New insights into neurodevelopmental disorders by whole genome sequencing of 100 families from Italy

Neurodevelopmental disorders (NDDs) have a strong but largely unexplained genetic basis. Moreover, the genetic architecture of these complex disorders in under-represented communities is poorly studied. We analyzed 110 probands from 100 families (for a total of 298 individuals), using whole genome sequencing (WGS) to identify genetic contributors to NDDs. This study is part of the '5000genomi@VdA' project characterizing Valle d'Aosta (Italy) genomic landscape in health and disease. Probands were stratified into three diagnostic categories: ASD (autism spectrum disorder without intellectual disability), ID (intellectual disability without ASD), and ASD-ID (autism spectrum disorder with comorbid intellectual disability). Following the ACMG guidelines, we identified 32 likely phenotype-causing variants in known NDD-associated genes in 26.4% of the probands. We observed a diagnostic yield gradient, lowest in ASD, intermediate in ASD-ID, and highest in ID. We also identified 42 variants of uncertain significance, 14 of which were located in genes not previously linked to NDDs but relevant to neurodevelopment, and may thus represent new NDD candidate genes. Furthermore, we used Evo 2, an evolutionary constraint-based model, to refine variant interpretation and identify VUS with pathogenic-like signatures. These findings highlight the utility of WGS in exploring the genetic heterogeneity within stratified NDD clinical groups.

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Journal
npj Genomic Medicine
Published
2026-02-02
DOI
https://doi.org/10.1038/s41525-025-00547-8
Primary Topic
Genomics and Rare Diseases
Type
article
Field-Weighted Citation Impact
0.00

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article

New insights into neurodevelopmental disorders by whole genome sequencing of 100 families from Italy

Francesco Musacchia, Federica Furia, Alessandro Coppe, Andrea Cavalli et al.
npj Genomic Medicine
Genomics and Rare Diseases
article

New insights into neurodevelopmental disorders by whole genome sequencing of 100 families from Italy

Francesco Musacchia, Federica Furia, Alessandro Coppe, Andrea Cavalli, Fabio Landuzzi, Sara Gottardo, Marianne Canonico, Gaia Treves, Manuela Vecchi, Antonio Amoroso, Francesca Groppo, Serena Donetti Dontin, Sara Trova, Paolo Serravalle, Martina Toscano, Remo Sanges, A.M. Beoni, Giovanni Spirito, N. Locci, Debora Charrance, Vittoria Perseghin, Cecilia Cargnelutti, Stefano Marangoni, Agata Fant, Laure Obino, Erika Bibbò, Cristina Bérard, Mélody Colliard, Alessandro Rosina, Khudayar Farmanli, Stefano Gustincich
article en

Abstract

Neurodevelopmental disorders (NDDs) have a strong but largely unexplained genetic basis. Moreover, the genetic architecture of these complex disorders in under-represented communities is poorly studied. We analyzed 110 probands from 100 families (for a total of 298 individuals), using whole genome sequencing (WGS) to identify genetic contributors to NDDs. This study is part of the '5000genomi@VdA' project characterizing Valle d'Aosta (Italy) genomic landscape in health and disease. Probands were stratified into three diagnostic categories: ASD (autism spectrum disorder without intellectual disability), ID (intellectual disability without ASD), and ASD-ID (autism spectrum disorder with comorbid intellectual disability). Following the ACMG guidelines, we identified 32 likely phenotype-causing variants in known NDD-associated genes in 26.4% of the probands. We observed a diagnostic yield gradient, lowest in ASD, intermediate in ASD-ID, and highest in ID. We also identified 42 variants of uncertain significance, 14 of which were located in genes not previously linked to NDDs but relevant to neurodevelopment, and may thus represent new NDD candidate genes. Furthermore, we used Evo 2, an evolutionary constraint-based model, to refine variant interpretation and identify VUS with pathogenic-like signatures. These findings highlight the utility of WGS in exploring the genetic heterogeneity within stratified NDD clinical groups.

npj Genomic MedicineVol. 11(1)
Scuola Internazionale Superiore di Studi Avanzati (IT), Italian Institute of Technology (IT), Azienda Ospedaliera Citta' della Salute e della Scienza di Torino (IT), Italian Society of Physiotherapy (IT), University of Aosta Valley (IT), Computational Physics (United States) (US), Associazione Italiana Arbitri (IT), École Polytechnique Fédérale de Lausanne (CH)
China University of Petroleum, Beijing, European Regional Development Fund, European Social Fund
Openalex Percentile: Top 65%
Genomics and Rare Diseases
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