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Andersen RE, Talukdar M, Sakamoto T, Song JH, Qian X, Lee S, Delgado RN, Zhao S, Eichfeld G, Harms J, Walsh CA. Autism-Associated Genes and Neighboring lncRNAs Converge on Key Gene Regulatory Networks. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.20.634000. [PMID: 39896631 PMCID: PMC11785016 DOI: 10.1101/2025.01.20.634000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/04/2025]
Abstract
The diversity of genes implicated in autism spectrum disorder (ASD) creates challenges for identifying core pathophysiological mechanisms. Aggregation of seven different classes of genetic variants implicated in ASD, in a database we call Consensus-ASD, reveals shared features across distinct types of ASD variants. Functional interrogation of 19 ASD genes and 9 neighboring long non-coding RNAs (lncRNAs) using CRISPR-Cas13 strikingly revealed differential gene expression profiles that were significantly enriched for other ASD genes. Furthermore, construction of a gene regulatory network (GRN) enabled the identification of central regulators that exhibit convergently altered activity upon ASD gene disruption. Thus, this study reveals how perturbing distinct ASD-associated genes can lead to shared, broad dysregulation of GRNs with critical relevance to ASD. This provides a crucial framework for understanding how diverse genes, including lncRNAs, can play convergent roles in key neurodevelopmental processes and ultimately contribute to ASD.
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Affiliation(s)
- Rebecca E. Andersen
- Division of Genetics and Genomics and Manton Center for Orphan Diseases, 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
- Allen Discovery Center for Human Brain Evolution, Boston, MA, USA
| | - Maya Talukdar
- Division of Genetics and Genomics and Manton Center for Orphan Diseases, 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
- Harvard-MIT MD/PhD Program, Program in Biomedical Informatics, Boston, MA, USA
| | - Tyler Sakamoto
- Division of Genetics and Genomics and Manton Center for Orphan Diseases, Boston Children’s Hospital, Boston, MA, USA
- Harvard College, Cambridge, MA, USA
| | - Janet H.T. Song
- Division of Genetics and Genomics and Manton Center for Orphan Diseases, Boston Children’s Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Allen Discovery Center for Human Brain Evolution, Boston, MA, USA
- Department of Neurology, Harvard Medical School, Boston, MA, USA
- Howard Hughes Medical Institute, Boston Children’s Hospital, Boston, MA, USA
| | - Xuyu Qian
- Division of Genetics and Genomics and Manton Center for Orphan Diseases, Boston Children’s Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Allen Discovery Center for Human Brain Evolution, Boston, MA, USA
- Department of Neurology, Harvard Medical School, Boston, MA, USA
- Howard Hughes Medical Institute, Boston Children’s Hospital, Boston, MA, USA
| | - Seungil Lee
- Division of Genetics and Genomics and Manton Center for Orphan Diseases, Boston Children’s Hospital, Boston, MA, USA
- Harvard College, Cambridge, MA, USA
| | - Ryan N. Delgado
- Department of Genetics, Blavatnik Institute, Howard Hughes Medical Institute, Harvard Medical School, Boston, MA, USA
| | - Sijing Zhao
- Division of Genetics and Genomics and Manton Center for Orphan Diseases, Boston Children’s Hospital, Boston, MA, USA
- Harvard BBS PhD Program, Boston, MA, USA
| | - Gwenyth Eichfeld
- Division of Genetics and Genomics and Manton Center for Orphan Diseases, Boston Children’s Hospital, Boston, MA, USA
- Colgate University, Hamilton, NY, USA
| | - Julia Harms
- Division of Genetics and Genomics and Manton Center for Orphan Diseases, Boston Children’s Hospital, Boston, MA, USA
- University of California Berkeley, Berkeley, CA, USA
| | - Christopher A. Walsh
- Division of Genetics and Genomics and Manton Center for Orphan Diseases, 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
- Allen Discovery Center for Human Brain Evolution, Boston, MA, USA
- Department of Neurology, Harvard Medical School, Boston, MA, USA
- Howard Hughes Medical Institute, Boston Children’s Hospital, Boston, MA, USA
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Giersch ABS, Morton CC. Newborn Screening for Deafness/Hard of Hearing in the Genomic Era. Clin Chem 2025; 71:54-60. [PMID: 39749514 DOI: 10.1093/clinchem/hvae193] [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: 08/12/2024] [Accepted: 10/22/2024] [Indexed: 01/04/2025]
Abstract
BACKGROUND Newborn hearing screening is a physiologic screen to identify infants who may be deaf or hard of hearing (DHH) and would benefit from early intervention. Typically, an infant who does not pass the newborn hearing screen is referred for clinical audiology testing, which may be followed by genetic testing to identify the etiology of an infant's DHH. CONTENT The current newborn hearing screening paradigm can miss mild cases of DHH or later-onset DHH, leaving a child at risk for unrecognized DHH, which could impact long-term language, communication, and social development. Genomic technologies are improving the diagnosis of DHH in newborns who fail their newborn hearing screen, and a case is being made for genomic screening for DHH in all newborns. SUMMARY The genomic era brings a wealth of opportunities to screen newborns for genetic causes of hearing loss on a population wide basis, some of which are already being implemented in a clinical setting.
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Affiliation(s)
- Anne B S Giersch
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, United States
- Department of Pathology, Harvard Medical School, Boston, MA, United States
| | - Cynthia C Morton
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, United States
- Department of Pathology, Harvard Medical School, Boston, MA, United States
- The Broad Institute, Cambridge, MA, United States
- Centre for Audiology and Deafness, The University of Manchester, Manchester, United Kingdom
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Ali SS, Li Q, Agrawal PB. Implementation of multi-omics in diagnosis of pediatric rare diseases. Pediatr Res 2024:10.1038/s41390-024-03728-w. [PMID: 39562738 DOI: 10.1038/s41390-024-03728-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 10/24/2024] [Accepted: 10/28/2024] [Indexed: 11/21/2024]
Abstract
The rapid and accurate diagnosis of rare diseases is paramount in directing clinical management. In recent years, the integration of multi-omics approaches has emerged as a potential strategy to overcome diagnostic hurdles. This review examines the application of multi-omics technologies, including genomics, epigenomics, transcriptomics, proteomics, and metabolomics, in relation to the diagnostic journey of rare diseases. We explore how these combined approaches enhance the detection of pathogenic genetic variants and decipher molecular mechanisms. This review highlights the groundbreaking potential of multi-omics in advancing the precision medicine paradigm for rare diseases, offering insights into future directions and clinical applications. IMPACT: This review discusses using current tests and emerging technologies to diagnose pediatric rare diseases. We describe the next steps after inconclusive molecular testing and a structure for using multi-omics in further investigations. The use of multi-omics is expanding, and it is essential to incorporate it into clinical practice to enhance individualized patient care.
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Affiliation(s)
- Sara S Ali
- Division of Neonatology, Department of Pediatrics, University of Miami Miller School of Medicine and Holtz Children's Hospital, Jackson Health System, Miami, FL, USA
| | - Qifei Li
- Division of Neonatology, Department of Pediatrics, University of Miami Miller School of Medicine and Holtz Children's Hospital, Jackson Health System, Miami, FL, USA
| | - Pankaj B Agrawal
- Division of Neonatology, Department of Pediatrics, University of Miami Miller School of Medicine and Holtz Children's Hospital, Jackson Health System, Miami, FL, USA.
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