Resolving Diagnostic Uncertainty in Neurodevelopmental Disorders Using Exome Sequencing Supported by Literature-Based
Danijela Krgovic1,2, Peter Gradisnik3, Andreja Osterc Koprivsek3
1University Institute of Genetic Diagnostics, University Medical Centre Maribor, 2000 Maribor, Slovenia.
Biomolecules
|March 28, 2026
Summary
Interpreting genetic variants in neurodevelopmental disorders (NDDs) is challenging. Integrating multi-omics data with exome sequencing improves variant classification and diagnostic confidence for rare NDDs.
Area of Science:
- Genetics
- Neuroscience
- Bioinformatics
Background:
- Neurodevelopmental disorders (NDDs) are genetically complex, with exome sequencing (ES) as a primary diagnostic method.
- Interpreting variants of uncertain significance (VUSs) and inherited variants with incomplete penetrance remains a clinical challenge.
- Multi-omics data can aid in the interpretation of novel and rare variants for NDDs.
Purpose of the Study:
- To assess the utility of integrating multi-omics evidence for interpreting rare genetic variants in patients with NDDs.
- To evaluate challenges in variant classification, including VUSs and incomplete penetrance.
- To explore the diagnostic yield of exome sequencing in a cohort of NDD patients.
Main Methods:
- Exome sequencing (ES) and segregation analysis were performed on 20 patients with NDDs and their parents.
- Variants were classified using ACMG/ACGS guidelines, with literature review and multi-omics data integration.
- Gene-level constraint metrics, in silico predictions, and transcriptomic/proteomic data were utilized.
Main Results:
- Twenty rare variants were identified across 18 NDD-associated genes (3 pathogenic, 9 likely pathogenic, 8 VUSs).
- Challenges with incomplete penetrance were noted for inherited variants in genes like KMT5B, TANC2, SPTBN1, and CHD4.
- Multi-omics evidence supported the interpretation of several VUSs, and two patients had dual molecular diagnoses.
Conclusions:
- Interpreting VUSs and inherited variants in NDDs continues to be a significant clinical hurdle.
- Integrating genomic data with published multi-omics evidence enhances variant interpretation and diagnostic confidence.
- Broader adoption of multi-omics approaches is recommended for evaluating rare NDDs.
Keywords:
multi-omics integrationneurodevelopmental disordersvariant interpretationwhole-exome sequencing

