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Ovchinnikov, D.

Publications and source records attributed to Ovchinnikov, D..

3 recordsLinked to original sources

SYNGAP1 haploinsufficiency disrupts early neurodevelopment and accelerates intrinsic neuronal maturation in human patient-derived models

SYNGAP1 developmental and epileptic encephalopathy (DEE) is a severe neurodevelopmental disorder characterised by intellectual disability, developmental delay, and refractory epilepsy caused by heterozygous variants in SYNGAP1, which encodes Synaptic Ras GTPase-activating protein 1. While SYNGAP1 is best known for its role at the postsynaptic density, increasing evidence indicates that haploinsufficiency also disrupts early neurodevelopment. Here, we used patient-derived induced pluripotent stem cell (iPSC) models to investigate early neurodevelopmental and neuronal phenotypes associated with SYNGAP1 haploinsufficiency. iPSCs derived from a female patient carrying the frameshift variant p.Leu150Valfs*6 were differentiated into two complementary models: micropatterned neural rosettes representing early neuroepithelial organisation and NGN2-induced excitatory neurons representing postmitotic functional development. Patient-derived neural rosettes displayed enlarged, dysmorphic lumens, indicating disrupted neuroepithelial organisation at the earliest stages of brain development. Transcriptomic profiling revealed widespread dysregulation of genes involved in neurodevelopment, cell adhesion and ion channel regulation, including coordinated downregulation of protocadherin family members. Whole-cell patch-clamp electrophysiology demonstrated reduced input resistance, larger action potential amplitudes, and increased inward and outward current densities, consistent with accelerated intrinsic neuronal maturation rather than generalized hyperexcitability. Together, these complementary findings demonstrate that SYNGAP1 haploinsufficiency disrupts early human brain development and accelerates intrinsic neuronal maturation, with pathogenic mechanisms emerging before synaptogenesis and extending beyond SYNGAP1s established synaptic role.

neuroscience↗

Machine learning-based image analysis of Parkinson's disease iPS-derived neurons predicts genotype and reveals mitochondria-lysosome abnormalities

Mitochondrial and lysosomal dysfunction are central features of Parkinsons disease (PD) across major genetic forms including PRKN, SNCA, and LRRK2. We applied cell morphomics, a machine-learning-based framework combining high-content imaging with quantitative feature extraction, to analyse mitochondrial and lysosomal morphology at single-cell resolution in iPS cell-derived cortical neurons from PD patients and healthy controls (13 lines total). Supervised machine-learning models distinguished PD neurons from controls with high accuracy (AUC = 0.87) and reliably separated individual genotypes. Feature importance and attribution analysis revealed genotype-specific organelle biases, with mitochondrial features dominating classification in PRKN neurons, balanced mitochondrial and lysosomal contributions in SNCA neurons, and a greater lysosomal contribution in LRRK2 neurons. Multi-class models retained strong performance, and findings were reproduced across two independent laboratories using different dyes and imaging conditions. These results demonstrate that morphomics provides a robust and scalable framework to quantify genotype-specific organelle abnormalities in PD neurons and supports its application for cellular stratification and biomarker discovery.

neuroscience↗

Platypus Induced Pluripotent Stem Cells: the Unique Pluripotency Signature of a Monotreme

Summary StatementThe generation and transcriptome analysis of the first induced pluripotent stem cells from the platypus reveals SOX2 has been a key driver of the expanded pluripotency regulatory network in placental mammals.\n\nABSTRACTThe mechanisms by which pluripotency has evolved remain unclear. To gain insight into the evolution of mammalian pluripotency we have generated induced pluripotent stem cells (piPSCs) from the platypus. Deep sequencing of the piPSC transcriptome revealed that piPSCs robustly express the core eutherian pluripotency factors OCT4, SOX2 and NANOG. Given the more extensive role of SOX3 over SOX2 in avian pluripotency, our data indicate that between 315 million years and 166 million years ago primitive mammals replaced the role of SOX3 in the vertebrate pluripotency network with SOX2. DAX1/NR0B1 is not expressed in piPSCs and an analysis of the platypus DAX1 promoter revealed the absence of a proximal SOX2-binding DNA motif known to be critical for DAX1 expression in eutherian pluripotent stem cells, suggesting that the acquisition of SOX2 responsiveness by DAX1 has facilitated its recruitment into the pluripotency network of eutherians. We further show that the expression ratio of X chromosomes to autosomes (X1-5 X1-5:AA) is approximately equal to 1 indicating that there is no upregulation of X-linked genes and that there is no preference for silencing of maternal or paternal alleles (ie imprinting).

cell biology↗