# Resolving Diagnostic Uncertainty in Neurodevelopmental Disorders Using Exome Sequencing Supported by Literature-Based Multi-Omics Evidence

**Authors:** Danijela Krgovic, Peter Gradisnik, Andreja Osterc Koprivsek, Ana Kogovsek, Nadja Kokalj Vokac, Spela Stangler Herodez

PMC · DOI: 10.3390/biom16030399 · Biomolecules · 2026-03-08

## TL;DR

This study shows how combining exome sequencing with published multi-omics data helps clarify uncertain genetic variants in neurodevelopmental disorders.

## Contribution

The novel integration of literature-based multi-omics evidence improves the interpretation of variants in neurodevelopmental disorders.

## Key findings

- Literature-derived multi-omics data supported the classification of several variants of uncertain significance.
- Two patients received dual molecular diagnoses through integrated genomic and multi-omics analysis.
- De novo variants were more commonly classified as pathogenic or likely pathogenic.

## Abstract

Background: Neurodevelopmental disorders (NDDs) are genetically heterogeneous, and exome sequencing (ES) is now a first-line diagnostic tool. However, many patients receive variants of uncertain significance (VUSs) or inherited variants with incomplete penetrance, limiting clinical interpretation. Emerging multi-omics evidence from the literature can support the interpretation of novel and rare variants, helping to refine classification in selected cases. Methods: We assessed 20 patients and their parents referred for genetic testing for NDDs. ES was performed, followed by ACMG/ACGS-based variant classification, segregation analysis, and targeted literature review. Variants were included when deemed plausible contributors to the phenotype by a multidisciplinary team. Gene-level constraint metrics, in silico predictions, and emerging multi-omics evidence from the literature were integrated to support interpretation. Results: Across 18 NDD-associated genes, we identified 20 rare variants: Three pathogenic (P), nine likely pathogenic (LP), and eight VUSs. All P and most LP variants were de novo. Inherited variants, particularly in KMT5B, TANC2, SPTBN1, and CHD4, highlighted challenges related to incomplete penetrance. Two patients had dual molecular diagnoses. Several VUSs were supported by literature-derived transcriptomic, proteomic, or model-system evidence. Conclusions: This cohort underscores ongoing challenges in interpreting VUSs and inherited variants in NDDs. Integrating genomic findings with published multi-omics data enhances variant interpretation, reveals mechanistic insights, and strengthens diagnostic confidence, supporting broader adoption of multi-omics approaches in rare NDD evaluation.

## Linked entities

- **Genes:** KMT5B (lysine methyltransferase 5B) [NCBI Gene 51111], TANC2 (tetratricopeptide repeat, ankyrin repeat and coiled-coil containing 2) [NCBI Gene 26115], SPTBN1 (spectrin beta, non-erythrocytic 1) [NCBI Gene 6711], CHD4 (chromodomain helicase DNA binding protein 4) [NCBI Gene 1108]

## Full-text entities

- **Genes:** SPTBN1 (spectrin beta, non-erythrocytic 1) [NCBI Gene 6711] {aka DDISBA, ELF, HEL102, SPTB2, betaSpII}, CHD4 (chromodomain helicase DNA binding protein 4) [NCBI Gene 1108] {aka CHD-4, Mi-2b, Mi2-BETA, SIHIWES}, KMT5B (lysine methyltransferase 5B) [NCBI Gene 51111] {aka CGI-85, CGI85, MRD51, SUV420H1}, TANC2 (tetratricopeptide repeat, ankyrin repeat and coiled-coil containing 2) [NCBI Gene 26115] {aka IDDALDS, ROLSA, rols}
- **Diseases:** P (MESH:D002972), NDDs (MESH:D002658)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## References

104 references — full list in the complete paper: https://tomesphere.com/paper/PMC13023965/full.md

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Source: https://tomesphere.com/paper/PMC13023965