Abstract
Retinitis pigmentosa (RP) causes progressive photoreceptor loss resulting from mutations in over 80 genes. This study identified the genetic cause of RP in three members of a non-consanguineous pedigree. Detailed ophthalmic evaluation was performed in the three affected family members. Whole exome sequencing (WES) and whole genome sequencing (WGS) were performed in the three affected and the two unaffected family members and variants were filtered to detect rare, potentially deleterious variants segregating with disease. WES and WGS did not identify potentially pathogenic variants shared by all three affected members. However, WES identified a previously reported homozygous nonsense mutation in KIZ (c.226C>T, p.Arg76*) in two affected sisters, but not in their affected second cousin. WGS revealed a novel 1.135 kb homozygous deletion in a retina transcript of C21orf2 and a novel 30.651 kb heterozygous deletion in CACNA2D4 in the affected second cousin. The sisters with the KIZ mutation carried no copies of the C21orf2 or CACNA2D4 deletions, while the second cousin with the C21orf2 and CACNA2D4 deletions carried no copies of the KIZ mutation. This study identified two independent, homozygous mutations in genes previously reported in autosomal recessive RP in a non-consanguineous family, and demonstrated the value of WGS when WES fails to identify likely disease-causing mutations.
Keywords: retina, genetics, retinitis pigmentosa
1. Introduction
Retinal degenerations (RD) are hereditary diseases that cause progressive loss of vision as a result of mutations in genes critical to photoreceptor and retinal pigment epithelium (RPE) function and survival [1]. Retinitis pigmentosa (RP) is one of the most common forms of RD, with a prevalence of approximately 1/4000 and affecting an estimated 100,000 people in the United States [2]. It is characterized by progressive dysfunction and degeneration of rod photoreceptors, followed by death of cone photoreceptors and RPE cells. The symptoms begin as night blindness and progress to loss of peripheral vision and eventually central vision years later. RP is genetically transmitted and inheritance patterns include autosomal dominant, autosomal recessive, X-linked, and mitochondrial. To date, at least 82 genes have been identified that cause RP [3]. In addition to the allelic heterogeneity, phenotypic heterogeneity further complicates the characterization of RP patients, as patients with the same genetic mutation can present with varying severity of disease and effects on different retinal locations. However, new genome analysis approaches offer opportunities to test multiple genes, whole exomes, and even whole genomes in families. These modalities provide valuable insight into the underlying genetic cause of RP in individuals and families and can improve understanding of the disease and its progression.
The present study characterized the phenotype and identified the genetic basis of RP in two affected siblings and an affected second cousin in a non-consanguineous, four-generation pedigree. This study revealed the utility of comprehensive genetic analysis to identify multiple genes that may be responsible for RD in the same family.
2. Materials and Methods
Approval from the institutional review board ethics committee at University of California, San Francisco (UCSF) was obtained before undertaking the research (project number 071869). Retrospective review of ophthalmic examination notes was performed in three affected family members (II:2, II:4, and II:6). Information about eye examination, including best corrected visual acuity (BCVA) and dilated fundus examination, kinetic perimetry, and spectral-domain optical coherence tomography (SD-OCT) scans through the fovea were obtained in all three affected patients (Spectralis HRA+OCT, Heidelberg Engineering, Heidelberg, Germany and Cirrus HD OCT, Carl Zeiss Meditech Inc., Dublin, CA, USA). Full-field electroretinogram (ERG) testing was performed according to International Society for Clinical Electrophysiology of Vision (ISCEV) standards [4] in the two sisters (II:2 and II:4) but was not performed in the second cousin (II:6).
Whole blood samples were collected from three affected (II:2, II:4 and II:6) and two unaffected individuals (I:6 and II:3). DNA isolation was done using Puregene Blood Kit and protocol (Qiagen, Germantown, MD, USA). Whole exomes of three affected (II:2, II:4 and II:6) and to unaffected family members (I:6, II:3) were sequenced using Agilent Sure Select V1 probes (Agilent Technologies, Inc., Santa Clara, CA, USA) and Illumina HiSeq 2500 (Illumina, San Diego, CA, USA). Whole genomes of family members II:2, II:3, II:4, II:6, and I:6 were sequenced at more than 30X depth using Illumina HiSeq X (Illumina,). Sequence reads were aligned using Burrows-Wheeler Aligner (BWA) [5] against human genome 19 (hg19) with decoy sequences [6] with the default parameters, then duplicate reads were marked using Biobambam2 [7]. The aligned reads were sorted by the genomic coordinate using Sambamba processor [8] and stored in BAM format files. Single nucleotide polymorphism (SNPs), short insertion-deletion (INDELs) and single nucleotide variant (SNVs) calling was performed using Genome Analysis Tool Kit (GATK) [9]. Copy number variations (CNVs) were called using Genome STRiP and SpeedSeq software [10]. Variants were filtered to detect rare potentially deleterious variants segregating with disease. Rare deleterious SNVs were extracted based on the frequency of alleles in 1000 genome project [6] and ExAC database [11], and the deleteriousness was determined by three annotation tools: SnpEff v4.11 [12], Polyphen v2.2.2 [13], and CADD v1.3 [14]. Coding CNVs were extracted by taking overlap between all the CNVs and exons on the human genome. Segregation of substitution mutations and small deletions were tested by dideoxy sequencing [15,16]. Large deletions were validated by quantitative polymerase chain reaction (qPCR) analysis [17]. Validation of deletions was performed by quantitative real-time PCR (qRT-PCR) analysis of genomic DNA as described in Bujakowska et al. 2017 [17]. In brief, primers specific to exons 19, 21, and 26 of CACNA2D4 and two reference genes ZNF80 and GPR15 were designed (Supplementary Table S1) for qRT-PCR [17]. Amplification reaction was performed for each sample separately in triplicates in a reaction mix containing 10 μL of iQ SYBR Green Supermix (Bio-Rad Laboratories, Hercules, CA, USA), 500 nM each of forward and reverse primers, and 10 ng of template DNA in a total volume of 20 μL per reaction. Each set of reactions included the analysis of calibration control human genomic DNA (Roche Applied Science, Penzberg, Germany) and two reference genes ZNF80 and GPR15. Melting curve was generated at the end of each amplification cycle. Calculation of the gene copy number was carried out using 2−ΔΔCT method and normalizing to two references genes ZNF80 and GPR15. Standard curves were performed for each tested gene position to ensure that the amplification efficiencies of target and reference genes were similar. The standard deviation reflecting normalizing to each of the reference genes was calculated and presented as the error bars. The difference in the qRT-PCR values were calculated by performing t-test.
3. Results
3.1. Pedigree
Two sisters (II:2 and II:4) and one female second cousin (II:6) were of Ashkenazi Jewish descent and there was no known consanguinity in the family (Figure 1). Clinical information is in Table 1.
Table 1.
Patient ID/Gender | Age (Years) | Age at First Sx (Years) | BCVA | Slit-Lamp Exam | Dilated Fundus Exam | Genetics |
---|---|---|---|---|---|---|
OD, OS | ||||||
II:2/F | 60 | 26 | 20/800 20/800 |
OU: mild NS cataract | OU: mild disc pallor, cellophane ERM, bone spicules, no CME | Gene: KIZ |
Chr20: 21136463 | ||||||
c.226C>T (p.Arg76*) | ||||||
II:4/F | 54 | 44 | 20/25 20/25 |
OU: normal | OD: normal | Gene: KIZ |
OS: dense ERM with fibrosis | c.226C>T (p.Arg76*) | |||||
II:6/F | 66 | 39 | 20/100 20/200 |
OU: normal | OU: bone spicules, CME | Gene: C21orf2 |
Homozygous 1.135 kb deletion | ||||||
Chr21: 45,755,728–45,756,862 | ||||||
Gene: CACNA2D4 | ||||||
Heterozygous 30.651 kb deletion | ||||||
Chr12: 1,949,399–1,980,050 |
BCVA: best corrected visual acuity; CME: cystoid macular edema; ERM: epiretinal membrane; NS: nuclear sclerotic; OD: right eye; OS: left eye; OU: both eyes; Sx: symptoms.
3.2. Clinical Information
3.2.1 Patient II:2
The older sister (II:2) was a 60-year-old woman with longstanding decreased night vision. She first presented with nyctalopia at the age of 26. At that time, visual fields showed mid-peripheral visual field loss and dilated fundus exam showed bilateral epiretinal membranes with minimal pigmentary change and full-field ERG showed rod-greater-than-cone dysfunction, and an audiogram was normal. Visual fields (Figure 2A) are shown at age 52. Past medical history was significant for mild hearing loss in the lower and mid-frequency tones beginning at age 52; an audiogram at age 55 revealed hearing loss in the lower and mid-frequency tones (500–2000 Hz). Examination at age 60 revealed BCVA of 20/800 in both eyes; intraocular pressures and anterior segment examination were normal with the exception of mild nuclear sclerotic cataract in each eye. Kinetic visual fields showed large central scotomas with peripheral islands in each eye (Figure 2B).
A dilated fundus exam showed mild disc pallor, cellophane epiretinal membranes, and bone spicules in both eyes (Figure 3A). There was no macular edema. Fundus autofluorescence revealed a ring of increased autofluorescence in the macula and nummular loss of autofluorescence along the arcades (Figure 3B). Infrared fundus images showed vascular attenuation and bone spicules in both eyes (Figure 3C). Macular horizontal SD-OCT scans showed loss of outer retinal layers throughout the macula, but preserved outer nuclear layer (ONL), external limiting membrane (ELM), and inner segments (IS) at the fovea in both eyes. Despite her poor central vision due to the loss of the outer segments, cone cell bodies and IS were present at the fovea in each eye (Figure 3D).
3.2.2 Patient II:4
The younger sister of II:2 was a 54-year-old woman who first presented at the age of 47 with decreased night vision for several years. She denied any hearing loss. Past ocular history was significant for longstanding preretinal fibrosis in the left macula. Past medical history was significant for diabetes mellitus type II controlled with oral medications, without significant diabetic retinopathy in either eye. BCVA was 20/25 in both eyes; intraocular pressures and anterior segment examination were normal in each eye. Kinetic visual fields showed mid-peripheral ring scotomas with preserved central islands (Figure 2C–D). Dilated fundus exam showed RPE change along the temporal arcades in each eye and a dense epiretinal membrane in the fovea along the superotemporal arcade with an overlying vitreous opacity in the left eye only (Figure 3E). Pigmentary changes were present along the inferotemporal arcade in the left eye. SD-OCT showed a preserved ONL, ELM, and inner segment/outer segment (IS/OS) junction band at the fovea with loss of the IS/OS junction band beginning within 10 degrees from the fovea in each eye (Figure 3G, arrows). ERG showed reduced but measurable amplitudes with rod-greater-than-cone dysfunction in each eye (Figure 4).
3.2.3 Patient II:6
A 66-year-old female maternal second cousin of II:2 and II:4 first reported blurry vision at the age of 37. She denied any hearing loss or skeletal abnormalities. At age 39, BCVA was 20/40 in the right eye and 20/50 in the left eye. Dilated fundus exam showed a few vitreous cells and cystoid macular edema (CME) in both eyes. She was diagnosed with bilateral chronic posterior uveitis, but extensive workup did not reveal a cause for the uveitis. At age 56, she began complaining of progressive night vision loss and peripheral vision loss; BCVA was 20/70 in both eyes and visual fields showed mid-peripheral scotomas (Figure 2E). Dilated fundus exam revealed and bone spicule pigmentary changes in the mid-periphery. SD-OCT showed CME with large cysts involving the fovea and loss of the IS/OS junction band beginning within 10 degrees from the fovea in each eye (Figure 3H).
3.3. Genetic Analysis
WES and WGS of the three affected (II:2, II:4 and II:6) and two unaffected (I:6, II:3) family members were performed. WES did not identify potentially pathogenic variants shared by all three affected members. However, a previously reported homozygous nonsense mutation, c.226C>T (p.Arg76*), in KIZ was observed in the two affected sisters (II:2 and II:4) [18].
WGS identified about four million variants in each individual, but filtering these did not find potential disease-causing variants shared by all three affected members. Further analysis of structural variants revealed a novel 1.135 kb homozygous deletion (in hg19, Chr21: 45,755,728– 45,756,862) in C21orf2 in the affected second cousin (II:6). A 727 bp region in this deletion (Chr21: 45755984-45756710) is reported to encode a transcript that is expressed in the retina [19] (Figure 5A and Figure S1). The remaining portion of the deletion encompasses exon 3 of C21orf2 (NM_001271442), which is expressed at low levels in the retina (Figure 5A and Figure S1) [19]. The region spanning the deletion was amplified using primers flanking this region. This amplification reaction generates a 1480 bp product corresponding to the wild type allele (Figure 5B), and a 345 bp PCR product corresponding to the wild type allele with a 1.3 kb deletion (Figure 5C). The PCR products were analyzed by gel electrophoresis to detect the presence of wild type and mutant alleles (Figure 5D). The presence of wild type allele was observed in individuals I:6, II:2, II:3 and II:4, while II:6 showed the presence of a 345 bp PCR product, suggesting the presence of a homozygous deletion in C21orf2. Sequencing this product revealed the exact size of the deletion to be 1135 bp (data not shown).
A novel 30.651 kb heterozygous deletion (Chr12: 1949399–1980650-Hg19) that includes exons 19 to 26 of CACNA2D4 was also identified in II:6 (Figure 6A). Quantitative PCR analysis of representative exons 19, 21 and 26 of CACNA2D4 indicated that II:2 and II:4 had two copies, while II:6 had only one copy of these exons. These findings suggest the presence of a 30 kb deletion in II:6 in the heterozygous state (Figure 6B). This deletion also includes part of the potential regulatory region of the gene leucine rich repeats and transmembrane domains 2 (LRTM2). The role of this gene in RD is not known and additional analysis is needed to determine the impact of the chromosome 12 deletion on LRTM2.
In summary, the genetic analysis revealed that mutations in two independent genes underlie the pathology of RD in pedigree RF.L.10.11. II:2 and II:4 with the KIZ mutation did not carry the deletions in C21orf2 or CACNA2D4, while II:6 with the C21orf2 and CACNA2D4 deletions did not carry the KIZ nonsense mutation.
4. Discussion
This study identified two independent homozygous mutations, in KIZ and C21orf2, associated with autosomal recessive RP in a non-consanguineous pedigree. The three affected family members all shared similar clinical characteristics, such as nyctalopia, mid-peripheral scotomas, and bone spicules, though the age of onset of symptoms and clinical presentation varied. WES and WGS revealed two separate, homozygous mutations segregating with disease in the three affected women. WES did not find potentially pathogenic variants shared by all three affected members, but WGS identified a homozygous deletion in C21orf2 and an additional heterozygous deletion in CACNA2D4.
The homozygous nonsense mutation in KIZ (c.226C>T; p.Arg76*) was previously reported in two families with recessive rod-cone dystrophy: one family of North African Sephardic Jewish origin and the other of Spanish ancestry [18]. The current study reports this mutation in a family of Ashkenazi Jewish descent. Clinical findings in the two previously reported families were similar to the current study and typically seen in RP: nyctalopia, mid-peripheral visual field loss, and pigmentary changes in the peripheral retina. Although disease onset was earliest in II:2, both II:2 and II:4 shared early development of nyctalopia and progressive mid-peripheral visual field loss with central visual field constriction and ERG evidence of rod greater than cone dysfunction. At later stages of disease progression, II:2 and II:4 had central scotomas with preserved peripheral visual fields. Both II:2 and II:4 had epiretinal membranes, with dense preretinal fibrosis extending from the disc into the vitreous in II:4 (Figure 3E, right panel). II:2 and II:4 share features previously described in patients with KIZ-related RP, such as pigmentary changes in the peripheral retina and atrophic changes in the central macula with a perifoveal ring of increased autofluorescence (Figure 3B) and outer segment loss (Figure 3D,G) [18]. However, II:2 demonstrated preservation of the ONL and IS at the fovea despite visual acuity of 20/800 due to foveal OS loss (Figure 3D). Prior reports of KIZ-related RP also describe patients who developed nyctalopia in their late teens and undetectable ERG responses by age 35, while others retain visual acuity of 20/20–20/40 by age 50, decreased central retinal sensitivity with visual field constriction, preserved islands of perception peripherally and foveal outer retinal preservation [18]. Analysis of sequence variants in II:2 and II:4 identified 16 additional rare and potentially pathogenic variants (Table S2) that are discordant in zygosity in these siblings. The impact of these additional variants is unknown. If they are indeed pathogenic, these variants may contribute to variation in the phenotype. Additional studies are needed to determine their effect on the clinical phenotype.
The current study contributes new insight into the impact of KIZ mutations on foveal cones. The patient with the most advanced KIZ-related RD in the current study had central vision loss with preserved visual field in the far periphery associated with loss of photoreceptor outer segments in the macula. However, the ONL, ELM, and IS were preserved in macular SD-OCT scans through the fovea. This suggests that even in advanced disease, cone nuclei and inner segments may persist at the fovea, which may be amenable to restorative therapies [20].
KIZ encodes a centrosomal protein kizuna [21], and immunohistology revealed kizuna localizes to the basal body of cilia in human fibroblasts, suggesting it may play a role in photoreceptor connecting cilia [18]. Moderate hearing loss was described previously in one patient by age 50, and II:2 also had mild hearing loss in the lower and mid-frequency tones [18], suggesting KIZ may be important for auditory cilia in addition to photoreceptor cilia maintenance.
II:6 presented with severe CME beginning at age 39, but later also developed nyctalopia, mid-peripheral scotomas, and bone spicules (Table 1, Figure 2 and Figure 3). C21orf2 mutations have been reported in patients with early onset autosomal recessive RP and posterior staphyloma from Saudi Arabia [22], and patients with cone rod dystrophy and RP from Japan [23]. CME was not reported previously and prior reports documented more severe retinal degeneration than was observed in the present study. C21orf2 mutations have also been reported in patients with syndromic forms of retinal degeneration, including Jeune syndrome [24] and axial spondylometaphyseal dysplasia [25,26]. Homozygous mutations in the CACNA2D4 gene have been associated with autosomal recessive cone rod dystrophy [27,28] and nonprogressive inner retinal cone system dysfunction [29], but carriers with only one mutation in the CACNA2D4 gene had no symptoms [28,29]. The effect of a heterozygous deletion in CACNA2D4 in a patient with homozygous, likely pathogenic deletions in the C21orf2 gene is not known. The phenotype of patient II:6 is consistent with the phenotype reported in patients with C21orf2, indicating that the presence of CACNA2D4 heterozygous deletion may not exert significant influence on the RD phenotype due to C21orf2 mutations.
Similar to kizuna, C21orf2 encodes a protein that localizes to photoreceptor-connecting cilia [22]. Although many ciliopathies affect organ systems, in addition to causing retinal degeneration [23,24,25], many affect the retina exclusively, such as in certain forms of RP or Leber congenital amaurosis [30]. All three patients in the current study had ocular manifestations including nyctalopia, mid-peripheral visual field loss, and retinal pigmentary changes, without extraocular findings suggestive of a syndromic disease, although II:2 developed mild hearing loss by age 52, and prior studies in KIZ–related RP reported moderate hearing loss in one patient by age 50 [18].
5. Conclusions
In summary, the homozygous nonsense mutation observed in the KIZ gene and the deletion in the C21orf2 are likely to be sufficient to cause disease independently. The effect of the heterozygous CACNA2D4 deletion is unknown.
This study underlies the importance of comprehensive genetic analysis. Common methodologies like Sanger sequencing, and in certain cases exome sequencing may not efficiently detect large structural changes in the genome such as the deletions observed in C21orf2 and CACNA2D4. Particularly, the WES failed to detect the C21orf2 deletion in this study, as exome capture probes used did not cover the majority of this region. In such cases, utilizing whole genome sequencing or comparative genomic hybridization analysis may be necessary to detect these mutations. Occurrence of multiple homozygous mutations in more than one gene in a single pedigree is not common. Employing next generation genetic analysis tools including the efficient exome capture probes or whole genome analysis and availability of information on transcripts expressed in tissue of interest may enable the discovery of these rare genotypes involving multiple genes in a family and improve molecular diagnosis. Additionally, patients should undergo thorough ophthalmic examination to characterize the phenotypic presentations of RD. As we gain a deeper understanding of the genetic causes of RD, the ability to correlate clinical findings with genotype may allow more targeted diagnostic testing and potential therapies in the future.
Acknowledgments
Supported by funding from NIH Grants EY13198, EY21237, EY002162 and P30EY022589; FDA grant R01-41001; Foundation Fighting Blindness; Research to Prevent Blindness; The Claire Giannini Foundation; The L.L. Hillblom Foundation; That Man May See, Inc. We have funds for covering the costs to publish in open access from the Department of Ophthalmology faculty allocation fund.
Supplementary Materials
The following are available online at www.mdpi.com/2073-4425/8/9/210/s1. Table S1, List of primers used to amplify CACNA2D4 and C21orf2 genes, A: List of primers used in quantitative polymerase chain reaction (qPCR); B: List of primers used to amplify the allele with C21orf2 deletion. Table S2: List of rare and potentially pathogenic variants present in II:2 and II:4; AAChange: amino acid change; ALT: alternative allele; Chr: chromosome; N/A: not available; REF: reference allele; 1: Heterozygous; 2: Homozygous. Figure S1: Human retinal expression level in different transcripts of C21orf2.
Author Contributions
Jacque L. Duncan, Kelly A Frazer, Radha Ayyagari conceived and designed the study. Jacque Duncan collected and evaluated the clinical data. Amalio Telenti generated the whole genome sequence data, Pooja Biswas, Hiroko Matsui and David Jakubosky performed the computational analysis, Pooja Biswas, Angel Soto-Hermida, John Suk designed and performed validation studies. Kevin Gustafson wrote the first draft of the paper and all authors participated in manuscript preparation.
Conflicts of Interest
All authors declare no conflict of interest except Amalio Telenti is an employee of Human Longevity, Inc. and Radha Ayyagari’s spouse is an employee of Pfizer. The funding sponsors had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, and in the decision to publish the results.
References
- 1.Travis G.H. Mechanisms of cell death in the inherited retinal degenerations. Am. J. Hum. Genet. 1998;62:503–508. doi: 10.1086/301772. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Hamel C. Retinitis pigmentosa. Orphanet. J. Rare Dis. 2006;1:40. doi: 10.1186/1750-1172-1-40. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Retnet. [(accessed on 12 May 2017)]; Available online: www.sph.uth.tmc.edu/RetNet/
- 4.McCulloch D.L., Marmor M.F., Brigell M.G., Hamilton R., Holder G.E., Tzekov R., Bach M. Iscev standard for full-field clinical electroretinography (2015 update) Doc. Ophthal. 2015;130:1–12. doi: 10.1007/s10633-014-9473-7. [DOI] [PubMed] [Google Scholar]
- 5.Li H., Durbin R. Fast and accurate short read alignment with burrows-wheeler transform. Bioinformatics. 2009;25:1754–1760. doi: 10.1093/bioinformatics/btp324. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.1000 Genomes Project Consortium. Auton A., Brooks L.D., Durbin R.M., Garrison E.P., Kang H.M., Korbel J.O., Marchini J.L., McCarthy S., McVean G.A., et al. A global reference for human genetic variation. Nature. 2015;526:68–74. doi: 10.1038/nature15393. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Tischler G., Leonard S. Biobambam: Tools for read pair collation based algorithms on bam files. Source Code Biol. Med. 2014;9:13. doi: 10.1186/1751-0473-9-13. [DOI] [Google Scholar]
- 8.Tarasov A., Vilella A.J., Cuppen E., Nijman I.J., Prins P. Sambamba: Fast processing of NGS alignment formats. Bioinformatics. 2015;31:2032–2034. doi: 10.1093/bioinformatics/btv098. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Van der Auwera G.A., Carneiro M.O., Hartl C., Poplin R., Del Angel G., Levy-Moonshine A., Jordan T., Shakir K., Roazen D., Thibault J., et al. From FastQ data to high confidence variant calls: The genome analysis toolkit best practices pipeline. Curr. Protoc. Bioinform. 2013;43:111011–111033. doi: 10.1002/0471250953.bi1110s43. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Handsaker R.E., Korn J.M., Nemesh J., McCarroll S.A. Discovery and genotyping of genome structural polymorphism by sequencing on a population scale. Nat. Genet. 2011;43:269–276. doi: 10.1038/ng.768. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Lek M., Karczewski K.J., Minikel E.V., Samocha K.E., Banks E., Fennell T., O’Donnell-Luria A.H., Ware J.S., Hill A.J., Cummings B.B. Analysis of protein-coding genetic variation in 60,706 humans. Nature. 2016;536:285–291. doi: 10.1038/nature19057. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Cingolani P., Platts A., Wang le L., Coon M., Nguyen T., Wang L., Land S.J., Lu X., Ruden D.M. A program for annotating and predicting the effects of single nucleotide polymorphisms, SNPEFF: SNPs in the genome of Drosophila melanogaster strain w1118; iso-2; iso-3. Fly. 2012;6:80–92. doi: 10.4161/fly.19695. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Adzhubei I., Jordan D.M., Sunyaev S.R. Predicting functional effect of human missense mutations using PolyPhen-2. Curr. Protoc. Hum. Genet. 2013;7:20. doi: 10.1002/0471142905.hg0720s76. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Kircher M., Witten D.M., Jain P., O'Roak B.J., Cooper G.M., Shendure J. A general framework for estimating the relative pathogenicity of human genetic variants. Nat. Genet. 2014;46:310–315. doi: 10.1038/ng.2892. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Biswas P., Chavali V.R., Agnello G., Stone E., Chakarova C., Duncan J.L., Kannabiran C., Homsher M., Bhattacharya S.S., Naeem M.A., et al. A missense mutation in ASRGL1 is involved in causing autosomal recessive retinal degeneration. Hum. Mol. Genet. 2016;25:2483–2497. doi: 10.1093/hmg/ddw113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Duncan J.L., Roorda A., Navani M., Vishweswaraiah S., Syed R., Soudry S., Ratnam K., Gudiseva H.V., Lee P., Gaasterland T., et al. Identification of a novel mutation in the CDHR1 gene in a family with recessive retinal degeneration. Arch. Ophthalmol-Chic. 2012;130:1301–1308. doi: 10.1001/archophthalmol.2012.1906. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Bujakowska K.M., Fernandez-Godino R., Place E., Consugar M., Navarro-Gomez D., White J., Bedoukian E.C., Zhu X., Xie H.M., Gai X., et al. Copy-number variation is an important contributor to the genetic causality of inherited retinal degenerations. Genet. Med. 2017;19:643–651. doi: 10.1038/gim.2016.158. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.El Shamieh S., Neuille M., Terray A., Orhan E., Condroyer C., Demontant V., Michiels C., Antonio A., Boyard F., Lancelot M.E., et al. Whole-exome sequencing identifies KIZ as a ciliary gene associated with autosomal-recessive rod-cone dystrophy. Am. J. Hum. Genet. 2014;94:625–633. doi: 10.1016/j.ajhg.2014.03.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Farkas M.H., Grant G.R., White J.A., Sousa M.E., Consugar M.B., Pierce E.A. Transcriptome analyses of the human retina identify unprecedented transcript diversity and 3.5 mb of novel transcribed sequence via significant alternative splicing and novel genes. BMC Genomics. 2013;14:486. doi: 10.1186/1471-2164-14-486. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Scholl H.P., Strauss R.W., Singh M.S., Dalkara D., Roska B., Picaud S., Sahel J.A. Emerging therapies for inherited retinal degeneration. Sci. Transl. Med. 2016;8:368rv6. doi: 10.1126/scitranslmed.aaf2838. [DOI] [PubMed] [Google Scholar]
- 21.Oshimori N., Ohsugi M., Yamamoto T. The Plk1 target Kizuna stabilizes mitotic centrosomes to ensure spindle bipolarity. Nat. Cell Biol. 2006;8:1095–1101. doi: 10.1038/ncb1474. [DOI] [PubMed] [Google Scholar]
- 22.Khan A.O., Eisenberger T., Nagel-Wolfrum K., Wolfrum U., Bolz H.J. C21orf2 is mutated in recessive early-onset retinal dystrophy with macular staphyloma and encodes a protein that localises to the photoreceptor primary cilium. Brit. J. Ophthal. 2015;99:1725–1731. doi: 10.1136/bjophthalmol-2015-307277. [DOI] [PubMed] [Google Scholar]
- 23.Suga A., Mizota A., Kato M., Kuniyoshi K., Yoshitake K., Sultan W., Yamazaki M., Shimomura Y., Ikeo K., Tsunoda K., et al. Identification of novel mutations in the LRR-Cap domain of c21orf2 in Japanese patients with retinitis pigmentosa and cone-rod dystrophy. Invest. Ophth. Vis. Sci. 2016;57:4255–4263. doi: 10.1167/iovs.16-19450. [DOI] [PubMed] [Google Scholar]
- 24.McInerney-Leo A.M., Wheeler L., Marshall M.S., Anderson L.K., Zankl A., Brown M.A., Leo P.J., Wicking C., Duncan E.L. Homozygous variant in c21orf2 in a case of jeune syndrome with severe thoracic involvement: Extending the phenotypic spectrum. Am. J. Med. Gen. A. 2017;173:1698–1704. doi: 10.1002/ajmg.a.38215. [DOI] [PubMed] [Google Scholar]
- 25.Wang Z., Iida A., Miyake N., Nishiguchi K.M., Fujita K., Nakazawa T., Alswaid A., Albalwi M.A., Kim O.H., Cho T.J., et al. Axial spondylometaphyseal dysplasia is caused by c21orf2 mutations. PLoS ONE. 2016;11:e0150555. doi: 10.1371/journal.pone.0150555. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Mockel A., Perdomo Y., Stutzmann F., Letsch J., Marion V., Dollfus H. Retinal dystrophy in Bardet-Biedl syndrome and related syndromic ciliopathies. Prog. Retin. Eye Res. 2011;30:258–274. doi: 10.1016/j.preteyeres.2011.03.001. [DOI] [PubMed] [Google Scholar]
- 27.Huang X.F., Huang F., Wu K.C., Wu J., Chen J., Pang C.P., Lu F., Qu J., Jin Z.B. Genotype-phenotype correlation and mutation spectrum in a large cohort of patients with inherited retinal dystrophy revealed by next-generation sequencing. Genet. Med. 2015;17:271–278. doi: 10.1038/gim.2014.138. [DOI] [PubMed] [Google Scholar]
- 28.Wycisk K.A., Zeitz C., Feil S., Wittmer M., Forster U., Neidhardt J., Wissinger B., Zrenner E., Wilke R., Kohl S., et al. Mutation in the auxiliary calcium-channel subunit CACNA2D4 causes autosomal recessive cone dystrophy. Am. J. Hum. Genet. 2006;79:973–977. doi: 10.1086/508944. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Ba-Abbad R., Arno G., Carss K., Stirrups K., Penkett C.J., Moore A.T., Michaelides M., Raymond F.L., Webster A.R., Holder G.E. Mutations in CACNA2D4 cause distinctive retinal dysfunction in humans. Ophthalmology. 2016;123:668–671. doi: 10.1016/j.ophtha.2015.09.045. [DOI] [PubMed] [Google Scholar]
- 30.Werdich X.Q., Place E.M., Pierce E.A. Systemic diseases associated with retinal dystrophies. Semin. Ophthalmol. 2014;29:319–328. doi: 10.3109/08820538.2014.959202. [DOI] [PubMed] [Google Scholar]
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