ArticleGenome medicine2019
From cytogenetics to cytogenomics: whole-genome sequencing as a first-line test comprehensively captures the diverse spectrum of disease-causing genetic variation underlying intellectual disability.
Article in Genome medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 85 papers.
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Who cites it
85 citing papers in PubMed.
- A nationwide prospective randomized trial for diagnosing developmental disorders demonstrates genome sequencing outperforms standard of care.Genome medicine · 2026Trial
- Genomic Medicine Sweden: Advancing precision medicine at the national level.Journal of internal medicine · 2026Review
- Benchmarking long-read variant sensitivity across ONT and PacBio platforms using known clinically reported variants in a cohort of critically ill newborns.medRxiv : the preprint server for health sciences · 2026Article
- The ZMIZ1-GTF2I interaction as a potential contributor to the neurodevelopmental phenotype in neurodevelopmental disorder with dysmorphic facies and distal skeletal anomalies (NEDDFSA).Pediatric research · 2026Article
- Rare variants in TTC7A, ROCK2 and LIMK2 suggest a role for the ROCK-signaling pathway in isolated intestinal malrotation.Pediatric surgery international · 2026Article
- The genomic medicine center Karolinska 10-year report on genome sequencing for rare diseases and a strategy for stepwise clinical implementation.Genome medicine · 2026Article
- What do European clinical guidelines say about genetic testing for people with neuropsychiatric disorders? A scoping review.Psychiatric genetics · 2026Article
- Long-read genome sequencing enhances diagnostics of pediatric neurological disorders.Genome medicine · 2026Article
- Decoding structural birth defects through genomic landscapes: Innovative frameworks for diagnosis (Review).International journal of molecular medicine · 2026Review
- Improved genomic characterization of a clinically heterogeneous pediatric cohort with WGS vs. WES.Scientific reports · 2025Article
- Recommendations for bioinformatics in clinical practice.Genome medicine · 2025Review
- First-Tier Versus Last-Tier Trio Whole-Genome Sequencing for the Diagnosis of Pediatric-Onset Rare Diseases.Clinical genetics · 2025Article
- Clinical whole genome sequencing in pediatric epilepsy: Genetic and phenotypic spectrum of 733 individuals.Epilepsia · 2025Article
- [Genetic diagnostics of mental health disorders in adulthood].Der Nervenarzt · 2025Review
- CYTO-SV-ML: A Machine Learning Tool for Cytogenetic Structural Variant Analysis in Somatic Cell Type Using Genome Sequences.Life (Basel, Switzerland) · 2025Article
- The value of age of onset and family history as predictors of molecular diagnosis in a Swedish cohort of inherited retinal disease.Acta ophthalmologica · 2025Article
- Identification of intragenic variants in pediatric patients with intellectual disability in Peru.BMC medical genomics · 2025Article
- Rapid Whole-Genome Sequencing in Critically Ill Infants and Children with Suspected, Undiagnosed Genetic Diseases: Evolution to a First-Tier Clinical Laboratory Test in the Era of Precision Medicine.Children (Basel, Switzerland) · 2025Review
- Neurobiological Relationships Between Neurodevelopmental Disorders and Mood Disorders.Brain sciences · 2025Review
- Diagnostic Use of Genome Sequencing in Patients With 11p15.5 Imprinting Disorder Features: A Pilot Study.Clinical genetics · 2025Article
25 more citing papers are in PubMed but not listed here.
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Abstract
backgroundSince different types of genetic variants, from single nucleotide variants (SNVs) to large chromosomal rearrangements, underlie intellectual disability, we evaluated the use of whole-genome sequencing (WGS) rather than chromosomal microarray analysis (CMA) as a first-line genetic diagnostic test.
methodsWe analyzed three cohorts with short-read WGS: (i) a retrospective cohort with validated copy number variants (CNVs) (cohort 1, n = 68), (ii) individuals referred for monogenic multi-gene panels (cohort 2, n = 156), and (iii) 100 prospective, consecutive cases referred to our center for CMA (cohort 3). Bioinformatic tools developed include FindSV, SVDB, Rhocall, Rhoviz, and vcf2cytosure.
resultsFirst, we validated our structural variant (SV)-calling pipeline on cohort 1, consisting of three trisomies and 79 deletions and duplications with a median size of 850 kb (min 500 bp, max 155 Mb). All variants were detected. Second, we utilized the same pipeline in cohort 2 and analyzed with monogenic WGS panels, increasing the diagnostic yield to 8%. Next, cohort 3 was analyzed by both CMA and WGS. The WGS data was processed for large (> 10 kb) SVs genome-wide and for exonic SVs and SNVs in a panel of 887 genes linked to intellectual disability as well as genes matched to patient-specific Human Phenotype Ontology (HPO) phenotypes. This yielded a total of 25 pathogenic variants (SNVs or SVs), of which 12 were detected by CMA as well. We also applied short tandem repeat (STR) expansion detection and discovered one pathologic expansion in ATXN7. Finally, a case of Prader-Willi syndrome with uniparental disomy (UPD) was validated in the WGS data. Important positional information was obtained in all cohorts. Remarkably, 7% of the analyzed cases harbored complex structural variants, as exemplified by a ring chromosome and two duplications found to be an insertional translocation and part of a cryptic unbalanced translocation, respectively.
conclusionThe overall diagnostic rate of 27% was more than doubled compared to clinical microarray (12%). Using WGS, we detected a wide range of SVs with high accuracy. Since the WGS data also allowed for analysis of SNVs, UPD, and STRs, it represents a powerful comprehensive genetic test in a clinical diagnostic laboratory setting.
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