Literature DB >> 35106950

Report of rare and novel mutations in candidate genes in a cohort of hearing-impaired patients.

Min Liu1, Yue Liang1, Bixue Huang1, Jincangjian Sun1, Kaitian Chen1.   

Abstract

BACKGROUND: Many hearing-impaired patients carry mutations in rare or novel genes undetected in regular genetic hot regions/genes screening.
METHODS: We collected clinical and genetic data from subjects with hearing loss who visited our department for genetic counseling. Next-generation sequencing was conducted after 154 deafness-related genes were captured using a designed genes panels in 14 unrelated families (37 participants). The results were filtered and assessed with in silico tools, in combination with pedigree mapping.
RESULTS: Ten mutations in regular deafness genes (GJB2, SLC26A4) and uncommon genes (OTOF, MYO7A, MYO15A, and KARS) were detected, which constituted 57.2% of yielded rate. In particular, two patients with nonsyndromic deafness carried biallelic KARS mutations. In addition, we identified an unreported digenic mutational inheritance in GRP98/USH2A genes in a proband with isolated hearing loss. Functional analyses and molecular modeling suggested the damaging consequence of these variants on encoded proteins. According to the variant pathogenicity guidelines, the 17 identified variants in total were classified as "pathogenic" or "likely pathogenic."
CONCLUSION: The candidate mutations in deafness genes were suggested to be co-segregated in at least 57.2% of the studied pedigrees. This is the new report of rare/novel mutations causing inherited hearing loss in Chinese.
© 2022 The Authors. Molecular Genetics & Genomic Medicine published by Wiley Periodicals LLC.

Entities:  

Keywords:  hearing loss; mutations; sensorineural hearing loss

Mesh:

Year:  2022        PMID: 35106950      PMCID: PMC9000930          DOI: 10.1002/mgg3.1887

Source DB:  PubMed          Journal:  Mol Genet Genomic Med        ISSN: 2324-9269            Impact factor:   2.183


INTRODUCTION

A recent global estimation that hearing loss will affect 2.45 billion people by 2050 (Haile et al., 2021) raises serious concern of an early prevention and appropriate treatment regarding etiologies, in which genetics accounted for 50% of hearing loss (Morton & Nance, 2006). Regional and ethnic differences between populations exist. Although great effort has been made toward clarifying hereditary origins during the past decades, the genetic and phenotypic heterogeneity of this disease remain to be studied. A large proportion of hearing‐impaired patients carry mutations in rare or novel genes undetected in regular genetic screening (Chen et al., 2014; Doll et al., 2020; Yang et al., 2013). Routine Sanger sequencing failed to address this issue due to the enormous DNA sequences in numerous genes. With the advance of genomic capturing and next‐generation sequencing (NGS) in many less frequent deafness genes, it is feasible and valuable for public health in identifying genetic etiology for hearing loss. Our earlier cohort study conferred a genetic etiology in only one‐third of patients using Sanger sequencing and pyrosequencing (Chen et al., 2014). Here, we extend this project by adapting an alternative strategy using NGS of captured exons in 154 hearing‐related genes in another cohort of Chinese families. Our present results demonstrated that genetic causes clearly contributed to at least 57.2% of the families in this cohort. The increased yielded rate and distinct mutational spectrums due to detection of novel or rare mutations were interesting. This is the new source of data regarding uncommon genetic mutations causing hearing loss in Chinese patients.

MATERIALS AND METHODS

Patients

All patients were enrolled from our outpatient department. Family history and medical records were carefully reviewed from all subjects and/or their parents. After signing informed consents for participation, 5 ml of peripheral blood samples from the probands and related family members was collected and subjected to a large‐scale targeted deafness‐related genes panel (including 154 genes) for NGS.

Clinical evaluations

All the participants were completely evaluated by at least one senior otorhinolaryngolist. Potential predisposing events related to hearing loss, such as otitis media with effusion, newborn hyperbilirubinemia, hypoxia, and aminoglycoside use, were precluded. Age‐appropriate hearing tests, including pure tone audiometry (PTA), distortion product otoacoustic emission (DPOAE), and auditory brainstem response (ABR), were given. The severity of hearing loss was assorted according to the average estimated PTA as follows: mild (20–40 dB), moderate (41–70 dB), severe (71–95 dB), and profound (>95 dB). Temporal radiological tests help to identify any possible developmental malformation.

Targeted deafness genes panel and NGS

We adopt a new designed commercial deafness‐related genes panel xGen (Integrated DNA Technologies). Briefly, genomic DNA was extracted from peripheral blood samples (QIAamp DNA Blood Mini Kit), followed by the preparation of DNA library as the procedure. The regions of interest covering exons, exon‐intron boundaries in 154 genes was probed and sent for NGS. The raw data were aligned to hg19 with Burrows–Wheeler Aligner (BWA) and Genome Analysis Toolkit (GATK) for variant calling. The variant call format files were analyzed using the ANNOVAR tools containing annotation databases (e.g., the 1000 genome, dbSNP, ClinVar database). Pedigree mapping of the suspected variants was amplified via PCR and sequenced with Sanger sequencing in the probands and their family members.

Genetic data interpretation and analysis

The nonsynonymous variants and indels were filtrated based on the criteria: >0.05 frequency in 1000 Genome, dbSNP, and Hapmap and >0.3 in YH database. We used PolyPhen2, SIFT, MutationTaster, MutationAssessor, and FATHMM to evaluate possible pathogenicity. Conservation alignments among different species were completed with ClustalX2. The amino acid sequences are available on NCBI. Genetic interaction was predicted through the STRING network. To evaluate the effect of variant in the splice site and the recognition of donor and acceptor sites, NetGene2 sever was applied. The online HOPE protein prediction tool was utilized to assess the potential effect of the variants on secondary structure. Three‐dimensional modeling of human wild‐type KARS, MYOVIIA, MYO15A, and the corresponding mutants were performed using SWISS‐MODEL (Waterhouse et al., 2018). Finally, all variants were classified according to the American College of Medical Genetics and Genomics/Association for Molecular Pathology (ACMG/AMP) guidelines (Oza et al., 2018; Richards et al., 2015).

RESULTS

This cohort consisted of 14 unrelated Chinese families (37 participants), with 18 hearing‐impaired patients and 19 families' members. Detailed information has been listed in Table 1. Briefly, the average age of the patients was 11.7 ± 13.6 years. (1–53 years). Familial history was present in four families, and the rest 10 were sporadic. The hearing tests revealed bilaterally moderate to profound hearing loss. Other possible syndromic symptom was tentatively not found, except one patient in family 11, who presented with delayed gross movement development. The phenotype was classified as nonsyndromic hearing loss in most cases according to the medical record.
TABLE 1

Clinical data of studied patients

FamilyGenderAge (years)Reported onset of deafnessHearing lossInner ear morphologyGenetic resultsIntervention
1Male33 yearsProfoundNormal OTOF c.5098G>C/c.5098G>CCI
2Female2At birthProfoundNormal MYO7A c.472G>C/c.1003+1G>ACI
3Male1At birthProfoundEVA SLC26 A4 c.290T>A/c.919‐2A>GCI
4–1Male15At birthProfoundNormal GJB2 c.235delC/c.299‐300delATCI
4–2Male13At birthProfoundNormal GJB2 c.235delC/c.299‐300delATCI
5–1Male172 yearsProfoundNormal KARS c.1570T>C/c.1212_1220delCI
5–2Male152 yearsProfoundNormal KARS c.1570T>C/c.1212_1220delCI
6–1Female11At birthProfoundEVA SLC26A4 c.919‐2A>G/c.919‐2A>GCI
6–2Female8At birthProfoundEVA SLC26A4 c.919‐2A>G/c.919‐2A>GCI
7Female32 yearsProfoundNormal OTOF c.5098G>C/c.5098G>C CI
8–1Male54 yearsProfoundNormal MYO15A c.3926A>T/c.3926A>TCI
8–2Female31 yearProfoundNormal MYO15A c.3926A>T/c.3926A>TCI
9Male54 yearsSevereNormal GPR98 c.6317C>T/c.10790A>T, USH2A c.997T>CCI
10Female53UnknownSevereNA EPSN c.990+4C>T/+CI
11Male33 yearsModerateNormal NF1 c.4084C>T/+, NDUFS3 c.746dupC/+, TSHZ1 c2394G>A/+CI
12Female21 yearProfoundNormalCI
13Male38UnknownAnacusis (R)/Moderate (L)NormalCI
14Male131 yearProfoundNormalCI

Note: GJB2 (NM_004004.5), ESPN (NM_031475.2), GPR98 (NM_032119), KARS (NM_001130089.2), MYO7A (NM_000260.3), MYO15A (NM_016239.3), NDUFS3 (NM_004551.2), NF1 (NM_000267.3), OTOF (NM_194248.2), SLC26A4 (NM_000441.1), TSHZ1 (NM_005786.5) and USH2A (NM_206933.2).

Abbreviations: CI, cochlear implantation; EVA, enlarged vestibular aqueduct; L, left; NA, not available; R, right.

Clinical data of studied patients Note: GJB2 (NM_004004.5), ESPN (NM_031475.2), GPR98 (NM_032119), KARS (NM_001130089.2), MYO7A (NM_000260.3), MYO15A (NM_016239.3), NDUFS3 (NM_004551.2), NF1 (NM_000267.3), OTOF (NM_194248.2), SLC26A4 (NM_000441.1), TSHZ1 (NM_005786.5) and USH2A (NM_206933.2). Abbreviations: CI, cochlear implantation; EVA, enlarged vestibular aqueduct; L, left; NA, not available; R, right. The NGS deafness panels yielded at least 17 variants in 12 candidate genes (Table 1). Mutations in common genes GJB2 (NM_004004.5) and SLC26A4 (NM_000441.1) (GJB2 c.235delC, c.299‐300delAT, SLC26A4 c.290T>A, and c.919‐2A>G) were detected in three families with five hearing loss subjects, contributing to 21.4% (3/14) of this cohort. Two probands carried homozygous mutation OTOF (NM_194248.2) c.5098G>C (14.3%, 2/14), and manifested as auditory neuropathy. Interestingly, we detected a compound heterozygous mutation in a rare gene KARS (NM_001130089.2) in family #5, in which the two probands showed single hearing loss without syndromic symptoms. Hearing loss was also resulted from biallelic pathogenic mutations in MYO7A (NM_000260.3) and MYO15A (NM_016239.3) genes in two families (#2 and #8). In a particular family #9, digenic mutations in GPR98 (NM_032119)/USH2A (NM_206933.2) genes (GPR98 c.6317C>T/c.10790A>T, USH2A c.997T>C) were suspected. In addition, two families (#10 and #11) carried variants unexplainable for the hearing loss in rare genes, for example, ESPN (NM_031475.2), NDUFS3 (NM_004551.2), NF1 (NM_000267.3), and TSHZ1 (NM_005786.5). In the rest three cases (#12‐#14), NGS failed to identify any suspected variants. Bioinformatic analysis of the variants are presented in Table 2. Five uncommon and novel mutations identified in KARS, MYO7A, and MYO15A genes are highly conserved among species (Table 2 and Figures 1 and 2). They were predicted to be pathogenic/likely pathogenic through the following mechanisms: (a) To disrupt the mRNA splice site within the exon‐intron boundary, leading to mRNA mis‐splicing (MYO7A c.1003+1G>A). (b) Mutation changes the amino acid sequences (KARS c.1212_1220del). (c) Secondary structure alterations were in protein level to disturb the domain and abolish its function (KARS c.1570T>A, MYO15A c.3926A>T, and MYO7A c.472G>C).
TABLE 2

Bioinformatics data of the suspected variants identified in the probands

GeneMutationAA changeMutationtasterPolyphen‐2SIFTMutationAssessorFATHMMNetGene2ACMG/AMP classificationRef
OTOF c.5098G>Cp.E1700QDisease causingProbably damagingDeleteriousMediumDamagingLikely PathogenicRs199766465
MYO7A c.472G>Cp.G158WDisease causingProbably damagingDeleteriousHighDamagingPathogenicNovel
c.1003+1G>ASplice site changemissplicingLikely PathogenicNovel
KARS c.1212_1220delp.D404‐P406delDisease causingDeleteriousmissplicingPathogenicNovel
c.1570T>Cp.C524WDisease causingProbably damagingDeleteriousHighToleratedLikely PathogenicRs776736207
MYO15A c.3926A>Tp.Q1309LDisease causingProbably damagingDeleteriousHighDamagingPathogenicNovel
GPR98 c.6317C>Tp.A2106VDisease causingProbably damagingNeutralMediumToleratedLikely PathogenicRs186999408
c.10790A>Tp.E3597VDisease causingBenignNeutralMediumToleratedLikely PathogenicNovel
USH2A c.997T>Cp.S333PPolymorphismPossible damagingNeutralMediumToleratedLikely PathogenicXu et al. (2014)

Note: GPR98 (NM_032119), KARS (NM_001130089.2), MYO7A (NM_000260.3), MYO15A (NM_016239.3), OTOF (NM_194248.2), USH2A (NM_206933.2). ACMG/AMP: American College of Medical Genetics and Genomics/Association for Molecular Pathology.

FIGURE 1

(a) The mutational spectrum yielded by the deafness panel. (b) Five pedigrees with clear genetic etiology are presented. +, Wild‐type nucleotide; VUS, variant with unknown significance. GJB2 (NM_004004.5), GPR98 (NM_032119), KARS (NM_001130089.1), MYO7A (NM_000260.3), MYO15A (NM_016239.3), OTOF (NM_194248.2), SLC26A4 (NM_000441.1), and USH2A (NM_206933.2)

FIGURE 2

The sequences of novel and rare mutations identified in this study are shown. (a). The MYO7A c.1003+1G>A disrupts the splice site (GT), and mRNA mis‐splicing occurs. The KARS frameshift mutations c.1212_1220del caused the alteration of amino acids. (b–d) The DNA sequences, conservation analysis and predicted protein structures of MYO7A, KARS and MYO15A. KARS (NM_001130089.2), MYO7A (NM_000260.3), MYO15A (NM_016239.3)

Bioinformatics data of the suspected variants identified in the probands Note: GPR98 (NM_032119), KARS (NM_001130089.2), MYO7A (NM_000260.3), MYO15A (NM_016239.3), OTOF (NM_194248.2), USH2A (NM_206933.2). ACMG/AMP: American College of Medical Genetics and Genomics/Association for Molecular Pathology. (a) The mutational spectrum yielded by the deafness panel. (b) Five pedigrees with clear genetic etiology are presented. +, Wild‐type nucleotide; VUS, variant with unknown significance. GJB2 (NM_004004.5), GPR98 (NM_032119), KARS (NM_001130089.1), MYO7A (NM_000260.3), MYO15A (NM_016239.3), OTOF (NM_194248.2), SLC26A4 (NM_000441.1), and USH2A (NM_206933.2) The sequences of novel and rare mutations identified in this study are shown. (a). The MYO7A c.1003+1G>A disrupts the splice site (GT), and mRNA mis‐splicing occurs. The KARS frameshift mutations c.1212_1220del caused the alteration of amino acids. (b–d) The DNA sequences, conservation analysis and predicted protein structures of MYO7A, KARS and MYO15A. KARS (NM_001130089.2), MYO7A (NM_000260.3), MYO15A (NM_016239.3) In particular, we found a possible digenic inheritance between GPR98 and USH2A genes in family #9. Parental DNA sequences analysis suggested the in cis mutations c.6317C>T/c.10790A>T in GPR98 gene. The pathogenicity of the three variants in this family was also suggested. Detailed clinical and genetic data are shown in Figure 3 and Table 2.
FIGURE 3

A pedigree #9 with suspected double genes inheritance GPR98/USH2A is shown (a). The mutated residue is highly conserved (b). (c) Profound hearing loss was detected in this 5‐year‐old proband, without any detectable ophthalmic symptoms at the latest follow‐up. (d) The co‐expression between GPR98 and USH2A were predicted by STRING network. GPR98 (NM_032119), USH2A (NM_206933.2)

A pedigree #9 with suspected double genes inheritance GPR98/USH2A is shown (a). The mutated residue is highly conserved (b). (c) Profound hearing loss was detected in this 5‐year‐old proband, without any detectable ophthalmic symptoms at the latest follow‐up. (d) The co‐expression between GPR98 and USH2A were predicted by STRING network. GPR98 (NM_032119), USH2A (NM_206933.2)

DISCUSSION

In this study, using a large‐scale targeted hearing‐related genes panel and NGS platform, several candidate mutations were effectively validated in a cohort of families with deafness phenotype. Our results revealed that genetic etiology contributed to at least 57.2% of the studied families, an increased rate higher than the earlier result (32%) (Chen et al., 2014). This new report not only stretched the genetic spectrums in Chinese but also paved way for our further genetic scheme in many other regions and populations. Coexistence of syndromic and nonsyndromic hearing loss caused by the same gene is not uncommon. For example, MYO7A causes either NSHI or Usher syndrome (USH). Early‐onset hearing loss and leukoencephalopathy was reported in a patient carrying p.R477H and p.P505S in DNFB89 gene KARS (Zhou et al., 2017). We could not ascertain other syndromic symptoms in our cohort at the latest follow‐up (e.g., #2, #5, and #9). Possible explanations were as followed. First, the phenotypic manifestation mostly depends on the intrinsic pathogenesis of gene and is largely affected by many miscellaneous factors, for example, ethnic background difference, environment. Second, late onset of syndromic symptoms other than deafness are common (Zong et al., 2016) and the possibility of syndromic hearing loss in this cohort could not be ruled out. OTOF gene is frequently detected in auditory neuropathy, and otoferlin is mainly expressed under inner hair cells to modulate ribbon synapses function (Yasunaga et al., 2000). Some common alleles in OTOF with founder effect were revealed. For example, p.Q829X accounted for 4.4% of hearing loss in Spain (Migliosi et al., 2002), while the Japanese carried a common variant p.R1939Q (56.5%) (Matsunaga et al., 2012). Similar to our findings, the c.5098G>C was mainly shared by Chinese (Chiu et al., 2010). Considering its prevalence and founder effect, the incorporation of c.5098G>C into general genetic screening may gain some benefit in Chinese patients with auditory neuropathy in the future. The novel variant MYO7A c.1003+1G>A is within the intronic region predicted to result in mRNA mis‐splicing, a process occurred in many known MOY7A mutations (e.g., c.470G>A, c.1342_1343delAG, c.5856G>A, and c.3652G>A) (Aparisi et al., 2013). Another residue p.G158W would force the local backbone into an incorrect conformation and break the unique torsion angle at protein level. Combined with their high conservation and parental analysis, both variants MOY7A c.1003+1G>A/c.474G>C were concluded to co‐segregate with the phenotype of sensorineural hearing loss. Mutations in MYO7A cause different phenotypes from isolated hearing loss to USH. There is conflicting evidence of whether recessive inherited hearing loss is an isolated phenotype or part of the USH in MYO7A carriers. Delay‐onset of visual lesions indicative of USH in nonsyndromic hearing loss frequently occurs (Zina et al., 2001; Zong et al., 2016). Thus, the ophthalmic symptoms in II:1 in family #2 should be closely followed up. KARS gene encodes a lysyl‐transfer ribonucleic acid synthetase to catalyze the aminoacylation of tRNA‐Lys in the cytoplasm and mitochondria (Tolkunova et al., 2000). KARS protein locates in the spiral ligament, Deiters' cells, the sulcus epithelium, the basilar membrane, and spiral limbus in inner ear (Santos‐Cortez et al., 2013). The associated clinical phenotype is heterogeneous. Mutation in KARS gene associated with only hearing loss is extremely rare (Santos‐Cortez et al., 2013). Additional syndromic symptoms varied from peripheral nerve disorder disease (McLaughlin et al., 2010), leukoencephalopathy (Zhou et al., 2017), and progressive microcephaly to cognitive impairment (McMillan et al., 2015). The KARS mutation c.1212_1220del/c.1570T>C found in this study was predicted to be associated with nonsyndromic hearing loss in family #5. Both patients were finally subjected to cochlear implantation. Other symptoms except hearing loss was absent during peri‐implantation regular examinations and at the latest follow‐up according to the medical record. The majority of MYO15A variants have been related to congenital or postlingual deafness (Zhang et al., 2019). They are frequently found in consanguineous families in Mideast countries (Doll et al., 2020; Noman et al., 2019; Shafique et al., 2014). In contrary, genetic impact of MYO15A was less reported in China (Wang et al., 2020; Zhang et al., 2019), where nonconsanguineous marriage is predominant. The frequency and spectrum of MYO15A mutations in Chinese are largely unknown. The homozygous mutation MYO15A c.3926A>T in family #8 adds to the current data. The heterozygous state in the un‐consanguineous parents suggested that the MYO15A mutation may not be uncommon in Chinese. The genetic load of MYO15A in East Asian populations is debated. For example, a relatively low frequency of 0.89% (10/1120) was reported in a study of Japanese deafness cohort (Miyagawa et al., 2015). In another study, 4% (5/125) was found in a Chinese ethnic population (Yang et al., 2013). In this study, we detected a possible digenic inheritance in two USH–related genes, GPR98 and USH2A. The co‐existence of copy number variants or deletions in trans with the monoallelic variant in USH2A had been ruled out by the deafness genes panel in this study. Pedigree mapping revealed in cis configuration of alleles in GPR98. The mutants in GPR98 gene were located in trans with a single mutant allele in USH2A gene. The mutated residue GPR98 p.2106V is inferred to disturb the functional domain that is important for the main activity of the protein. Moreover, the replacement of a more hydrophobic residue by p.E3597V caused the loss of hydrogen bonds and incorrect protein folding (Venselaar et al., 2010). The mutation USH2A c.997T>C was previously detected in a patient with retinitis pigmentosa (Xu et al., 2014). Direct interactions between the two genes USH2A/GPR98 support their involvement in a molecular complex associated with the ankle links in cochlear hair cells (Michalski et al., 2007). The co‐expression and protein homology between the two genes is also suggested according to STRING interaction network (Figure 3). Research about the interactive effect between these two genes will be significant. USH2A, GPR98, and WHRN genes encode a cell adhesion protein, a G‐protein‐coupled receptor and a scaffold protein, respectively. The three types of proteins form a protein complex which is expressed in photoreceptors (Yang et al., 2010) and cochlear hair cells (Michalski et al., 2007; Zou et al., 2014). USH2A, GPR98, and PDZD7 may interact with each other to during the initial formation of the USH2 complex to function in the ankle links (Zou et al., 2014). Loss of any one of these proteins will reduce expression of the other two proteins (Yang et al., 2010). These findings support the possibility of digenic inheritance of GPR98/USH2A in family #9. The development of nonsyndromic hearing loss to USH is not a rare phenomenon, and retinitis pigmentosa usually occurs post puberty. Thus, it was reasonable that this proband was only hearing affected. Similarly, Kim et al. (2015) reported digenic mutants in two USH genes (GPR98/PDZD7) in a 26‐month‐old child, who showed isolated mild to moderate sensorineural hearing loss. Further investigation of the underlying mechanism of double USH gene mutations in hearing in these cases is advised. One major limitation of us is the small sample size of this cohort, and our results did not represent a regional mutation spectrum. Moreover, the cellular or animal study not being conducted here dispute the pathogenicity of identified alleles in this study.

CONCLUSION

The candidate mutations in deafness genes were suggested to be co‐segregated in at least 57.2% of the studied pedigrees. This is the new report of rare/novel mutations causing inherited hearing loss in Chinese.

ETHICAL COMPLIANCE

This study was in accordance with the Declaration of Helsinki and approved by the Institutional Review Board at the First Affiliated Hospital, Sun Yat‐sen University.

CONFLICT OF INTEREST

The authors have declared no conflict of interest.

AUTHOR'S CONTRIBUTIONS

M.L. and Y.L. collected clinical data, participated in genetic studies, data analysis, and drafted the manuscript. B.H. and J.S. collected clinical data and participated in the sequence alignment. K.C. conceived of the study, participated in its design, and coordination and manuscript review. All authors read and approved the final manuscript.
  32 in total

1.  Mutations in the OTOF gene in Taiwanese patients with auditory neuropathy.

Authors:  Yu-Hsun Chiu; Chen-Chi Wu; Ying-Chang Lu; Pei-Jer Chen; Wen-Yuan Lee; Alyssa Yan-Zhen Liu; Chuan-Jen Hsu
Journal:  Audiol Neurootol       Date:  2010-03-11       Impact factor: 1.854

2.  Deletion of PDZD7 disrupts the Usher syndrome type 2 protein complex in cochlear hair cells and causes hearing loss in mice.

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3.  Mutations in the MYO15A gene are a significant cause of nonsyndromic hearing loss: massively parallel DNA sequencing-based analysis.

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4.  Compound heterozygous MYO7A mutations segregating Usher syndrome type 2 in a Han family.

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Journal:  Hum Genet       Date:  2014-06-18       Impact factor: 4.132

6.  Ablation of whirlin long isoform disrupts the USH2 protein complex and causes vision and hearing loss.

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Journal:  PLoS Genet       Date:  2010-05-20       Impact factor: 5.917

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Authors:  Xiao-Long Zhou; Long-Xia He; Li-Jia Yu; Yong Wang; Xi-Jin Wang; En-Duo Wang; Tao Yang
Journal:  Hum Mutat       Date:  2017-09-29       Impact factor: 4.878

8.  SWISS-MODEL: homology modelling of protein structures and complexes.

Authors:  Andrew Waterhouse; Martino Bertoni; Stefan Bienert; Gabriel Studer; Gerardo Tauriello; Rafal Gumienny; Florian T Heer; Tjaart A P de Beer; Christine Rempfer; Lorenza Bordoli; Rosalba Lepore; Torsten Schwede
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9.  Study of USH1 splicing variants through minigenes and transcript analysis from nasal epithelial cells.

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Journal:  PLoS One       Date:  2013-02-25       Impact factor: 3.240

10.  Delineation of Homozygous Variants Associated with Prelingual Sensorineural Hearing Loss in Pakistani Families.

Authors:  Muhammad Noman; Rafaqat Ishaq; Shazia A Bukhari; Zubair M Ahmed; Saima Riazuddin
Journal:  Genes (Basel)       Date:  2019-12-10       Impact factor: 4.096

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  1 in total

1.  Report of rare and novel mutations in candidate genes in a cohort of hearing-impaired patients.

Authors:  Min Liu; Yue Liang; Bixue Huang; Jincangjian Sun; Kaitian Chen
Journal:  Mol Genet Genomic Med       Date:  2022-02-01       Impact factor: 2.183

  1 in total

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