Integrative transcriptomics and electrophysiological profiling of hiPSC-derived neurons identifies novel druggable pathways in Koolen-de Vries Syndrome

Koolen-de Vries Syndrome (KdVS) is a neurodevelopmental disorder (NDD) caused by KANSL1 haploinsufficiency with no treatment options. To investigate neuronal network activity in KdVS, human induced pluripotent stem cell (hiPSC)-derived neurons from KdVS patients and controls were cultured on microelectrode arrays (MEAs). KdVS networks exhibited reduced burst rates and increased variability in burst rhythmicity. To bridge molecular and functional aspects of the syndrome, we applied MEA-seq, integrating electrophysiological recordings with high-throughput transcriptome profiling. This analysis revealed a negative correlation between the NDD-associated gene CLCN4 and network burst rate. Knockdown of CLCN4 in KdVS neurons restored network bursting toward control levels, highlighting how transcriptome profiling can identify mediators linking genetic defects to relevant physiological phenotypes. We also identified significant correlations between mitochondrial gene expression and network activity and consequently confirmed impaired mitochondrial function in KdVS hiPSC-derived neurons. Using the KdVS transcriptomic signature for computational screening against the LINCS drug perturbation database, we predicted compounds capable of reversing dysregulated gene expression. Ten candidates were prioritized for experimental validation, focusing on mitochondrial function. Among these, the antioxidant phloretin improved multiple aspects of the KdVS-related network activity phenotype, reduced reactive oxygen species, and rescued synaptic density across patient lines, revealing its potential as a therapeutic candidate. Together, these findings demonstrate that integrative MEA-seq profiling can connect molecular and electrophysiological alterations in KdVS, providing a robust framework for identifying novel drugs and druggable pathways for KdVS and potentially other neurodevelopmental disorders.

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Journal
Molecular Psychiatry
Published
2026-02-12
DOI
https://doi.org/10.1038/s41380-026-03482-x
Primary Topic
Genomics and Rare Diseases
Type
article
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0.00

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article

Integrative transcriptomics and electrophysiological profiling of hiPSC-derived neurons identifies novel druggable pathways in Koolen-de Vries Syndrome

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Integrative transcriptomics and electrophysiological profiling of hiPSC-derived neurons identifies novel druggable pathways in Koolen-de Vries Syndrome

Denise Joanne Duineveld, Martijn Zoodsma, Emma Dyke, Rachel Mijdam, Nikki Kolsters, Astrid Oudakker, B. L. Latour, E. I. Lewerissa, D. A. Koolen, P. A. C. ’t Hoen, C. Schoenmaker, B. B. A. de Vries, A. H. A. Verboven, W. J. J. Claassen, S. Puvogel, N. Nadif Kasri
article en

Abstract

Koolen-de Vries Syndrome (KdVS) is a neurodevelopmental disorder (NDD) caused by KANSL1 haploinsufficiency with no treatment options. To investigate neuronal network activity in KdVS, human induced pluripotent stem cell (hiPSC)-derived neurons from KdVS patients and controls were cultured on microelectrode arrays (MEAs). KdVS networks exhibited reduced burst rates and increased variability in burst rhythmicity. To bridge molecular and functional aspects of the syndrome, we applied MEA-seq, integrating electrophysiological recordings with high-throughput transcriptome profiling. This analysis revealed a negative correlation between the NDD-associated gene CLCN4 and network burst rate. Knockdown of CLCN4 in KdVS neurons restored network bursting toward control levels, highlighting how transcriptome profiling can identify mediators linking genetic defects to relevant physiological phenotypes. We also identified significant correlations between mitochondrial gene expression and network activity and consequently confirmed impaired mitochondrial function in KdVS hiPSC-derived neurons. Using the KdVS transcriptomic signature for computational screening against the LINCS drug perturbation database, we predicted compounds capable of reversing dysregulated gene expression. Ten candidates were prioritized for experimental validation, focusing on mitochondrial function. Among these, the antioxidant phloretin improved multiple aspects of the KdVS-related network activity phenotype, reduced reactive oxygen species, and rescued synaptic density across patient lines, revealing its potential as a therapeutic candidate. Together, these findings demonstrate that integrative MEA-seq profiling can connect molecular and electrophysiological alterations in KdVS, providing a robust framework for identifying novel drugs and druggable pathways for KdVS and potentially other neurodevelopmental disorders.

Molecular Psychiatry
Radboud University Nijmegen (NL), Radboud University Medical Center (NL), Radboud Institute for Molecular Life Sciences (NL)
Simons Foundation Autism Research Initiative, European Commission, Radboud Universiteit, Nederlandse Organisatie voor Wetenschappelijk Onderzoek, Radboud Universitair Medisch Centrum
Openalex Percentile: Top 55%
Genomics and Rare Diseases
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