Jing Zhang1,2, Jing Guan3, Hongyang Wang1, Linwei Yin4, Dayong Wang1, Lidong Zhao1, Huifang Zhou2, Qiuju Wang5. 1. Chinese PLA Institute of Otolaryngology, Chinese PLA General Hospital, Medical School of Chinese PLA, 28 Fuxing Road, Beijing, 100853, China. 2. Department of Otolaryngology of Tianjin Medical University General Hospital, Tianjin, 300052, China. 3. Chinese PLA Institute of Otolaryngology, Chinese PLA General Hospital, Medical School of Chinese PLA, 28 Fuxing Road, Beijing, 100853, China. ggy3u@126.com. 4. BGI-Shenzhen, Shenzhen, 518120, China. 5. Chinese PLA Institute of Otolaryngology, Chinese PLA General Hospital, Medical School of Chinese PLA, 28 Fuxing Road, Beijing, 100853, China. wqcr301@vip.sina.com.
Abstract
BACKGROUND: MYO15A variants are responsible for human non-syndromic autosomal recessive deafness (DFNB3). The majority of MYO15A variants are associated with a congenital severe-to-profound hearing loss phenotype, except for MYO15A variants in exon 2, which cause a milder auditory phenotype, suggesting a genotype-phenotype correlation of MYO15A. However, MYO15A variants not in exon 2 related to a milder phenotype have also been reported, indicating that the genotype-phenotype correlation of MYO15A is complicated. This study aimed to provide more cases of MYO15A variation with diverse phenotypes to analyse this complex correlation. METHODS: Fifteen Chinese autosomal recessive non-syndromic hearing loss (ARNSHL) individuals with MYO15A variants (8 males and 7 females) from 14 unrelated families, identified by targeted gene capture of 127 known candidate deafness genes, were recruited. Additionally, we conducted a review of the literature to further analyses all reported MYO15A genotype-phenotype relationships worldwide. RESULTS: We identified 16 novel variants and 12 reported pathogenic MYO15A variants in 15 patients, two of which presented with a milder phenotype. Interestingly, one of these cases carried two reported pathogenic variants in exon 2, while the other carried two novel variants not in exon 2. Based on our literature review, MYO15A genotype-phenotype correlation analysis showed that almost all domains were reported to be correlated with a milder phenotype. However, variants in the N-terminal domain were more likely to cause a milder phenotype. Using next-generation sequencing (NGS), we also found that the number of known MYO15A variants with milder phenotypes in Southeast Asia has increased in recent years. CONCLUSION: Our work extended the MYO15A variant spectrum, enriched our knowledge of auditory phenotypes, and tried to explore the genotype-phenotype correlation in different populations in order to investigate the cause of the complex MYO15A genotype-phenotype correlation.
BACKGROUND:MYO15A variants are responsible for humannon-syndromic autosomal recessive deafness (DFNB3). The majority of MYO15A variants are associated with a congenital severe-to-profound hearing loss phenotype, except for MYO15A variants in exon 2, which cause a milder auditory phenotype, suggesting a genotype-phenotype correlation of MYO15A. However, MYO15A variants not in exon 2 related to a milder phenotype have also been reported, indicating that the genotype-phenotype correlation of MYO15A is complicated. This study aimed to provide more cases of MYO15A variation with diverse phenotypes to analyse this complex correlation. METHODS: Fifteen Chinese autosomal recessive non-syndromic hearing loss (ARNSHL) individuals with MYO15A variants (8 males and 7 females) from 14 unrelated families, identified by targeted gene capture of 127 known candidate deafness genes, were recruited. Additionally, we conducted a review of the literature to further analyses all reported MYO15A genotype-phenotype relationships worldwide. RESULTS: We identified 16 novel variants and 12 reported pathogenic MYO15A variants in 15 patients, two of which presented with a milder phenotype. Interestingly, one of these cases carried two reported pathogenic variants in exon 2, while the other carried two novel variants not in exon 2. Based on our literature review, MYO15A genotype-phenotype correlation analysis showed that almost all domains were reported to be correlated with a milder phenotype. However, variants in the N-terminal domain were more likely to cause a milder phenotype. Using next-generation sequencing (NGS), we also found that the number of known MYO15A variants with milder phenotypes in Southeast Asia has increased in recent years. CONCLUSION: Our work extended the MYO15A variant spectrum, enriched our knowledge of auditory phenotypes, and tried to explore the genotype-phenotype correlation in different populations in order to investigate the cause of the complex MYO15A genotype-phenotype correlation.
Sensorineural hearing loss (SNHL) is one of the most common sensory defects, affecting approximately 466 million people worldwide, 34 million of whom are children (http://www.who.int/). More than 50% of congenital hearing impairment cases are attributable to genetic factors, with more than 100 syndromic and non-syndromic genes known to date. Non-syndromic hearing loss (NSHL) is further categorized as autosomal dominant, autosomal recessive, X-linked, Y-linked or mitochondrial hearing loss. Autosomal recessive non-syndromic hearing loss (ARNSHL) accounts for up to 70% of NSHL. As of Jan 2019, more than 70 genes have been reported to be responsible for ARNSHL (http://hereditaryhearingloss.org/). Variants of GJB2, SLC26A4, MYO15A, OTOF, CDH23, MYO7A, TMC1, HGF and CIB are worldwide major contributors to ARNSHL [1], and myosin 15A (MYO15A, MIM: 602666) gene variants are the third or fourth most frequent causes of ARNSHL [2]. According to previous reports, the prevalence of MYO15A variants was 3~9.9% (19/557) among Turkish ARNSHL patients, 5.7% among Pakistani patients [1], 5.7% among Iranian patients [3], 2.71% among Korean patients, 1.67% among Japanese patients (10/600) and 2.6% among Chinese patients.Encoded by MYO15A, myosin XVa is a member of the unconventional myosin superfamily and plays an indispensable role in the graded elongation of stereocilia and actin organization in hair cells of the inner ear, which are essential for normal hearing function [4]. As a result, MYO15A variants are responsible for non-syndromic autosomal recessive deafness (DFNB3, OMIM 600316) in humans, whereas variants of homologous Myo15 genes lead to deafness and vestibular dysfunction in mice (shaker-2) [5-8].Initially, the majority of MYO15A variants were documented in patients with severe to profound congenital sensorineural deafness phenotypes from consanguineous families in the Middle East and Southeast Asia. However, with the recent development of next-generation sequencing (NGS), the reported number of MYO15A variants has sharply increased in other countries and regions, such as East Asia and Europe. Contrary to previous reported severe auditory phenotypes, partial deafness with residual hearing at low frequencies was reported, always associated with pathologic variants in exon 2 affecting the encoding of the N-terminal domain. Interestingly, recent studies have reported that some variants of MYO15A affecting the function of other domains, which were expected to bring about congenital severe to profound hearing loss, also were observed to result in various milder auditory phenotypes [9, 10].In the present study, we reported 15 Chinese MYO15A variant cases from 14 unrelated ARNSHL families and identified 16 novel variants and 12 MYO15A variants in total by targeted gene capture and high-throughput sequencing. Additionally, we analysed all reported MYO15A genotype-phenotype relationships worldwide through a review of the literature. Our work extended the MYO15A variant spectrum, enriched our knowledge of auditory phenotypes, and tried to explore the genotype-phenotype correlation in different populations in order to investigate the cause of the complex MYO15A genotype-phenotype correlation.
Methods
Participants
A total of 15 Chinese ARNSHL individuals, ethnic Han, with MYO15A variants (8 males and 7 females) from 14 unrelated families, were recruited by the Department of Otolaryngology, Head and Neck Surgery of the Chinese PLA General Hospital. 127 known candidate deafness genes identifications were performed with targeted gene capture.
Clinical evaluations
For auditory assessment in all subjects, otoscopy, tympanometry, acoustic reflex thresholds, distortion product otoacoustic emission (DPOAE), and pure-tone audiometry following standard protocols were included. (Behavioural observation audiometry, visual reinforcement audiometry or play audiometry for young children.) Auditory brainstem response (ABR) and auditory steady state response (ASSR) were applied if the above subjective audiometric assessments could not be performed in infants. Family history and clinical questionnaires were available from all subjects or relatives.The definition for severity of hearing impairment, according to pure-tone audiometry (PTA) of the better ear, was made based on the average hearing threshold level at four frequencies (500, 1000, 2000 and 4000 Hz) of air conduction. 26–40 dB HL were considered to be mild hearing loss; 41–55 dB HL, moderate hearing loss; 56–70 dB, moderately severe hearing loss; 71–90 dB HL, severe hearing loss; > 90 dB HL, profound hearing loss. The occurrence of hearing loss was categorized as prelingual (≤6 years) or post-lingual (> 6 years).
Targeted gene capture and high throughput sequencing
Blood DNA kit (Tiangen Biotech, Beijing, China) was used to extract Genomic DNA of all participants from peripheral blood. Targeted gene capture and high-throughput sequencing were then applied as reported thoroughly in a previous study [11]. Briefly, sequences of exons, splicing sites and flanking intron of 127 known deafness genes were captured simultaneously using a targeted genomic enrichment platform (Additional file 1: Table S1). Then the DNA library was established after performing sequencing of the target region in subjects. Targeted genes were amplified by PCR using universal primers, followed by sequencing of the PCR products through Illumina HiSeq 2000 (San Diego, California, USA). Burrows-Wheeler Aligner (BWA) (http://bio-bwa.sourceforge.net/) was applied to align reads to the NCBI37/hg19 assembly. SNPs, inserts and deletions were detected by Genome Analysis Toolkit (GATK) software and SAM tools (http://samtools.sourceforge.net/).
Mutation analysis and control screening
Potentially pathogenic variants including missense, nonsense, splice-site or frameshift variants with an allele frequency less than 0.01 were identified using the Genome Aggregation Database, the Exome Aggregation Consortium and 1000 Genomes databases. Simultaneous detection of point mutations, micro-indels, and duplications (< 20 bp) could be achieved. Pathogenicity of each missense variant was predicted using SIFT (http://sift.jcvi.org), PolyPhen-2 (http://genetics.bwh.harvard.edu/pph2/) and Mutation Taster analyses (http://www.mutationtaster.org), while, GERP++ software (http://mendel.stanford.edu/sidowlab/downloads/gerp/index.html) and PhyloP (http: //compgen.bscb.cornell.edu/phast/) were performed to estimate the evolutionary conservation of the amino acid sequence. Genotyping for candidate pathogenic variants of all family members were underwent with Sanger sequencing. A PE9700 thermocycler (Applied Biosystems, Foster City, CA) was obtained for PCR, and then sequence analysis was carried out using an ABI 3730 Genetic Analyzer on affected cases and normal controls to determine if potential pathogenic mutations in the gene were co-segregating with the disease phenotype of these families. Further, aligning sequences were performed with the NCBI Reference Sequence and DNAStar software (DNASTAR, Madison, WI) to identify variants and polymorphisms. Finally, we selected 200 blood DNA samples from Chinese Han individuals with normal hearing as ethnically matched controls.
Literature review of genotype-phenotype correlation of MYO15A variants
Relevant researches were searched through PubMed using the MeSH terms “MYO15A” and “DFNB3” up until Jan 30, 2019. Inclusion criteria: 1) original articles and 2) reports of MYO15A variants with ARNSHL in humans.
Results
Identification of MYO15A variants
We identified a total of 28 potentially pathogenic variants of MYO15A in 15 NSHL patients from 14 families, only one of which was homozygous and 14 were compound heterozygotes (Additional file 2: Figure S1). Among all 28 MYO15A variants, 16 variants were novel: 9 missense variants (p.Arg1248Trp, p.Ala1556Thr, p.Ser1583Pro, p.Ala1608Glu, p.Leu1836Pro, p.Pro2160Leu, p.Asp2608Asn, p.Arg2924His, p.Leu3501Glu), 3 splice site variants (c.4597-2A > G, c.6177 + 1G > T, c.7396-1G > A), 3 frameshift variants (p.Gln2571Hisfs*35, p.Asn2678fs, Leu2693Cysfs*45) and one nonsense variant (p.Arg1898*). Coincidentally, two families (family 1,607,486 and 707,757) in our study shared one identical novel variant, c.7396-1G > A. The remaining 12 variants were previously reported: p.Pro286Serfs*15 [12], p.Ser1176Valfs*14 [13], p.Gly1418Arg [14], p.Ser1481Pro [15-17], c.4596 + 1G > A [18], c.5964 + 3G > A [19, 20], p.Arg1993Trp [21], p.Val2266Met [22], p.Arg2775His, p.Trp2931Glyfs*103, p.Phe3420del [20, 21, 23] and p.Ser3474Gly [24]. Co-segregation of these variations with ARNSHL in the families was confirmed using Sanger sequencing. In addition, the allele frequency in the ExAC, 1000 Genomes and gnomAD databases was less than 0.01. Almost all missense variants except p.Arg2924His were predicted to be pathogenic by SIFT, Mutation Taster and PolyPhen-2. These variants were absent in 200 normal Chinese controls (Additional file 3: Table S2). One particular concern was in samples 1,607,545 (p.Pro286Serfs*15, p.Ser1176Valfs*14 and p.Asp2608Asn) and 18,023,134 (c.4597-2A > G, p.Leu2693Cysfs*45 and p.Ser3474Gly), each of which had three MYO15A variants (Table 1). In sample 1,607,545, although p.Pro286Serfs*15 and p.Ser1176Valfs*14 have been reported as pathogenic MYO15A variants [12, 13], the novel variant p.Asp2608Asn cannot yet be been ruled out because of its extremely low minor allele frequency (MAF) in multiple databases and because of pathogenicity prediction results from missense variant prediction software. Additionally, determining the pathogenicity of the Ser3474Gly variant is quite problematic due to the finding of two homozygotes with an unknown phenotype in the ExAC database and because this variant has been reported as not pathogenic in a Korean DFNB3 family [24]. Another particular concern is c.5964 + 3G > A, which has been reported three times in the Chinese population and therefore appears to be a common MYO15A variant in Chinese NSHL patients [19, 20].
Table 1
Summary of clinical data for the 15 ARNSHL patients from 14 unrelated families with MYO15A variants
Family ID
Gender
Age of test (year)
Zygosity
Nucleotide Change (NM_016239.3)
Amino Acid Change (NP_057323.3)
Protein Domain
Hearing impairment phenotype
Method of hearing rehabilitation
Age of onset (year)
Severity (PTA)
Type of audiometry
139,408
M
23
Hom
c.6479C > T
p.Pro2160Leu
MyTH4 1
Congenital
Profound
Flat
CI(L)
1,507,361
M
3
Het
c.6796G > A
p.Val2266Met
Other
Congenital
Profound
Flat
HA(Bi)
c.8771G > A
p.Arg2924His
SH3
1,507,382
M
6
Het
c.4666G > A
p.Ala1556Thr
Motor
Pre-lingual(5 yr) progressive
Severe / residual hearing of low frequencies
Down-sloping
HA(Bi)
c.6177 + 1G > T
Splice site
Other
1,606,852
M
2
Het
c.7708_7709insCA
p.Gln2571Hisfs*35
Other
Congenital
Profound
Flat
Nothing
c.5977C > T
p.Arg1993Trp
Other
1,607,486–1
F
62
Het
c.4823C > A
p.Ala1608Glu
Motor
Congenital
Profound
Flat
Nothing
c.7396-1G > A
Splice site
Other
1,607,486–2
M
66
Het
c.4823C > A
p.Ala1608Glu
Motor
Congenital
Profound
Flat
Nothing
c.7396-1G > A
Splice site
Other
1,607,107
F
1
Het
c.5507 T > C
p.Leu1836Pro
Motor
Congenital
Profound
Flat
CI(R)
c.8324G > A
p.Arg2775His
FERM 1
1,607,545
F
3
Het
c.855dupT
p.Pro286Serfs*15
N-terminal
Congenital progressive
Severe /residual hearing of low frequencies
Down-sloping
HA(Bi)
c.3524dupA
p.Ser1176Valfs*14
N-terminal
c.7822G > A
p.Asp2608Asn
Other
1,607,551
M
30
Het
c.4441 T > C
p.Ser1481Pro
Motor
Congenital
Severe
Flat
HA(Bi)
c.8033_8056del
p.Asn2678fs
Other
1,707,735
M
5
Het
c.3742C > T
p.Arg1248Trp
Motor
Congenital
Severe
Flat
HA(Bi)
c.10251_10253delCTT
p.Phe3420del
FERM 2
1,707,757
F
6
Het
c.5692C > T
P.Arg1898*
Motor
Congenital
Severe
Flat
HA(Bi)
c.7396-1G > A
Splice site
Other
1,707,773
F
3
Het
c.4252G > A
p.Gly1418Arg
Motor
Congenital
Profound
Flat
CI(R)
c.4596 + 1G > A
Splice site
Motor
1,897,966
M
6
Het
c.5964 + 3G > A
Splice site
Other
Congenital
Profound
Flat
CI(R)
c.8791del
p.Trp2931Glyfs*103
SH3
1,897,999
F
28
Het
c.4747 T > C
p.Ser1583Pro
Motor
Congenital
Profound
Flat
Nothing
c.10502 T > A
p.Leu3501Glu
Other
1,801,948
M
16
Het
c.4597-2A > G
Splice site
Motor
Congenital
Profound
Flat
HA(Bi)
c.8077del
p.Leu2693Cysfs*45
FERM 1
c.10420A > G
p.Ser3474Glya
FERM 2
Abbreviations: L Left, R Right, Bi Bilateral, CI Cochlear Implant, HA Hearing aid, F Female, M Male
a The pathogenicity of the Ser3474Gly variant is quite problematic due to the finding of two homozygotes with an unknown phenotype in the ExAC database, and because it has been reported as not pathogenic in a Korean DFNB3 family
Summary of clinical data for the 15 ARNSHL patients from 14 unrelated families with MYO15A variantsAbbreviations: L Left, R Right, Bi Bilateral, CI Cochlear Implant, HA Hearing aid, F Female, M Malea The pathogenicity of the Ser3474Gly variant is quite problematic due to the finding of two homozygotes with an unknown phenotype in the ExAC database, and because it has been reported as not pathogenic in a Korean DFNB3 family
Clinical findings
Among the 15 individuals with MYO15A variants, patients 1,607,486–1 and 1,607,486–2 are siblings from the same family, while the remaining 13 individuals are from different families. The details of the clinical findings, including gender, age of test, age of onset, and hearing impairment phenotype, are summarized in Table 1. We further analysed the auditory phenotype in these patients with MYO15A gene variants. We found that there were at least two distinct auditory phenotypes that could be classified as a relatively severe and a less severe phenotype, based on diverse hearing impairment characteristics. The majority of these 15 cases presented with a severe auditory phenotype including bilateral, symmetrical and congenital severe or profound hearing loss at all frequencies; however, patients 1,507,382 and 1,607,545 presented with a milder phenotype. Patient 1,507,382, a 9-year-old boy, was first diagnosed with sensorineural hearing loss at 5 years of age. However, this boy’s enunciation was unclear; therefore, we speculated that this boy had pre-lingual hearing loss. Audiograms for this boy displayed bilateral, symmetrical severe sensorineuralHL mainly affecting high frequencies, with residual hearing at low frequencies. Furthermore, we annually performed follow-up auditory assessments for this boy from 6 to 9 years of age. The result showed that pure tone thresholds had increased to approximately 30–40 dB HL at 0.25 kHz–0.5 kHz and 10–20 dB HL at 1 kHz–8 kHz in the bilateral ears (Fig. 1a). Patient 1,607,545 is another case with a milder phenotype who was found with congenital hearing impairment through newborn hearing screening using otoacoustic emission (OAE). As for the previous patient, we performed three follow-up assessments for this girl at the ages of 3, 4 and 6 years, using visual reinforcement audiometry or play audiometry. Audiograms showed bilateral progressive severe to profound sensorineuralHL, mainly affecting high frequencies, with moderate residual hearing at low frequencies (Fig. 1b).
Fig. 1
Audiograms of case 1,507,382 and 1,607,545. a The solid line represents the auditory thresholds measured when case 1,507,382 was 6 years old. The audiogram shows bilateral symmetrical severe sensorineural HL mainly affecting high frequencies, with residual hearing at low frequencies. Dashed lines indicate the results of auditory follow-up at seven, eight and nine years old, respectively. The pure tone threshold of this child increased by approximately 30–40 dB HL at 0.25 kHz–0.5 kHz and 10–20 dB HL at 1 kHz–8 kHz in the bilateral ears. b The solid line represents the auditory thresholds measured when case 1,607,545 was three years old, and the dashed lines display auditory thresholds when the child was four and six years old, respectively. The audiograms of the case 1,607,545 show bilateral residual hearing at low frequencies with progressive hearing loss at all frequencies. HL, hearing loss; dB, decibels; Hz, Hertz
Audiograms of case 1,507,382 and 1,607,545. a The solid line represents the auditory thresholds measured when case 1,507,382 was 6 years old. The audiogram shows bilateral symmetrical severe sensorineuralHL mainly affecting high frequencies, with residual hearing at low frequencies. Dashed lines indicate the results of auditory follow-up at seven, eight and nine years old, respectively. The pure tone threshold of this child increased by approximately 30–40 dB HL at 0.25 kHz–0.5 kHz and 10–20 dB HL at 1 kHz–8 kHz in the bilateral ears. b The solid line represents the auditory thresholds measured when case 1,607,545 was three years old, and the dashed lines display auditory thresholds when the child was four and six years old, respectively. The audiograms of the case 1,607,545 show bilateral residual hearing at low frequencies with progressive hearing loss at all frequencies. HL, hearing loss; dB, decibels; Hz, Hertz
Literature review of the genotype-phenotype correlation of MYO15A variants
Finally, a total of 249 MYO15A variants associated with DFNB3 were reported in the literature, including 38 splice site variants (Fig. 2a and b) [1–3, 5, 9, 10, 12–69]. After filtering out the 65 variants without reported hearing loss phenotypes, we endeavoured to explore the relationship between the genotypes and auditory phenotypes in the remaining 184 variants of MYO15A. To our surprise, almost all domains had been reported to be correlated with a milder phenotype; however, variants encoding the N-terminal domain were more likely to cause a milder phenotype (Fig. 2c). Since 2007, when the first MYO15A variant case with a milder hearing impairment phenotype from Pakistan was published, advances in high-throughput techniques have led to a fast-growing number of reported MYO15A variants with a milder auditory phenotype in additional countries, especially in Southeast Asia (Fig. 3). Table 2 shows details of all reported MYO15A variant cases associated with milder phenotypes.
Fig. 2
Overview of known MYO15A variants and related hearing phenotypes. The blue words indicate variants associated with milder auditory phenotypes, the red words indicate variants associated with reported both severe and milder phenotypes. In addition, variants without reported hearing loss phenotypes are expressed in brown words. Sixteen red stars indicate novel variants of MYO15A in this study, and eleven black stars show previously reported variants of MYO15A in this study. a Except for splice site variants of MYO15A, 159 MYO15A variants with reported hearing phenotypes were noted above the schematic diagram, 52 variants without reported hearing phenotypes were listed under it. b Thirty-eight splice site variants of MYO15A were indicated on the border between the exons flanking and affected introns. The pathogenicity of p.Ser3474Gly is ambiguous, so it is not listed here. c The number of identified MYO15A variants with two different auditory phenotypes in every affected domain is displayed
Fig. 3
The number of previously reported MYO15A variants with a milder auditory phenotype in four periods (years 1998–2002, 2003–2007, 2008–2012 and 2013–2019). Several auditory phenotypes are considered as the milder auditory phenotype, such as mild /moderate /moderate-to-severe hearing loss, progressive post-lingual deafness and severe hearing loss with a typical slope toward high frequencies (residual hearing at low frequencies). The meaning of the numbers after the name of each country is the number of reported MYO15A variants with a milder auditory phenotype of each country in different periods. Following the rapid advance of molecular genetic techniques, there was an increasing number of reported MYO15A variants with milder auditory phenotypes in more countries worldwide, especially in Southeast Asia, such as China, Japan, and Korea. NA mean ethnic origin of patients were unavailable
Table 2
Overview of all known cases of MYO15A variations with milder hearing loss phenotype
Ethnic Origin
References
Zygosity
cDNA (NM_016239.3)
Protein change (NP_057323.3)
Variant type
Exon/introna
Protein domain
Hearing impairment phenotype
Age of onset(year)
Severity (PTA)
Type of audiometry
China
This study
Het
c.4666G > A
p.Ala1556Thr
missense
15
Motor
Pretlingual(5) Progressive
Severe /residual hearing of low frequencies
down-sloping
c.6177 + 1G > T
Splice site
splicing
28
MyTH4 1
China
This study
Het
c.855dupT
p.Pro286Serfs*15
frameshift
2
N-terminal
Congenital
Severe /residual hearing of low frequencies
down-sloping
c.3524dupA
p.Ser1176Valfs*14
frameshift
2
N-terminal
c.7822G > A
p.Asp2608Asn
missense
41
Other
Iran
Mehregan,2018
Hom
c.6436C > T
p.Arg2146Trp
missense
30
MyTH4 1
Pre-lingual
Moderate to severe
down-sloping
Korea
Chang, 2018
Het
c.5504G > A
p.Arg1835His
missense
22
Motor
Post-lingual, Progressive
Severe /residual hearing of low frequencies
down-sloping
c.10245_10247delCTC
p.Ser3417del
missense
64
FERM 2
Korea
Chang, 2018
Het
c.9790C > T
p.Gln3264*
nonsense
60
FERM 2
Post-lingual, progressive
Severe /residual hearing of low frequencies
down-sloping
c.10263C > G
p.Ile3421Met
missense
64
FERM 2
Pakistan
Naz,2017
Hom
c.3866 + 1G > A
Splice site
splicing
5
Motor
NA
Moderate
NA
Pakistan
Naz,2017
Hom
c.8158G > A
p.Asp2720His
missense
45
FERM 1
NA
Moderate
NA
China
Li, 2016
Hom
c.3524dupA
p.Ser1176Valfs*14
frameshift
2
N-terminal
Congenital
Severe/ residual hearing of low frequencies
down-sloping
NA
Sloan,2016
Het
c.7550C > G
p.Thr2517Ser
missense
39
Other
Congenital
Mild moderate asymmetric
NA
c.8812G > A
p.Gly2938Arg
missense
51
SH3
NA
Sloan,2016
Het
c.4310A > G
p.Tyr1437Cys
missense
11
Motor
Postlingual Childhood
Mild moderate
NA
c.10202G > A
p.Arg3401His
missense
63
FERM 2
Iran
Sloan,2015
NA
c.2759G > A
p.Trp920*
nonsense
2
N-terminal
Congenital
Moderate
NA
Iran
Sloan,2015
NA
c.4907_4909delAGG
p.Glu1637del
indel
17
Motor
Post-lingual
Severe to profound
NA
Iran
Sloan,2015
NA
c.5810G > A
p.Arg1937His
missense
24
IQ
Post-lingual
Severe
NA
Iran
Sloan,2015
NA
c.6437G > A
p.Arg2146Gln
missense
30
MyTH4 1
Postlingual
Severe
NA
Iran
Sloan,2015
NA
c.8467G > A
p.Asp2823Asn
missense
48
FERM1
Congenital
Moderate
NA
China
Gu,2015
Het
c.4322G > T
p.Gly1441Val
missense
12
Motor
Congenital
Severe / residual hearing of low frequencies
down-sloping
c.4898 T > C
p.Ile1633Thr
missense
17
Motor
China
Gu,2015
Het
c.3892G > A
p.Ala1298Thr
missense
6
Motor
Congenital
Severe/ residual hearing of low frequencies
down-sloping
c.8450G > A
p.Arg2817His
missense
47
FERM1
Japan
Miyagawa,2015
Het
c.535G > T
p.Glu179*
nonsense
2
N-terminal
Congenital
Moderate
down-sloping
c. 9413 T > A
p.Leu3138Gln
missense
57
MyTH4 2
Japan
Miyagawa,2015
Het
c.5978G > A
p.Arg1993Glu
missense
27
Other
Postlingual(8)
Severe/ residual l hearing of low frequencie
down-sloping
c. 9517G > A
p. Gly3173Arg
missense
57
Other
Japan
Miyagawa,2015
Het
c.5978G > A
p.Arg1993Glu
missense
27
Other
Postlingual(10)
Severe/ residual l hearing of low frequencie
down-sloping
c.6487delG
p.Ala2153Profs*100
frameshift
30
MyTH4 1
Japan
Miyagawa,2015
Het
c.6703 T > C
p.Ser2235Pro
missense
32
Other
Postlingual(12)
Moderate/ residual l hearing of low frequencies
down-sloping
c.10263C > G
p.Ile3421Met
missense
64
FERM 2
Japan
Miyagawa,2015
Het
c. 9413 T > A
p.Leu3138Gln
missense
57
MyTH4 2
Congenital
Profound / residual hearing of low frequencies
down-sloping
c.9478C > T
p. Leu3160Phe
missense
57
MyTH4 2
Qatar
Vozzi, 2014
Hom
c.453_455delCGAinsTGGACGCCTGGTCGGGCAGTGG
p.Glu152Glyfs*81
frameshift
2
N-terminal
Progressive
Profound
flat
German
Vona,2014
Het
c.1137delC
p.Tyr380Metfs*65
frameshift
2
N-terminal
Pre-lingual(3) Progressive
Normal between 0.125 and 0.25 kHz/ steeply sloping to severe HL
down-sloping
c.7124_7127delACAG
p.Asp2375Valfs*29
frameshift
35
other
Iran
Fattahi,2012
Hom
c.5305A > G
p.Thr1769Ala
missense
20
Motor
Congenital
Severe to profound /residual hearing of low frequencies
down-sloping
Iran
Fattahi,2012
Hom
c.5925G > A
p.Trp1975*
nonsense
26
Other
Congenital
Severe to profound/residual hearing of low frequencies
down-sloping
Iran
Fattahi,2012
Het
c.5419-21delT
p.Phe1807Leu fs*6
frameshift
22
Motor
Congenital
Severe to profound/residual hearing of low frequencies
down-sloping
c.1387A > G;
p.Met463Val
missense
2
N-terminal
Iran
Fattahi,2012
Hom
c.8467G > A
p.Asp2823Asn
missense
48
FERM1
Congenital
Severe to profound/residual hearing of low frequencies
down-sloping
Iran
Fattahi,2012
Hom
c.5810G > A
p.Arg1937His
missense
24
IQ
Congenital
Severe to profound/residual hearing of low frequencies
down-sloping
Iran
Fattahi,2012
Hom
c.4904-4907delGAG
p.Glu1637del
indel
17
Motor
Congenital
Severe to profound/residual hearing of low frequencies
down-sloping
Pakistan
Bashir,2012
Hom
c.1185dupC
p. Glu396Argfs*36
frameshift
2
N-terminal
Congenital
Moderate to severe /residual hearing of low vfrequencies
down-sloping
Turkey
Cengiz,2010
Hom
c.867C > G
p.Tyr289*
nonsense
2
N-terminal
Progressive
Moderately severe/residual hearing of low frequencies
down-sloping
Iran
Shearer,2009
Hom
c.6371G > A
p. Arg2124Gln
missense
30
MyTH4 1
NA
Severe /residual hearing of low frequencies
down-sloping
Pakistan
Nal,2007
Hom
c.3334delG
p.Arg1112Valfs*1124
frameshift
2
N-terminal
Congenital
Severe /residual hearing of low frequencies
down-sloping
a Location of MYO15A splicing variants in introns are shown in italic letters. Abbreviations: NA not available, Hom homozygous variant, Het compound heterozygous variant
Overview of known MYO15A variants and related hearing phenotypes. The blue words indicate variants associated with milder auditory phenotypes, the red words indicate variants associated with reported both severe and milder phenotypes. In addition, variants without reported hearing loss phenotypes are expressed in brown words. Sixteen red stars indicate novel variants of MYO15A in this study, and eleven black stars show previously reported variants of MYO15A in this study. a Except for splice site variants of MYO15A, 159 MYO15A variants with reported hearing phenotypes were noted above the schematic diagram, 52 variants without reported hearing phenotypes were listed under it. b Thirty-eight splice site variants of MYO15A were indicated on the border between the exons flanking and affected introns. The pathogenicity of p.Ser3474Gly is ambiguous, so it is not listed here. c The number of identified MYO15A variants with two different auditory phenotypes in every affected domain is displayedThe number of previously reported MYO15A variants with a milder auditory phenotype in four periods (years 1998–2002, 2003–2007, 2008–2012 and 2013–2019). Several auditory phenotypes are considered as the milder auditory phenotype, such as mild /moderate /moderate-to-severe hearing loss, progressive post-lingual deafness and severe hearing loss with a typical slope toward high frequencies (residual hearing at low frequencies). The meaning of the numbers after the name of each country is the number of reported MYO15A variants with a milder auditory phenotype of each country in different periods. Following the rapid advance of molecular genetic techniques, there was an increasing number of reported MYO15A variants with milder auditory phenotypes in more countries worldwide, especially in Southeast Asia, such as China, Japan, and Korea. NA mean ethnic origin of patients were unavailableOverview of all known cases of MYO15A variations with milder hearing loss phenotypea Location of MYO15A splicing variants in introns are shown in italic letters. Abbreviations: NA not available, Hom homozygous variant, Het compound heterozygous variantWe further summarized the genotype-phenotype correlation of the MYO15A variant in different populations (Fig. 4). In our review, the reported number of MYO15A variants in individuals from Middle East, Southeast Asia, South Asia, Europe, South America and North America was 99, 92, 42, 23, 7 and 2, respectively, and the reported number of MYO15A variants from Middle Eastern was largest. However, the number of known MYO15A variants in Southeast Asia has increased in recent years. Moreover, based on our review, we found a notable genetic characteristic that occurs in different populations. In the Middle East and South Asia, most MYO15A variants were homozygous variants, probably resulting from the custom of consanguineous marriage in these areas. However, more compound heterozygous variants have been identified in Southeast Asia and Europe in recent years (Fig. 5).
Fig. 4
The spectrum of MYO15A variants in different populations. The black words indicate homozygous variants, the blue words indicate compound heterozygous variants and the red words represent MYO15A variants that were reported with both compound heterozygous and homozygous variants. In all populations, MYO15A variants with known zygosity types were noted above the schematic diagram, and variants with unknown zygosity types were noted below it. Red diamond-shaped signs in all populations designate MYO15A variants with milder auditory phenotypes
Fig. 5
The number of identified variants in different populations. The rank (from high to low) of reported number of MYO15A variants in different populations in the Middle East, Southeast Asia, South Asia, Europe, South America, and North America. This illustrates that in the Middle East and South Asia, most MYO15A variants were homozygous variants. On the other hand, more compound heterozygous variants were identified in Southeast Asia and Europe
The spectrum of MYO15A variants in different populations. The black words indicate homozygous variants, the blue words indicate compound heterozygous variants and the red words represent MYO15A variants that were reported with both compound heterozygous and homozygous variants. In all populations, MYO15A variants with known zygosity types were noted above the schematic diagram, and variants with unknown zygosity types were noted below it. Red diamond-shaped signs in all populations designate MYO15A variants with milder auditory phenotypesThe number of identified variants in different populations. The rank (from high to low) of reported number of MYO15A variants in different populations in the Middle East, Southeast Asia, South Asia, Europe, South America, and North America. This illustrates that in the Middle East and South Asia, most MYO15A variants were homozygous variants. On the other hand, more compound heterozygous variants were identified in Southeast Asia and Europe
Discussion
In 1995, the DFNB3 locus was first mapped to chromosome 17p-17q12 by linkage analysis in two large multi-generational non-consanguineous families from a remote Indonesian village, Bengkala, where 2.2% of the population (47/2185) had severe-to-profound hearing loss. The locus was subsequently further refined to chromosome 17p11.2 [70, 71]. Since 1998, when three homozygous variants of MYO15A were initially identified in three multigenerational ARNSHL families from Indonesia and India [5], more than 200 variants have been reported to date. Our results expanded the spectrum of sequence variants in the MYO15A gene. In the present study, we identified 16 novel possible pathogenic variants, including one nonsense variant, two ±1 or 2 splice site variants, three frameshift variants with evidence of pathogenicity and 9 missense variants (p.Arg1248Trp, Ala1556Thr, p.Ser1583Pro, p.Ala1608Glu, p.Leu1836Pro, p.Pro2160Leu, p.Asp2608Asn, Arg2924His, p.Leu3501Glu).The MYO15A gene contains 67 exons and encodes several alternatively spliced transcripts, and the longest mRNA transcript contains 3530 amino acids. It includes a long N-terminal extension encoded by giant exon 2, an ATPase motor domain, two light chain binding IQ motifs, and a tail region containing two myosin-tail homology 4 (MyTH4) domains, two band 4.1 superfamily (ezrin, radixin and moesin) (FERM), a Src-homology-3 (SH3) domain and a C terminal class I PDZ-ligand domain. Additionally, based on the presence or lack of giant exon 2, there are two alternatively spliced transcripts, isoform classes II and I. Myosin XVa is a member of the unconventional myosin superfamily, which is indispensable in the graded elongation of stereocilia of cochlear and vestibular hair cells. Whirlin is a scaffolding protein that is essential for maintaining normal human hearing (DFNB31, OMIM #607084) and sight (USH2D, OMIM #611383). EPS8 is an actin capping protein and is similarly essential for human hearing (DFNB102, OMIM #615974). Myosin XVa can transport whirlin and Eps8 to the tip of stereocilia and interacts with them to form a stereocilia tip complex, which can facilitate the extremely important transformation of microvilli into mature stereocilia [72]. Shaker-2 (Myo15sh2) mice exhibit profound hearing loss and abnormal vestibular function caused by short stereocilia and by losing the normal staircase structure of stereocilia in hair cells [7, 8].In our literature review, the number of MYO15A variants affecting the motor domain is the largest of all domains (Fig. 2c). The motor domain consists of ATP- and actin-binding sites, which can generate force and move actin filaments; therefore, it is not surprising that motor domain dysfunction affected by the MYO15A variant will lead to shorter stereocilia with an ectopic staircase structure of stereocilia associated with a severe deafness phenotype [73]. Earlier studies showed that the motor and tail regions of myosin XVa were critical for normal auditory structure and function, whereas the exact biological function of the large N-terminal extension initially remained obscure [73]. However, recent study demonstrated that the 133-kDa N-terminal domain enables myosin 15 to maintain mechanotransducing stereocilia and is essential for hearing [74]. In 2007, two mutant alleles encoding the N-terminal domain were identified that provided evidence that the class I isoform of myosin XVa with an N-terminal extension is essential for normal hearing in humans [22]. More particularly, compared with the previous phenotype involving profound hearing loss at all frequencies, a milder phenotype with residual hearing at low frequencies (250 Hz, 500 Hz) was shown for the first time. In addition, abnormally short stereocilia could be restored to a wild type-like staircase architecture by simply transfecting myosin XVa Isoform II in shaker-2mice. Therefore, it was hypothesized that a variant in the N-terminal extension domain might be associated with functional problems or minor structural defects in the staircase architecture of hair cell stereocilia [22]. Further, the results from the later mouse model experiments suggested that the pathogenic mechanisms of the two isoforms were different. Isoform II with no N-terminal domain can transport whirlin and EPS8 to the tips of hair cell stereocilia and drive elongation of the core actin cytoskeleton. Alternatively, Isoform I, with an N-terminal domain, is responsible for stabilizing the actin cytoskeleton and preventing the disassembly of mature mechano-transduction sites [2] . This finding suggests that there may be a genotype-phenotype correlation. Variants in giant exon 2, which may seldom result in drastic changes in the protein structure and function of the inner ear, may be involved in a variety of milder hearing loss phenotypes, such as residual hearing at low frequencies, moderate-to-severe hearing loss and progressive post-lingual deafness. In our study, we reported one case (1607545) with two compound heterozygous variants (p.Pro286Serfs*15, p.Ser1176Valfs*14) in 2 exons encoding the N-terminal domain who showed residual hearing at low frequencies. It is rather remarkable that this homozygous MYO15A variant (p.Ser1176Valfs*14) had recently been identified in a non-consanguineous Chinese family. The audiograms of two affected siblings also showed moderate residual hearing at identical low frequencies, which seems to provide additional evidence of an association between the mutant allele p.Ser1176Valfs*14 and a less severe auditory phenotype, especially in Chinese families [13]. In addition, our literature review illustrated that variants in the N-terminal domain were more frequently related to less sever hearing impairment than variants in the other domains.A genotype-phenotype correlation of MYO15A variants should predict hearing loss tendency according to affected domain, which will inform the choice of optimal hearing rehabilitation methods for individuals [43]. For instance, on the basis of this hypothetical genotype-phenotype correlation, cases with variants affecting the N-terminal extension seem to need cochlear implantation with low frequency hearing retention or hearing aids due to their milder hearing loss. However, upon review of the relevant literature, we found that the genotype-phenotype correlation of MYO15A was much more complicated. First, recent studies showed that some pathologic variants affecting domains (motor, IQ, MyTH4 1, FERM 1, SH3, MyTH4 2, FERM 2) that would have been expected to cause a severe hearing phenotype, actually resulted in a milder auditory phenotype. The above relationship was further confirmed by our finding that case (1507382) showed residual low-frequency hearing and compound heterozygosity for MYO15A (c.4666G > A, c.6177 + 1G > T), affecting the motor and MyTH4 1 domains. Conversely, some variants associated with dysfunction of the N-terminal domain cause congenital severe to profound hearing loss instead of a milder phenotype. In addition, we reviewed 12 MYO15A variants associated with both severe and milder phenotypes (Table 3). We found that affected members of the same family expressed different auditory phenotypes, even though they carried the same MYO15A variants [17, 60]. For instance, Cengiz et al. [17] reported a Turkey ARNSHL family carried a homozygous MYO15A variant (p.Tyr289*) affecting the N-terminal domain. The audiograms of three affected siblings revealed congenital severe to profound sensorineural hearing loss at all frequencies, while their mother showed progressive severe sensorineural hearing loss of a milder form, which suggested the presence of a modifier. To our knowledge, in general, autosomal dominant non-syndromic hearing loss (ADNSHL) were associated with post-lingual hearing impairment, whereas ARNSHL were associated with congenital or pre-lingual hearing impairment. However, according to the results of our literature review, there were 8 MYO15A variant cases from Japan and Korea with unconventional post-lingual hearing impairment (Table 2). It should be noted that unlike the majority of MYO15A variant cases with a stable auditory phenotype, progressive hearing loss, especially at low frequencies, was observed in both affected individuals with a less severe auditory phenotype in our study based on 3-year auditory follow-ups, which further demonstrated the phenotypic diversity of the MYO15A variant.
Table 3
Reported variants of MYO15A related to both a severe hearing loss phenotype and a milder hearing loss phenotype
cDNA (NM_016239.3)
Protein chang (NP_057323d.3)
Exon/Intron
Proteindomain
Zygosity
Hearing impairment phenotype
Ethnic Origin
References
Age of onset(year)
Severity
c.535G > T
p.Glu179*
2
N-terminal
Het
Congenital
Profound
Korea
ParK,2014
Het
Congenital
Moderate
Japan
Miyagawa,2015
c.855dupT
p.Pro286Serfs*15
2
N-terminal
Het
Pre-lingual progressive
Severe /Residual low frequencies hearing
China
this study
Hom
Congenital
Severe to profound
Iran
Sloan,2015
c.4072G > A
p.Gle1358Ser
9
Motor
Het
Post-lingual
Mild
Japan
Miyagawa,2015
Hom
Congenital
Profound
Pakistan/India
Friedman,2002
c.5810G > A
p.Arg1937His
24
IQ
NA
Post-lingual
Severe
Iran
Sloan,2015
Het
Childhood
Severe to profound
Iran
Sloan,2016
Hom
Congenital
Severe to profound
Iran
Fattahi,2012
c.5978C > T
p.Arg1993Gln
27
Other
Het
Post-lingual (8)
Severe
Japan
Miyagawa,2015
Het
Post-lingual (10)
Severe
Japan
Miyagawa,2015
Het
Pre-lingual
Severe
Japan
Miyagawa,2013
c.6371G > A
p.Arg2124Gln
30
MyTH4 1
NA
Congenital
Severe to profound
Iran
Sloan,2016
Hom
NA
Severe to profound,
Iran
Shearer,2009
Hom
NA
Residual low frequencies hearing
Iran
Shearer,2009
c.6437G > A
p.Arg2146Gln
30
MyTH4 1
NA
Post-lingual
Severe
Iran
Sloan,2015
Het
Congenital
Severe to profound
Korea
Woo,2013
c.6614C > T
p.Thr2205Ile
31
Other
Het
Congenital
Severe to profound
Iran
Sloan,2016
Hom
Congenital
Severe to profound
Pakistan
Nal,2007
c.8467G > A
p.Asp2823Asn
48
FERM 1
NA
Congenital
Moderate
Iran
Sloan,2015
Homo
Congenital
Profound
Israel
Brownstein,2014
Homo
Congenital
Severe to profound
Iran
Fattahi,2012
c. 9413 T > A
p.Leu3138Gln
57
MyTH4 2
Het
Congenital
Moderate
Japan
Miyagawa,2015
Homo
Congenital
Profound
Japan
Miyagawa,2015
Het
Congenital
Profound/residual low frequencies hearing
Japan
Miyagawa,2015
c.9478C > T
p.Leu3160Phe
57
MyTH4 2
Het
Childhood
Profound
Iran
Sloan,2016
Het
Congenital
Profound
Japan
Miyagawa,2015
Het
Congenital
Profound/ residual low frequencies hearing
Japan
Miyagawa,2015
Het
Congenital progressive
Severe to profound
Japan
Miyagawa,2013
Het
Pre-lingual
Severe
Japan
Miyagawa,2013
Het
Congenital
Severe to profound
Japan
Miyagawa,2013
c.10249_10251delTCC
p. Ser3417del
64
FERM 2
Het
Congenital
profound
Japan
Miyagawa,2015
Het
Post-lingual progressive
Residual low frequencies hearing
Korea
Chang,2018
Abbreviations: NA not available, Hom homozygous variant, Het compound heterozygous mutation variant
Reported variants of MYO15A related to both a severe hearing loss phenotype and a milder hearing loss phenotypeAbbreviations: NA not available, Hom homozygous variant, Het compound heterozygous mutation variantGenetic modifiers or environmental factors might contribute to the complex genotype-phenotype correlations of MYO15A variants [9]. In addition, it is noteworthy that in contrast to conventional genetic tests such as linkage analysis, the more cost-effective and highly efficient technology of next-generation sequencing (NGS), which was commonly employed after 2012, saw a dramatic increase in the number of pathogenic variants identified. With the use of NGS, more sporadic cases with milder auditory phenotypes from non-consanguineous families have the opportunity to be involved in genetic studies to identify pathogenic gene variants. Therefore, more MYO15A compound heterozygous variants have been identified from various ethnic groups, without being limited to consanguineous families of the Middle East. This enriches the pool of known genotypes and phenotypes of MYO15A variants. It is also worth noting that there were several cases of progressive hearing loss both in recent reports and in our present study, therefore it is necessary to focus not only on age of onset but also age of auditory testing when performing genotype-phenotype correlation analyses. Gathering sufficient historical data and long-term follow-up related to auditory testing are fundamental to establishing specific genotype-phenotype correlations.
Conclusions
In summary, we identified 16 novel variants and 12 reported pathogenic MYO15A variants in 15 NSHL patients. Additionally, we described two distinct auditory phenotypes, a severe phenotype and a milder phenotype, in the present study. Our work extends the spectrum of MYO15A pathogenic variants, enriches our knowledge of auditory phenotypes, and deepens our understanding of the MYO15A genotype-phenotype correlation. In the future, additional functional studies including more cases with phenotypes based on accurate assessments of hearing loss phenotypes are necessary to ascertain the MYO15A genotype-phenotype correlation and provide optimal rehabilitation methods for affected individuals through precisely targeted genetic counselling.Table S1. List of 127 targeted genes or related regions. (DOCX 15 kb)Figure S1. Pedigrees of the families carried MYO15A variants. (PDF 420 kb)Table S2. Variants of MYO15A detected in this study. (DOCX 25 kb)
Authors: D W Anderson; F J Probst; I A Belyantseva; R A Fridell; L Beyer; D M Martin; D Wu; B Kachar; T B Friedman; Y Raphael; S A Camper Journal: Hum Mol Genet Date: 2000-07-22 Impact factor: 6.150
Authors: Atteeq U Rehman; Jonathan E Bird; Rabia Faridi; Mohsin Shahzad; Sujay Shah; Kwanghyuk Lee; Shaheen N Khan; Ayesha Imtiaz; Zubair M Ahmed; Saima Riazuddin; Regie Lyn P Santos-Cortez; Wasim Ahmad; Suzanne M Leal; Sheikh Riazuddin; Thomas B Friedman Journal: Hum Mutat Date: 2016-08-21 Impact factor: 4.878
Authors: Nevra Nal; Zubair M Ahmed; Engin Erkal; Ozgül M Alper; Güven Lüleci; Oktay Dinç; Ali Muhammad Waryah; Quratul Ain; Saba Tasneem; Tayyab Husnain; Parna Chattaraj; Saima Riazuddin; Erich Boger; Manju Ghosh; Madhulika Kabra; Sheikh Riazuddin; Robert J Morell; Thomas B Friedman Journal: Hum Mutat Date: 2007-10 Impact factor: 4.878
Authors: Mun Young Chang; Chung Lee; Jin Hee Han; Min Young Kim; Hye-Rim Park; Nayoung Kim; Woong-Yang Park; Doo Yi Oh; Byung Yoon Choi Journal: BMC Med Genet Date: 2018-02-27 Impact factor: 2.103
Authors: Rui Gong; Fangfang Jiang; Zane G Moreland; Matthew J Reynolds; Santiago Espinosa de Los Reyes; Pinar Gurel; Arik Shams; James B Heidings; Michael R Bowl; Jonathan E Bird; Gregory M Alushin Journal: Sci Adv Date: 2022-07-20 Impact factor: 14.957
Authors: Anna Morgan; Flavio Faletra; Giulia Severi; Martina La Bianca; Laura Licchetta; Paolo Gasparini; Claudio Graziano; Giorgia Girotto Journal: Biomedicines Date: 2021-12-22