Literature DB >> 29162653

De novo variants in EBF3 are associated with hypotonia, developmental delay, intellectual disability, and autism.

Akemi J Tanaka1, Megan T Cho2, Rebecca Willaert2, Kyle Retterer2, Yuri A Zarate3, Katie Bosanko3, Vikki Stefans4, Kimihiko Oishi5, Amy Williamson5, Golder N Wilson6, Alice Basinger7, Tina Barbaro-Dieber7, Lucia Ortega7, Susanna Sorrentino8, Melissa K Gabriel9, Ilse J Anderson10, Maria J Guillen Sacoto2, Rhonda E Schnur2, Wendy K Chung1,11.   

Abstract

Using whole-exome sequencing, we identified seven unrelated individuals with global developmental delay, hypotonia, dysmorphic facial features, and an increased frequency of short stature, ataxia, and autism with de novo heterozygous frameshift, nonsense, splice, and missense variants in the Early B-cell Transcription Factor Family Member 3 (EBF3) gene. EBF3 is a member of the collier/olfactory-1/early B-cell factor (COE) family of proteins, which are required for central nervous system (CNS) development. COE proteins are highly evolutionarily conserved and regulate neuronal specification, migration, axon guidance, and dendritogenesis during development and are essential for maintaining neuronal identity in adult neurons. Haploinsufficiency of EBF3 may affect brain development and function, resulting in developmental delay, intellectual disability, and behavioral differences observed in individuals with a deleterious variant in EBF3.
© 2017 Tanaka et al.; Published by Cold Spring Harbor Laboratory Press.

Entities:  

Keywords:  autism; central hypotonia; intellectual disability, mild; moderate global developmental delay; neurogenic bladder

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Substances:

Year:  2017        PMID: 29162653      PMCID: PMC5701309          DOI: 10.1101/mcs.a002097

Source DB:  PubMed          Journal:  Cold Spring Harb Mol Case Stud        ISSN: 2373-2873


INTRODUCTION

Early B-cell factor 3 (EBF3) is located on Chromosome 10q26.3 and is a member of the collier/olfactory-1/EBF (COE) family of transcription factors required for the development and differentiation of various cell types across species, from planarians to humans (Bu and Su 2003; Siponen et al. 2010; Cowles et al. 2014). The COE family of proteins has low sequence similarity to other protein families, but all COE proteins share a conserved amino-terminal DNA-binding domain with a unique zinc-finger binding motif, an immunogolubulin Ig-like, plexins, transcription factors (IPT/TIG) domain, and an atypical helix–loop–helix domain with a dimerization motif (Fig. 1A; Liberg et al. 2002; Siponen et al. 2010). COE transcription factors play an important role in the nervous system and brain development, including neuronal differentiation, migration, axon guidance, and dendritogenesis, and are also necessary for the specification and maintenance of neuronal identity in adult neurons (Wang et al. 2004). Mice and humans have four COE paralogs, EBF1-4 (Daburon et al. 2008), which may have complementary and redundant roles (Dubois and Vincent 2001; Liberg et al. 2002). Among the COE paralogs, EBF3 is highly expressed throughout the brain during development in mice and humans (Zhao et al. 2006; Tao et al. 2015) and is required for the migration of Cajal–Retzius cells during corticogenesis and the terminal differentiation and maintenance of specialized neurons in the adult brain (Dubois and Vincent 2001; Garcia-Dominguez et al. 2003; Thuret et al. 2004; Chiara et al. 2012). EBF3 also acts as a putative tumor suppressor by activating cell cycle arrest and inducing apoptosis (Zhao et al. 2006).
Figure 1.

(A) De novo variants in EBF3. Missense variants in EBF3 (NP_001005463.1) are shown above the protein diagram and likely gene-disrupting mutations are below. The variants identified in our patients are in black and ones in individuals reported by others are in gray. COE1, collier/olfactory-1/EBF. DBD, DNA-binding domain. IPT, Ig-like, plexins, transcription factors domain. HLHLH, atypical helix–loop–helix (HLH) domain. TAD, transactivation domain. Light blue region in COE1 DBD represents unique zinc finger binding motif. (B) Sequence alignment of EBF3 and its homologs across species with residues mutated in our patients in red. Macmu, rhesus monkey, Xentr, Xenopus tropicalis, Danre, zebrafish, Drome, Drosophila melanogaster, Tribr, parasitic roundworm.

(A) De novo variants in EBF3. Missense variants in EBF3 (NP_001005463.1) are shown above the protein diagram and likely gene-disrupting mutations are below. The variants identified in our patients are in black and ones in individuals reported by others are in gray. COE1, collier/olfactory-1/EBF. DBD, DNA-binding domain. IPT, Ig-like, plexins, transcription factors domain. HLHLH, atypical helix–loop–helix (HLH) domain. TAD, transactivation domain. Light blue region in COE1 DBD represents unique zinc finger binding motif. (B) Sequence alignment of EBF3 and its homologs across species with residues mutated in our patients in red. Macmu, rhesus monkey, Xentr, Xenopus tropicalis, Danre, zebrafish, Drome, Drosophila melanogaster, Tribr, parasitic roundworm. Previous reports have identified approximately 100 patients with terminal 10q deletions, who demonstrate a wide range of clinical features frequently including delayed development, intellectual disability, and craniosynostosis (Faria et al. 2015). EBF3 is within a shared deletion of Chromosome 10q26.3 in many of these patients. Four recent reports identified a total of 20 unrelated individuals and two siblings who have de novo variants in EBF3 and a distinct neurodevelopmental syndrome (Blackburn et al. 2017; Chao et al. 2017; Harms et al. 2017; Sleven et al. 2017). Here we add further evidence for the role of EBF3 in brain development and expand the phenotype of this syndrome caused by pathogenic variants in EBF3. We describe seven unrelated individuals who have heterozygous de novo variants in EBF3 that are predicted to be deleterious and who share common features of global developmental delay, intellectual disability (ID), hypotonia, and dysmorphic features.

RESULTS

Clinical WES was performed on 8057 individuals with developmental delay and/or intellectual disabilities in a single clinical laboratory. In 11 affected individuals from 11 unrelated families, we identified de novo variants in EBF3 as potentially causative for the neurodevelopmental phenotype. Candidate disease-causing variants in the EBF3 gene were confirmed by Sanger sequencing to be de novo. Only seven of the 11 de novo predicted pathogenic variants we observed are reported in the manuscript based on permission of the referring physicians to report the results. Some of the patients who were diagnosed were included in other publications and were therefore not included in this series. The variants include one nonsense, two frameshift deletions, one splice, and three missense variants (Fig. 1). All seven variants identified are novel, located in highly evolutionarily conserved regions across species, and predicted to be deleterious by SIFT (http://sift.jcvi.org/), CADD (http://cadd.gs.washington.edu/), MetaSVM (https://omictools.com/meta-svm-tool), and MutationTaster (http://www.mutationtaster.org/) (Table 1; Fig. 1B). No likely gene-disrupting EBF3 variants were detected in ExAC (http://exac.broadinstitute.org/), 1000 Genomes (http://www.internationalgenome.org/), ESP (http://evs.gs.washington.edu/EVS/), or our own internal database of 24,709 exomes of unaffected parents of children referred for testing. Additionally, the non-TCGA ExAC v0.3.1 gene tolerance scores of misZ = 4.89 and p(LI) = 1.00 indicate that the gene is highly constrained against both missense and loss-of-function (LOF) variation across humans, respectively. Using TADA (He et al. 2013) default parameters for ID/DD and the expected mutation rate of 2.331847 × 10−05 for missense variants and 8.693607 × 10−07 for LOF variants (Samocha et al. 2014), we calculate a false-discovery corrected q-value of 3.84 × 10−08 for observing six de novo LOF and five de novo missense variants in EFB3 within our cohort.
Table 1.

Predicted pathogenicity and allele frequencies of EBF3 variants

PatientChromosome 10 coordinates (GRCh37/hg19)Nucleotide changeAmino acid changeSIFTPROVEANPolyPhen2Mutation-TasterCADD PhredAllele frequency in ExAC and GeneDx database of 49,418 alleles
1131761731:T>Gc.191A>CK64TDamagingDeleterious (−4.3)Probably damaging (0.99)Disease-causing19.30
2131761679:C>-c.244delGV82WfsX50N/AN/AN/AN/AN/A0
3131757212:G>Tc.471C>AH157QDamagingDeleterious (−6.2)Possibly damaging (0.9)Disease-causing18.30
4131755591:C>Tc.486-1G>AIVS5-1G>AN/AN/AN/ADisease-causing320
5131676052:G>Ac.616C>TR206XN/AN/AN/AAutomatic disease-causing18.10
6131676042:C>Tc.626G>AR209QDamagingDeleterious (−3.4)Possibly damaging (0.9)Disease-causing20.40
7131639239GTACT GCTGGGGA>-c.1402_1414d eI13T464PfsX10N/AN/AN/AN/AN/A0
Predicted pathogenicity and allele frequencies of EBF3 variants

Clinical Presentation and Family History

The seven unrelated individuals include five females and two males who range in age from 1 to 24 yr (see Table 2; Supplemental Table S1). They all share similar clinical features of global developmental delay or intellectual disabilities and of hypotonia or rarely hypertonia. Four of the five individuals over the age of three were verbal. Many of the individuals also demonstrated autism and/or attention deficit hyperactivity disorder (ADHD) and behavioral differences including poor eye contact, self-injurious behavior, or altered pain sensitivity. The only adult in our series also had tics and auditory and visual hallucinations. Notably, none had seizures nor were there consistent brain malformations, and head circumferences ranged from relatively small to relatively large. Most of the individuals have distinctive physical features including triangular face, synophrys, small ears, highly arched palate and crowded teeth, and single palmar crease (Fig. 2). All of our patients have moderate-to-severe neurodevelopmental impairment. Approximately half of the patients have autism and half of them have motor coordination problems including ataxia. Six of the seven individuals had neurological findings, including coordination issues, insensitivity to pain, muscle weakness, and ataxic gait. Abnormal brain MRIs were observed, including vermis hypoplasia, delayed myelination, or irregular frontal cerebral white matter and protuberance of optic papillae in three separate patients (Fig. 3). Additional notable features in the minority of individuals included altered pain sensitivity and sleep issues. Ophthalmologic problems were common and included strabismus, esotropia, amblyopia, and delayed visual maturation. Short stature was common and height was in the lower quartile for all but one individual. Skeletal abnormalities were less common and included pectus excavatum, severe scoliosis, pronation, and hallux valgus. Genitourinary issues included microphallus in two, urinary tract infections and hydronephrosis in one, and unilateral renal duplication, and vesicoureteral reflux in another.
Table 2.

Clinical details of patients with EBF3 variants

PatientAgeSexVariantAge at sittingAge at walkingVerbal skillsMuscle toneAdditional neurological findingsVisionSeizureAbnormal behaviorADD/ADHDBrain MRIRenal or urogenital issuesGl
130 moMc.191A>C p.Lys64Thr;18 moCannot walk on own, able to stand without supportNonverbal; able to communicate with sign languageHypotoniaCoordination issues; insensitivity/decreased sensitivity to pain; fine and gross motor difficultiesN/ANoneModerate eye contact; did not smile until 11 mo oldN/AN/ASmall penisHistory of poor weight gain
224 yoFc.244delG, p.Val82TrpfsX509 mo2 yoTalked at 9 mo; Full sentences, normal mild articulation problemsHypotoniaNoneStrabismus, surgically repairedNoneAutistic features; tics; hallucinations (auditory and visual); emotional fragility; self- injurious behavior; hair pullingNoNormalNormalNormal
310 yoFc.471C>A, p.His157Gln1 yo3 yoTalked at 5 yo; normal vocabulary for age with articulation differencesHypotoniaFine motor difficulties; decreased pain sensitivityStrabismusNoneAutism; tantrums and melt-downsHyperactivityNormalVesicostomy surgery for vesicoureteral reflux and poor bladder emptying; left renal duplication; urine retention with neurogenic bladder, needs nocturnal catheterNormal
411 yoFc.486-1G>A, IVS5-1G>AN/ACannot walk on own, needs assistance or walkerNonverbal, no words but hums tunesHypotoniaMuscle weakness; ataxic gaitStrabismus, surgically repairedNoneAutistic features; rubs face on hard objects to point of bruisingNoVermis hypoplasiaNormalConstipation; requires G- tube feeds; takes only baby foods orally
511 yoFc.616C>T, p.Arg206X4 mo14 mo; Wears leg bracesTalked at 10 mo; Articulation defectHypotoniaHyporeflexia or difficult to elicit DTRs; mild dysmetria and gait incoordination; inconsistent sensory exam, mild proximal muscle weaknessRefractive errorNoneAutism; oppositional defiant disorderADHDSmall schizencephalic cleft in right temporal lobe and delayed myelination at 2 yo, later resolvedHistory of UTIs and hydronephrosis, resolved with growthExcess weight gain, BMI 33.5 (≫95th percentile)
615 moMc.626G>A p.Arg209Gln9 moCannot walk at 12 moBabbling at 8 mo; No clear first words at 12 moHypotoniaMuscle weakness; ataxic gaitStrabismusNoneSome eye contact, but no social smileN/ACurvilinear tract-like signal abnormality in left frontal cerebral white matter; protuberance of right optic papillaeSmall penis; testes high in scrotumNormal
74 yoFc.1402_1414del13, p.Thr464ProfsX108 mo2 yoTalked at 2 yo; Speaking in full sentences at 4 yoHypertonia in hipsMuscle weakness; ataxic gaitNormalNoneOral fixation, awakens at nightNoNormalRecurrent urinary tract infectionsNormal

See Supplemental Table S1 for additional details of clinical presentations.

yo, years old; ADD, attention deficit disorder; ADHD attention deficit hyperactivity disorder; N/A, not available.

Figure 2.

Photographs of patients with de novo variants in EBF3. (A) Patient 4 at 11 yr old. Note triangular face. (B,B′) Patient 5 at 11 yr old. Note round, mildly coarse face, mild maxillary hypoplasia and prominent mandible, highly arched eyebrows and synophrys, long palpebral fissures, short philtrum and thin upper lip, and anteverted nares.

Figure 3.

Brain imaging data of individual with EBF3 variant. (A,B) Sagittal and (A′,B′) axial images of Individual 4 at 9 mo (A,A′) and 9 yr (B,B′) of age show a mild hypoplasia of the cerebellar vermis, mildly dysplastic corpus callosum, and small pericallosal lipoma without evidence of significant progression.

Photographs of patients with de novo variants in EBF3. (A) Patient 4 at 11 yr old. Note triangular face. (B,B′) Patient 5 at 11 yr old. Note round, mildly coarse face, mild maxillary hypoplasia and prominent mandible, highly arched eyebrows and synophrys, long palpebral fissures, short philtrum and thin upper lip, and anteverted nares. Brain imaging data of individual with EBF3 variant. (A,B) Sagittal and (A′,B′) axial images of Individual 4 at 9 mo (A,A′) and 9 yr (B,B′) of age show a mild hypoplasia of the cerebellar vermis, mildly dysplastic corpus callosum, and small pericallosal lipoma without evidence of significant progression.

DISCUSSION

We add to the emerging evidence for a clinical syndrome characterized by global developmental delay/intellectual disability, autism, hypotonia, and dysmorphic features due to heterozygous de novo predicted pathogenic variants in EBF3. Although not observed in all patients, ataxia/coordination problems, strabismus, skeletal abnormalities, short stature, and urogenital anomalies are also common features. The allelic spectrum we observed includes several likely gene-disrupting variants: one nonsense, two frameshift, and one splice variant. In addition there are three de novo missense variants, (p.(Lys64Thr), p.(His157Gln), and p.(Arg209Gln), which are all in the COE1 DNA-binding domain (DBD) (Fig. 4; Siponen et al. 2010). The p.(His157Gln) mutation lies in the “EBF zinc knuckle” motif located in the COE1 DBD, which is crucial for zinc coordination and positioning of residues for DNA binding. The splice site variant, c.486-1G>A, may also cause the loss of the splice acceptor site and induce skipping of exon 6, which encodes the conserved zinc knuckle motif in the COE1 DBD. Molecular modeling of EBF3 mutations at the zinc knuckle has demonstrated decreased DNA affinity resulting in aberrant DNA binding (Blackburn et al. 2017). Altered expression or binding of EBF3 is likely responsible for the predominance of neurological symptoms seen in our patients. Mutations in Ebf3 in the brains of adult mice result in a modest reduction in olfactory bulb size and defective olfactory axon projections to the dorsal and lateral surfaces of the olfactory bulb (Wang et al. 2004). Jin et al. (2014) further determined that Ebf3 is strongly expressed in the midbrain, cerebellum, and the mantle layer of the spinal cord and generated Ebf3-deficient mice that died from respiratory failure due to dysfunctional diaphragm relaxation within 12 h following birth (P0.5) (Jin et al. 2014). Detailed investigation of the brains of Ebf3 mutant mice and the generation of conditional knockout mice will likely reveal additional functions for EBF3 in regulating the genetic programs involved in developing and maintaining neuronal function. In humans, reports of deletions of a common 1-Mb region on 10q26.3 including EBF3 have been associated with severe neurodevelopmental delay and intellectual disability (Faria et al. 2015), although additional genes in the interval including MGMT, PPP2R2D, and BNIP3 may also contribute to the phenotype in 10q26.3 deletion patients.
Figure 4.

Deleterious de novo missense variants in the EBF DNA-binding domain (DBD). (A) Structural representation of the EBF DBD based on original 3D representation of EBF3 in Siponen et al. (2010) with the three residues affected by missense variants in our patients in green. The H157 residue is part of the EBF zinc knuckle (box), which coordinates EBF binding to DNA. (B) Top view of residues involved in zinc coordination are indicated.

Deleterious de novo missense variants in the EBF DNA-binding domain (DBD). (A) Structural representation of the EBF DBD based on original 3D representation of EBF3 in Siponen et al. (2010) with the three residues affected by missense variants in our patients in green. The H157 residue is part of the EBF zinc knuckle (box), which coordinates EBF binding to DNA. (B) Top view of residues involved in zinc coordination are indicated. Four groups independently reported a total of 22 unique individuals who have EBF3 nonsense, missense, and splice variants with clinical features shared by our patients (Blackburn et al. 2017; Chao et al. 2017; Harms et al. 2017; Sleven et al. 2017), including one individual with a diagnosis of ADHD (Harms et al. 2017), three with autistic-like behavior (Sleven et al. 2017), and one with a family history of ADHD and sleep problems (Blackburn et al. 2017). Several of our patients exhibited behavioral differences including repetitive hair pulling, self-injurious face rubbing, and lack of eye contact or social smile. Three of the individuals with autism in our study also had abnormal brain imaging, including vermis hypoplasia, delayed myelination, and small structural defects in the right temporal lobe (Patient 5) and optic papillae (Patient 6) (Table 2; Supplemental Table S1). We provide additional evidence for the role of EBF3 in brain development and hypothesize that decreased or aberrant binding of EBF3 to its targets lead to abnormal gene regulation during brain development and may be responsible for the global developmental delay and altered brain function consistently observed in individuals with mutations in EBF3. We suggest the variants we describe result in loss of function and haploinsufficiency of EBF3 and are a cause of autism and intellectual disabilities. Clinical details of patients with EBF3 variants See Supplemental Table S1 for additional details of clinical presentations. yo, years old; ADD, attention deficit disorder; ADHD attention deficit hyperactivity disorder; N/A, not available. The missense variants identified in the individuals in this study are all amino acid substitutions that result in a change in charge, which may alter the DNA binding of EBF3 to its binding partners, including aristaless related homeobox (ARX) (Friocourt and Parnavelas 2011; Olivetti et al. 2014). Genes regulated by ARX include ones that are involved in or have been linked to CNS disorders with intellectual disability and autism (Fulp et al. 2008). ARX regulates the transcription of genes involved in cell differentiation, migration, and maturation during interneuron development in the brain and has been shown to repress EBF3 and its putative tumor-suppressing properties, such as cell cycle arrest and apoptosis (Fulp et al. 2008; Olivetti et al. 2014). ARX is predominantly expressed in the fetal and adult brain, testis, skeletal muscle, and pancreas (Shoubridge et al. 2010; Uhlén et al. 2015). Patients with pathogenic variants in ARX exhibit heterogeneous clinical features resulting in a number of different developmental disorders including Ohtahara (OMIM ID: 308350), Partington (OMIM ID: 309510), and Proud (OMIM ID: 300004) syndromes, X-linked lissencephaly and ambiguous genitalia (XLAG; OMIM ID: 3000215), X-linked infantile spasms syndrome (ISSX; OMIM ID: 308350), and syndromic and nonsyndromic mental retardation (Shoubridge et al. 2010; Olivetti and Noebels 2012). The phenotypes and clinical outcomes of individuals with ARX-related disorders resemble those with mutations in EBF3, and disruptions in both genes are associated with intellectual disability with various neurological symptoms and are often associated with urogenital malformations. Recent reports of individuals with mutations in EBF3 have documented genitourinary abnormalities, including several cases of undescended testes as well as micropenis and hypospadias (Blackburn et al. 2017; Chao et al. 2017; Harms et al. 2017; Sleven et al. 2017). The male individuals in our study with missense variants, p.Lys64Thr (Patient 1) and p.Arg209Gln (Patient 6), each had a small penis and undescended testes perhaps because of aberrant binding of ARX to EBF3, which could result in the disruption of genitourinary patterning during development. It is thus possible that dysregulation of EBF3 caused by defective binding by ARX may be part of the mechanism leading to the phenotype observed in these patients. Additional studies of EBF3 are required to elucidate the molecular mechanisms of EBF3-associated neurodevelopmental deficiency and genitourinary abnormalities.

METHODS

Studies were approved by the Institutional Review Board of Columbia University.

Whole-Exome Sequencing (WES)

Genomic DNA was extracted from whole blood from the affected children and their parents. Exome sequencing at GeneDx was performed on exon targets captured using the Agilent SureSelect Human All Exon V4 (50 Mb) or the Clinical Research Exome kit (Agilent Technologies) according to the manufacturer's instructions. Libraries were sequenced using the Illumina HiSeq 2000 or 2500 sequencing system with 100-bp paired-end reads (Illumina). Whole-exome sequence data for all sequenced family members was analyzed using GeneDx's XomeAnalyzer (a variant annotation, filtering, and viewing interface for WES data) as described previously (Table 3; Tanaka et al. 2016). Identified sequence variants of interest were confirmed in each proband and both parents by conventional di-deoxy DNA sequence analysis using an ABI3730 (Life Technologies).
Table 3.

Sequencing results

PatientWES 10× covMean covKitEBF3 10× covEBF3 mean CDS cov
197.32%153Agilent CRE100.00%137
292.88%47Agilent SSv496.77%42
396.36%142Agilent SSv4100.00%118
491.52%103Agilent SSv4100.00%98
597.00%113Agilent CRE100.00%101
694.85%113Agilent CRE100.00%125
794.69%69Agilent SSv498.03%48
Mean94.95%105N/A99.26%95

Results from individuals identified at GeneDx. cov, coverage; CDS, coding sequence.

Sequencing results Results from individuals identified at GeneDx. cov, coverage; CDS, coding sequence. Patient 1: Forward ACAGTGTCCAGGAACACGTGA, Reverse CAGGAGGTCTGACCAAGGGC Patient 2: Forward CATGTTTGGGATTCAGGAGAA, Reverse CCTGCCTCCCGCTTCTA Patient 3: Forward TAGCCCAGCTCCGAGGGTGA, Reverse CAATCGATGCCCTTCCCGGA Patient 4: Forward ACCGCTTCATTGTCAGACGT, Reverse TTTTGTTGCTGCTGCGGTTT (This primer set has been discontinued and is not recommended.) Patient 5: Forward TCTGATAACCCTAATAAATATCAT, Reverse GATTACTTCCTGAACAGTTGC Patient 6: Forward TCTGATAACCCTAATAAATATCAT, Reverse GATTACTTCCTGAACAGTTGC Patient 7: Forward GGCGCTAGAGCAGGTGGAAA, Reverse GAGATCACATCGGGCCCGTT

ADDITIONAL INFORMATION

Data Deposition and Access

Whole-exome sequencing data are not publicly available because patient consent could not be obtained. The EBF3 variants found in this study have been deposited in ClinVar (http://www.ncbi.nlm.nih.gov/clinvar/) under accession numbers SCV000584020.1–SCV000584025.1 and SCV000570295.2.

Ethics Statement

The study was approved by the Institutional Review Board of Columbia University. Written informed consent was obtained from the probands or probands’ parents for publication and accompanying images.

Acknowledgments

We thank the patients and their families for their generous participation. The Simons Foundation provided funding to W.K.C.

Author Contributions

A.J.T. and M.T.C. analyzed the data and drafted and critically reviewed the manuscript. R.W. and M.J.G.S. analyzed the data and critically reviewed the manuscript. K.R. generated and analyzed the data and critically reviewed the manuscript. Y.A.Z., K.B., V.S., K.O., A.W., G.N.W., A.B., T.B.-D., L.O., S.S., M.K.G., I.J.A., and R.E.S. provided the clinical data and critically reviewed the manuscript. W.K.C. conceived of the study, analyzed the data, and drafted and clinically reviewed the manuscript.

Funding

This work was supported in part by a grant from the Simons Foundation.

Competing Interest Statement

M.C., R.W., K.R., M.G.S., and R.E.S. are employees of GeneDx. W.C. is a former employee of GeneDx and a member of the Scientific Advisory Board of Regeneron Genetics Center.
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3.  Phen2Gene: rapid phenotype-driven gene prioritization for rare diseases.

Authors:  Mengge Zhao; James M Havrilla; Li Fang; Ying Chen; Jacqueline Peng; Cong Liu; Chao Wu; Mahdi Sarmady; Pablo Botas; Julián Isla; Gholson J Lyon; Chunhua Weng; Kai Wang
Journal:  NAR Genom Bioinform       Date:  2020-05-25

4.  A newly identified mutation in the PEX26 gene is associated with a milder form of Zellweger spectrum disorder.

Authors:  Akemi J Tanaka; Kanji Okumoto; Shigehiko Tamura; Yuichi Abe; Yoel Hirsch; Liyong Deng; Joseph Ekstein; Wendy K Chung; Yukio Fujiki
Journal:  Cold Spring Harb Mol Case Stud       Date:  2019-02-01

5.  Characterization of an unbalanced translocation causing 3q28qter duplication and 10q26.2qter deletion in a patient with global developmental delay and self-injury.

Authors:  Ikeoluwa A Osei-Owusu; Alexis L Norris; Anya T Joynt; Jeremy Thorpe; Soonweng Cho; Elaine Tierney; Jonathan Schmidt; Louis Hagopian; Jacqueline Harris; Jonathan Pevsner
Journal:  Cold Spring Harb Mol Case Stud       Date:  2020-12-17

6.  Rapid assessment of the temporal function and phenotypic reversibility of neurodevelopmental disorder risk genes in Caenorhabditis elegans.

Authors:  Lexis D Kepler; Troy A McDiarmid; Catharine H Rankin
Journal:  Dis Model Mech       Date:  2022-05-06       Impact factor: 5.732

7.  Early B-cell Factor 3-Related Genetic Disease Can Mimic Urofacial Syndrome.

Authors:  J Robert Harkness; Glenda M Beaman; Keng W Teik; Sangeet Sidhu; John A Sayer; Heather J Cordell; Huw B Thomas; Katherine Wood; Helen M Stuart; Adrian S Woolf; William G Newman
Journal:  Kidney Int Rep       Date:  2020-07-14

8.  A Novel de novo Mutation in EBF3 Associated With Hypotonia, Ataxia, and Delayed Development Syndrome in a Chinese Boy.

Authors:  Yanru Huang; Libin Mei; Yangdan Wang; Huiming Ye; Xiaomin Ma; Jian Zhang; Meijiao Cai; Ping Li; Yunsheng Ge; Yulin Zhou
Journal:  Front Genet       Date:  2021-07-22       Impact factor: 4.599

  8 in total

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