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Faistauer M, Lang Silva A, Félix TM, Todeschini de Souza L, Bohn R, Selaimen da Costa S, Petersen Schmidt Rosito L. Etiology of early hearing loss in Brazilian children. Braz J Otorhinolaryngol 2021; 88 Suppl 1:S33-S41. [PMID: 33839059 PMCID: PMC9734262 DOI: 10.1016/j.bjorl.2021.02.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2020] [Revised: 01/22/2021] [Accepted: 02/28/2021] [Indexed: 12/16/2022] Open
Abstract
INTRODUCTION Hearing loss etiology depends on the population studied as well as on the ethnicity and the socio-economic condition of the analyzed region. Etiological diagnosis contributes to the improvement of preventive measures and to the early identification of this deficiency. OBJECTIVE To identify the etiological factors of hearing loss and its prevalence in a tertiary hospital in southern Brazil, to verify the frequency of mutations in GJB2 and GJB6 genes, and to correlate the degree of hearing loss with the etiological factors of deafness. METHODS This prevalence study involved 140 children with bilateral sensorineural or mixed hearing loss. Medical history, physical examination, audiometry, and evoked auditory brainstem response were conducted. Imaging and genetic examinations were also performed. RESULTS Etiologies and their prevalence were as follows: (a) indeterminate causes, 31.4%; (b) conditions related to neonatal period, 22.1%; (c) genetic, 22.1%; (d) auditory neuropathy, 10%; (e) other factors (cortical malformation, intracranial hemorrhage, and internal ear malformations), 7.9% and (f) congenital infections, 6.4%. Within the genetic cases, ten homozygous and seven heterozygotes of the 35delG mutation were identified, besides two cases of rare variants of GJB2: p.Try172* and p.Arg184Pro. One case with homozygosis of del(GJB6-D13S1830) was found. Regarding severity of hearing loss, in 78.6% of the cases the degree of hearing loss was profound and there were no significant differences when comparing between etiologies. CONCLUSION The number of indeterminate etiologies is still high and congenital CMV infection may be a possible cause of undiagnosed etiology for hearing loss. The predominance of etiologies related to neonatal conditions and infectious causes are characteristic of developing countries. The most prevalent mutation was 35delG, the main GJB2 gene, probably because of the European influence in the genotype of our population.
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Affiliation(s)
- Marina Faistauer
- Universidade Federal do Rio Grande do Sul, Faculdade de Medicina, Porto Alegre, RS, Brazil
| | - Alice Lang Silva
- Hospital de Clínicas de Porto Alegre, Departamento de Otorrinolaringologia e Cirurgia de Cabeça e Pescoço, Porto Alegre, RS, Brazil; Universidade Federal do Rio Grande do Sul, Faculdade de Medicina, Departamento de Oftalmologia e Otorrinolaringologia, Porto Alegre, RS, Brazil.
| | - Têmis Maria Félix
- Hospital de Clínicas de Porto Alegre, Departamento de Genética, Porto Alegre, RS, Brazil
| | | | - Renata Bohn
- Universidade Federal do Rio Grande do Sul, Faculdade de Medicina, Porto Alegre, RS, Brazil
| | - Sady Selaimen da Costa
- Hospital de Clínicas de Porto Alegre, Departamento de Otorrinolaringologia e Cirurgia de Cabeça e Pescoço, Porto Alegre, RS, Brazil; Universidade Federal do Rio Grande do Sul, Faculdade de Medicina, Departamento de Oftalmologia e Otorrinolaringologia, Porto Alegre, RS, Brazil
| | - Letícia Petersen Schmidt Rosito
- Hospital de Clínicas de Porto Alegre, Departamento de Otorrinolaringologia e Cirurgia de Cabeça e Pescoço, Porto Alegre, RS, Brazil; Universidade Federal do Rio Grande do Sul, Faculdade de Medicina, Departamento de Oftalmologia e Otorrinolaringologia, Porto Alegre, RS, Brazil
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Development of an evidence-based algorithm that optimizes sensitivity and specificity in ES-based diagnostics of a clinically heterogeneous patient population. Genet Med 2018; 21:53-61. [PMID: 30100613 PMCID: PMC6752300 DOI: 10.1038/s41436-018-0016-6] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2017] [Accepted: 03/20/2018] [Indexed: 11/29/2022] Open
Abstract
Purpose Next-generation sequencing (NGS) is rapidly replacing Sanger sequencing in genetic diagnostics. Sensitivity and specificity of NGS approaches are not well-defined, but can be estimated from applying NGS and Sanger sequencing in parallel. Utilizing this strategy, we aimed at optimizing exome sequencing (ES)–based diagnostics of a clinically diverse patient population. Methods Consecutive DNA samples from unrelated patients with suspected genetic disease were exome-sequenced; comparatively nonstringent criteria were applied in variant calling. One thousand forty-eight variants in genes compatible with the clinical diagnosis were followed up by Sanger sequencing. Based on a set of variant-specific features, predictors for true positives and true negatives were developed. Results Sanger sequencing confirmed 81.9% of ES-derived variants. Calls from the lower end of stringency accounted for the majority of the false positives, but also contained ~5% of the true positives. A predictor incorporating three variant-specific features classified 91.7% of variants with 100% specificity and 99.75% sensitivity. Confirmation status of the remaining variants (8.3%) was not predictable. Conclusions Criteria for variant calling in ES-based diagnostics impact on specificity and sensitivity. Confirmatory sequencing for a proportion of variants, therefore, remains a necessity. Our study exemplifies how these variants can be defined on an empirical basis.
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van den Akker J, Mishne G, Zimmer AD, Zhou AY. A machine learning model to determine the accuracy of variant calls in capture-based next generation sequencing. BMC Genomics 2018; 19:263. [PMID: 29665779 PMCID: PMC5904977 DOI: 10.1186/s12864-018-4659-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Accepted: 04/10/2018] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Next generation sequencing (NGS) has become a common technology for clinical genetic tests. The quality of NGS calls varies widely and is influenced by features like reference sequence characteristics, read depth, and mapping accuracy. With recent advances in NGS technology and software tools, the majority of variants called using NGS alone are in fact accurate and reliable. However, a small subset of difficult-to-call variants that still do require orthogonal confirmation exist. For this reason, many clinical laboratories confirm NGS results using orthogonal technologies such as Sanger sequencing. Here, we report the development of a deterministic machine-learning-based model to differentiate between these two types of variant calls: those that do not require confirmation using an orthogonal technology (high confidence), and those that require additional quality testing (low confidence). This approach allows reliable NGS-based calling in a clinical setting by identifying the few important variant calls that require orthogonal confirmation. RESULTS We developed and tested the model using a set of 7179 variants identified by a targeted NGS panel and re-tested by Sanger sequencing. The model incorporated several signals of sequence characteristics and call quality to determine if a variant was identified at high or low confidence. The model was tuned to eliminate false positives, defined as variants that were called by NGS but not confirmed by Sanger sequencing. The model achieved very high accuracy: 99.4% (95% confidence interval: +/- 0.03%). It categorized 92.2% (6622/7179) of the variants as high confidence, and 100% of these were confirmed to be present by Sanger sequencing. Among the variants that were categorized as low confidence, defined as NGS calls of low quality that are likely to be artifacts, 92.1% (513/557) were found to be not present by Sanger sequencing. CONCLUSIONS This work shows that NGS data contains sufficient characteristics for a machine-learning-based model to differentiate low from high confidence variants. Additionally, it reveals the importance of incorporating site-specific features as well as variant call features in such a model.
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Affiliation(s)
| | - Gilad Mishne
- Color Genomics, 831 Mitten Road, Burlingame, CA, 94010, USA
| | | | - Alicia Y Zhou
- Color Genomics, 831 Mitten Road, Burlingame, CA, 94010, USA.
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Pulignani S, Vecoli C, Borghini A, Foffa I, Ait-Alì L, Andreassi MG. Targeted Next-Generation Sequencing in Patients with Non-syndromic Congenital Heart Disease. Pediatr Cardiol 2018; 39:682-689. [PMID: 29332214 DOI: 10.1007/s00246-018-1806-y] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2017] [Accepted: 01/03/2018] [Indexed: 01/04/2023]
Abstract
Congenital heart disease (CHD) is a genetically heterogeneous disease. Targeted next-generation sequencing (NGS) offers a unique opportunity to sequence multiple genes at lower cost and effort compared to Sanger sequencing. We tested a targeted NGS of a specific gene panel in a relatively large population of non-syndromic CHD patients. The patient cohort comprised 68 CHD patients (45 males; 8.3 ± 1.7 years). Amplicon libraries for 16 CHD-strictly related genes were generated using a TruSeq® Custom Amplicon kit (Illumina, CA) and sequenced using the Illumina MiSeq platform. Sequence data were processed through the MiSeq Reporter and wANNOVAR softwares. After applying stringent filtering criteria, 20 missense variants in 9 genes were predicted to be damaging and were validated by Sanger sequencing with 100% concordance. Fourteen variants were present in public databases with very rare allele frequency, of which four variants (p.Arg25Cys in NKX2-5, p.Val763Ile in ZFPM2, p.Arg1398Gln and Gly1826Asp in MYH6) have been previously linked to CHD or cardiomyopathy. The remaining six variants in four genes (GATA4, NKX2-5, NOTCH1, TBX1) were novel mutations, currently not found in public databases, and absent in 200 control alleles of healthy subjects. Four patients (5.8%) carried two missense variants (1 compound heterozygote in the same gene and 3 double heterozygotes in different genes), with possibly synergistic deleterious effects. Targeted NGS is a powerful and efficient tool to detect DNA sequence variants in multiple genes, providing the opportunity for discovery of the co-occurrence of two or more missense rare variants.
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Affiliation(s)
- Silvia Pulignani
- CNR Institute of Clinical Physiology, Via Moruzzi 1, 56124, Pisa, Italy.
| | - Cecilia Vecoli
- CNR Institute of Clinical Physiology, Via Moruzzi 1, 56124, Pisa, Italy
| | - Andrea Borghini
- CNR Institute of Clinical Physiology, Via Moruzzi 1, 56124, Pisa, Italy
| | - Ilenia Foffa
- CNR Institute of Clinical Physiology, Via Moruzzi 1, 56124, Pisa, Italy
| | - Lamia Ait-Alì
- CNR Institute of Clinical Physiology, Via Moruzzi 1, 56124, Pisa, Italy
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Holland MM, Pack ED, McElhoe JA. Evaluation of GeneMarker ® HTS for improved alignment of mtDNA MPS data, haplotype determination, and heteroplasmy assessment. Forensic Sci Int Genet 2017; 28:90-98. [PMID: 28193506 DOI: 10.1016/j.fsigen.2017.01.016] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2016] [Revised: 01/04/2017] [Accepted: 01/25/2017] [Indexed: 12/14/2022]
Abstract
Existing software has not allowed for effective alignment of mitochondrial (mt) DNA sequence data generated using a massively parallel sequencing (MPS) approach, combined with the ability to perform a detailed assessment of the data. The regions of sequence that are typically difficult to align are homopolymeric stretches, isolated patterns of SNPs (single nucleotide polymorphisms), and INDELs (insertions/deletions). A custom software solution, GeneMarker® HTS, was developed and evaluated to address these limitations, and to provide a user-friendly interface for forensic practitioners and others interested in mtDNA analysis of MPS data. GeneMarker® HTS generates an exportable consensus mtDNA sequence that produces phylogenetically correct SNP and INDEL calls using a customizable motif-based alignment algorithm. Sequence data from 500 individuals, with various alignment asymmetries and levels of heteroplasmy, were used to assess the software. Accuracy in producing mtDNA haplotypes, the ability to correctly identify low-level heteroplasmic sequence variants, and the user-based features of the software were evaluated. Analyzed sequences yielded correct mtDNA haplotypes, and heteroplasmic variants were properly identified with minimal manual interpretation. The software offers numerous user-defined parameters for filtering the data that address the interests of researchers and practitioners, and provides multiple options for viewing and navigating through the data.
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Affiliation(s)
- Mitchell M Holland
- Forensic Science Program, Department of Biochemistry and Molecular Biology, The Pennsylvania State University, 014 Thomas Building, University Park, PA 16802, United States.
| | - Erica D Pack
- Forensic Science Program, Department of Biochemistry and Molecular Biology, The Pennsylvania State University, 014 Thomas Building, University Park, PA 16802, United States
| | - Jennifer A McElhoe
- Forensic Science Program, Department of Biochemistry and Molecular Biology, The Pennsylvania State University, 014 Thomas Building, University Park, PA 16802, United States
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Pediatric otolaryngology, molecular diagnosis of hereditary hearing loss: next-generation sequencing approach. Curr Opin Otolaryngol Head Neck Surg 2016; 23:480-4. [PMID: 26488533 DOI: 10.1097/moo.0000000000000208] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW Sensorineural hearing loss (SNHL) is the most common sensory birth defect. The purpose of this article is to review the advances in next-generation sequencing (NGS) and molecular diagnosis of hereditary hearing loss. RECENT FINDINGS Early diagnosis and detection of SNHL is critical for the development of appropriate speech and language, as neuroplasticity peaks in the first few years of life. There has been increased accuracy of NGS genetic testing, which has helped created a paradigm shift in the diagnosis of hearing loss. The diagnostic yield of genetic testing now approaches that of radiographic imaging; however, there remains a difference in cost and time delay. With the introduction of comprehensive genetic panels, 23-129 genes can be sequenced from the same blood sample. SUMMARY Diagnostic genetic testing of SNHL in the past has been confined to a few genes through Sanger sequencing. The advent of NGS allows for development of comprehensive genetic panels, which test for up to 129 genes while improving the accuracy and efficiency of testing. This type of testing may become more common as the costs decrease and more genes are discovered.
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Genetic Testing for Deaf and Hard of Hearing Individuals: Genetic Counseling. CURRENT GENETIC MEDICINE REPORTS 2016. [DOI: 10.1007/s40142-016-0089-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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De Leeneer K, Hellemans J, Steyaert W, Lefever S, Vereecke I, Debals E, Crombez B, Baetens M, Van Heetvelde M, Coppieters F, Vandesompele J, De Jaegher A, De Baere E, Coucke P, Claes K. Flexible, scalable, and efficient targeted resequencing on a benchtop sequencer for variant detection in clinical practice. Hum Mutat 2015; 36:379-87. [PMID: 25504618 DOI: 10.1002/humu.22739] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2014] [Accepted: 12/02/2014] [Indexed: 12/30/2022]
Abstract
The release of benchtop next-generation sequencing (NGS) instruments has paved the way to implement the technology in clinical setting. The need for flexible, qualitative, and cost-efficient workflows is high. We used singleplex-PCR for highly efficient target enrichment, allowing us to reach the quality standards set in Sanger sequencing-based diagnostics. For the library preparation, a modified NexteraXT protocol was used, followed by sequencing on a MiSeq instrument. With an innovative pooling strategy, high flexibility, scalability, and cost-efficiency were obtained, independent of the availability of commercial kits. The approach was validated for ∼250 genes associated with monogenic disorders. An overall sensitivity (>99%) similar to Sanger sequencing was observed in combination with a positive predictive value of >98%. The distribution of coverage was highly uniform, guaranteeing a minimal number of gaps to be filled with alternative methods. ISO15189-accreditation was obtained for the workflow. A major asset of the singleplex PCR-based enrichment is that new targets can be easily implemented. Diagnostic laboratories have validated assays available ensuring that the proposed workflow can easily be adopted. Although our platform was optimized for constitutional variant detection of monogenic disease genes, it is now also used as a model for somatic mutation detection in acquired diseases.
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Affiliation(s)
- Kim De Leeneer
- Center for Medical Genetics Ghent, Ghent University, Ghent, Belgium
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The genetic fingerprint of susceptibility for transplant-associated thrombotic microangiopathy. Blood 2015; 127:989-96. [PMID: 26603840 DOI: 10.1182/blood-2015-08-663435] [Citation(s) in RCA: 126] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2015] [Accepted: 11/21/2015] [Indexed: 01/13/2023] Open
Abstract
Transplant-associated thrombotic microangiopathy (TA-TMA) occurs frequently after hematopoietic stem cell transplantation (HSCT) and can lead to significant morbidity and mortality. There are no data addressing individual susceptibility to TA-TMA. We performed a hypothesis-driven analysis of 17 candidate genes known to play a role in complement activation as part of a prospective study of TMA in HSCT recipients. We examined the functional significance of gene variants by using gene expression profiling. Among 77 patients undergoing genetic testing, 34 had TMA. Sixty-five percent of patients with TMA had genetic variants in at least one gene compared with 9% of patients without TMA (P < .0001). Gene variants were increased in patients of all races with TMA, but nonwhites had more variants than whites (2.5 [range, 0-7] vs 0 [range, 0-2]; P < .0001). Variants in ≥3 genes were identified only in nonwhites with TMA and were associated with high mortality (71%). RNA sequencing analysis of pretransplantation samples showed upregulation of multiple complement pathways in patients with TMA who had gene variants, including variants predicted as possibly benign by computer algorithm, compared with those without TMA and without gene variants. Our data reveal important differences in genetic susceptibility to HSCT-associated TMA based on recipient genotype. These data will allow prospective risk assessment and intervention to prevent TMA in highly susceptible transplant recipients. Our findings may explain, at least in part, racial disparities previously reported in transplant recipients and may guide treatment strategies to improve outcomes.
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Shearer AE, Smith RJH. Massively Parallel Sequencing for Genetic Diagnosis of Hearing Loss: The New Standard of Care. Otolaryngol Head Neck Surg 2015; 153:175-82. [PMID: 26084827 PMCID: PMC4743024 DOI: 10.1177/0194599815591156] [Citation(s) in RCA: 97] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2015] [Accepted: 05/22/2015] [Indexed: 01/23/2023]
Abstract
OBJECTIVE To evaluate the use of new genetic sequencing techniques for comprehensive genetic testing for hearing loss. DATA SOURCES Articles were identified from PubMed and Google Scholar databases using pertinent search terms. REVIEW METHODS Literature search identified 30 studies as candidates that met search criteria. Three studies were excluded, and 8 studies were found to be case reports. Twenty studies were included for review analysis, including 7 studies that evaluated controls and 16 studies that evaluated patients with unknown causes of hearing loss; 3 studies evaluated both controls and patients. CONCLUSIONS In the 20 studies included in the review analysis, 426 control samples and 603 patients with unknown causes of hearing loss underwent comprehensive genetic diagnosis for hearing loss using massively parallel sequencing. Control analysis showed a sensitivity and specificity >99%, sufficient for clinical use of these tests. The overall diagnostic rate was 41% (range, 10%-83%) and varied based on several factors, including inheritance and prescreening prior to comprehensive testing. There were significant differences in platforms available with regard to the number and type of genes included and whether copy number variations were examined. Based on these results, comprehensive genetic testing should form the cornerstone of a tiered approach to clinical evaluation of patients with hearing loss along with history, physical examination, and audiometry and can determine further testing that may be required, if any. IMPLICATIONS FOR PRACTICE Comprehensive genetic testing has become the new standard of care for genetic testing for patients with sensorineural hearing loss.
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Affiliation(s)
- A Eliot Shearer
- Department of Otolaryngology-Head and Neck Surgery, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Richard J H Smith
- Department of Otolaryngology-Head and Neck Surgery, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA Interdepartmental PhD Program in Genetics, University of Iowa, Iowa City, Iowa, USA Department of Molecular Physiology & Biophysics, University of Iowa College of Medicine, Iowa City, Iowa, USA
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Mizutari K, Mutai H, Namba K, Miyanaga Y, Nakano A, Arimoto Y, Masuda S, Morimoto N, Sakamoto H, Kaga K, Matsunaga T. High prevalence of CDH23 mutations in patients with congenital high-frequency sporadic or recessively inherited hearing loss. Orphanet J Rare Dis 2015; 10:60. [PMID: 25963016 PMCID: PMC4451718 DOI: 10.1186/s13023-015-0276-z] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2014] [Accepted: 04/28/2015] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Mutations in CDH23 are responsible for Usher syndrome 1D and recessive non-syndromic hearing loss. In this study, we revealed the prevalence of CDH23 mutations among patients with specific clinical characteristics. METHODS After excluding patients with GJB2 mutations and mitochondrial m.1555A > G and m.3243A > G mutations, subjects for CDH23 mutation analysis were selected according to the following criteria: 1) Sporadic or recessively inherited hearing loss 2) bilateral non-syndromic congenital hearing loss, 3) no cochlear malformation, 4) a poorer hearing level at high frequencies than at low frequencies, and 5) severe or profound hearing loss at higher frequencies. RESULTS Seventy-two subjects were selected from 621 consecutive probands who did not have environmental causes for their hearing loss. After direct sequencing, 13 of the 72 probands (18.1%) had homozygous or compound heterozygous CDH23 mutations. In total, we identified 16 CDH23 mutations, including five novel mutations. The 16 mutations included 12 missense, two frameshift, and two splice-site mutations. CONCLUSIONS These results revealed that CDH23 mutations are highly prevalent in patients with congenital high-frequency sporadic or recessively inherited hearing loss and that the mutation spectrum was diverse, indicating that patients with these clinical features merit genetic analysis.
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Affiliation(s)
- Kunio Mizutari
- Laboratory of Auditory Disorders, National Institute of Sensory Organs, National Tokyo Medical Center, 2-5-1 Higashigaoka, Meguro-ku, Tokyo, 152-8902, Japan. .,Department of Otolaryngology-Head and Neck Surgery, National Defense Medical College, 3-2 Namiki, Tokorozawa, Saitama, 160-8582, Japan.
| | - Hideki Mutai
- Laboratory of Auditory Disorders, National Institute of Sensory Organs, National Tokyo Medical Center, 2-5-1 Higashigaoka, Meguro-ku, Tokyo, 152-8902, Japan.
| | - Kazunori Namba
- Laboratory of Auditory Disorders, National Institute of Sensory Organs, National Tokyo Medical Center, 2-5-1 Higashigaoka, Meguro-ku, Tokyo, 152-8902, Japan.
| | - Yuko Miyanaga
- Laboratory of Auditory Disorders, National Institute of Sensory Organs, National Tokyo Medical Center, 2-5-1 Higashigaoka, Meguro-ku, Tokyo, 152-8902, Japan.
| | - Atsuko Nakano
- Division of Otorhinolaryngology, Chiba Children's Hospital, 579-1 Hetacho, Midori-ku, Chiba, Chiba, 266-0007, Japan.
| | - Yukiko Arimoto
- Division of Otorhinolaryngology, Chiba Children's Hospital, 579-1 Hetacho, Midori-ku, Chiba, Chiba, 266-0007, Japan.
| | - Sawako Masuda
- Department of Otorhinolaryngology, National Mie Hospital, 357 Osato-Kubota, Tsu, Mie, 514-0125, Japan.
| | - Noriko Morimoto
- Division of Otolaryngology, National Center for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo, 157-8535, Japan.
| | - Hirokazu Sakamoto
- Department of Otorhinolaryngology, Hyogo Prefectural Kobe Children's Hospital, 1-1-1 Takakuradai, Suma-ku, Kobe, Hyogo, 654-0081, Japan.
| | - Kimitaka Kaga
- National Institute of Sensory Organs, National Tokyo Medical Center, 2-5-1 Higashigaoka, Meguro-ku, Tokyo, 152-8902, Japan.
| | - Tatsuo Matsunaga
- Laboratory of Auditory Disorders, National Institute of Sensory Organs, National Tokyo Medical Center, 2-5-1 Higashigaoka, Meguro-ku, Tokyo, 152-8902, Japan. .,Medical Genetics Center, National Tokyo Medical Center, 2-5-1 Higashigaoka, Meguro-ku, Tokyo, 152-8902, Japan.
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Baudhuin LM, Lagerstedt SA, Klee EW, Fadra N, Oglesbee D, Ferber MJ. Confirming Variants in Next-Generation Sequencing Panel Testing by Sanger Sequencing. J Mol Diagn 2015; 17:456-61. [PMID: 25960255 DOI: 10.1016/j.jmoldx.2015.03.004] [Citation(s) in RCA: 85] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2014] [Revised: 02/18/2015] [Accepted: 03/24/2015] [Indexed: 11/30/2022] Open
Abstract
Current clinical laboratory practice guidelines for next-generation sequencing (NGS) do not provide definitive guidance on confirming NGS variants. Sanger confirmation of NGS results can be inefficient, redundant, and expensive. We evaluated the accuracy of NGS-detected single-nucleotide variants (SNVs) and insertion/deletion variants (indels) and the necessity of NGS variant confirmation using four NGS target-capture gene panels covering 117 genes, 568 Kbp, and 77 patient DNA samples. Unique NGS-detected variants (1080 SNVs and 124 indels) underwent Sanger confirmation and/or were compared to data from the 1000 Genomes Project (1000G). Recurrent variants in unrelated samples resulted in 919 comparisons between NGS and Sanger, with 100% concordance. In a second comparison, 762 unique NGS results (736 SNVs, 26 indels) from seven 1000G samples were found to have 97.1% concordance with 1000G phase 1 data. Sanger sequencing and 1000G phase 3 data confirmed the accuracy of the NGS results for all 1000G phase 1 discrepancies. In all samples, the depth of coverage exceeded 100× in >99.7% of bases in the target regions. In conclusion, confirmatory analysis by Sanger sequencing of SNVs detected via capture-based NGS testing that meets appropriate quality thresholds is unnecessarily redundant. In contrast, Sanger sequencing for indels may be required for defining the correct genomic location, and Sanger may be used for quality-assurance purposes.
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Affiliation(s)
- Linnea M Baudhuin
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota.
| | - Susan A Lagerstedt
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Eric W Klee
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota
| | - Numrah Fadra
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota
| | - Devin Oglesbee
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Matthew J Ferber
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota.
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Lebeko K, Bosch J, Noubiap JJN, Dandara C, Wonkam A. Genetics of hearing loss in Africans: use of next generation sequencing is the best way forward. Pan Afr Med J 2015; 20:383. [PMID: 26185573 PMCID: PMC4499266 DOI: 10.11604/pamj.2015.20.383.5230] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2014] [Accepted: 09/27/2014] [Indexed: 11/11/2022] Open
Abstract
Hearing loss is the most common communication disorder affecting about 1-7/1000 births worldwide. The most affected areas are developing countries due toextensively poor health care systems. Environmental causes contribute to 50-70% of cases, specifically meningitis in sub-Saharan Africa. The other 30-50% is attributed to genetic factors. Nonsyndromic hearing loss is the most common form of hearing loss accounting for up to 70% of cases. The most common mode of inheritance is autosomal recessive. The most prevalent mutations associated with autosomal recessive nonsyndromic hearing loss (ARNSHL) are found within connexin genes such as GJB2, mostly in people of European and Asian origin. For example, the c.35delG mutation ofGJB2 is found in 70% of ARNSHL patients of European descentand is rare in populations of otherethnicities. Other GJB2 mutations have been reported in various populations. The second most common mutations are found in theconnexin gene, GJB6, also with a high prevalencein patients of European descent. To date more than 60 genes have been associated with ARNSHL. We previously showed that mutations in GJB2, GJB6 and GJA1 are not significant causes of ARNSHL inpatients from African descents, i.e. Cameroonians and South AfricansIn order to resolve ARNSHL amongst sub-Saharan African patients, additional genes would need to be explored. Currently at least 60 genes are thought to play a role in ARNSHL thus the current approach using Sanger sequencing would not be appropriate as it would be expensive and time consuming. Next Generation sequencing (NGS) provides the best alternative approach. In this review, we reported on the success of using NGSas observed in various populations and advocate for the use of NGS to resolve cases of ARNSHL in sub-Saharan African populations.
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Affiliation(s)
- Kamogelo Lebeko
- Division of Human Genetics, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Jason Bosch
- Division of Human Genetics, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | | | - Collet Dandara
- Division of Human Genetics, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa ; Institute for Infectious Disease and Molecular Medicine (IDM), Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Ambroise Wonkam
- Division of Human Genetics, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
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Sun Y, Zhang Z, Cheng J, Lu Y, Yang CL, Luo YY, Yang G, Yang H, Zhu L, Zhou J, Yao HQ. A novel mutation of EYA4 in a large Chinese family with autosomal dominant middle-frequency sensorineural hearing loss by targeted exome sequencing. J Hum Genet 2015; 60:299-304. [PMID: 25809937 DOI: 10.1038/jhg.2015.19] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2014] [Revised: 11/20/2014] [Accepted: 01/28/2015] [Indexed: 11/09/2022]
Abstract
The middle-frequency sensorineural hearing loss (MFSNHL) is rare among hereditary non-syndromic hearing loss. To date, only three genes are reported to be associated with MFSNHL, including TECTA, EYA4 and COL11A2. In this report, we analyzed and explored the clinical audiological characteristics and the causative gene of a Chinese family named HG-Z087 with non-syndromic autosomal dominant inherited MFSNHL. Clinical audiological characteristics and inheritance pattern of a family were evaluated, and pedigree was drawn based on medical history investigation. Our results showed that the Chinese family was characterized by late onset, progressive, non-sydromic autosomal dominant MFSNHL. Targeted exome sequencing, conducted using DNA samples of an affected member in this family, revealed a novel heterozygous missense mutation c.1643C>G in exon 18 of EYA4, causing amino-acid (aa) substitution Arg for Thr at a conserved position aa-548. The p.T548R mutation related to hearing loss in the selected Chinese family was validated by Sanger sequencing. However, the mutation was absent in control group containing 100 DNA samples from normal Chinese families. In conclusion, we identified the pathogenic gene and found that the novel missense mutation c.1643C>G (p.T548R) in EYA4 might have caused autosomal dominant non-syndromic hearing impairment in the selected Chinese family.
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Affiliation(s)
- Yi Sun
- Department of Otolaryngology, Chinese PLA Wuhan General Hospital of Guangzhou Military Command, Wuhan, China
| | - Zhao Zhang
- Department of Otolaryngology, Chinese PLA Wuhan General Hospital of Guangzhou Military Command, Wuhan, China
| | - Jing Cheng
- Department of Otorhinolaryngology Head and Neck Surgery, Institute of Otolaryngology, Chinese PLA General Hospital, Beijing, China
| | - Yu Lu
- Department of Otorhinolaryngology Head and Neck Surgery, Institute of Otolaryngology, Chinese PLA General Hospital, Beijing, China
| | - Chang-Liang Yang
- Department of Otolaryngology, Chinese PLA Wuhan General Hospital of Guangzhou Military Command, Wuhan, China
| | - Yan-Yun Luo
- Department of Otolaryngology, Chinese PLA Wuhan General Hospital of Guangzhou Military Command, Wuhan, China
| | - Guang Yang
- Department of Otolaryngology, Chinese PLA Wuhan General Hospital of Guangzhou Military Command, Wuhan, China
| | - Hui Yang
- Department of Otolaryngology, Chinese PLA Wuhan General Hospital of Guangzhou Military Command, Wuhan, China
| | - Li Zhu
- Department of Otolaryngology, Chinese PLA Wuhan General Hospital of Guangzhou Military Command, Wuhan, China
| | - Jia Zhou
- Department of Otolaryngology, Chinese PLA Wuhan General Hospital of Guangzhou Military Command, Wuhan, China
| | - Hang-Qi Yao
- Department of Otolaryngology, Chinese PLA Wuhan General Hospital of Guangzhou Military Command, Wuhan, China
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15
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Abstract
OBJECTIVES Recently, OTOG and OTOGL were identified as human deafness genes. Currently, only four families are known to have autosomal recessive hearing loss based on mutations in these genes. Because the two genes code for proteins (otogelin and otogelin-like) that are strikingly similar in structure and localization in the inner ear, this study is focused on characterizing and comparing the hearing loss caused by mutations in these genes. DESIGN To evaluate this type of hearing, an extensive set of audiometric and vestibular examinations was performed in the 13 patients from four families. RESULTS All families show a flat to downsloping configuration of the audiogram with mild to moderate sensorineural hearing loss. Speech recognition scores remain good (>90%). Hearing loss is not significantly different in the four families and the psychophysical test results also do not differ among the families. Vestibular examinations show evidence for vestibular hyporeflexia. CONCLUSION Because otogelin and otogelin-like are localized in the tectorial membrane, one could expect a cochlear conductive hearing loss, as was previously shown in DFNA13 (COL11A2) and DFNA8/12 (TECTA) patients. Results of psychophysical examinations, however, do not support this. Furthermore, the authors conclude that there are no phenotypic differences between hearing loss based on mutations in OTOG or OTOGL. This phenotype description will facilitate counseling of hearing loss caused by defects in either of these two genes.
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16
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de Koning TJ, Jongbloed JDH, Sikkema-Raddatz B, Sinke RJ. Targeted next-generation sequencing panels for monogenetic disorders in clinical diagnostics: the opportunities and challenges. Expert Rev Mol Diagn 2014; 15:61-70. [PMID: 25367078 DOI: 10.1586/14737159.2015.976555] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Next-generation sequencing (NGS) will soon be used for clinically heterogeneous, inherited disorders and the increasing number of disease-causing genes reported. Diagnostic laboratories therefore need to decide which NGS methods they are going to invest in and how to implement them. We discuss here the challenges and opportunities of using targeted resequencing (TRS) panels for diagnosing monogenetic disorders. Of the different NGS approaches available, TRS panels offer the opportunity to sequence and analyze a limited set of predetermined target genes. At present, TRS panels offer better base-pair coverage, running times, costs and dataset handling than other NGS applications such as whole genome sequencing and whole exome sequencing. However, working with TRS panels also poses new challenges in variant interpretation, data handling and bioinformatic analyses. To optimize the analyses, TRS panel testing should be performed by bioinformaticians, clinicians and laboratory staff in close collaboration.
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Affiliation(s)
- Tom J de Koning
- University of Groningen, University Medical Center Groningen, Department of Genetics, CB 50, PO Box 30.001, 9700 RB Groningen, The Netherlands
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17
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Gréen A, Gréen H, Rehnberg M, Svensson A, Gunnarsson C, Jonasson J. Assessment of HaloPlex amplification for sequence capture and massively parallel sequencing of arrhythmogenic right ventricular cardiomyopathy-associated genes. J Mol Diagn 2014; 17:31-42. [PMID: 25445213 DOI: 10.1016/j.jmoldx.2014.09.006] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2014] [Revised: 08/12/2014] [Accepted: 09/03/2014] [Indexed: 12/30/2022] Open
Abstract
The genetic basis of arrhythmogenic right ventricular cardiomyopathy (ARVC) is complex. Mutations in genes encoding components of the cardiac desmosomes have been implicated as being causally related to ARVC. Next-generation sequencing allows parallel sequencing and duplication/deletion analysis of many genes simultaneously, which is appropriate for screening of mutations in disorders with heterogeneous genetic backgrounds. We designed and validated a next-generation sequencing test panel for ARVC using HaloPlex. We used SureDesign to prepare a HaloPlex enrichment system for sequencing of DES, DSC2, DSG2, DSP, JUP, PKP2, RYR2, TGFB3, TMEM43, and TTN from patients with ARVC using a MiSeq instrument. Performance characteristics were determined by comparison with Sanger, as the gold standard, and TruSeq Custom Amplicon sequencing of DSC2, DSG2, DSP, JUP, and PKP2. All the samples were successfully sequenced after HaloPlex capture, with >99% of targeted nucleotides covered by >20×. The sequences were of high quality, although one problematic area due to a presumptive context-specific sequencing error-causing motif located in exon 1 of the DSP gene was detected. The mutations found by Sanger sequencing were also found using the HaloPlex technique. Depending on the bioinformatics pipeline, sensitivity varied from 99.3% to 100%, and specificity varied from 99.9% to 100%. Three variant positions found by Sanger and HaloPlex sequencing were missed by TruSeq Custom Amplicon owing to loss of coverage.
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Affiliation(s)
- Anna Gréen
- Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden; Department of Clinical Genetics, County Council of Östergötland, Linköping, Sweden.
| | - Henrik Gréen
- Department of Forensic Genetics and Forensic Toxicology, National Board of Forensic Medicine, Linköping, Sweden; Division of Drug Research, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden; Science for Life Laboratory, School of Biotechnology, Division of Gene Technology, Royal Institute of Technology, Stockholm, Sweden
| | - Malin Rehnberg
- Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden; Department of Clinical Genetics, County Council of Östergötland, Linköping, Sweden
| | - Anneli Svensson
- Department of Medicine and Health Science, Linköping University, Linköping, Sweden; Department of Cardiology, County Council of Östergötland, Linköping, Sweden
| | - Cecilia Gunnarsson
- Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden; Department of Clinical Genetics, County Council of Östergötland, Linköping, Sweden
| | - Jon Jonasson
- Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden; Department of Clinical Genetics, County Council of Östergötland, Linköping, Sweden
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18
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Lu Y, Zhou X, Jin Z, Cheng J, Shen W, Ji F, Liu L, Zhang X, Zhang M, Cao Y, Han D, Choy K, Yuan H. Resolving the genetic heterogeneity of prelingual hearing loss within one family: Performance comparison and application of two targeted next generation sequencing approaches. J Hum Genet 2014; 59:599-607. [PMID: 25231367 PMCID: PMC4521291 DOI: 10.1038/jhg.2014.78] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2014] [Revised: 08/11/2014] [Accepted: 08/12/2014] [Indexed: 12/30/2022]
Abstract
Here, we report an unconventional Chinese pedigree consisting of three branches all segregating prelingual hearing loss (HL) with unclear inheritance pattern. After identifying the cause of one branch as maternally inherited aminoglycoside-induced HL, targeted next generation sequencing (NGS) was applied to identify the genetic causes for the other two branches. One affected subject from each branch was subject to targeted NGS whose genomic DNA was enriched either by whole-exome capture (Agilent SureSelect All Exon 50 Mb) or by candidate genes capture (Agilent SureSelect custom kit). By NGS analysis, we identified that patients from Branch A were compound heterozygous for p.E1006K and p.D1663V in the CDH23 (DFNB12) gene; and patients from Branch B were homozygous for IVS7-2A>G in the SLC26A4 (DFNB4) gene. Both CDH23 mutations altered conserved calcium binding sites of the extracellular cadherin domains. The co-occurrence of three different genetic causes in this family was exceedingly rare but fully compatible with the mutation spectrum of HL. Our study has also raised several technical and analytical issues when applying the NGS technique to genetic testing.
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Affiliation(s)
- Yu Lu
- Institute of Otolaryngology, Chinese PLA General Hospital, Beijing, China
| | - Xueya Zhou
- 1] MOE Key Laboratory of Bioinformatics, Bioinformatics Division and Center for Synthetic and Systems Biology, TNLIST/Department of Automation, Tsinghua University, Beijing, China [2] Department of Psychiatry, The University of Hong Kong, Hong Kong, SAR, China
| | - Zhanguo Jin
- Department of Otolaryngology, Chinese PLA Air Force General Hospital, Beijing, China
| | - Jing Cheng
- Institute of Otolaryngology, Chinese PLA General Hospital, Beijing, China
| | - Weidong Shen
- Institute of Otolaryngology, Chinese PLA General Hospital, Beijing, China
| | - Fei Ji
- Institute of Otolaryngology, Chinese PLA General Hospital, Beijing, China
| | - Liyang Liu
- MOE Key Laboratory of Bioinformatics, Bioinformatics Division and Center for Synthetic and Systems Biology, TNLIST/Department of Automation, Tsinghua University, Beijing, China
| | - Xuegong Zhang
- MOE Key Laboratory of Bioinformatics, Bioinformatics Division and Center for Synthetic and Systems Biology, TNLIST/Department of Automation, Tsinghua University, Beijing, China
| | - Michael Zhang
- 1] MOE Key Laboratory of Bioinformatics, Bioinformatics Division and Center for Synthetic and Systems Biology, TNLIST/Department of Automation, Tsinghua University, Beijing, China [2] MCB, Center for Systems Biology, The University of Texas at Dallas, Richardson, TX, USA
| | - Ye Cao
- 1] Department of Obstetrics and Gynaecology, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, Hong Kong, SAR, China [2] CUHK-University of Utrecht Joint Centre for Language, Mind and Brain, The Chinese University of Hong Kong, Shatin, Hong Kong, SAR, China
| | - Dongyi Han
- Institute of Otolaryngology, Chinese PLA General Hospital, Beijing, China
| | - KwongWai Choy
- 1] Department of Obstetrics and Gynaecology, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, Hong Kong, SAR, China [2] CUHK-University of Utrecht Joint Centre for Language, Mind and Brain, The Chinese University of Hong Kong, Shatin, Hong Kong, SAR, China
| | - Huijun Yuan
- Institute of Otolaryngology, Chinese PLA General Hospital, Beijing, China
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19
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Gillespie RL, O'Sullivan J, Ashworth J, Bhaskar S, Williams S, Biswas S, Kehdi E, Ramsden SC, Clayton-Smith J, Black GC, Lloyd IC. Personalized diagnosis and management of congenital cataract by next-generation sequencing. Ophthalmology 2014; 121:2124-37.e1-2. [PMID: 25148791 DOI: 10.1016/j.ophtha.2014.06.006] [Citation(s) in RCA: 122] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2014] [Revised: 05/02/2014] [Accepted: 06/04/2014] [Indexed: 12/21/2022] Open
Abstract
PURPOSE To assess the utility of integrating genomic data from next-generation sequencing and phenotypic data to enhance the diagnosis of bilateral congenital cataract (CC). DESIGN Evaluation of diagnostic technology. PARTICIPANTS Thirty-six individuals diagnosed with nonsyndromic or syndromic bilateral congenital cataract were selected for investigation through a single ophthalmic genetics clinic. METHODS Participants underwent a detailed ophthalmic examination, accompanied by dysmorphology assessment where appropriate. Lenticular, ocular, and systemic phenotypes were recorded. Mutations were detected using a custom-designed target enrichment that permitted parallel analysis of 115 genes associated with CC by high-throughput, next-generation DNA sequencing (NGS). Thirty-six patients and a known positive control were tested. Suspected pathogenic variants were confirmed by bidirectional Sanger sequencing in relevant probands and other affected family members. MAIN OUTCOME MEASURES Molecular genetic results and details of clinical phenotypes were identified. RESULTS Next-generation DNA sequencing technologies are able to determine the precise genetic cause of CC in 75% of individuals, and 85% patients with nonsyndromic CC were found to have likely pathogenic mutations, all of which occurred in highly conserved domains known to be vital for normal protein function. The pick-up rate in patients with syndromic CC also was high, with 63% having potential disease-causing mutations. CONCLUSIONS This analysis demonstrates the clinical utility of this test, providing examples where it altered clinical management, directed care pathways, and enabled more accurate genetic counseling. This comprehensive screen will extend access to genetic testing and lead to improved diagnostic and management outcomes through a stratified medicine approach. Establishing more robust genotype-phenotype correlations will advance knowledge of cataract-forming mechanisms.
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Affiliation(s)
- Rachel L Gillespie
- Manchester Centre for Genomic Medicine, Institute of Human Development, Faculty of Medical and Human Sciences, University of Manchester, Manchester Academic Health Science Centre, Saint Mary's Hospital, Manchester, United Kingdom
| | - James O'Sullivan
- Manchester Centre for Genomic Medicine, Institute of Human Development, Faculty of Medical and Human Sciences, University of Manchester, Manchester Academic Health Science Centre, Saint Mary's Hospital, Manchester, United Kingdom
| | - Jane Ashworth
- Manchester Centre for Genomic Medicine, Institute of Human Development, Faculty of Medical and Human Sciences, University of Manchester, Manchester Academic Health Science Centre, Saint Mary's Hospital, Manchester, United Kingdom; Manchester Royal Eye Hospital, Manchester Academic Health Science Centre, The University of Manchester, Central Manchester Foundation Trust, Manchester, United Kingdom
| | - Sanjeev Bhaskar
- Manchester Centre for Genomic Medicine, Central Manchester University Hospitals NHS Foundation Trust, Manchester Academic Health Science Centre, Saint Mary's Hospital, Manchester, United Kingdom
| | - Simon Williams
- Manchester Centre for Genomic Medicine, Central Manchester University Hospitals NHS Foundation Trust, Manchester Academic Health Science Centre, Saint Mary's Hospital, Manchester, United Kingdom
| | - Susmito Biswas
- Manchester Centre for Genomic Medicine, Institute of Human Development, Faculty of Medical and Human Sciences, University of Manchester, Manchester Academic Health Science Centre, Saint Mary's Hospital, Manchester, United Kingdom; Manchester Royal Eye Hospital, Manchester Academic Health Science Centre, The University of Manchester, Central Manchester Foundation Trust, Manchester, United Kingdom
| | - Elias Kehdi
- Manchester Royal Eye Hospital, Manchester Academic Health Science Centre, The University of Manchester, Central Manchester Foundation Trust, Manchester, United Kingdom
| | - Simon C Ramsden
- Manchester Centre for Genomic Medicine, Institute of Human Development, Faculty of Medical and Human Sciences, University of Manchester, Manchester Academic Health Science Centre, Saint Mary's Hospital, Manchester, United Kingdom; Manchester Centre for Genomic Medicine, Central Manchester University Hospitals NHS Foundation Trust, Manchester Academic Health Science Centre, Saint Mary's Hospital, Manchester, United Kingdom
| | - Jill Clayton-Smith
- Manchester Centre for Genomic Medicine, Institute of Human Development, Faculty of Medical and Human Sciences, University of Manchester, Manchester Academic Health Science Centre, Saint Mary's Hospital, Manchester, United Kingdom; Manchester Centre for Genomic Medicine, Central Manchester University Hospitals NHS Foundation Trust, Manchester Academic Health Science Centre, Saint Mary's Hospital, Manchester, United Kingdom
| | - Graeme C Black
- Manchester Centre for Genomic Medicine, Institute of Human Development, Faculty of Medical and Human Sciences, University of Manchester, Manchester Academic Health Science Centre, Saint Mary's Hospital, Manchester, United Kingdom; Manchester Centre for Genomic Medicine, Central Manchester University Hospitals NHS Foundation Trust, Manchester Academic Health Science Centre, Saint Mary's Hospital, Manchester, United Kingdom.
| | - I Christopher Lloyd
- Manchester Centre for Genomic Medicine, Institute of Human Development, Faculty of Medical and Human Sciences, University of Manchester, Manchester Academic Health Science Centre, Saint Mary's Hospital, Manchester, United Kingdom; Manchester Royal Eye Hospital, Manchester Academic Health Science Centre, The University of Manchester, Central Manchester Foundation Trust, Manchester, United Kingdom
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20
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Yu Z, Cao K, Tischler T, Stolle CA, Santani AB. Mung bean nuclease treatment increases capture specificity of microdroplet-PCR based targeted DNA enrichment. PLoS One 2014; 9:e103491. [PMID: 25058678 PMCID: PMC4110027 DOI: 10.1371/journal.pone.0103491] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2014] [Accepted: 07/01/2014] [Indexed: 12/04/2022] Open
Abstract
Targeted DNA enrichment coupled with next generation sequencing has been increasingly used for interrogation of select sub-genomic regions at high depth of coverage in a cost effective manner. Specificity measured by on-target efficiency is a key performance metric for target enrichment. Non-specific capture leads to off-target reads, resulting in waste of sequencing throughput on irrelevant regions. Microdroplet-PCR allows simultaneous amplification of up to thousands of regions in the genome and is among the most commonly used strategies for target enrichment. Here we show that carryover of single-stranded template genomic DNA from microdroplet-PCR constitutes a major contributing factor for off-target reads in the resultant libraries. Moreover, treatment of microdroplet-PCR enrichment products with a nuclease specific to single-stranded DNA alleviates off-target load and improves enrichment specificity. We propose that nuclease treatment of enrichment products should be incorporated in the workflow of targeted sequencing using microdroplet-PCR for target capture. These findings may have a broad impact on other PCR based applications for which removal of template DNA is beneficial.
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Affiliation(s)
- Zhenming Yu
- Division of Genomic Diagnostics and Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
- * E-mail: (ZY) (ZY); (ABS) (AS)
| | - Kajia Cao
- Division of Genomic Diagnostics and Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
| | - Tanya Tischler
- Division of Genomic Diagnostics and Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
| | - Catherine A. Stolle
- Division of Genomic Diagnostics and Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
| | - Avni B. Santani
- Division of Genomic Diagnostics and Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- * E-mail: (ZY) (ZY); (ABS) (AS)
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21
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Azaiez H, Booth KT, Bu F, Huygen P, Shibata SB, Shearer AE, Kolbe D, Meyer N, Black-Ziegelbein EA, Smith RJH. TBC1D24 mutation causes autosomal-dominant nonsyndromic hearing loss. Hum Mutat 2014; 35:819-23. [PMID: 24729539 DOI: 10.1002/humu.22557] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2014] [Accepted: 03/26/2014] [Indexed: 11/08/2022]
Abstract
Hereditary hearing loss is extremely heterogeneous. Over 70 genes have been identified to date, and with the advent of massively parallel sequencing, the pace of novel gene discovery has accelerated. In a family segregating progressive autosomal-dominant nonsyndromic hearing loss (NSHL), we used OtoSCOPE® to exclude mutations in known deafness genes and then performed segregation mapping and whole-exome sequencing to identify a unique variant, p.Ser178Leu, in TBC1D24 that segregates with the hearing loss phenotype. TBC1D24 encodes a GTPase-activating protein expressed in the cochlea. Ser178 is highly conserved across vertebrates and its change is predicted to be damaging. Other variants in TBC1D24 have been associated with a panoply of clinical symptoms including autosomal recessive NSHL, syndromic hearing impairment associated with onychodystrophy, osteodystrophy, mental retardation, and seizures (DOORS syndrome), and a wide range of epileptic disorders.
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Affiliation(s)
- Hela Azaiez
- Molecular Otolaryngology & Renal Research Laboratories, Department of Otolaryngology-Head and Neck Surgery, University of Iowa Hospitals and Clinics, Iowa City, Iowa
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22
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Strom SP, Lee H, Das K, Vilain E, Nelson SF, Grody WW, Deignan JL. Assessing the necessity of confirmatory testing for exome-sequencing results in a clinical molecular diagnostic laboratory. Genet Med 2014; 16:510-5. [PMID: 24406459 PMCID: PMC4079763 DOI: 10.1038/gim.2013.183] [Citation(s) in RCA: 101] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2013] [Accepted: 10/18/2013] [Indexed: 02/07/2023] Open
Abstract
Purpose Sanger sequencing is currently considered the gold standard methodology for clinical molecular diagnostic testing. However, next generation sequencing (NGS) has already emerged as a much more efficient means to identify genetic variants within gene panels, the exome, or the genome. We sought to assess the accuracy of NGS variant identification in our clinical genomics laboratory with the goal of establishing a quality score threshold for confirmatory Sanger-based testing. Methods Confirmation data for reported results from 144 sequential clinical exome sequencing cases (94 unique variants) and an additional set of 16 variants from comparable research samples were analyzed. Results 103 of 110 total SNVs analyzed had a quality score ≥Q500, 103 (100%) of which were confirmed by Sanger sequencing. Of the remaining 7 variants with quality scores <Q500, 6 were confirmed by Sanger sequencing (85%). Conclusions For single nucleotide variants, we predict we will be able to reduce our Sanger confirmation workload going forward by 70–80%. This serves as a proof of principle that as long as sufficient validation and quality control measures are implemented, the volume of Sanger confirmation can be reduced, alleviating a significant amount of the labor and cost burden on clinical laboratories wishing to utilize NGS technology. However, Sanger confirmation of low quality single nucleotide variants and all indels (insertions or deletions less than 10 bp) remains necessary at this time in our laboratory.
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Affiliation(s)
- Samuel P Strom
- 1] Department of Pathology and Laboratory Medicine¸ David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA [2] Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Hane Lee
- Department of Pathology and Laboratory Medicine¸ David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Kingshuk Das
- Department of Pathology and Laboratory Medicine¸ David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Eric Vilain
- 1] Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA [2] Department of Pediatrics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Stanley F Nelson
- 1] Department of Pathology and Laboratory Medicine¸ David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA [2] Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Wayne W Grody
- 1] Department of Pathology and Laboratory Medicine¸ David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA [2] Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA [3] Department of Pediatrics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Joshua L Deignan
- Department of Pathology and Laboratory Medicine¸ David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
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23
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Dorn C, Grunert M, Sperling SR. Application of high-throughput sequencing for studying genomic variations in congenital heart disease. Brief Funct Genomics 2013; 13:51-65. [PMID: 24095982 DOI: 10.1093/bfgp/elt040] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Congenital heart diseases (CHD) represent the most common birth defect in human. The majority of cases are caused by a combination of complex genetic alterations and environmental influences. In the past, many disease-causing mutations have been identified; however, there is still a large proportion of cardiac malformations with unknown precise origin. High-throughput sequencing technologies established during the last years offer novel opportunities to further study the genetic background underlying the disease. In this review, we provide a roadmap for designing and analyzing high-throughput sequencing studies focused on CHD, but also with general applicability to other complex diseases. The three main next-generation sequencing (NGS) platforms including their particular advantages and disadvantages are presented. To identify potentially disease-related genomic variations and genes, different filtering steps and gene prioritization strategies are discussed. In addition, available control datasets based on NGS are summarized. Finally, we provide an overview of current studies already using NGS technologies and showing that these techniques will help to further unravel the complex genetics underlying CHD.
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Affiliation(s)
- Cornelia Dorn
- Department of Cardiovascular Genetics, Experimental and Clinical Research Center (ECRC), Charité-University Medicine Berlin and Max Delbrück Center (MDC) for Molecular Medicine, Lindenberger Weg 80, 13125 Berlin, Germany. Department of Biochemistry, Free University Berlin, Berlin, Germany. Tel.: +49-(0)30-450540123; Fax: +49-(0)30-84131699;
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Shahzad M, Sivakumaran TA, Qaiser TA, Schultz JM, Hussain Z, Flanagan M, Bhinder MA, Kissell D, Greinwald JH, Khan SN, Friedman TB, Zhang K, Riazuddin S, Riazuddin S, Ahmed ZM. Genetic analysis through OtoSeq of Pakistani families segregating prelingual hearing loss. Otolaryngol Head Neck Surg 2013; 149:478-87. [PMID: 23770805 DOI: 10.1177/0194599813493075] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
OBJECTIVE To identify the genetic cause of prelingual sensorineural hearing loss in Pakistani families using a next-generation sequencing (NGS)-based mutation screening test named OtoSeq. STUDY DESIGN Prospective study. SETTING Research laboratory. SUBJECTS AND METHODS We used 3 fluorescently labeled short tandem repeat (STR) markers for each of the known autosomal recessive nonsyndromic (DFNB) and Usher syndrome (USH) locus to perform a linkage analysis of 243 multigenerational Pakistani families segregating prelingual hearing loss. After genotyping, we focused on 34 families with potential linkage to MYO7A, CDH23, and SLC26A4. We screened affected individuals from a subset of these families using the OtoSeq platform to identify underlying genetic variants. Sanger sequencing was performed to confirm and study the segregation of mutations in other family members. For novel mutations, normal hearing individuals from ethnically matched backgrounds were also tested. RESULTS Hearing loss was found to co-segregate with locus-specific STR markers for MYO7A in 32 families, CDH23 in 1 family, and SLC26A4 in 1 family. Using the OtoSeq platform, a microdroplet PCR-based enrichment followed by NGS, we identified mutations in 28 of the 34 families including 11 novel mutations. Sanger sequencing of these mutations showed 100% concordance with NGS data and co-segregation of the mutant alleles with the hearing loss phenotype in the respective families. CONCLUSION Using NGS-based platforms like OtoSeq in families segregating hearing loss will contribute to the identification of common and population-specific mutations, early diagnosis, genetic counseling, and molecular epidemiology.
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Affiliation(s)
- Mohsin Shahzad
- Divisions of Ophthalmology, Cincinnati Children's Hospital Research Foundation, Cincinnati, Ohio USA
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