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Citation: Gong HM, Wang J, Xu J, Zhou ZY, Li JW, Chen SF. Identification of rare paired box 3 variant in strabismus by whole exome sequencing. Int J Ophthalmol  2017;10(8):1223-1228

 

Identification of rare paired box 3 variant in strabismus by whole exome sequencing

 

Hui-Min Gong1, Jing Wang2, Jing Xu3, Zhan-Yu Zhou1, Jing-Wen Li1, Shu-Fang Chen4

 

1Ophthalmologic Center, Qingdao Municipal Hospital, the Affiliated Municipal Hospital of Qingdao University, Qingdao 266000, Shandong Province, China

2Department of Ophthalmology, Dezhou People’s Hospital, Dezhou 253000, Shandong Province, China

3Department of Ophthalmology, Weifang People's Hospital, Weifang 261041, Shandong Province, China

4Department of Medical Equipment, Weifang People's Hospital, Weifang 261041, Shandong Province, China

Correspondence to: Shu-Fang Chen. Department of Medical Equipment, Weifang People's Hospital, No.151 Kuiwen District, Guangwen Street, Weifang 261041, Shandong Province, China. 13869662816@163.com

Received: 2017-02-23        Accepted: 2017-04-24

 

Abstract

AIM: To identify the potentially pathogenic gene variants that contributes to the etiology of strabismus.

METHODS: A Chinese pedigree with strabismus was collected and the exomes of two affected individuals were sequenced using the next-generation sequencing technology. The resulting variants from exome sequencing were filtered by subsequent bioinformatics methods and the candidate mutation was verified as heterozygous in the affected proposita and her mother by sanger sequencing.

RESULTS: Whole exome sequencing and filtering identified a nonsynonymous mutation c.434G-T transition in paired box 3 (PAX3) in the two affected individuals, which were predicted to be deleterious by more than 4 bioinformatics programs. This altered amino acid residue was located in the conserved PAX domain of PAX3. This gene encodes a member of the PAX family of transcription factors, which play critical roles during fetal development. Mutations in PAX3 were associated with Waardenburg syndrome with strabismus.

CONCLUSION: Our results report that the c.434G-T mutation (p.R145L) in PAX3 may contribute to strabismus, expanding our understanding of the causally relevant genes for this disorder.

KEWORDS: strabismus; whole exome sequencing; paired box 3

DOI:10.18240/ijo.2017.08.06

 

Citation: Gong HM, Wang J, Xu J, Zhou ZY, Li JW, Chen SF. Identification of rare paired box 3 variant in strabismus by whole exome sequencing. Int J Ophthalmol  2017;10(8):1223-1228

 

INTRODUCTION

Strabismus is a common ocular disorder which is characterized by the misalignment of the eyes[1-4]. Strabismus is often associated with amblyopia of children, which can cause visual disturbance[1]. It is reported that the prevalence of strabismus is 2.4% in Hispanic/Latinos, 2%-4% in Caucasians, 2.5% in African-Americans, and 1% in East-Asians[5-8]. Additionally, the incidence of specific types of strabismus also shows differences in different racial groups, in which Asian strabismus are exotropia, suggesting the relevance of genetic factors[9-11]. Summing data from the medical literature show that the etiology of strabismus has a genetic component because the familial clustering of strabismus has been recognized[12-13].

Three inheritance patterns including dominant, recessive and sex-linked have been associated with nonsyndromic strabismus in family studies[14-15]. Parikh et al[16] found that a family of nonsyndromic strabismus conformed to the recessive inheritance model, and they identified susceptibility locus 7p22.1 with a multipoint LOD score of 4.51. However, linkage to 7p in 6 other families was not observed. In addition, 7p22.1 of dominant inheritance model, 16p13.12-p12.3 of recessive inheritance model and 4q28.3 dominant inheritance model has been selected as comitant strabismus associated locus[17-19]. Considering the genetic heterogeneity among families, the identity of the relevant candidate genes remains a challenge. Further work should be conducted to identify more causally relevant genes, improving the understanding of this disorder.

After the exciting finding that exomes sequencing was first developed in 2009[20], exome sequencing was widely used to locate causative genes in rare Mendelian diseases or complex diseases with high sensitivity and specificity[21-25]. Advances in genetic methodology may provide insight into the genetic basis for inherited strabismus. In the current study, we used whole exome sequencing to identify the causative gene for the two affected individuals in a Chinese strabismus family. Several evidences supported the causal role of paired box 3 (PAX3) in strabismus susceptibility.

SUBJECTS AND METHODS

Subjects  For the purpose of this study, a three-generation Chinese strabismus family with two affected individuals was recruited (Sample II:2 and III:1) (Figure 1A). The proposita was a 7-year-old girl from Shandong Province who presented with intermittent exotropia of unknown etiology, leading to amblyopia (uniocular visual neglect). Once she was tired, one of the eyes will turn outwards intermittently when looking into the distance. The amount of tropia was -50△ (near) and -50△ (far) and the unaided visual acuity was 1.0 in the right eye and 1.0 in the left eye. Moreover, her mother was 35-year-old and also presented with intermittent exotropia with similar phenotypes. The amount of tropia was -40△ (near) and -40△ (far). Her best-corrected visual acuity was OD 1.0 and OS 1.0. Given the high suspicion for a congenital strabismus family, the two affected individuals were enrolled for the exome sequencing screen. Peripheral blood samples were collected in EDTA tubes from the participants for DNA extraction. The written informed consent was then obtained from study subjects or guardian before the study. Our study was approved by the Ethics Committee of the Affiliated Hospital of Qingdao University (2015-012).

Hui-Min Gong1

Figure 1 The analysis of PAX3 in strabismus  A: Pedigree for the Chinese family with strabismus, individuals II:2 and III:1 underwent exome sequencing; B: Affected amino acid residue was highly conserved across species; C: Conserved domains in PAX3. The mutation c.434G-T (p.145R-L) was located in the conserved PAX domain of PAX3.

 

Exome Capture Analysis  Genomic DNA was extracted from the blood samples obtained from the available patients according to the standard procedures. The 2 μg of genomic DNA was fragmented with about 200 bp, then ligated with adapters and amplified by ligation-mediated polymerase chain reaction (PCR). The qualified genomic DNA was used for exome capture and high-throughput sequencing. Agilent SureSelect Human All Exon 50 Mb Exon Kit was used to perform exome target enrichment. The captured library was sequenced on the Illumina HiSeq 2500 Sequencer with paired-end 125 bp and mean coverage of 100X.

Variant Calling and Filtering  Raw data of exome sequencing was filtered by removing adapter, contaminating reads and low quality reads, and remains were the clean ones. The exome sequencing clean reads were mapped to the reference human genome sequence (hg19) (http://genome.ucsc.edu/) using the Burrows-Wheeler Alignment (BWA) tool, which can do short reads alignment to a reference genome and support paired-end mapping[26]. The sequence alignment/map (SAM) file was then generated. Picard was used to mark and exclude the duplicate reads. Variants [single nucleotide variants (SNVs), insertions and deletions] calling was performed using the Genome Analysis Toolkit (GATK)[27] and MuTect software[28].

To pinpoint the functionally important variants, the resulting SNVs were annotated with ANNOVAR tool (http://www.openbioinformatics.org/annovar/)[29], and the information for variant frequencies and location within genes were obtained. Moreover, the SNVs were sequentially filtered and given higher priority with the following criteria: 1) minor allele frequency (MAF) <0.01 in 1000 genomes project; 2) nonsynonymous SNVs; 3) damaging as predicted by more than 4 bioinformatics programs (e.g. SIFT, Polyphen2, LRT, MutationTaster, MutationAssessor, FATHMM, RadialSVM, LR); 4) consistent with model of dominant disease transmission. Besides, more than 5X coverage of the given positions were required for genotype calling.

Variant Validation  To validate the variants identified through exome sequencing, candidate SNVs were selected and sanger sequencing was performed at Majorbio (Shanghai, China). Peripheral blood samples were obtained from additional 7 affected individuals and 3 unaffected individuals. Genomic DNA was extracted and SNVs were tested in the original two individuals who underwent exome sequencing and ten additional individuals. Oligonucleotide primers for PCR were designed by well-known program Primer 3[30].

Silico Analysis  Protein conservation was analyzed using the multiple alignment tools (https://blast.ncbi.nlm.nih.gov/Blast.cgi). The affected residue was visualized using MEGA7.0. The conserved domains present in the protein sequence were identified using the Conserved Domain Search Service (http://www.ncbi.nlm.nih.gov/Structure/cdd/wrpsb.cgi).

RESULTS

Exome Sequencing Identifies a Candidate Gene  The whole exomes of II:2 and III:1 were sequenced, followed by variant detection and filtering. Totally, we generated 10.58 Gb and 20.18 Gb raw sequences as paired-end 125 bp reads for II:2 and III:1, respectively. After removing adapter, contaminating reads and low quality reads, 10.42 Gb and 19.85 Gb clean data were retained. Above 98% clean reads can be aligned to the human reference sequence (Table 1). The exome sequencing led to the detection of 525787 SNVs.

Table 1 Summary of exome sequencing data

Sample

Raw data (Gb)

Clean data (Gb)

Map bases rate (%)

Target region map bases (Gb)

Target region map bases rate (%)

Coverage

(%)

Mean depth

II:2

10.58

10.42

99.04

5.89

56.53

81.37

104.23

III:1

20.18

19.85

98.27

11

55.42

84.94

186.56

Average

15.38

15.135

98.655

8.445

55.975

83.155

145.395

 

Considering that a causal mutation is usually a rare variant or novel in the known database, the SNVs with global MAF>0.01 in 1000 genomes project were excluded and 111 738 SNVs were retained. Among the variants identified through exome sequencing, we focused on the 1340 nonsynonymous SNVs in exonic region, which can alter the coding sequence and were more likely associated with the disease. With the assumption of dominant-inherited mode of the strabismus pedigree, 193 SNVs were retained which were shared by the two affected individuals. It is well known that most pathogenic variants are predicted to be deleterious. Total of eight bioinformatics programs were used to assess the likely functional impact of nonsynonymous SNVs. Further filtering resulted in a list of 27 SNVs that were damaging as predicted more than 4 bioinformatics programs (Table 2). Given that strabismus is an eye development disease, we surveyed the literature and narrowed down the gene list to two genes of PAX3 and MYO10 that may be associated with strabismus.

Table 2 Deleterious rare variants (MAF<0.01) identified in the family with strabismus

Chr

Position

Ref

Var

Gene

Variant type

Amino acid change

1000 genome

frequency

EA-ESP

frequency

rs

1

40422828

C

T

MFSD2A

Nonsynonymous

p.P55S

0.000399

-

rs181094032

1

45797401

G

A

MUTYH

Nonsynonymous

p.A345V

0.001398

-

rs35352891

2

74474313

C

T

SLC4A5

Nonsynonymous

p.E637K

-

-

-

2

223160264

C

A

PAX3

Nonsynonymous

p.R145L

-

-

-

3

156979081

G

A

VEPH1

Nonsynonymous

p.R782C

0.000399

-

rs199678437

4

6302757

T

C

WFS1

Nonsynonymous

p.V412A

0.001398

-

rs144951440

4

57340223

T

C

SRP72

Nonsynonymous

p.Y120H

0.0002

-

-

4

74442424

T

A

RASSF6

Nonsynonymous

p.D215V

0.000399

-

rs200656717

4

103647776

C

T

MANBA

Nonsynonymous

p.S81N

-

-

rs372866446

5

896841

C

A

TRIP13

Nonsynonymous

p.P107H

-

-

-

5

16783553

C

T

MYO10

Nonsynonymous

p.E165K

-

-

-

5

96329584

G

T

LNPEP

Nonsynonymous

p.R439L

0.0002

-

-

6

75804894

C

G

COL12A1

Nonsynonymous

p.G1696A

-

-

-

8

33449641

C

T

DUSP26

Nonsynonymous

p.V176M

0.0002

-

-

11

73717970

G

A

UCP3

Nonsynonymous

p.R40C

0.0002

0.000077

rs199727434

11

129795006

C

T

PRDM10

Nonsynonymous

p.R464Q

0.0002

0.0002

rs201242124

12

2224509

G

A

CACNA1C

Nonsynonymous

p.D57N

-

-

-

14

88946042

G

A

PTPN21

Nonsynonymous

p.T578M

-

-

-

15

43132561

C

A

TTBK2

Nonsynonymous

p.L96F

-

-

-

16

87885411

G

A

SLC7A5

Nonsynonymous

p.R195W

-

-

-

17

3957414

G

A

ZZEF1

Nonsynonymous

p.P1791S

-

-

-

17

63156387

G

T

RGS9

Nonsynonymous

p.G81V

-

-

-

17

66890377

A

T

ABCA8

Nonsynonymous

p.N991K

0.0002

-

-

19

38103754

T

C

ZNF540

Nonsynonymous

p.C525R

0.000599

0.0005

rs138665562

19

50796922

G

A

MYH14

Nonsynonymous

p.R1775H

-

0.000077

rs201923258

22

40801217

C

T

SGSM3

Nonsynonymous

p.R120C

-

-

-

X

43652695

T

A

MAOB

Nonsynonymous

p.Y300F

-

-

-

MAF: Minor allele frequency; Chr: Chromosome; Ref: Reference allele; Var: Variant allele; EA-ESP: European American Exome Sequencing Project; rs: Accession number in dbSNP138.

 

MYO10 encodes a member of the myosin superfamily. Myosins are actin-dependent molecular motors that play important roles in muscle contraction. The head domain is a molecular motor, which utilizes ATP hydrolysis to generate directed movement toward the plus end along actin filaments. A cyclical interaction between myosin and actin provided the driving force for movement of the extraocular muscles[31-32]. The mutation of c.493G>A in MYO10 (p.E165K) was highly conserved and the altered amino acid residue (p.E165K) was located in the conserved motor domain. Even so, the association of MYO10 and strabismus has not been reported. Therefore, the candidate mutant in MYO10 was further excluded.

PAX3 is a member of the PAX family of transcription factors, which play critical roles during fetal development. Mutations in PAX3 were associated with Waardenburg syndrome with strabismus, and associated with craniofacial-deafness-hand syndrome with short palpebral fissures and hypertelorism. Considering that, we speculated that the mutant c.G434T (p.R145L) in PAX3 was the most likely causative gene mutant in this Chinese strabismus pedigree. The mutation of c.G434T in PAX3 was highly conserved (Figure 1B) and the altered amino acid residue (p.R145L) was located in the conserved PAX domain (Figure 1C).

Sanger Sequencing of the Candidate Causative Variants  To further confirm the variant of c.434G>T in PAX3 in strabismus, Sanger sequencing was performed in additional ten individuals. The results showed that the variants were not observed in additional ten individuals with strabismus, strongly supporting the genetic heterogeneity of strabismus.

DISCUSSION

Strabismus was a large group of ophthalmic diseases with genetic heterogeneity among families. Accumulating evidences have suggested that the etiology of strabismus has important genetic factors[12-13,33]. While only the susceptibility locus 7p22.1 was reported[16], leaving the genetic basis of this disorder remains unclear and challenging. In the present study, we enrolled two individuals with strabismus in a Chinese strabismus pedigree. In this pedigree, the proposita and her mother were diagnosed as intermittent exotropia. We suggested this was a congenital strabismus family and it was consistent with the model of dominant disease transmission. Therefore, exome sequencing was ideally suited to screen for the causal genes of the strabismus pedigree. Our result identified a novel heterozygous mutation in PAX3 (c.G434T; p.R145L), which was not reported in dbSNP 138, 1000 genome project or ESP6500. This change may be associated with strabismus.

The pathology of strabismus inheritance was complex[15,34-35]. In the current study, genetic analysis was conducted on a Chinese strabismus pedigree, and a mutation in PAX3 was identified that may be responsible for hereditary susceptibility of strabismus. PAX3 encoded a member of PAX family of transcription factors, which played critical roles during fetal development. PAX3 gene contained 10 exons[36-37] and was mapped to chromosome 2q35[38]. The human PAX3 gene contained a PAX and a paired-type homeobox. Molecular genetic studies were conducted and a series of variations in the PAX3 gene were gradually identified in unrelated patients or family patients with Waardenburg syndrome type 1[39-44]. In vitro functional expression studies showed that the mutant proteins of PAX3 had decreased or abolished ability to transactivate the MITF promoter[45]. Watanabe et al[46] found that its paired domain or the homeodomain failed to transactivate the MITF promoter, causing Waardenburg syndrome in some individuals. Experiments on the mouse mutant splotch of Waardenburg syndrome showed that mutations in PAX3 were associated with Waardenburg syndrome that was related to human strabismus phenotypes[39,47-48]. Here, we identified the conserved domains present in the protein sequence of PAX3 and found that the candidate causal mutation of PAX3 (c.G434T; p.R145L) was located in the conserved PAX domain. These findings supported our PAX3 variant as the likely causative mutation, which may play roles in the pathological mechanism of strabismus.

Ridgeway and Skerjanc[49] suggested that strabismus was associated with an imbalance between convergence and divergence. More evidences indicated that ocular alignment depended on complex sensory, motor pathways, and the development and function of the extraocular muscles. The expression of PAX3 can control a cascade of transcriptional events, which are necessary for myogenesis[49]. The absence of PAX3 can arrest the muscle development[50]. PAX3/FKHR fusion protein activated a myogenic transcription program involved in several aspects of muscle function[51-53]. The chimeric protein PAX3-FOXO1 was the most common genetic aberration in rhabdomyosarcoma. Roeb et al[54] found that myoblasts from transgenic mice expressing PAX3/FOXO1 were unable to complete myogenic differentiation. A recent study reported that oculo-auriculo-vertebral spectrum (OAVS) presented a generalized myopathy and PAX3 may be responsible for non-branchiomeric myopathy with strabismus and limb hypotrophy[55]. These findings suggested that genetic aberrant of PAX3 may be involved in development and function of the extraocular muscles, which affected the ocular alignment and contributed to strabismus.

Taken together, strabismus was a complex disease with significant genetic heterogeneity, leading to the genetic findings hampered. We demonstrated the presence of a novel causative mutation, c.434G-T (p.145R-L), in PAX3 in the affected individuals, which may potentially contribute to strabismus susceptibility. Further functional studies are needed to gain the pathogenic mechanism and the role of PAX3 in strabismus.

There was a limitation in this study. Herein, we only tested two subjects including the proposita and her mother in the whole exomes sequencing. Other relatives such as, father, uncle and the maternal grandparents of the proband should also be studied. Additionally, larger numbers of sporadic individuals with strabismus are needed to investigate the value of the identified variant. Anyhow, we found the mutation gene of PAX3 in the strabismus family, which provided a new field in understanding the genetic pathology of strabismus.

ACKNOWLEDGEMENTS

Conflicts of Interest: Gong HM, None; Wang J, None; Xu J, None; Zhou ZY, None; Li JW, None; Chen SF, None.

REFERENCES

1 Cantor L. Binocular vision and ocular motility: theory and management of strabismus (3rd edition). Ophthalmic Surg Lasers Imaging Retina 1985.

2 Mezad-Koursh D, Leshno A, Ziv-Baran T, Stolovitch C. Refractive changes induced by strabismus corrective surgery in adults. J Ophthalmol 2017;2017:2680204. [CrossRef] [PMC free article] [PubMed]

3 Pineles SL, Repka MX, Yu F, Lum F, Coleman AL. Evaluating the impact of strabismus surgery on the association of musculoskeletal injuries, fractures, and falls with disorders of binocular vision in medicare beneficiaries. J AAPOS 2017; pii: S1091-8531(17)30068-X.

4 Rajamani M, Nagasubramanian V, Ayyavoo A, Raghupathy P, Dandapani R. Surgically induced necrotizing scleritis following strabismus surgery treated successfully with topical N-acetylcysteine in a child with congenital fibrosis of extraocular muscles and Varadi Papp syndrome. Strabismus 2017:25(1):1-4. [CrossRef] [PubMed]

5 Engle EC. The genetic basis of complex strabismus. Pediatr Res 2006;59(3):343-348. [CrossRef] [PubMed]

6 Multi-ethnic Pediatric Eye Disease Study Group. Prevalence of amblyopia and strabismus in African American and Hispanic children ages 6 to 72 months the multi-ethnic pediatric eye disease study. Ophthalmology 2008;115(7):1229-1236.e1. [CrossRef] [PMC free article] [PubMed]

7 Chia A, Dirani M, Chan YH, Gazzard G, Au Eong KG, Selvaraj P, Ling Y, Quah BL, Young TL, Mitchell P, Varma R, Wong TY, Saw SM. Prevalence of amblyopia and strabismus in young singaporean Chinese children. Invest Ophthalmol Vis Sci 2010; 51(3):3411-3417. [CrossRef] [PMC free article] [PubMed]

8 Matsuo T, Matsuo C. The prevalence of strabismus and amblyopia in Japanese elementary school children. Ophthalmic Epidemiol 2005;12(1): 31-36. [CrossRef] [PubMed]

9 Sandall GS. Strabismus-proceedings of the third meeting of the international strabismological association. Arch Ophthalmol 1979;16:1553.

10 Preising MN, Steinmuller PH, Lorenz B. Recruitment of suitable families to identify causative genes in hereditary strabismus. Klin Monbl Augenheilkd 2015;232(10):1158-1164. [PubMed]

11 McKean-Cowdin R, Cotter SA, Tarczy-Hornoch K, Wen G, Kim J, Borchert M, Varma R. Prevalence of amblyopia or strabismus in Asian and non-Hispanic White preschool children: multi-ethnic pediatric eye disease study. Ophthalmology 2013;120:2117-2124. [CrossRef] [PMC free article] [PubMed]

12 Paul TO, Hardage LK. The heritability of strabismus. Ophthalmic Genet 1994;15(1):1-18. [CrossRef] [PubMed]

13 Mash AJ, Spivey BE. Genetic aspects of strabismus. Doc Ophthalmol 1973;34(1):285-291. [CrossRef] [PubMed]

14 Maconachie GD, Gottlob I, McLean RJ. Risk factors and genetics in common comitant strabismus: a systematic review of the literature. JAMA Ophthalmol 2013;131(9):1179-1186. [CrossRef] [PubMed]

15 Schlossman A, Priestley BS. Role of heredity in etiology and treatment of strabismus. AMA Arch Ophthalmol 1952;47:1-20. [CrossRef] [PubMed]

16 Parikh V, Shugart YY, Doheny KF, et al. A strabismus susceptibility locus on chromosome 7p. Proc Natl Acad Sci U S A 2003;100(21):12283-12288. [CrossRef] [PMC free article] [PubMed]

17 Rice A, Nsengimana J, Simmons IG, Toomes C, Hoole J, Willoughby CE, Cassidy F, Williams GA, George ND, Sheridan E, Young TL, Hunter TI, Barrett BT, Elliott DB, Bishop DT, Inglehearn CF. Replication of the recessive STBMS1 locus but with dominant inheritance. Invest Ophthalmol Vis Sci 2009;50(7):3210-3217. [CrossRef] [PubMed]

18 Khan AO, Shinwari J, Abu Dhaim N, Khalil D, Al Sharif L, Al Tassan N. Potential linkage of different phenotypic forms of childhood strabismus to a recessive susceptibility locus (16p13.12-p12.3). Mol Vis 2011;17:971-976. [PMC free article] [PubMed]

19 Shaaban S, Matsuo T, Fujiwara H, Itoshima E, Furuse T, Hasebe S, Zhang Q, Ott J, Ohtsuki H. Chromosomes 4q28.3 and 7q31.2 as new susceptibility loci for comitant strabismus. Invest Ophthalmol Vis Sci 2009;50(2):654-661. [CrossRef] [PubMed]

20 Ng SB, Turner EH, Robertson PD, Flygare SD, Bigham AW, Lee C, Shaffer T, Wong M, Bhattacharjee A, Eichler EE, Bamshad M, Nickerson DA, Shendure J. Targeted capture and massively parallel sequencing of 12 human exomes. Nature 2009;461:272-276. [CrossRef] [PMC free article] [PubMed]

21 Wang JL, Yang X, Xia K, Hu ZM, Weng L, Jin X, Jiang H, Zhang P, Shen L, Guo JF, Li N, Li YR, Lei LF, Zhou J, Du J, Zhou YF, Pan Q, Wang J, Wang J, Li RQ, Tang BS. TGM6 identified as a novel causative gene of spinocerebellar ataxias using exome sequencing. Brain 2010;133(Pt 12):3510-3518. [CrossRef] [PubMed]

22 Alazami AM, Hijazi H, Al-Dosari MS, Shaheen R, Hashem A, Aldahmesh MA, Mohamed JY, Kentab A, Salih MA, Awaji A, Masoodi TA, Alkuraya FS. Mutation in ADAT3, encoding adenosine deaminase acting on transfer RNA, causes intellectual disability and strabismus. J Med Genet 2013;50:425-430. [CrossRef] [PubMed]

23 Baschal EE, Wethey CI, Swindle K, Baschal RM, Gowan K, Tang NL, Alvarado DM, Haller GE, Dobbs MB, Taylor MR, Gurnett CA, Jones KL, Miller NH. Exome sequencing identifies a rare HSPG2 variant associated with familial idiopathic scoliosis. G3 (Bethesda) 2014;5(2):167-174. [CrossRef] [PMC free article] [PubMed]

24 Cao Y, Gao Z, Li L, Jiang X, Shan A, Cai J, Peng Y, Li Y, Jiang X, Huang X, Wang J, Wei Q, Qin G, Zhao J, Jin X, Liu L, Li Y, Wang W, Wang J, Ning G. Whole exome sequencing of insulinoma reveals recurrent T372R mutations in YY1. Nat Commun 2013;4:2810. [CrossRef] [PubMed]

25 Qiao D, Lange C, Laird NM, Won S, Hersh CP, Morrow J, Hobbs BD, Lutz SM, Ruczinski I, Beaty TH, Silverman EK, Cho MH. Gene-based segregation method for identifying rare variants in family-based sequencing studies. Genet Epidemiol 2017;41(4):309-319. [CrossRef] [PubMed]

26 Li H, Durbin R. Fast and accurate short read alignment with Burrows-Wheeler transform. Bioinformatics 2009;25(14):1754-1760. [CrossRef] [PMC free article] [PubMed]

27 McKenna A, Hanna M, Banks E, Sivachenko A, Cibulskis K, Kernytsky A, Garimella K, Altshuler D, Gabriel S, Daly M, DePristo MA. The Genome Analysis Toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data. Genome Res 2010;20(9):1297-1303. [CrossRef] [PMC free article] [PubMed]

28 Cibulskis K, Lawrence MS, Carter SL, Sivachenko A, Jaffe D, Sougnez C, Gabriel S, Meyerson M, Lander ES, Getz G. Sensitive detection of somatic point mutations in impure and heterogeneous cancer samples. Nat Biotechnol 2013;31(3):213-219. [CrossRef] [PMC free article] [PubMed]

29 Wang K, Li M, Hakonarson H. ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data. Nucleic Acids Res 2010;38(16):e164. [CrossRef] [PMC free article] [PubMed]

30 Krawetz SA, Womble DD. Design and implementation of an introductory course for computer applications in molecular genetics. A case study. Mol Biotechnol 2001;17(1):27-41. [CrossRef]

31 Pelouch V. Molecular aspects of regulation of cardiac contraction. Physiol Res 1995;44(1):53-60. [PubMed]

32 Yao J, Wang X, Ren H, Liu G, Lu P. Ultrastructure of medial rectus muscles in patients with intermittent exotropia. Eye (Lond) 2016;30(1):146-151. [CrossRef] [PMC free article] [PubMed]

33 Cantolino SJ, Von Noorden GK. Heredity in microtropia. Arch Ophthalmol 1969;81(6):753-757. [CrossRef] [PubMed]

34 Hegmann JP, Mash AJ, Spivey BE. Genetic analysis of human visual parameters in populations with varying incidences of strabismus. Am J Hum Genet 1974;26(5):549-562. [PMC free article] [PubMed]

35 Maumenee IH, Alston A, Mets MB, Flynn JT, Mitchell TN, Beaty TH. Inheritance of congenital esotropia. Trans Am Ophthalmol Soc 1986;84: 85-93. [PMC free article] [PubMed]

36 Barber TD, Barber MC, Cloutier TE, Friedman TB. PAX3 gene structure, alternative splicing and evolution. Gene 1999;237(2):311-319. [CrossRef]

37 Jalilian N, Tabatabaiefar MA, Farhadi M, Bahrami T, Noori-Daloii MR. A novel mutation in the PAX3 gene causes Waardenburg syndrome type I in an Iranian family. Int J Pediatr Otorhinolaryngol 2015;79(10): 1736-1740. [CrossRef] [PubMed]

38 Ishikiriyama S. Gene for Waardenburg syndrome type I is located at 2q35, not at 2q37.3. Am J Med Genet 1993;46(5):608. [CrossRef] [PubMed]

39 Tassabehji M, Read AP, Newton VE, Harris R, Balling R, Gruss P, Strachan T. Waardenburg's syndrome patients have mutations in the human homologue of the Pax-3 paired box gene. Nature 1992;355(6361):635-636. [CrossRef] [PubMed]

40 Baldwin CT, Hoth CF, Macina RA, Milunsky A. Mutations in PAX3 that cause Waardenburg syndrome type I: ten new mutations and review of the literature. Am J Med Genet 1995;58(2):115-122. [CrossRef] [PubMed]

41 Farrer LA, Arnos KS, Asher JH Jr, Baldwin CT, Diehl SR, Friedman TB, Greenberg J, Grundfast KM, Hoth C, Lalwani AK, et al. Locus heterogeneity for Waardenburg syndrome is predictive of clinical subtypes. Am J Hum Genet 1994;55(4):728-737. [PMC free article] [PubMed]

42 Tassabehji M, Newton VE, Liu XZ, Brady A, Donnai D, Krajewska-Walasek M, Murday V, Norman A, Obersztyn E, Reardon W, et al. The mutational spectrum in Waardenburg syndrome. Hum Mol Genet 1995;4(11):2131-2137. [CrossRef]

43 Zlotogora J, Lerer I, Bar-David S, Ergaz Z, Abeliovich D. Homozygosity for Waardenburg syndrome. Am J Hum Genet 1995;56(5):1173-1178. [PMC free article] [PubMed]

44 Chen H, Jiang L, Xie Z, Mei L, He C, Hu Z, Xia K, Feng Y. Novel mutations of PAX3, MITF, and SOX10 genes in Chinese patients with type I or type II Waardenburg syndrome. Biochem Biophys Res Commun 2010;397(1):70-74. [CrossRef] [PubMed]

45 Zhang H, Chen H, Luo H, An J, Sun L, Mei L, He C, Jiang L, Jiang W, Xia K, Li JD, Feng Y. Functional analysis of Waardenburg syndrome-associated PAX3 and SOX10 mutations: report of a dominant-negative SOX10 mutation in Waardenburg syndrome type II. Hum Genet 2012; 131(3):491-503. [CrossRef] [PubMed]

46 Watanabe A, Takeda K, Ploplis B, Tachibana M. Epistatic relationship between Waardenburg syndrome genes MITF and PAX3. Nat Genet 1998;18(3):283-286. [CrossRef] [PubMed]

47 Tassabehji M, Newton VE, Leverton K, Turnbull K, Seemanova E, Kunze J, Sperling K, Strachan T, Read AP. PAX3 gene structure and mutations: close analogies between Waardenburg syndrome and the Splotch mouse. Hum Mol Genet 1994;3(7):1069-1074. [CrossRef]

48 Morell R, Friedman TB, Moeljopawiro S, Hartono, Soewito, Asher JH Jr. A frameshift mutation in the HuP2 paired domain of the probable human homolog of murine Pax-3 is responsible for Waardenburg syndrome type 1 in an Indonesian family. Hum Mol Genet 1992;1(4):243-247. [CrossRef]

49 Ridgeway AG, Skerjanc IS. Pax3 is essential for skeletal myogenesis and the expression of Six1 and Eya2. J Biol Chem 2001;276(22): 19033-19039. [CrossRef] [PubMed]

50 Relaix F, Rocancourt D, Mansouri A, Buckingham M. A Pax3/Pax7-dependent population of skeletal muscle progenitor cells. Nature 2005;435(7044):948-953. [CrossRef] [PubMed]

51 Sublett JE, Jeon IS, Shapiro DN. The alveolar rhabdomyosarcoma PAX3/FKHR fusion protein is a transcriptional activator. Oncogene 1995;11(3):545-552. [PubMed]

52 Scheidler S, Fredericks WJ, Rauscher FJ 3rd, Barr FG, Vogt PK. The hybrid PAX3-FKHR fusion protein of alveolar rhabdomyosarcoma transforms fibroblasts in culture. Proc Natl Acad Sci U S A 1996;93(18): 9805-9809. [CrossRef]

53 Khan J, Bittner ML, Saal LH, Teichmann U, Azorsa DO, Gooden GC, Pavan WJ, Trent JM, Meltzer PS. cDNA microarrays detect activation of a myogenic transcription program by the PAX3-FKHR fusion oncogene. Proc Natl Acad Sci U S A 1999;96(23):13264-13269. [CrossRef]

54 Roeb W, Boyer A, Cavenee WK, Arden KC. PAX3-FOXO1 controls expression of the p57Kip2 cell-cycle regulator through degradation of EGR1. Proc Natl Acad Sci U S A 2007;104(46):18085-18090. [CrossRef] [PMC free article] [PubMed]

55 Murialdo G, Piazzi A, Badolati G, Calcagno E, Berio A. Oculo-auriculo-vertebral spectrum with myopathy and velopharyngeal insufficiency. A case report with a non-branchiomeric muscle biopsy. Pediatr Med Chir 2016;38(2):121. [CrossRef] [PubMed]