna
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Department of Otolaryngology and Communication Enhancement, Boston Children's Hospital, Boston, MA, USA
- Department of Otolaryngology Head and Neck Surgery, Harvard Medical School, Boston, MA, USA
| | - Ted Lee
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Department of Urology, Boston Children's Hospital, Boston, MA, USA
- Department of Surgery, Harvard Medical School, Boston, MA, USA
| | - Jill A Madden
- Children's Rare Disease Collaborative, 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
| | - Amar J Majmundar
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Division of Nephrology, Boston Children's Hospital, Boston, MA, USA
| | - Nina Mann
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Division of Nephrology, Boston Children's Hospital, Boston, MA, USA
| | - Sarah U Morton
- 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
- Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, USA
| | - Annapurna Poduri
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Department of Neurology, Boston Children's Hospital, Boston, MA, USA
- Department of Neurology, Harvard Medical School, Boston, MA, USA
| | - Adrienne G Randolph
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, MA, USA
- Department of Anaesthesia, Harvard Medical School, Boston, MA, USA
| | - Amy E Roberts
- Children's Rare Disease Collaborative, 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
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA
| | - Stephanie Roberts
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Division of Endocrinology, Boston Children's Hospital, Boston, MA, USA
| | - Matthew G Sampson
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Division of Nephrology, Boston Children's Hospital, Boston, MA, USA
- Division of Nephrology, Brigham and Women's Hospital, Boston, MA, USA
| | - Diane D Shao
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Department of Neurology, Boston Children's Hospital, Boston, MA, USA
| | - Wanqing Shao
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
| | - Aditi Sharma
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
| | - Eliot Shearer
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Department of Otolaryngology and Communication Enhancement, Boston Children's Hospital, Boston, MA, USA
- Department of Otolaryngology Head and Neck Surgery, Harvard Medical School, Boston, MA, USA
| | - Akiko Shimamura
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Department of Hematology and Oncology, Boston Children's Hospital, Boston, MA, USA
- Dana Farber Cancer Institute, Boston, MA, USA
| | - Scott B Snapper
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Division of Gastroenterology, Hepatology and Nutrition, Boston Children's Hospital, Boston, MA, USA
| | - Siddharth Srivastava
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Rosamund Stone Zander Translational Neuroscience Center, Boston Children's Hospital, Boston, MA, USA
- Department of Neurology, Boston Children's Hospital, Boston, MA, USA
| | - Jay R Thiagarajah
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Division of Gastroenterology, Hepatology and Nutrition, Boston Children's Hospital, Boston, MA, USA
| | - Mary C Whitman
- Children's Rare Disease Collaborative, Boston Children's Hospital, Boston, MA, USA
- F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, MA, USA
- Department of Ophthalmology, Boston Children's Hospital, Boston, MA, USA
- Department of Ophthalmology, Harvard Medical School, Boston, MA, USA
| | - Monica H Wojcik
- Children's Rare Disease Collaborative, 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
- Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, USA
| | - Shira Rockowitz
- Children's Rare Disease Collaborative, 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
| | - Piotr Sliz
- Children's Rare Disease Collaborative, 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.
- Division of Molecular Medicine, Boston Children's Hospital, Boston, MA, USA.
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA.
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Motelow JE, Lippa NC, Hostyk J, Feldman E, Nelligan M, Ren Z, Alkelai A, Milner JD, Gharavi AG, Tang Y, Goldstein DB, Kernie SG. Risk Variants in the Exomes of Children With Critical Illness. JAMA Netw Open 2022; 5:e2239122. [PMID: 36306130 PMCID: PMC9617179 DOI: 10.1001/jamanetworkopen.2022.39122] [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: 11/14/2022] Open
Abstract
IMPORTANCE Diagnostic genetic testing can lead to changes in management in the pediatric intensive care unit. Genetic risk in children with critical illness but nondiagnostic exome sequencing (ES) has not been explored. OBJECTIVE To assess the association between loss-of-function (LOF) variants and pediatric critical illness. DESIGN, SETTING, AND PARTICIPANTS This genetic association study examined ES first screened for causative variants among 267 children at the Morgan Stanley Children's Hospital of NewYork-Presbyterian, of whom 22 were otherwise healthy with viral respiratory failure; 18 deceased children with bronchiolitis from the Office of the Chief Medical Examiner of New York City, of whom 14 were previously healthy; and 9990 controls from the Institute for Genomic Medicine at Columbia University Irving Medical Center. The ES data were generated between January 1, 2015, and December 31, 2020, and analyzed between January 1, 2017, and September 2, 2022. EXPOSURE Critical illness. MAIN OUTCOMES AND MEASURES Odds ratios and P values for genes and gene-sets enriched for rare LOF variants and the loss-of-function observed/expected upper bound fraction (LOEUF) score at which cases have a significant enrichment. RESULTS This study included 285 children with critical illness (median [range] age, 4.1 [0-18.9] years; 148 [52%] male) and 9990 controls. A total of 228 children (80%) did not receive a genetic diagnosis. After quality control (QC), 231 children harbored excess rare LOF variants in genes with a LOEUF score of 0.680 or less (intolerant genes) (P = 1.0 × 10-5). After QC, 176 children without a diagnosis harbored excess ultrarare LOF variants in intolerant genes but only in those without a known disease association (odds ratio, 1.8; 95% CI, 1.3-2.5). After QC, 25 children with viral respiratory failure harbored excess ultrarare LOF variants in intolerant genes but only in those without a known disease association (odds ratio, 2.8; 95% CI, 1.1-6.6). A total of 114 undiagnosed children were enriched for de novo LOF variants in genes without a known disease association (observed, 14; expected, 6.8; enrichment, 2.05). CONCLUSIONS AND RELEVANCE In this genetic association study, excess LOF variants were observed among critically ill children despite nondiagnostic ES. Variants lay in genes without a known disease association, suggesting future investigation may connect phenotypes to causative genes.
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Affiliation(s)
- Joshua E. Motelow
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York
- Division of Critical Care and Hospital Medicine, Department of Pediatrics, Columbia University Irving Medical Center, NewYork-Presbyterian Morgan Stanley Children's Hospital, New York, New York
| | - Natalie C. Lippa
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York
| | - Joseph Hostyk
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York
| | - Evin Feldman
- Division of Critical Care and Hospital Medicine, Department of Pediatrics, Columbia University Irving Medical Center, NewYork-Presbyterian Morgan Stanley Children's Hospital, New York, New York
| | - Matthew Nelligan
- Division of Critical Care and Hospital Medicine, Department of Pediatrics, Columbia University Irving Medical Center, NewYork-Presbyterian Morgan Stanley Children's Hospital, New York, New York
| | - Zhong Ren
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York
| | - Anna Alkelai
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York
- Regeneron Genetics Center, Regeneron Pharmaceuticals, Tarrytown, New York
| | | | - Ali G. Gharavi
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York
- Division of Nephrology, Department of Medicine, Columbia University Irving Medical Center, NewYork-Presbyterian, New York, New York
| | - Yingying Tang
- Molecular Genetics Laboratory, New York City Office of Chief Medical Examiner, New York, New York
| | - David B. Goldstein
- Institute for Genomic Medicine, Columbia University Medical Center, New York, New York
| | - Steven G. Kernie
- Division of Critical Care and Hospital Medicine, Department of Pediatrics, Columbia University Irving Medical Center, NewYork-Presbyterian Morgan Stanley Children's Hospital, New York, New York
- NewYork-Presbyterian Hospital, New York, New York
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