The etiologies and prevalence of sporadic, postlingual-onset, progressive auditory neuropathy spectrum disorder (ANSD) have rarely been documented. Thus, we aimed to evaluate the prevalence and molecular etiologies of these cases. Three out of 106 sporadic progressive hearing losses turned out to manifest ANSD. Through whole exome sequencing and subsequent bioinformatics analysis, two out of the three were found to share a de novo variant, p.E818K of ATP1A3, which had been reported to cause exclusively CAPOS (cerebellar ataxia, areflexia, pes cavus, optic atrophy, and sensorineural hearing loss) syndrome. However, hearing loss induced by CAPOS has never been characterized to date. Interestingly, the first proband did not manifest any features of CAPOS, except subclinical areflexia; however, the phenotypes of second proband was compatible with that of CAPOS, making this the first reported CAPOS allele in Koreans. This ANSD phenotype was compatible with known expression of ATP1A3 mainly in the synapse between afferent nerve and inner hair cells. Based on this, cochlear implantation (CI) was performed in the first proband, leading to remarkable benefits. Collectively, the de novo ATP1A3 variant can cause postlingual-onset auditory synaptopathy, making this gene a significant contributor to sporadic progressive ANSD and a biomarker ensuring favorable short-term CI outcomes.
Auditory neuropathy spectrum disorder (ANSD) is a type of hearing loss characterized by electrophysiological findings of an impaired or absent response in auditory brainstem responses (ABR), despite evidence of intact outer hair cell function as supported by the presence of cochlear microphonics and/or detectable otoacoustic emission (OAE). Subjects with ANSD have varying degrees of hearing losses; however, they generally present poor speech recognition that is disproportionate to the degree of hearing loss and difficulty hearing in noise1,2,3. The etiologies of ANSD are highly diverse, including hypoxia, infection, kernicterus, cytotoxic oncologic drug, and genetic factors4,5.
As for prelingual genetic ANSD, there seems to be less diversity compared with postlingual-onset genetic ANSD. Only a few genes have been associated with prelingual genetic ANSD, including autosomal recessive OTOF (DFNB9; the otoferlin gene, NM_001287489) and PJVK genes (DFNB59; the pejvakin gene, NM_001042702)6,7,8,9. GJB2 and mitochondrial 12SrRNA mutations have also been reported to be related to this phenotype10,11,12,13. Among them, OTOF mutations occupy a major part of prelingual ANSD in many Caucasian populations14. The predominance of OTOF mutations has also been established in Koreans as they were reported to account for up to 85% of the Korean population with prelingual ANSD with normal cochlear nerve15. As for postlingual-onset ANSD, a lot of syndromic forms that cause sensory and motor neuropathy have been documented in adults with ANSD, including Charcot-Marie-Tooth disease2,16,17, Friedreich’s ataxia18,19, deafness-dystonia-optic neuropathy (DDON) syndrome20, autosomal dominant optic atrophy (ADOA)21,22, and AUNX1 due to mutations in apoptosis-inducing factor23,24. However, there are not many reported genes related to non-syndromic, progressive ANSD with postlingual onset. Only mutations from DIAPH3 as the cause of AUNA125,26 have been anecdotally reported from familial ANSD cases, leaving a substantial portion of non-syndromic and sporadic forms of ANSD still unanswered with respect to the molecular etiology. SLC17A8 encoding VGLUT3, if altered, has been shown to cause ANSD in mice27,28; however, to date, phenotypes of ANSD have not been reported in human subjects with SLC17A8-induced hearing loss29,30.
Herein, we aimed to explore the molecular etiology of three unrelated subjects manifesting sporadic, progressive ANSD with postlingual onset. We identified that sensorineural hearing loss (SNHL) in CAPOS syndrome (OMIM #601388), comprising of cerebellar ataxia, areflexia, pes cavus, optic atrophy, and hearing loss31,32,33,34,35,36,37, can fit into the category of ANSD and manifest in a non-syndromic manner.
Diagnosis of ANSD
Among the 106 postlingually deafened subjects with moderate or higher degree of sporadic SNHL, at least three (3/106, 2.8%) unrelated subjects were documented to have ANSD (Fig. 1). The cochlear nerve in these subjects did not show any significant anatomic alterations.
Molecular Genetic Testing and Delineation of Causative variant from the three subjects
We performed whole exome sequencing (WES) in three probands with sporadic ANSD and identified the most convincing causative variant using the bioinformatics filtering process that has previously been described38. This analytic step and the number of remaining candidates filtered at each step are listed (Table 1). Candidate variants were validated by standard Sanger sequencing and segregation study.
Interestingly, one heterozygous missense variant, c.2452 G > A: p.E818K of the ATP1A3 gene (NM_152296.4, NP_689509.1, OMIM *182350), located on chromosome 19q13.2 and classified as ‘pathogenic’ according to CLINVAR (https://www.ncbi.nlm.nih.gov/clinvar/)39, was detected in two (SH191-430 and SH222-518) of the three ANSD subjects (Fig. 2). This variant was not detected from unaffected parents, indicating a de novo occurrence of an autosomal dominant variant, p.E818K, in both families (families SH191 and SH222) (Fig. 2). The paternity in these two families was confirmed by genotyping the four short tandem repeat (STR) markers, ensuring a de novo occurrence of p.E818K (Fig. 2). This p.E818K variant has previously been reported in a known CAPOS syndrome, comprising of cerebellar ataxia, areflexia, pes cavus, optic atrophy, and SNHL27,28,29,30. This variant has not been detected in the Exome Aggregation Consortium (ExAC; 121,412 alleles) and the Korean Reference Genome Database (KRGDB; 1,244 alleles). However, in the SB284 family, no convincing variants were found.
Detailed medical history and clinical phenotype of three ANSD subjects
The first proband (SH191-430) was a 24-year-old woman that manifested SNHL when she was a teenager. Her SNHL was compatible with typical ANSD, as shown in Fig. 1a. Her pure tone audiogram (PTA) showed a reverse sloping configuration. Temporal bone computed tomography (TBCT) and internal auditory canal magnetic resonance imaging (MRI) confirmed that she had an intact cochlear nerve without any other anatomical abnormalities. She–along with her mother–denied any neurologic episodes, such as dystonia, ataxia, and visual disturbance. Detailed neurologic examination by an experienced neurologist confirmed the absence of co-morbid neuropathy, except for nearly absent deep tendon reflex (DTR). A detailed fundus examination and visual acuity test of SH191-430 did not reveal any abnormality, and SH191-430 refused to take visual evoked potentials (VEP). Until further examination, her SNHL had been classified as non-syndromic ANSD.
The second proband (SH222-518) was a 6-year-old boy when he first visited the ENT clinic. He successfully passed the newborn hearing screening test, which was performed with automated ABR, suggesting that his SNHL was not congenital. His development had not been noteworthy, except his experience of two acute episodes of neurologic symptoms and signs, including lethargy, instability while sitting, ataxia, dysarthria, visual disturbance with dancing nystagmus, and hearing loss after febrile illness at the age of 3 and 5 years. His SNHL was entirely compatible with ANSD, considering a detectable OAE response without ABR response (Fig. 1b). At that time, the findings from cerebrospinal fluid tapping and MRI were normal. He recovered steadily from all symptoms with minimal neurologic sequelae, mild temporal pallor in color fundus photography (Supplementary Fig. S1), and normal response in VEP. However, his SNHL deteriorated over time.
The third proband (SB284-563) was a 61-year-old female. Her SNHL started in her early thirties. Like the first proband, she did not have any neurologic abnormalities, except hearing loss. She had moderate hearing loss on PTA, 45 dB on the right and 40 dB on the left, with a disproportionately low word recognition score of 20%, bilaterally. In line with this finding, she showed a detectable ABR wave only at 90 dB stimulus on the right ear, despite the presence of a positive OAE response back in 2014, which indicated that her SNHL was compatible with ANSD. Two years later, both her OAE and ABR responses disappeared (Fig. 1c).
The neurologic features of these three ANSD subjects are presented in Table 2.
Short term follow-up results after cochlear implantation
Two adult ANSD subjects (SH191-430 and SB 284-563) underwent cochlear implantation (CI) since they were unable to benefit from hearing aids. The first subject (SH191-430) had the highest difficulty in speech discrimination with hearing aid, especially with background noise. She scored worse on the Korean version of the Central Institute of Deafness (K-CID) test with hearing aid, which decreased from 36% without hearing aid to 0% with hearing aid. Both subjects had CI on the right ear after getting replicable, albeit not perfect, waveforms on trans-tympanic electrically evoked ABR (EABR) (Supplementary Fig. S2). Both subjects showed striking progress in speech recognition, scoring 90–94% on K-CID without visual cue at 3 months postoperatively (Fig. 3). Evaluation of the speech performance at 6 months postoperatively displayed continuous improvement in this subject (SH191-430) carrying p.E818K of ATP1A3 (Fig. 3).
The etiologies of ANSD are highly diverse; approximately 40% of cases have an underlying genetic basis5, whereas relatively a small number of variants has been evaluated to cause postlingual ANSD. We, for the first time, discovered that a de novo variant of ATP1A3 could be a prevalent and important etiology of sporadic ANSD with postlingual onset.
The ATP1A3 gene has been reported mainly in association with alternating hemiplegia of childhood (AHC, AHC2, OMIM #614820) and rapid-onset dystonia Parkinsonism (RDP, DYT12, OMIM #128235)35,40,41,42. Among various ATP1A3 mutations, two variants, p.D810N and p.E815K, have been found recurrently in more than 50% of patients with AHC, while no distinct mutations have been found in patients with RDP35. A different variant of this gene, p.E818K (c.2452 G > A), which has not been detected in the context of two main diseases associated with ATP1A3, has been reported to cause the third allelic disorder, CAPOS syndrome without exception in several reports31,32,33,34,35,36,37. CAPOS syndrome was first described in 1996 by Nicolaides et al. in a British family43. To date, this single variant has been identified exclusively from all nine unrelated CAPOS families, as described previously with 100% frequency. Unlike the previous two diseases, SNHL with sudden onset and progressive nature is a distinctive disabling feature of CAPOS syndrome. However, there has not been a rigorous study on the type of SNHL thus far.
The second subject, SH222-518, had passed the newborn hearing screening test by automated ABR; however, his hearing impairment was initiated and became prominent with a definite progression through two febrile events. Together with accompanying symptoms and signs, such as ataxia and visual disturbance, the detection of p.E818K in ATP1A3 led to the diagnosis of CAPOS syndrome. Different variants of this gene have been reported to cause RDP and AHC, without the companion of hearing or visual disturbance31,35. On the other hand, the first subject, SH191-430, who shared the same p.E818K variant, denied any neurological symptoms, except areflexia that was elucidated only after a rigorous neurological examination by an expert neurologist. This subject would have been classified as non-syndromic without a comprehensive neurologic examination by an expert. This is not surprising considering that there have been some reports showing subjects with CAPOS syndrome exhibiting mild symptoms resulting in recovery with minimal residual ataxia during walking and standing on one foot31. This implicates that extensive history taking and rigorous neurologic examination would be an essential part in the diagnosis of postlingual and progressive ANSD.
Our present study reports the tenth CAPOS family (SH222) and the 27th CAPOS patient (SH222-518) in the literature. This is the first report of a CAPOS allele in Koreans. High mutability of this residue, as shown by frequent de novo occurrence of p.E818K (c.2452 G > A) of ATP1A3 both in Caucasians31 and in Koreans, indicates that the effect of this mutational hotspot is not limited to certain populations but would rather be global. This is noteworthy because other allelic disorder of ATP1A3, RDP, has also been reported to be frequently caused by de novo variants44. Indeed, with the advent of next generation sequencing (NGS) technologies, recent studies using NGS have elucidated the important role of de novo variants in several important neurological disorders45,46,47. To date, it is unclear exactly why de novo variants frequently arise in ATP1A3. Recently, the rate of de novo mutations has been reported to be heavily influenced by the age of the father48; however, that study failed to account for all de novo cases. There might be a genetic context in ATP1A3 favoring the occurrence of de novo variants, awaiting further clarification. Our present study also unveils that a phenotypic spectrum related to p.E818K of ATP1A3 can be extended to include nearly non-syndromic postlingual ANSD, not limited to the canonical CAPOS syndrome.
ATP1A3 encodes the α3 catalytic subunit of Na+/K+ ATPase (NKA), which is a membrane-bound transporter using ATP to transport three Na+ outwards in exchange for two K+ into the cell, resulting in a negative transmembrane potential. Regarding the contribution of NKA on hearing, it has mainly been studied in relation to endocochlear potentials (EP). The inhibitors of NKA, such as ouabain, are known to reduce EP49,50. There are four α isoforms identified in vertebrates51,52. NKAα1 has been identified in the strial marginal cell, and NKAα2 in the lateral wall fibrocyte of the stria vascularis, which is the source of EP50,53. Indeed, heterozygous deletion of NKAα1 or NKAα2 in mice resulted in the reduction of EP and progressive, age-dependent hearing loss54. Accordingly, the ATP1A2 gene (encodes NAKα2), which has previously been reported to be the genetic cause of familial hemiplegic migraine type 2 (FHN2, OMIM #602481), has recently been reported to be associated with progressive hearing loss with migraine55. Specifically, co-segregation of a novel variant, c.571 G > A, in the ATP1A2 gene with migraine and hearing loss in a family was shown, although the pathogenic potential of the c.571 G > A variant was not confirmed. Contrastingly, the α3 isoform is rather neuron-specific, albeit being co-expressed with ubiquitous α1 in most neurons56,57,58. NKAα3 is known to play an important role in the rapid restoration of increased intracellular Na+ concentration after high neuronal activity in the nervous system56,59. Therefore, disrupted NKAα3 activity leads to a failure in regaining the resting membrane potential after excitatory activity, and it has been proposed to cause paroxysmal neurologic events observed in two main ATP1A3-related syndromes34,35,60. Several experimental studies evaluated the pump activity as well as the effect of pathologic variants of ATP1A3. They showed that these mutations caused a reduction in catalytic activity and a failure to generate pump current. This finding is consistent with the inability to bind to K+ ions and a reduction in the Na+ affinity for activating phosphorylation61.
Nonetheless, the exact role of NKAα3 in hearing and how mutations in ATP1A3 cause hearing loss have not been fully elucidated to date. In a study focusing on the NKAα expression pattern in Organ of Corti and the neuronal element of cochlea, it has been demonstrated that NKAα3 is expressed abundantly in the membranes of type I afferent terminals that are in contact with the inner hair cells, spiral ganglion somata, and medial efferent terminals contacting the outer hair cells50. NKAα1 has been identified in the supporting cells neighboring the inner hair cells, and NKAα2 has not been detected in either the organ of Corti or spiral ganglion50. This expression pattern of NKAα3 in the cochlea has been shown to be compatible with an observation in which perfusion of ouabain, a specific inhibitor of NKAα3 in the cochlea, directly administered through the round window in gerbil, resulted in a reduced or completely abolished compound action potential but did not reduce EP50,62,63. This suggests that NKAα3 may have a more direct role in the regulation of signal transmission in the synapses with hair cells and spiral ganglion cells, rather than having a contribution to generate EP. Therefore, it is possible for the alteration of NKAα3 to lead to the clinical and laboratory features compatible with ANSD.
ANSD is a heterogeneous disorder that may result from various etiologies and different lesion sites, ranging from the inner hair cells and synapses to auditory nerve and central cortex. Inherent from such pathologic characteristics of ANSD, the behavioral threshold measures are not consistent with other measures of auditory function, such as ABR and speech understanding scores. Furthermore, it poses a challenge when choosing an appropriate method of auditory rehabilitation and predicting the outcome4,64,65. Due to the uncertainties of outcomes after CI, it is important to select patients who are expected to have good results from CI. EABR is widely used to evaluate the integrity of auditory pathway and predict the outcome of CI66,67,68. Among the various subtypes of ANSD classified by their predominant lesion, auditory synaptopathy has been reported to have excellent CI results, and EABR is typically present in this subtype3,21,65,69,70,71. However, the interpretation of waveforms is somewhat subjective, and preoperative trans-tympanic EABR is not consistently reliable for predicting the outcome of CI72. It is not unprecedented to benefit significantly from CI even in cases without any detectable responses from both preoperative trans-tympanic and postoperative intracochlear EABR tests73,74. Therefore, genetic diagnosis that enables precise localization of the pathologic site in the auditory pathway has been recognized to be very important.
Mutations in the OTOF gene, a causative gene of auditory synaptopathy, may cause a dysfunction in Ca2+-triggered exocytosis of a neurotransmitter in the ribbon synapses of the inner hair cells75,76,77. Therefore, a direct electrical stimulation of the spiral ganglion cells with CI bypassing the main lesion can restore well-synchronized neural responses that propagate through the intact auditory nerve. Another ANSD with good results on CI is a syndromic ANSD accompanied by autosomal dominant optic atrophy (ADOA, OMIM #165500) due to OPA1 variations11,21,64. Although the specific function of the OPA1 gene regarding hearing has not been fully elucidated to date, detailed assessment with trans-tympanic electrocochleography and electrically-evoked response following CI indicated that the site of the lesion is at a terminal portion of auditory nerve fibers with the potential to progress proximally at advanced stages11. OPA1 mRNA and protein were found in the hair cells as well as in the neuronal fibers innervating the inner hair cells, ganglion cells of the cochlea, and vestibular organ78. This is significantly overlapped with the expression site of the ATP1A3 protein, NKAα3. Although the function of NKAα3 has not been fully revealed, we can postulate from the expression pattern of this protein that the main pathologic lesion site would be a synapse between the inner hair cells and the afferent nerve fibers, or at most spiral ganglion neurons. If the lesion is mainly the former, then we can expect good CI results, similar to the ANSD associated with OTOF and OPA1. In accordance with this expectation, one (SH191-430) of our two ANSD subjects carrying p.E818K (c.2452 G > A) of ATP1A3 underwent CI and showed excellent performance at 3 and 6 months after CI, although longer observation is needed (Fig. 3). The third subject (SB284-563), whose causative variants were not identified, also underwent CI and showed successful outcome. Therefore, it can be deduced that the main pathology of ANSD in this subject may be limited to either pre-synaptic area or synapsis itself, rather than the nerve itself or a more central lesion.
What merits further attention is that the ATP1A3 gene is expressed not only in the synapse, but also in the spiral ganglion. Although the spiral ganglion neuron is electrically simulated by CI, possible progressive degeneration of the spiral ganglion neuron could still occur due to a disruption in the function of ATP1A3. In such a case, the best functional outcome of CI observed at the short-term follow-up may decrease over time. Therefore, a continuous follow-up of CI over a longer period is mandatory. Conversely, earlier stimulation of the spiral ganglion cell neuron by CI may retard or attenuate the degeneration of the neuron. This perspective has already been applied for the interpretation of discrete CI outcomes related to mutations of TMPRSS3, which is a representative gene expressed in the spiral ganglion neuron79,80,81. The outcomes of CI performed earlier in life due to rapid loss of residual hearing caused by more pathologic TMPRSS3 mutations was favorable, while the result from late implantees carrying TMPRSS3 mutations was not as favorable as the expectation81. Given the similarity of the expression site between ATP1A3 and TMPRSS3, a long-term follow-up of CI performance is warranted to better determine if the current benefit from CI decreases over time.
The exact frequency of post-lingual onset ANSD is still unknown. The prevalence of ANSD has been reported mainly in pediatric groups, ranging from 2% to 15% of children with permanent SNHL82,83,84,85,86. Although the prevalence of ANSD among the post-lingual SNHL has not been reported separately, the proportion of adult patients among the entire ASND population has been mentioned in some studies. Sininger and Oba reported that 25% of ANSD patients experienced their first symptoms after the age of ten1; other studies by Starr et al. and Berlin et al. showed that in 12~20% of cases, onset was experienced in adulthood, most of whom had multiple neuropathies due to Charcot-Marie-Tooth disease2,87. In our present study, three patients (2.8%) out of 106 sporadic cases of postlingual moderate and more degree of SNHL were diagnosed with ANSD. This prevalence is markedly lower when compared with the pediatric group. It is likely that many post-lingual patients with hearing difficulty did not undergo enough audiological and electrophysiological tests to fully confirm ANSD. Moreover, this may be even further underestimated because OAE response, which was once considered a prerequisite, might have been absent or disappeared over time2,88,89,90. In our study, the disappearance of OAE response from the third subject, SB284–563, over a period of 2 years (Fig. 1) supports this speculation.
In our present study, the single de novo variant, p.E818K of ATP1A3, accounted for two of the three (2/3, 67%) postlingual-onset ANSD, suggesting that this specific variant of ATP1A3 could be a significant contributor to postlingual-onset ANSD, not only in Koreans but also in other populations. Moreover, an evaluation of postlingual-onset ANSD subjects should require a comprehensive neurologic examination and meticulous history taking to ensure that no episodes of ataxia and visual disturbance triggered by a fever go unnoticed. Molecular genetic testing of this particular variant, p.E818K of ATP1A3, can be helpful to delineate ANSD cases which are related to subtle cases of CAPOS syndrome.
Here, we showed that recurring de novo mutation of ATP1A3 can cause progressive ANSD with postlingual onset and with either absence or presence of syndromic features. This confirms that ATP1A3 is an important and prevalent causative gene for progressive ANSD with postlingual onset. The presence of this variant can potentially serve as not only an etiologic biomarker, but also as a prognostic biomarker that allows for the identification of a subset of postlingual-onset ANSD subjects who can significantly benefit from CI, at least during a short-term follow-up period.
Material and Methods
Ethical considerations and subject evaluation
This study was approved by the institutional review boards of Seoul National University Hospital (IRBY-H-0905-041-281) and Seoul National University Bundang Hospital (IRB-B-1007-105-402). Informed consent was obtained from all participants in this study. Written informed consent for child participants was obtained from their parents or guardians. All methods in this study were performed in accordance with the relevant guidelines and regulations.
Medical and developmental histories were collected for 106 sporadic patients recruited between 2010 and 2017, who showed postlingual-onset, moderate or higher degree of SNHL. Syndromic cases were excluded. The audiometric evaluation with PTA, OAE, and ABR were carried out for the clinical diagnosis of ANSD. Internal auditory canal MRI and TBCT were also performed to identify anatomically intact cochlear nerve and any other anatomical abnormalities related to hearing loss. Comprehensive neurologic evaluation was performed by a neurology specialist to see if there is any accompanied neuropathy. The diagnostic criteria for ANSD as described by Rapin et al. were applied; (1) understanding of speech worse than predicted from the degree of hearing loss on their behavioral audiograms; (2) recordable otoacoustic emissions and/or cochlear microphonic; and (3) absent or atypical auditory brain stem responses91.
Molecular genetic analysis
DNA preparation and whole-exome sequencing
Whole blood (10 ml) was obtained from two probands and, if possible, their siblings and parents for the segregation study. Genomic DNA samples were extracted from the peripheral blood via standard procedures, as previously described92, and were subjected to WES. A SureSelect 50 Mb Hybridization and Capture kit was used for WES, and sequencing was performed using a HiSeq2000. The read length for the paired-end reads was 100 bp.
Detection of single-nucleotide variants and insertion/deletion polymorphisms
The reads were aligned with the human genome reference sequence (hg19) as proposed by Burrows-Wheeler Aligner, version 0.7.593 with the “MEM” algorithm. We used SAMTOOLS version 1.2 for sorting and indexing the SAM/BAM files94. Picard-tools version 1.127 (http://broadinstitute.github.io/picard) was used to mark duplicates. We used the IndelRealigner and BaseRecalibrator from Genome Analysis Toolkit (GATK) version 3.1-395 based on known single-nucleotide polymorphisms (SNPs) and insertions/deletions (indels) from the Database of Single Nucleotide Polymorphisms (dbSNP, build138), Mills, and 1000 G gold standard indel b37 sites and 1000 G phase I indel b37 sites for realigning the reads and base recalibration. The targeted gene variants were called using the Unified Genotyper in GATK and also were recalibrated by GATK based on dbSNP138, Mills indels, HapMap, and Omni and filtered at 99.0 truth sensitivity level. Finally, we used ANNOVAR to annotate the variants96.
Filtering process to identify candidate variants
We went through the filtering process as previously described38. In brief, we selected the variants in the coding region and with allele frequencies of <0.01, which were reported in the Exome Aggregation Consortium (ExAC; 121,412 alleles; http://exac.broadinstitute.org) and the Korean Reference Genome database (KRGDB; 1,244 alleles; http://188.8.131.52/KRGDB). Then, we filtered out the variants reported in dbSNP138, but included flagged SNPs. We chose the variants that were matched with one of the three possible inheritance patterns that could be possible in the sporadic form of genetic hearing loss. They were filtered to discard any variants with false-positive results based on minor allele frequency (MAF) cut-off 97 and with variant allele frequency (VAF) of heterozygosity of less than 0.3; however, the criteria were selectively adjusted to be less than 0.1 when a variant was located in a homologous locus or a gene with a pseudogene or homologous between family members. Finally, the scores of SIFT (http://sift.jcvi.org/), PolyPhen2 (http://genetics.bwh.harvard.edu/pph2/) and GERP (http://mendel.stanford.edu/SidowLab/downloads/gerp/) and CLINVAR (https://www.ncbi.nlm.nih.gov/clinvar/)39 were used to assess the pathogenicity of candidates.
Confirmation of paternity
To exclude non-paternity, genotypes of four unlinked STR markers (D10S584, D10S1650, D10S606, and D10S1694) from family members were analyzed, using a previously described method98. The four STR markers were chosen because they were shown in a previous study to be hypervariable and informative among Koreans98. A definite haplotype was reconstructed based on the information from parental sample and siblings.
All data, whether generated or analyzed during this study, were included in this published article (and its Supplementary Information files).
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This research was supported by a grant of the Korea Health Technology R&D Project through the Korea Health Industry Development Institute (KHIDI), funded by the Ministry of Health & Welfare, Republic of Korea (grant number: HI15C1632 and HI17C0952 to B. Y. Choi).