Whole genome sequencing for diagnosis of neurological repeat expansion disorders
Ibanez, K.; Polke, J.; Hagelstrom, T.; Dolzhenko, E.; Pasko, D.; Thomas, E.; Daugherty, L.; Kasperaviciute, D.; McDonagh, E. M.; Smith, K. R.; Rueda Martin, A.; Polychronopoulos, D.; Angus-Leppan, H.; Bhatia, K. P.; Davison, J. E.; Festenstein, R.; Fratta, P.; Giunti, P.; Howard, R.; Korlipara, L. V. P.; Laura, M.; McEntagart, M.; Menzies, L.; Morris, H.; Reilly, M. M.; Robinson, R.; Rosser, E.; Faravelli, F.; Schrag, A.; Schott, J. M.; Warner, T. T.; Wood, N. W.; Bourn, D.; Eggleton, K.; Labrum, R.; Twiss, P.; Abbs, S.; Santos, L.; Almheiri, G.; Sheikh, I.; Vandrovcova, J.; Patch, C.; Tavares
Show abstract
BackgroundRepeat expansion (RE) disorders affect ~1 in 3000 individuals and are clinically heterogeneous diseases caused by expansions of short tandem DNA repeats. Genetic testing is often locus-specific, resulting in under diagnosis of atypical clinical presentations, especially in paediatric patients without a prior positive family history. Whole genome sequencing (WGS) is emerging as a first-line test for rare genetic disorders, but until recently REs were thought to be undetectable by this approach. MethodsWGS pipelines for RE disorder detection were deployed by the 100,000 Genomes Project and Illumina Clinical Services Laboratory. Performance was retrospectively assessed across the 13 most common neurological RE loci using 793 samples with prior orthogonal testing (182 with expanded alleles and 611 with alleles within normal size) and prospectively interrogated in 13,331 patients with suspected genetic neurological disorders. FindingsWGS RE detection showed minimum 97{middle dot}3% sensitivity and 99{middle dot}6% specificity across all 13 disease-associated loci. Applying the pipeline to patients from the 100,000 Genomes Project identified pathogenic repeat expansions which were confirmed in 69 patients, including seven paediatric patients with no reported family history of RE disorders, with a 0.09% false positive rate. InterpretationWe show here for the first time that WGS enables the detection of causative repeat expansions with high sensitivity and specificity, and that it can be used to resolve previously undiagnosed neurological disorders. This includes children with no prior suspicion of a RE disorder. These findings are leading to diagnostic implementation of this analytical pipeline in the NHS Genomic Medicine Centres in England. FundingMedical Research Council, Department of Health and Social Care, National Health Service England, National Institute for Health Research, Illumina Inc
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Genome-Wide Sequencing as a First-Tier Screening Test for Short Tandem Repeat Expansions 96%
- STRchive: a dynamic resource detailing population-level and locus-specific insights at tandem repeat disease loci 96%
- Evaluating Genome Sequencing Strategies: Trio, Singleton, and Standard Testing in Rare Disease Diagnosis 96%
Similar papers in this journal
- Genome Sequencing and Comprehensive Rare Variant Analysis of 465 Families with Neurodevelopmental Disorders 96%
- Detecting cryptic clinically-relevant structural variation in exome sequencing data increases diagnostic yield for developmental disorders 95%
- HiFi long-read genomes for difficult-to-detect clinically relevant variants 95%
Similar papers in this journal
"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.