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. Author manuscript; available in PMC: 2017 Oct 31.
Published in final edited form as: Hum Genet. 2016 Sep 28;135(12):1399–1409. doi: 10.1007/s00439-016-1731-1

De Novo Missense Variants in PPP1CB Are Associated with Intellectual Disabilities and Congenital Heart Disease

Lijiang Ma 1, Yavuz Bayram 2, Heather M McLaughlin 3, Megan T Cho 3, Alyson Krokosky 4, Clesson E Turner 4, Kristin Lindstrom 5, Caleb Bupp 6, Katey Mayberry 6, Weiyi Mu 7, Joann Bodurtha 7, Veronique Weinstein 8, Neda Zadeh 9, Wendy Alcaraz 10, Zöe Powis 10, Yunru Shao 2, Daryl A Scott 2,11, Andrea M Lewis 2, Janson J White 2, Shalani N Jhangiani 2,12, Elif Yilmaz Gulec 13, Seema R Lalani 2, James R Lupski 2,12,14,15, Kyle Retterer 3, Rhonda E Schnur 3, Ingrid Wentzensen 3, Sherri Bale 3, Wendy K Chung 1
PMCID: PMC5663278  NIHMSID: NIHMS914367  PMID: 27681385

Abstract

Intellectual disabilities are genetically heterogeneous and can be associated with congenital anomalies. Using whole-exome sequencing (WES), we identified five different de novo missense variants in the protein phosphatase-1 catalytic subunit beta (PPP1CB) gene in eight unrelated individuals who share an overlapping phenotype of dysmorphic features, macrocephaly, developmental delay or intellectual disability (ID), congenital heart disease, short stature, and skeletal and connective tissue abnormalities. Protein phosphatase-1 (PP1) is a serine/threonine-specific protein phosphatase involved in the dephosphorylation of a variety of proteins. The PPP1CB gene encodes a PP1 subunit that regulates the level of protein phosphorylation. All five altered amino acids we observed are highly conserved among the PP1 subunit family, and all are predicted to disrupt PP1 subunit binding and impair dephosphorylation. Our data suggest that our heterozygous de novo PPP1CB pathogenic variants are associated with syndromic intellectual disability.

Introduction

Developmental delay and intellectual disability are observed in ~1–3 % of the population, and congenital heart defects are present in ~1 % of all live births (Zablotsky et al. 2015; van der Linde et al. 2011). De novo predicted pathogenic sequence variants are more frequently identified in individuals with congenital heart disease who also have neurodevelopmental disorders and/or other congenital anomalies compared to individuals with isolated congenital heart disease (Homsy et al. 2015). The underlying etiology for most individuals with neurodevelopmental disorders and/or congenital heart disease is unclear due to the heterogeneous causes of both conditions (Homsy et al. 2015; Vissers et al. 2016). Whole-exome sequencing (WES) has proven to be a successful strategy to identify disorders due to de novo pathogenic variants in a significant portion of individuals with disorders that affect reproductive fitness (Shang et al. 2016).

Reversible protein serine/threonine phosphorylation, catalyzed by kinases and phosphatases, is a common mechanism for the regulation of many cellular functions. De novo heterozygous pathogenic variants in protein phosphatase-2 regulatory subunit B delta (PPP2R5D) were recently identified using WES in 7 out of 2790 (0.25 %) patients with neurodevelopmental disorders and additional features of dysmorphic facial features, developmental delay, autistic features, macrocephaly, hypotonia, and seizures (Shang et al. 2016). This finding highlights the importance of protein phosphatases in the brain development. There are seven major serine/threonine-specific protein phosphatases, including PPP1-7, in eukaryotic cells. Protein phosphatase 1 is the major serine/threonine phosphatase that regulates diverse cellular processes, such as cell-cycle progression, protein synthesis, muscle contraction, carbohydrate metabolism, transcription, and neuronal signaling (Aggen et al. 2000). Protein phosphatase 1 regulates neurotransmitters and synaptic activity and is regulated by multiple factors (Bausen et al. 2010; Kanematsu et al. 2006; Pribiag and Stellwagen 2013). Protein phosphatase 1 catalytic subunit (PP1C) mediates dephosphorylation of dishevelled (Dvl) protein, a key component in Wnt signaling, via its C-terminal domain. PP1C cooperates with homeodomain-interacting protein kinase 2 (Hipk2) to stabilize Dvl and form Dvl-Hipk2-PP1c complex to sustain Wnt signaling. In the absence of PP1c catalytic activity, Dvl proteins are hyperphosphorylated and consequently degraded by the proteasome (Shimizu et al. 2014). Protein phosphatase type 1 beta regulates and forms a complex with the tumor suppressor genes Merlin and Moesin (Yang et al. 2012). Protein phosphatase-1 catalytic subunit beta (PPP1CB) interacts with the myosin-binding subunit, which directs the phosphatase activity of the enzyme to specifically dephosphorylate the myosin, troponin complex, and myosin light chain in smooth and skeletal muscles (Pereira et al. 2011). A de novo heterozygous frameshift pathogenic variant c.909dupA, p.Tyr304Ilefs*19 in protein phosphatase 1 catalytic subunit beta (PPP1CB), was identified by Hamdan et al. in 1 out of 41 subjects with intellectual disability, developmental delay, postnatal growth deficiency, and some minor dysmorphic features (Hamdan et al. 2014). Another study reported two de novo missense pathogenic variants in PPP1CB in four patients; three of these individuals had a recurrent PPP1CB c.146G>C, p.Pro49Arg variant, while the fourth had a c.166G>C, p.Ala56Pro variant (Gripp et al. 2016). These four patients were initially considered to have a recognizable phenotype closely resembling Noonan syndrome with loose anagen hair (Gripp et al. 2016). In this study, we present eight additional unrelated individuals with de novo variants in PPP1CB, four of them with the recurrent p.Pro49Arg variant, with common features of dysmorphic features, macrocephaly, neurodevelopmental delay, congenital heart disease, short stature, and skeletal and connective tissue abnormalities. We present data to further show that de novo variants in PPP1CB, a catalytic subunit of PP1, cause a distinct disorder related to intellectual disability.

Materials and methods

Consent

Informed consent was obtained from all parents of participants included in this study. This study was approved by the Institutional Review Boards of Columbia University and Baylor College of Medicine.

Whole-exome sequencing

Patients 1, 2, and 5 through 8 had whole-exome sequencing (WES) at GeneDx along with their parents. The testing was performed and data were analyzed on the HiSeq 2000, 2500, or 4000 sequencing system, as described previously (Shang et al. 2016). Identified de novo PPP1CB variants were confirmed in all affected probands, and their absence confirmed in their parents with a second independent DNA preparation by dideoxy Sanger sequencing using an ABI3730 DNA Sequencer (Life Technologies, Carlsbad, CA, USA).

Patient 3 had WES as a singleton at the Baylor College of Medicine Human Genome Sequencing Center (BCM-HGSC). Briefly, DNA sample was prepared into Illumina paired-end libraries. Capture was performed using BCM-HGSC core design (52 Mb, Roche NimbleGen, Inc) and sequenced on the Illumina HiSeq 2000 platform (Illumina, Inc) with an ~150× depth of coverage. Data produced were aligned and mapped to the human genome reference sequence (hg19) using the Mercury pipeline. Variants were called using the ATLAS variant calling method and SAMtools (The Sequence Alignment/Map) and annotated using the in-house-developed “Cassandra” annotation pipeline that uses ANNOVAR (Li et al. 2009; Wang et al. 2010; Bainbridge et al. 2011; Lupski et al. 2013). Potentially pathogenic variants were confirmed in the proband and evaluated in the parents by Sanger sequencing.

Patient 4 underwent WES at Ambry Genetics along with both parents. Exome library preparation, sequencing, bioinformatics, and data analysis were performed as previously described (Farwell et al. 2015). Briefly, samples were prepared using the IDT xGen Exome Research Panel V1.0 and sequenced using paired-end, 150-cycle chemistry on the Illumina HiSeq 2500 (Illumina, San Diego, CA, USA). Identified candidate alterations were confirmed using automated fluorescence dideoxy sequencing. Co-segregation analysis was performed using each available family member.

Results

WES was performed in 5964 probands at GeneDx with developmental delay and/or ID, with or without additional clinical features. 4624 cases were submitted as complete trios with both parents. Ten individuals (0.17 %) were identified to have de novo predicted pathogenic variants in PPP1CB that were all confirmed with Sanger sequencing. The probability of identifying 10 individuals with de novo variants in PPP1CB among 4624 trios is 3.2 × 10−14 by a Poisson test and 1.7 × 10−9 by TADA (He et al. 2013). Given the mutation rate for PPP1CB, the probability of identifying 10 de novo variants is 8.6 × 10−6. Four of those ten individuals declined to be included in this paper, since they were already involved in another publication. Of the remaining six samples tested at GeneDx, WES produced an average of ~10 GB of sequence per sample. Mean coverage of captured regions was ~110X per sample, with >95 % covered with at least 10× coverage, an average of 91 % of base call quality of Q30 or greater, and an overall average mean quality score of >Q36.

At Ambry, WES was performed in 1798 probands with developmental delay and/or ID, with or without additional clinical features. 1358 cases were submitted as complete trios with both parents. Three individuals (0.22 %) were identified to have de novo predicted pathogenic variants in PPP1CB that were all confirmed with Sanger sequencing. Two of those three individuals declined to be included in this paper. Of the remaining sample tested at Ambry, WES produced an average of ~11 GB of sequence per sample. Mean coverage of captured regions was ~133× per sample, with >95 % covered with at least 10× coverage, an average of 91 % of base call quality of Q30 or greater, and an overall average mean quality score of >Q36.

In combining cases from both GeneDx and Ambry, the probability of identifying 13 individuals with de novo variants in PPP1CB among 5982 trios is 2.49 × 10−13 by a Poisson test and 2.22 × 10−16 by TADA (He et al. 2013).

In addition to the six patients analyzed at GeneDx, one patient underwent WES at BCM-HGSC and Sanger sequencing confirmed the presence of the PPP1CB variant in the proband and absence in the unaffected parents and siblings, thus confirming it was de novo. One additional unrelated patient was evaluated by WES at Ambry and found to have a de novo predicted pathogenic variant in PPP1CB that was confirmed with Sanger sequencing. Five novel de novo heterozygous missense variants in PPP1CB were identified in a total of eight unrelated individuals. One variant was previously reported (Gripp et al. 2016), four variants are novel and have not been reported in the Database of Single Nucleotide Polymorphisms (dbSNP, http://www-ncbi-nlm-nih-gov.ezproxyhost.library.tmc.edu/SNP/), 1000 Genomes (http://www.1000genomes.org/), Exome Variant Server (ESP), or in GeneDx’s internal database of over 15,000 control exomes. Although 17 loss-of-function variants were expected in PPP1CB, no loss-of-function variants were observed in exome sequencing data from control subjects catalogued in the ExAC Browser (http://exac.broadinstitute.org/). Hence, PPP1CB’s probability of loss-of-function intolerance (pLI) is 1.0. All variants are predicted to be deleterious by SIFT (http://sift.jcvi.org/), Mutation Taster (http://www.mutationtaster.org/), and CADD (http://cadd.gs.washington.edu/). PolyPhen2 (http://genetics.bwh.harvard.edu/pph2/) and MetaSVM (https://sites-google-com.ezproxyhost.library.tmc.edu/site/jpopgen/dbNSFP) predict two of the variants (Pro49Arg and Asp252Tyr) to be deleterious (Table 1). The five variants occur in amino acids that are highly conserved across species (Fig. 1). Four of the eight patients have the same recurrent de novo variant, Pro49Arg, and two variants alter amino acid Glu183 to either Valine to Alanine. The catalytic subunit of PP1 is composed of 9 alpha helices and 14 beta strands comprising 3 beta sheets (Maynes et al. 2001; Peti et al. 2013). According to the secondary structure of the protein, Pro49 is located between alpha helices A and beta loop 1. Glu183 is located in an alpha helix, while Asp252 is in the beta 10–11 loop (Fig. 2). All three variants are located in catalytic core (amino acids 41–269) of PP1 (Ansai et al. 1996) which possesses phosphatase activity. Deletion of ten amino-acid residues from either the N or the C termini of the PP1 catalytic core, in which Pro49 and Asp252 are located, destroyed the phosphatase activity, indicating the critical role of these amino acids to the catalytic function (Ansai et al. 1996). Glu274 is in the active site region in beta 12–13 loop, and changing Glu274 to Lys may affect the intramolecular hydrogen bond with toxin Okadaic acid (Maynes et al. 2001).

Table 1.

Novel variants in PPP1CB and pathogenicity predictions

Chr Position Ref Alt Amino Acid Change AAChange.refgene SIFT_pred Polyphe n2_pred Mutation Taster_pred MetaSVM_pred CADD_phred GERP++_RS
2 28999810 C G p.Pro49Arg PPP1CB:NM_002709:exo n2:c.C146G:p.P49R,PPP1 CB:NM_206876:exon3:c. C146G:p.P49R D D D D 24.7 4.49
2 29006800 A C p.Glu183Ala PPP1CB:NM_002709:exo n5:c.A548C:p.E183A,PPP 1CB:NM_206876:exon6: c.A548C:p.E183A D B D T 24.5 5.87
2 29006800 A T p.Glu183Val PPP1CB:NM_002709:exo n5:c.A548T:p.E183V,PPP 1CB:NM_206876:exon6: c.A548T:p.E183V D B D T 29.8 5.87
2 29016738 G T p.Asp252Tyr PPP1CB:NM_002709:exo n7:c.G754T:p.D252Y,PPP 1CB:NM_206876:exon8: c.G754T:p.D252Y D D D D 25.8 5.13
2 29016804 G A p.Glu274Lys PPP1CB:NM_002709:exo n7:c.G820A:p.E274K,PPP 1CB:NM_206876:exon8: c.G820A:p.E274K D P D T 26.1 5.31

Figure 1.

Figure 1

Figure 1

Conservation of amino acids of PPP1CB and de novo variants identified in patients. A. Conservation of amino acid sequence of PPP1CB among human, dog, rat, pig, cow, mouse, chicken, xenopus, and zebrafish indicated. Variants identified in our patients are highlighted at amino acids 49, 183, 252 and 274.

Figure 2.

Figure 2

Conservation of PPP1CB with isoforms of the catalytic subunit of PPP1C. Sequence alignment of PPP1CB with two other members of PPP1C-PPP1CA and PPP1CC show sequence conservation across the three proteins. Variants identified in this study are high-lighted in red.

Discussion

We identified five de novo missense variants in PPP1CB in eight independent individuals with a common clinical phenotype of developmental delay and/or ID, congenital heart disease, macrocephaly, short stature, and dysmorphic features. The gene is highly intolerable to variation, and the frequency of missense variants in PPP1CB in ExAC is 8.5e–06. Heterozygous predicted pathogenic variants in PPP1CB account for approximately 0.2 % of individuals referred for WES with ID or developmental delay.

PPP1CB is one of the three isoforms of catalytic subunits of PP1: PP1α (PPP1CA), PP1β (PPP1CB), and PP1γ (PPP1CC). There is conservation of these proteins throughout evolution (Cohen and Cohen 1989), and the isoforms of PP1 are >85 % identical and expressed in every tissue examined (Cohen and Cohen 1989). PPP1CB protein contains a calcineurin-like phosphoesterase domain, a metallophosphatase domain, and a serine/threonine protein phosphatase domain, where all five de novo variants identified in this study are located. Four unrelated individuals all have the recurrent Pro49Arg missense variant, and two variants replaced Glu183 with a small neutral amino acid, suggesting that amino acids Pro49 and Glu183 may play an important role in PPP1CB function. Pro49 is highly conserved among proteins in PPP1C family (PPP1CA, PPP1CB, and PPP1CC). Recently, Gripp et al. identified the de novo PPP1CB missense variant Pro49R in three unrelated individuals. In comparing patients who carry Pro49Arg in our current study with those previously reported, all individuals had dysmorphic features and developmental delay, but there is some phenotypic variation in cardiac and skeletal anomalies and growth. Functional studies suggest that one of the functions of PP1 is to dephosphorylate substrates required for the completion of mitosis, and the regulatory subunit(s) associated with this function of PP1 is SDS22, also called PPP1R7 (Ceulemans et al. 2002). SDS22 interacts with PP1 and is part of a complex with PP1. Essential SDS22-binding sites are in the region of residues 43–173 of PPP1CC, and Pro49 is one of the highly conserved amino acids in this region. The missense variant Pro49Arg may alter the interaction of PPP1CB and SDS22 to regulate PPP1CB function. The Glu274Lys mutation is in the beta12-beta13 loop, which has been proposed to confer inhibitor specificity in PP1 (Kelker et al. 2009). Beta12-beta13 loop is important for toxin binding, including microcystin and okadaic acid, and is in the active site of PP1 (Maynes et al. 2001). Amino acid 274 in PP1 participates in PP1: toxin interactions through PP1: toxin hydrogen-bonds (Kelker et al. 2009), and substitution of a Lys for Glu at amino acid 274 may affect the interaction of PPP1CB with toxin or other proteins.

PPP1CB maps to chromosome 2p23.2 (Barker et al. 1994; Saadat et al. 1994). A 4.8 Mb microdeletion of 2p23.2, which contains 29 genes, including PPP1CB, was found in one affected subject who had overlapping features with our patients, including dysmorphic features and developmental delay. A recurrent microduplication at 2p23.2 was found in ten individuals who had overlapping features with the patients included in our study (https://decipher.sanger.ac.uk), suggesting that dosage of PPP1CB or nearby genes is critical to brain function. PPP1CB forms heterodimers with various PP1 regulatory subunits (Cohen and Cohen 1989). In the cardiovascular system, PPP1CB affects angiogenesis and endothelial migration in an endothelial tube formation assay (Iacobazzi et al. 2015). Cardiac-specific deletion of Ppp1cb (PP1β) in mice resulted in concentric remodeling of the heart, interstitial fibrosis, and contractile dysregulation without congenital heart disease (Liu et al. 2015).

PPP1CB is involved in several biological processes, including cell adhesion, cell cycle, small GTPase-mediated signal transduction, protein dephosphorylation, negative regulation of transforming growth factor, regulation of glycogen catabolic process, and striated muscle tissue development (Gibbons et al. 2007; Flores-Delgado et al. 2007; Bianchi et al. 2005; Moorhead et al. 1998). PPP1CB also regulates protein kinase C and protein kinase B (AKT), which are implicated in the regulation of cell growth, proliferation, survival, differentiation, and cytoskeletal changes. In primates, PPP1CB is expressed in spines, dendrites, axon terminals, axons, and glia in the prefrontal cortex, and is enriched in dendrites (Bordelon et al. 2005). PPP1CB is abundant in the brain and regulates synaptic plasticity (Jouvenceau et al. 2006). In mice, partial inhibition of PPP1CB in forebrain neurons improved learning efficacy, suggesting that PPP1CB is important in brain function (Genoux et al. 2002; Gräff et al. 2010). Suppressor of clear, C. elegans, homolog of (SHOC2), also called RAS-binding protein SUR8, is a regulatory subunit of PP1c in the Ras pathway and muscle Ras viral oncogene homolog (M-Ras) interacts with a Shoc2-PP1c dimer to form a ternary complex (Rodriguez-Viciana et al. 2006). Several studies identified a missense pathogenic variant p.S2G in SHOC2 in Noonan syndrome or a Noonan-like syndrome with loose anagen hair (Cordeddu et al. 2009; Hoban et al. 2012; Gripp et al. 2013). The phenotype in patients with heterozygous pathogenic variants in PPP1CB clinically resembles the Noonan syndrome (Gripp et al. 2016), suggesting that mechanisms of PPP1CB in disease could be related to SHOC2 gene function.

In summary, we identified five de novo heterozygous missense variants in PPP1CB in eight individuals, with the recurrent Pro49Arg variant in four of the individuals. Missense variants in PPP1CB may define a novel genetic syndrome associated with dysmorphic features, developmental delay/intellectual disability, congenital heart disease, macrocephaly, and short stature. PPP1CB is one of a growing number of phosphatases associated with neurodevelopmental disorders.

Supplementary Material

Supplemental

Figure 3.

Figure 3

PPP1CB protein modeling.

Figure 4.

Figure 4

Facial features of individuals with the Pro49Arg (Patients 2 and 3) and Glu183Val PPP1CB (Patient 6) de novo variants.

Table 2.

Patient 1 Patient 2 Patient 3 Patient 4 Patient 5 Patient 6 Patient 7 Patient 8
PPP1CB Variant c.146C>G;
p.Pro49Arg
c.146C>G; p.Pro49Arg c.146C>G; p.Pro49Arg c.146C>G; p.Pro49Arg c.548A>C; p.Glu183Ala c.548A>T; p.Glu183Val c.754G>T; p.Asp252Tyr c.820G>A; p.Glu274Lys
[Clinician] Dr. Turner Dr. Lindstrom Dr. Gulec Dr. Zadeh JHU/CNMC Dr. Bupp Dr. Lalani Dr. Scott
Sex M F M M F M F M
Current Age 2 6 8 2 4 20 2 6
Growth Parameters At 6 years:
HT 105 cm (2%ile)
WT 18.9 kg (28%)
OFC 54 cm (99%)
At 8 years:
HT 112 cm (<1%ile)
WT 18 kg (<1%ile)
OFC 55 cm (98%ile)
At birth:
HT 48.3 cm (30%ile)
WT 32 kg (50%ile)
OFC 36 cm (90%ille)
At 3 years:
HT 95.8 cm (53%ile)
WT 14.8 kg (67%ile)
OFC 52.0 cm (99%ile)
At 17 years:
HT 163.8 cm (9%ile)
WT 54.98 kg (17%ile)
OFC 57 cm (91%ile)
At 2 years:
HT 76.7 cm (<1%ile)
WT 8.2 kg (<1%ile)
OFC 46.9 cm (34%ile)
At 4 years:
HT 87.6 cm (<1%ile)
WT 11.5 kg (<1%ile)
OFC 48.5 cm (10%ile)
Dysmorphism Hypertelorism
Bifid uvula
Arched eyebrows
Downslanting palpebral fissures
Hypertelorism
Low set and posteriorly rotated ears
Thickened helices
Anterior ear pit
Broad, pear-shaped nose
Bulbous nasal tip
Hypoplastic alae nasi
Thin upper lip
Small, widely spaced teeth
Prominent chin
Broad neck
High anterior hairline
Widely spaced nipples
Frontal bossing
Hypertelorism
Prominent, low-set ears
Triangular mouth
Webbed neck
Low posterior hairline
Prominent forehead
Large anterior fontanelle
Low nasal bridge
Small nose with upturned tip
Smooth philtrum
Microstomia
Narrow chin
Overfolded helices
Bilateral anterior ear lobe dimples
Prominent forehead
Broad eyebrows
Broad nose
Thin upper lip
Broad nasal tip Hypertelorism
Upslanted palpebral fissures
Depressed nasal bridge
Long philtrum
Small posteriorly rotated ears
Preauricular pit
Ptosis
Triangular mouth
Thin upper lip
Prominent forehead
Short palpebral fissures
Hypertelorism
Broad nasal root
Hypotonia Y N Y Y N Y N
Development DD, SD DD, SD DD, SD DD, ID DD, SD DD, SD DD, SD DD, SD
Cardiovascular Dilated aortic root N/A Mild mitral and tricuspid valve insufficiency Patent foramen ovale Atrial septal defect Aortic coarctation Peripheral pulmonary stenosis
Aortic coarctation, dilation, and tortuosity
Patent foramen ovale
Hypoplastic left aortic arch
Skeletal Cervical fusion Pectus excavatum
Clinodactyly
Delayed bone age
Pectus excavatum
Delayed bone age
N/A N/A Delayed bone age Short limbs
Brachydactyly
Clinodactyly
Pectus excavatum
Spinal stenosis
2,3 toe syndactyly
Connective tissue High-arched palate
Joint hypermobility
Joint hypermobility
Thin and loose skin
High-arched palate Joint hypermobility
Doughy skin
N/A Joint hypermobility
Translucent skin
High-arched palate
Other Bilateral hydronephrosis
Slow growing hair
Prominent subarachnoid spaces
Gastrointestinal reflux
Constipation
Reduced sweating
Brittle nails
Bilateral inguinal hernia
Cryptorchidism
N/A Constipation
Dysphagia
Abnormal sleep patterns
Dental crowding
Gliosis versus migrational abnormality
Kidney cysts
Epistaxis
Heat intolerance
Slow growing hair and nails
Feeding difficulties
Iris coloboma
Vesicoureteral reflux
Thin, slow growing, bright orange hair
Neonatal teeth
Septo-optic dysplasia
Feeding difficulties Constipation
Myopia
Unsteady gait
Inguinal hernia

M = male, F = female, HT = height, WT = weight, Y = yes, N = no, N/A = not applicable, DD = developmental delay, SD = speech delay

Acknowledgments

We thank the patients and their families for their generous participation. This work was supported in part by a grant from the Simons Foundation and from the NIH (GM030518), NINDS (NS058529), and NHGRI/NHLBI (HG006542).

Heather McLaughlin, Megan Cho, Kyle Retterer, Rhonda Schnur, Ingrid Wentzensen, and Sherri Bale are employees of GeneDx. Wendy Chung is a former employee of GeneDx and a paid consultant for Regeneron Pharmaceuticals. JRL has stock ownership in 23andMe, is a paid consultant for Regeneron Pharmaceuticals, has stock options in Lasergen, Inc., serves on the Scientific Advisory Board of the Baylor Miraca Genetics Laboratory, and is a co-inventor on multiple United States and European patents related to molecular diagnostics for inherited neuropathies, eye diseases, and bacterial genomic fingerprinting.

Footnotes

Conflicts of Interest

The other authors declare that they have no conflict of interest.

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