Artificial intelligence and machine learning‐aided drug discovery in central nervous system diseases: State‐of‐the‐arts and future directions

S Vatansever, A Schlessinger, D Wacker… - Medicinal research …, 2021 - Wiley Online Library
Neurological disorders significantly outnumber diseases in other therapeutic areas.
However, develo** drugs for central nervous system (CNS) disorders remains the most …

Mendelian inheritance revisited: dominance and recessiveness in medical genetics

J Zschocke, PH Byers, AOM Wilkie - Nature Reviews Genetics, 2023 - nature.com
Understanding the consequences of genotype for phenotype (which ranges from molecule-
level effects to whole-organism traits) is at the core of genetic diagnostics in medicine. Many …

[HTML][HTML] A cross-disorder dosage sensitivity map of the human genome

RL Collins, JT Glessner, E Porcu, M Lepamets… - Cell, 2022 - cell.com
Rare copy-number variants (rCNVs) include deletions and duplications that occur
infrequently in the global human population and can confer substantial risk for disease. In …

Developmental and epileptic encephalopathies

IE Scheffer, S Zuberi, HC Mefford, R Guerrini… - Nature Reviews …, 2024 - nature.com
Developmental and epileptic encephalopathies, the most severe group of epilepsies, are
characterized by seizures and frequent epileptiform activity associated with developmental …

The gain of function SCN1A disorder spectrum: novel epilepsy phenotypes and therapeutic implications

A Brunklaus, T Brünger, T Feng, C Fons, A Lehikoinen… - Brain, 2022 - academic.oup.com
Brain voltage-gated sodium channel NaV1. 1 (SCN1A) loss-of-function variants cause the
severe epilepsy Dravet syndrome, as well as milder phenotypes associated with genetic …

MVP predicts the pathogenicity of missense variants by deep learning

H Qi, H Zhang, Y Zhao, C Chen, JJ Long… - Nature …, 2021 - nature.com
Accurate pathogenicity prediction of missense variants is critically important in genetic
studies and clinical diagnosis. Previously published prediction methods have facilitated the …

Current practice in diagnostic genetic testing of the epilepsies

I Krey, K Platzer, A Esterhuizen, SF Berkovic… - Epileptic …, 2022 - stm.cairn.info
Current practice in diagnostic genetic testing of the epilepsies | Cairn.info Cairn.info, Matières
à réflexion Cairn.info, Matières à réflexion Aucune suggestion trouvée Compte personnel …

Gene variant effects across sodium channelopathies predict function and guide precision therapy

A Brunklaus, T Feng, T Brünger, E Perez-Palma… - Brain, 2022 - academic.oup.com
Pathogenic variants in the voltage-gated sodium channel gene family lead to early onset
epilepsies, neurodevelopmental disorders, skeletal muscle channelopathies, peripheral …

High-throughput reclassification of SCN5A variants

AM Glazer, Y Wada, B Li, A Muhammad… - The American Journal of …, 2020 - cell.com
Partial or complete loss-of-function variants in SCN5A are the most common genetic cause
of the arrhythmia disorder Brugada syndrome (BrS1). However, the pathogenicity of SCN5A …

Comprehensive characterization of amino acid positions in protein structures reveals molecular effect of missense variants

S Iqbal, E Pérez-Palma, JB Jespersen, P May… - Proceedings of the …, 2020 - pnas.org
Interpretation of the colossal number of genetic variants identified from sequencing
applications is one of the major bottlenecks in clinical genetics, with the inference of the …