Literature DB >> 25242383

Identification of I411K, a novel missense EYA4 mutation causing autosomal dominant non‑syndromic hearing loss.

Minxing Tan1, Xiaofei Shen1, Jun Yao2, Qinjun Wei2, Yajie Lu2, Xin Cao2, Guangqian Xing1.   

Abstract

Hearing loss is the most common sensory deficit in humans and gaining a better understanding of the underlying causes is necessary to improve counseling and rehabilitation. In the present study, a genetic analysis of a Chinese family with autosomal dominant non‑syndromic progressive hearing impairment was conducted and assessed. Whole‑exome sequencing in combination with a co‑segregation analysis identified a novel missense mutation in EYA4 exon 15 (c.T1301A; p.I411K). The mutation segregated with the hearing loss of the family. This mutation was not identified in the databases of 1000 genome Project, dbSNP 130, HapMap and YH project or in matched controls. Bioinformatic analysis confirmed the pathogenic effects of this mutation. To the best of our knowledge, this is the first report to provide a description of a missense mutation in the EYA4 gene resulting in non‑syndromic hearing loss. Our results provide additional molecular and clinical information in order to gain improved understanding of the pathogenesis of EYA4 mutations and the genotype‑phenotype correlations of DFNA10 hearing loss.

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Year:  2014        PMID: 25242383      PMCID: PMC4214331          DOI: 10.3892/ijmm.2014.1939

Source DB:  PubMed          Journal:  Int J Mol Med        ISSN: 1107-3756            Impact factor:   4.101


Introduction

Hearing loss is the most common sensory deficit in humans, affecting 278 million individuals worldwide and 1 in 500 newborns (1,2). Over 60% of hearing loss is caused by genetic factors, 70% of which is non-syndromic (3,4). The majority of non-syndromic hearing loss (NSHL) shows an autosomal recessive inheritance pattern (75–80%) and in 10–15% of cases the inheritance pattern is autosomal-dominant (5). At present, 54 different genetic loci for autosomal-dominant NSHL have been mapped and 28 genes have been cloned (http://hereditaryhearingloss.org). DFNA10 is the tenth genetic locus identified for autosomal-dominant NSHL, which was mapped by linkage analysis on an American family in 1996 to chromosome 6q22.3-q23.2 (6). By further studying this American family and another unrelated Belgian family, Wayne et al (7) identified Eyes absent 4 (EYA4), a member of the vertebrate EYA4 gene family of transcriptional activators, as the causative gene in 2001. The EYA4 gene encodes a 640 amino acid protein, which includes a highly conserved 271 amino acid carboxy terminus termed the eya-homologous region (eyaHR) and a more divergent proline-serine-threonine (PST)-rich transactivation domain at the amino terminus (eya variable region, eyaVR) (8). The EYA proteins are components of a conserved regulatory network involved in cell-fate determination in organisms ranging from insects to humans (9). In higher animals, this network is often referred to as the Pax-Six-Eya-Dach network (PSEDN) to better reflect the vertebrate genes/proteins involved. PSEDN is both a purely transcriptional and a signal transductional network. The eyaHR and SIX family transcription factors interact to form transcriptional complexes that regulate the expression of target genes required for the development and maturation of the organ of Corti (7). At present, six families were identified with segregation of NSHL linked to the DFNA10 locus (7,10–13). The pedigrees shared a similar phenotype: late-onset, progressive, sensorineural hearing loss (SNHL), age of onset varying from 6 to 50 years old; at onset, hearing losses were mainly situated at the midfrequencies; with increasing age, all frequencies became affected; the hearing loss was initially mild, with a spontaneous evolution to a moderate or severe hearing impairment (14). The reported EYA4 mutations produced truncated proteins, although the eyaHR component was missing (13). In the present study, we presented a Chinese pedigree with a novel missense EYA4 mutation, shedding new light on the pathogenic mechanism of EYA4 mutations.

Materials and methods

Family and clinical evaluation

A Chinese family classified as JSNY-023 of Han origin (Fig. 1) presented with late-onset, progressive hearing loss. Approval for the study was obtained from the Ethics Committee of the Nanjing Medical University for Human Studies. Informed consent was obtained from the participants or the parents of minors. All the individuals were evaluated through otological examination and audiological evaluations including pure-tone audiometry, immittance, auditory brainstem response (ABR), and distortion product otoacoustic emissions (DPOAEs). Medical histories, including degree of hearing loss, age of onset, progression of hearing impairment, use of aminoglycosides, noise exposure and other relevant clinical manifestations, were collected by means of a questionnaire. Information on deceased family members was obtained from relatives. High-resolution CT scan of the temporal bone, electrocardiography and echocardiography were conducted on the proband (V-5).
Figure 1

Pedigree of JSNY-023. Open symbols, unaffected; solid symbols, affected; symbols with dashed line, deceased; arrow indicates the proband.

Peripheral blood samples were obtained from the 23 family members (9 affected and 14 unaffected). Genomic DNA was extracted using the blood genomic DNA extraction kit (DP319; Tiangen Biotech, Beijing, China) following the manufacturer’s instructions. Prior to whole-exome sequencing, the frequent deafness genes (GJB2, SLC26A4, GJB3 and MT-RNR1) present in Chinese populations were excluded as the causative factor in the proband, by direct PCR-Sanger sequencing. Samples from 148 unrelated normal-hearing individuals and 53 sporadic NSHL patients were also collected and served as controls.

Whole-exome sequencing and variation analysis

The genomic DNA of three affected individuals (IV-9, IV-12 and V-5) and one normal-hearing member (IV-13) from family JSNY-023 was enriched using the Agilent SureSelect Human All Exon kit V1.0 (Agilent Technologies Inc., Santa Clara, CA, USA). The captured DNA libraries were loaded onto the Illumina HiSeq 2000 for sequencing. Base calling was performed with Illumina base calling software V1.7 and the sequence of each subject was generated as 90-bp pair-end reads. The sequenced raw data were aligned to UCSC hg19 with SOAPaligner. Subsequently, the clean reads located in the target region were collected and the duplicate reads were filtered out. Sequencing quality was initially evaluated based on the Illumina GERALD report. The quality of the reads and the consensus sequence were calculated by SOAPsnp. SNPs and Indels (insertions and deletions) were passed to the Genome Analysis Toolkit (GATK 1.0.4705) for identification of breakpoints. Single nucleotide variants (SNVs) and Indels were filtered against exome data from the 1000 Genome Project (1000 genomes release_20100804), dbSNP 130 (http://hgdownload.cse.ucsc.edu/goldenPath/hg18/database/snp130.txt.gz.), a HapMap (2010-08_phaseII+III) with a minor allele frequency of >0.5%, and the YH project, respectively. SNPs and Indels affecting the coding sequence were annotated using Seattle Seq annotation to predict the protein function effect of the variants.

Sanger sequencing

Sanger sequencing was performed to determine whether any of the candidate gene variants co-segregated with the hearing loss of this family. Primers flanking the candidate loci were designed with Primer 5.0 software. As for the analysis of the suspected EYA4 mutation, PCR primers were used: Forward, 5′-CCAAGAGTGAGG CAATGAG-3′ and reverse, 5′-TCGGTACTGTAACACC CAAA-3′. The shared variants of three affected individuals after filtering were PCR amplified and analyzed on an automated sequencer (ABI 3730 Applied Biosystems). Sequencing data were compared pair-wisely with the Human Genome database.

Bioinformatic analysis

Three-dimensional (3D) structures for human wild-type EYA4 protein and its mutant (p.I411K) were predicted using the SWISS-MODEL (http://swissmodel.expasy.org/). Structure optimization and modifications were made with Visual Molecular Dynamics software support. Functional consequences of the protein variant were evaluated with PolyPhen2 (http://genetics.bwh.harvard.edu/pph2/) and SIFT (http://siftdna.org/www/Extended_SIFT_chr_coords_submit.html).

Results

Clinical findings

The pedigree of the family includes 59 members in five generations and shows autosomal-dominant inheritance. Fourteen individuals were diagnosed as having hereditary SNHL by complete audiological evaluation and medical history collection. Of nine affected individuals available for the present study, the self-reported age at onset of hearing loss ranged from 8 to 38 years. Pure tone audiograms showed that they exhibited bilaterally symmetric, mild to severe SNHL (Table I). At onset, hearing impairment was usually mild and detected at the mid-frequencies, resulting in an audiometric profile commonly referred to as a ‘cookie-bite’ pattern. Along with progression, hearing loss began to involve other frequencies. Other audiological examinations including immittance, ABR and DPOAEs in affected individuals revealed cochlear involvement. Aside from hearing loss, the patients were phenotypically normal. None of the patients complained of vestibular symptom. Imaging studies of the temporal bone and cardiac examinations of the proband were normal.
Table I

Summary of clinical data for affected individuals of family JSNY-023.

Age (years) (dBHL)Pure-tone averagea


SubjectsGenderAt testingAt onsetLeftRightAudiogram shapeDegree of hearing loss
III-1Male513841.2545Flat-slopingModerate
III-9Female642083.7571.25FlatSevere
III-11Male573056.2558.75Flat-slopingModerate-severe
IV-1Male313127.528.75Cookie-biteMild
IV-9Male39186062.5Flat-slopingModerate-severe
IV-11Male351866.563.75Flat-slopingModerate-severe
IV-12Male352061.2561.25Flat-slopingModerate-severe
IV-14Female333231.2533.75Cookie-biteMild
V-5Male1084038.75Cookie-biteMild

Pure-tone average was calculated by hearing threshold levels in speech frequencies 0.5, 1, 2 and 4 kHz.

Exome sequencing and variant analysis

Whole-exome sequencing was performed to three affected individuals and one family spouse for identification of potential variants (Table II). After mapping to the human genome reference sequence (NCBI Build 36.3, hg19), we identified on average 147,635 SNPs and 11,994 Indels in coding regions or introns. Given that these patients were related and expected to share the disease-causing variant, a total of 10,054 variants were screened among them. Of those, 69 variants, including 51 non-synonymous SNPs, splice acceptor and donor sites, and 18 Indels, were predicted to potentially have a functional impact on the gene. Through Sanger sequencing and co-segregation analysis, we eventually identified 20 variants (including 14 rare SNPs and 6 Indels) in presented sequences that co-segregated with the deafness phenotype in the 3 patients (Table III).
Table II

Summary of exome sequencing data for each sample.

Subjects

Exome capture statisticsIV-13IV-9IV-12V-5
Total effective data yield (Mb)6619.478094.358093.938104.01
Total effective reads66194702809434528093934881040066
Uniquely mapping reads rate84.19%84.10%83.90%83.87%
No-mismatch mapping reads rate71.79%72.18%70.18%71.05%
Mismatch alignment bases rate0.49%0.47%0.52%0.51%
The ratio of reads alignment to reference genome98.49%98.25%98.11%98.51%
Capture efficiency rate on target regions62.57%62.25%56.66%62.04%
Capture efficiency rate on or near ±150 target regions68.17%66.68%61.66%67.64%
Capture efficiency rate on or near ±500 target regions69.00%67.55%62.76%68.49%
Mean coverage sequencing depth on official target55676167
Fraction of official target covered95.67%95.57%96.57%96.16%
Fraction of official target covered with at least 4X93.30%93.24%93.81%94.00%
Fraction of official target covered with at least 10X89.93%90.31%90.76%91.22%
Fraction of official target covered with at least 20X83.24%84.59%84.93%86.10%
Table III

Candidate variants shared by three affected individuals.

No.ChromosomePositionReferenceChangeGeneSubstitution
1chr3108220603CTMYH15V119M
2chr6109763791CTSMPD2R152C
3chr6133833878TAEYA4I411K
4chr7127014845GAZNF800P182L
5chr7131195709GAPODXLT195M
6chr817409321CTSLC7A2T294M
7chr1252714915CTKRT83G69S
8chr1388329945CGSLITRK5R768G
9chr1492482108CTTRIP11R252Q
10chr14105416749GAAHNAK2S1680L
11chr164848143CTROGDIV192I
12chr1688498341CTZNF469P1460L
13chr1911942931TCZNF440C314R
14chr2147754587CTPCNTR182C
15chr3111261145-+TCD96Insertion
16chr3156527065T-PA2G4P4Deletion
17chr5111496904C-EPB41L4A-AS1Deletion
18chr1157995879G-OR10Q1Deletion
19chr1161511925-+GDAGLAInsertion
20chr1492471390-+TTRIP11Insertion

Bold denotes the EYA4 I411K mutation.

Verification of EYA4 mutation

We performed segregation analysis by Sanger sequencing on the 14 SNPs and 6 Indels, using the available 9 clinically affected subjects and 14 phenotypically normal relatives of family JSNY-023. Analyses of the EYA4 gene identified a heterozygous T>A missense mutation (c.T1301A) in exon 15 (Fig. 2A), result in an isoleucine to lysine substitution (p.I411K). This mutation was present in the affected family members and three unaffected relatives aged <6 (V-1, V-4 and V-7), and absent in another 11 phenotypically normal relatives, 148 unrelated control subjects and 53 sporadic patients of Chinese background. Thus, the mutation c.T1301A in EYA4 was faithfully co-segregated with the hearing loss phenotype of this family. The isoleucine residue at 411 in EYA4 is highly conserved across human, dog, chimpanzee, mouse, guinea pig, horse, cat, elephant, finch and zebrafish (Fig. 2B). By 3D structure modeling, the mutation p.I411K was detected to change the shape of protein in this region (Fig. 3). Functional consequences of the protein variant predicted to be damaging, were evaluated with SIFT and PolyPhen2 (with a score of 0.953).
Figure 2

Novel p.I411K mutation identified in JSNY-023 family. (A) Partial sequence chromatograms of EYA4 exon 15 in unaffected (upper panel) and affected (lower panel) family members. (B) Multiple amino acid sequence alignment of EYA4 protein showing high conservation of the I411 across species.

Figure 3

Comparison of (A) normal and (B) mutated EYA4 predicted structures.

Aside from mutation c.T1301A in EYA4 gene, none of the other 19 candidate variants was detected to be co-segregated with the hearing loss phenotype of family JSNY-023.

Discussion

In the present study, whole-exome sequencing combined with co-segregation analysis identified a novel EYA4 mutation, c.T1301A, in a Chinese family with autosomal-dominant NSHL, which predicts an isoleucine-to-lysine substitution (p.I411K). The following evidence suggests that the novel missense mutation is pathogenic rather than a benign polymorphism. Firstly, the variant co-segregated with the phenotype of DFNA10 in the affected family members and was not detected in the panel of 148 unrelated normal controls. Secondly, the isoleucine residue at 411 in EYA4 was highly conserved across species. The p.I411K variant is located at eyaHR, which is crucial for the function of the protein. This mutation is predicted to be damaging by both SIFT and PolyPhen2. Thirdly, according to Fleming et al (15), non-conservative substitutions at fixed or conservative sites and conservative substitutions at fixed sites are likely to affect function in humans. It was believed that EYA4 mutations led to syndromic and non-syndromic SNHL. Six human EYA4 mutations including two non-sense mutations, three frameshift mutations and one splice site mutation have been previously reported to cause dominant NSHL (7,10–13), none of which has an associated cardiac phenotype. These mutations produced truncated proteins with a missing eyaHR component. In addition, EYA4 mutation was also reported to cause dilated cardiomyopathy accompanying SNHL in a single large family. In this family, a 4,846-bp genomic deletion was detected that resulted in loss of the eya domain (eyaHR) as well as part of the variable region (eyaVR) (16). In the present family, the hearing loss phenotype is similar to that which has been reported for DFNA10 hearing loss, i.e., late-onset, progressive, sensorineural and non-syndromic, and the novel c.T1301A mutation creates a p.I411K substitution in the eyaHR. To the best of our knowledge, this is the first report of a missense mutation in EYA4 leading to DFNA10 hearing loss. Our results provide support for the hypothesis that the deafness phenotype (syndromic or non-syndromic) is correlated with the EYA4 mutation position: Mutations affecting only the eya domain cause SNHL alone, whereas mutations affecting the eya domain and variable region lead to SNHL and cardiac phenotype (12,16). The molecular pathogenic mechanism of NSHL associated with EYA4 mutations remains to be found, but may involve loss of gene function and haploinsufficiency through reduced gene dosage, expression or protein activity. EYA proteins interact with members of SIX and DACH protein families in a conserved network that regulates the early embryonic development and post-developmentally continued function of the mature organ of Corti (7). The haploinsufficiency of EYA4 may lead to inadequate cochlear transcriptional regulation and function maintenance (11,13), causing SNHL, even if the mutant proteins are present in the cells and partially functional (16). In addition, members of the eya gene family were suggested to induce apoptosis by triggering the caspase-dependent and -independent pathways (17). Abnormal ear functions of cochlea and vestibule, have been shown in caspase-3-deficient mice (18). Thus, the apoptotic deficiency due to EYA4 mutation may also be involved in human DFNA10 hearing loss (10). Wang et al (19) indicated that Eya4 regulates Na+/K+-ATPase, which is crucial for the development of mechanosensory cells of the inner ear and the maintenance of cardiac function in zebrafish, which potentially provides a mechanism by which human EYA4 mutations cause hearing loss and heart disease. Makishima et al (12) have found that several genetic or environmental factors may modify the DFNA10 phenotype. In family JSNY-023, the reported age of onset was 8 years in the proband, which was 10 years earlier than the second early age of onset (Table I). Further insights showed that other affected individuals from the same branch (III-9, IV-9, IV-11 and IV-12) shared an earlier onset age than those members from the extended family (III-1, III-11, IV-1 and IV-14). This phenomenon suggests that except for EYA4, other genes potentially contribute to the phenotype. There were three phenotypically normal individuals (V-1, V-4 and V-7), aged <6 in this family who tested positive for the EYA4 mutation. Their onset of hearing loss is anticipated during follow-up, which may support the finding. In conclusion, we have identified a novel DFNA10 mutation, p.I411K, in a Chinese family. To the best of our knowledge, it is the first description of a missense mutation in EYA4 gene leading to NSHL. The mutation affects one single amino acid in the eya domain which is highly conserved across species. Our results provide additional molecular and clinical information to gain a better understanding of the pathogenesis of EYA4 mutations and the genotype-phenotype correlations of DFNA10 hearing loss.
  19 in total

1.  Audiometric analysis of a Belgian family linked to the DFNA10 locus.

Authors:  M Verstreken; F Declau; I Schatteman; D Van Velzen; K Verhoeven; G Van Camp; P J Willems; E W Kuhweide; E Verhaert; P D'Haese; F L Wuyts; P H Van de Heyning
Journal:  Am J Otol       Date:  2000-09

2.  A gene for autosomal dominant late-onset progressive non-syndromic hearing loss, DFNA10, maps to chromosome 6.

Authors:  M E O'Neill; J Marietta; D Nishimura; S Wayne; G Van Camp; L Van Laer; C Negrini; E R Wilcox; A Chen; K Fukushima; L Ni; V C Sheffield; R J Smith
Journal:  Hum Mol Genet       Date:  1996-06       Impact factor: 6.150

Review 3.  The Eyes Absent proteins in development and disease.

Authors:  Emmanuel Tadjuidje; Rashmi S Hegde
Journal:  Cell Mol Life Sci       Date:  2012-09-13       Impact factor: 9.261

4.  A 4-bp insertion in the eya-homologous region (eyaHR) of EYA4 causes hearing impairment in a Hungarian family linked to DFNA10.

Authors:  Markus Pfister; Tímea Tóth; Holger Thiele; Birgit Haack; Nikolaus Blin; Hans-Peter Zenner; István Sziklai; Peter Nürnberg; Susan Kupka
Journal:  Mol Med       Date:  2002-10       Impact factor: 6.354

5.  Misexpression of the eyes absent family triggers the apoptotic program.

Authors:  S Wesley Clark; Brian E Fee; John L Cleveland
Journal:  J Biol Chem       Date:  2001-11-07       Impact factor: 5.157

Review 6.  Sensorineural hearing loss in children.

Authors:  Richard J H Smith; James F Bale; Karl R White
Journal:  Lancet       Date:  2005 Mar 5-11       Impact factor: 79.321

7.  Understanding missense mutations in the BRCA1 gene: an evolutionary approach.

Authors:  Melissa A Fleming; John D Potter; Christina J Ramirez; Gary K Ostrander; Elaine A Ostrander
Journal:  Proc Natl Acad Sci U S A       Date:  2003-01-16       Impact factor: 11.205

Review 8.  Hereditary deafness and phenotyping in humans.

Authors:  Maria Bitner-Glindzicz
Journal:  Br Med Bull       Date:  2002       Impact factor: 4.291

Review 9.  Nonsyndromic hearing loss.

Authors:  Lut Van Laer; Kim Cryns; Richard J H Smith; Guy Van Camp
Journal:  Ear Hear       Date:  2003-08       Impact factor: 3.570

10.  EYA4, a novel vertebrate gene related to Drosophila eyes absent.

Authors:  G Borsani; A DeGrandi; A Ballabio; A Bulfone; L Bernard; S Banfi; C Gattuso; M Mariani; M Dixon; D Donnai; K Metcalfe; R Winter; M Robertson; R Axton; A Brown; V van Heyningen; I Hanson
Journal:  Hum Mol Genet       Date:  1999-01       Impact factor: 6.150

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1.  Genome-first approach to rare EYA4 variants and cardio-auditory phenotypes in adults.

Authors:  Shadi Ahmadmehrabi; Binglan Li; Joseph Park; Batsal Devkota; Marijana Vujkovic; Yi-An Ko; David Van Wagoner; W H Wilson Tang; Ian Krantz; Marylyn Ritchie; Jason Brant; Michael J Ruckenstein; Douglas J Epstein; Daniel J Rader
Journal:  Hum Genet       Date:  2021-03-21       Impact factor: 4.132

2.  Evaluation of the contribution of the EYA4 and GRHL2 genes in Korean patients with autosomal dominant non-syndromic hearing loss.

Authors:  Ye-Ri Kim; Min-A Kim; Borum Sagong; Seung-Hyun Bae; Hyo-Jeong Lee; Hyung-Jong Kim; Jae Young Choi; Kyu-Yup Lee; Un-Kyung Kim
Journal:  PLoS One       Date:  2015-03-17       Impact factor: 3.240

3.  Exome Sequencing Identifies a Mutation in EYA4 as a Novel Cause of Autosomal Dominant Non-Syndromic Hearing Loss.

Authors:  Fei Liu; Jiongjiong Hu; Wenjun Xia; Lili Hao; Jing Ma; Duan Ma; Zhaoxin Ma
Journal:  PLoS One       Date:  2015-05-11       Impact factor: 3.240

4.  A novel EYA4 mutation causing hearing loss in a Chinese DFNA family and genotype-phenotype review of EYA4 in deafness.

Authors:  Aiping Huang; Yongyi Yuan; Yanping Liu; Qingwen Zhu; Pu Dai
Journal:  J Transl Med       Date:  2015-05-12       Impact factor: 5.531

5.  Genetic Etiology Study of Ten Chinese Families with Nonsyndromic Hearing Loss.

Authors:  Songqun Hu; Feifei Sun; Jie Zhang; Yan Tang; Jinhong Qiu; Zhixia Wang; Luping Zhang
Journal:  Neural Plast       Date:  2018-07-05       Impact factor: 3.599

6.  Sensorineural hearing loss and mild cardiac phenotype caused by an EYA4 mutation.

Authors:  Satoko Abe; Hidehiko Takeda; Shin-Ya Nishio; Shin-Ichi Usami
Journal:  Hum Genome Var       Date:  2018-08-22

7.  Novel EYA4 variant in Slovak family with late onset autosomal dominant hearing loss: a case report.

Authors:  Lukas Varga; Daniel Danis; Martina Skopkova; Ivica Masindova; Zuzana Slobodova; Lucia Demesova; Milan Profant; Daniela Gasperikova
Journal:  BMC Med Genet       Date:  2019-05-17       Impact factor: 2.103

8.  Prevalence and clinical features of hearing loss caused by EYA4 variants.

Authors:  Jun Shinagawa; Hideaki Moteki; Shin-Ya Nishio; Kenji Ohyama; Koshi Otsuki; Satoshi Iwasaki; Shin Masuda; Chie Oshikawa; Yumi Ohta; Yasuhiro Arai; Masahiro Takahashi; Naoko Sakuma; Satoko Abe; Yuika Sakurai; Hirofumi Sakaguchi; Takashi Ishino; Natsumi Uehara; Shin-Ichi Usami
Journal:  Sci Rep       Date:  2020-02-27       Impact factor: 4.379

9.  Insights into the pathophysiology of DFNA10 hearing loss associated with novel EYA4 variants.

Authors:  Matias Morín; Lucía Borreguero; Kevin T Booth; María Lachgar; Patrick Huygen; Manuela Villamar; Fernando Mayo; Luis Carlos Barrio; Luciana Santos Serrão de Castro; Carmelo Morales; Ignacio Del Castillo; Beatriz Arellano; Dolores Tellería; Richard J H Smith; Hela Azaiez; M A Moreno Pelayo
Journal:  Sci Rep       Date:  2020-04-10       Impact factor: 4.379

10.  Detection and Functional Verification of Noncanonical Splice Site Mutations in Hereditary Deafness.

Authors:  Penghui Chen; Longhao Wang; Yongchuan Chai; Hao Wu; Tao Yang
Journal:  Front Genet       Date:  2021-12-08       Impact factor: 4.599

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