Copy Number Variant analysis by exome sequencing is an effective approach to optimize diagnostic yield for developmental disorders, the DDD-Africa study
Louw, N.; Makay, P.; Mpangase, P.; Naicker, T.; Yates, L.; Honey, E.; Mbungu, G.; Van Den Bogaert, K.; Firth, H.; Hurles, M.; Lukusa, P.; Devriendt, K.; Krause, A.; Carstens, N.; Lumaka, A.; Lombard, Z.
Show abstract
Copy number variants (CNV) contribute significantly to the pathogenic variation associated with developmental disorders. CNV detection is often not included in standard exome sequencing (ES) analysis. Complementary methods such as chromosomal microarray are typically offered in diagnostic laboratories to diagnose pathogenic CNV. In this study, we aimed to develop an optimal approach for incorporating CNV detection within our ES analysis process for the Deciphering Developmental Disorders in Africa (DDD-Africa) cohort. We analyzed ES data from 505 probands with a developmental disorder, applying a CNV detection approach that assessed data generated using the tools CANOES and XHMM. When available, parental ES data was used to assess inheritance patterns. We confirmed a diagnosis in 42/505 (8,3%) patients with 44 pathogenic CNV identified in the probands. There were 31 deletions and 13 duplications. Among the 27 probands with parental data, all identified CNV were de novo. The addition of CNV analysis to our ES analysis pipeline resulted in an 8.3% increase in diagnostic yield in the DDD-Africa cohort without additional laboratory cost. This approach offers a feasible approach which is likely to reduce analytical cost and is suitable for low- and middle-income countries where funding and resources for genomic medicine initiatives are limited.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Structural variant calling and clinical interpretation in 6224 unsolved rare disease exomes 94%
- Benchmark of tools for CNV detection from NGS panel data in a genetic diagnostics context 92%
- BCL11A intellectual developmental disorder: defining the clinical spectrum and genotype-phenotype correlations 92%
Similar papers in this journal
- Horizon: CNV interpretation through rapid automated ACMG-aligned pathogenicity analysis 93%
- Whole genome sequencing of orofacial cleft trios from the Gabriella Miller Kids First Pediatric Research Consortium identifies a new locus on chromosome 21 93%
- Comprehensive simulation and interpretation of single nucleotide substitutions in GJB2 reveals the genetic and phenotypic landscape of GJB2-related hearing loss 91%
Similar papers in this journal
- Using single molecule Molecular Inversion Probes as a cost-effective, high-throughput sequencing approach to target all genes and loci associated with macular diseases 96%
- Whole genome sequencing of ‘mutation-negative’ individuals with Cornelia de Lange Syndrome 94%
- REVEL is better at predicting pathogenicity of loss-of-function than gain-of-function variants 92%
Similar papers in this journal
- Exome sequencing as a first-tier test for copy number variant detection : retrospective evaluation and prospective screening in 2418 cases 95%
- A comparative medical genomics approach may facilitate the interpretation of rare missense variation 92%
- Single-molecule optical mapping enables quantitative measurement of D4Z4 repeats in facioscapulohumeral muscular dystrophy (FSHD) 92%
Similar papers in this journal
- Optical genome mapping as a next-generation cytogenomic tool for detection of structural and copy number variations for prenatal genomic analyses 94%
- Evaluation of optical genome mapping in clinical genetic testing of facioscapulohumeral muscular dystrophy 94%
- Array Comparative Genomic Hybridisation and Droplet Digital PCR uncover recurrent copy number variation of the titin segmental duplication region 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.