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Applicability and Efficiency of NGS in Routine Diagnosis: In-Depth Performance Analysis of a Complete Workflow for CFTR Mutation Analysis
- Source :
- PLoS ONE, PLoS ONE, Vol 11, Iss 2, p e0149426 (2016)
- Publication Year :
- 2015
-
Abstract
- BACKGROUND:Actually, about 2000 sequence variations have been documented in the CFTR gene requiring extensive and multi-step genetic testing in the diagnosis of cystic fibrosis and CFTR-related disorders. We present a two phases study, with validation and performance monitoring, of a single experiment methodology based on multiplex PCR and high throughput sequencing that allows detection of all variants, including large rearrangements, affecting the coding regions plus three deep intronic loci. METHODS:A total of 340 samples, including 257 patients and 83 previously characterized control samples, were sequenced in 17 MiSeq runs and analyzed with two bioinformatic pipelines in routine diagnostic conditions. We obtained 100% coverage for all the target regions in every tested sample. RESULTS:We correctly identified all the 87 known variants in the control samples and successfully confirmed the 62 variants identified among the patients without observing false positive results. Large rearrangements were identified in 18/18 control samples. Only 17 patient samples showed false positive signals (6.6%), 12 of which showed a borderline result for a single amplicon. We also demonstrated the ability of the assay to detect allele specific dropout of amplicons when a sequence variation occurs at a primer binding site thus limiting the risk for false negative results. CONCLUSIONS:We described here the first NGS workflow for CFTR routine analysis that demonstrated equivalent diagnostic performances compared to Sanger sequencing and multiplex ligation-dependent probe amplification. This study illustrates the advantages of NGS in term of scalability, workload reduction and cost-effectiveness in combination with an improvement of the overall data quality due to the simultaneous detection of SNVs and large rearrangements.
- Subjects :
- 0301 basic medicine
Cystic Fibrosis
Molecular biology
DNA Mutational Analysis
Gene Identification and Analysis
lcsh:Medicine
Cystic Fibrosis Transmembrane Conductance Regulator
Artificial Gene Amplification and Extension
Polymerase Chain Reaction
Workflow
Database and Informatics Methods
0302 clinical medicine
Sequencing techniques
Coding region
DNA sequencing
lcsh:Science
Genetics
Multidisciplinary
biology
medicine.diagnostic_test
Genomics
Cystic fibrosis transmembrane conductance regulator
030220 oncology & carcinogenesis
Transcriptome Analysis
Sequence Analysis
Research Article
Next-Generation Sequencing
Sequence analysis
Bioinformatics
03 medical and health sciences
Multiplex polymerase chain reaction
medicine
Humans
Genetic Testing
Allele
Mutation Detection
Alleles
Genetic testing
Biology and life sciences
lcsh:R
Dideoxy DNA sequencing
Computational Biology
Sequence Analysis, DNA
Genome Analysis
Research and analysis methods
030104 developmental biology
Molecular biology techniques
Genetic Loci
biology.protein
lcsh:Q
Sequence Alignment
Subjects
Details
- ISSN :
- 19326203
- Volume :
- 11
- Issue :
- 2
- Database :
- OpenAIRE
- Journal :
- PloS one
- Accession number :
- edsair.doi.dedup.....2d446cf79be7cee3b81abeab2eb2a0f6