The current landscape of epilepsy genetics: where are we, and where are we going?
New approaches to gene discovery and characterization are advancing rapidly our
understanding of the genetic and phenotypic architecture of the epilepsies. This review …
understanding of the genetic and phenotypic architecture of the epilepsies. This review …
Computational analysis of neurodevelopmental phenotypes: Harmonization empowers clinical discovery
Making a specific diagnosis in neurodevelopmental disorders is traditionally based on
recognizing clinical features of a distinct syndrome, which guides testing of its possible …
recognizing clinical features of a distinct syndrome, which guides testing of its possible …
Enriching representation learning using 53 million patient notes through human phenotype ontology embedding
Abstract The Human Phenotype Ontology (HPO) is a dictionary of> 15,000 clinical
phenotypic terms with defined semantic relationships, developed to standardize phenotypic …
phenotypic terms with defined semantic relationships, developed to standardize phenotypic …
Advances in big data and omics: Paving the way for discovery in childhood epilepsies
J Magielski, I McSalley, S Parthasarathy… - Current Problems in …, 2024 - Elsevier
The insights gained from big data and omics approaches have transformed the field of
childhood genetic epilepsy. With an increasing number of individuals receiving genetic …
childhood genetic epilepsy. With an increasing number of individuals receiving genetic …
Clinical signatures of genetic epilepsies precede diagnosis in electronic medical records of 32,000 individuals
Purpose An early genetic diagnosis can guide the time-sensitive treatment of individuals
with genetic epilepsies. However, most genetic diagnoses occur long after disease onset …
with genetic epilepsies. However, most genetic diagnoses occur long after disease onset …
Computation of longitudinal phenotypes in 466 individuals with a developmental and epileptic encephalopathy enables clinical trial readiness
E Brimble, J Kim, RL Martin, D McKnight, AMB Lacoste - medRxiv, 2023 - medrxiv.org
Electronic health records (EHRs) represent a rich data source to support precision medicine,
particularly in disorders with small and heterogeneous populations where longitudinal …
particularly in disorders with small and heterogeneous populations where longitudinal …
Natural language processing and expert follow-up establishes tachycardia association with CDKL5 deficiency disorder
A Ivaniuk, CM Boßelmann, X Zhang, MS John… - Genetics in Medicine …, 2024 - Elsevier
Purpose CDKL5 deficiency disorder (CDD) is a developmental and epileptic
encephalopathy with multisystemic comorbidities. Cardiovascular involvement in CDD was …
encephalopathy with multisystemic comorbidities. Cardiovascular involvement in CDD was …
Quantitative EEG Spectral Features Differentiate Genetic Epilepsies and Predict Neurologic Outcomes
EEG plays an integral part in the diagnosis and management of children with genetic
epilepsies. Nevertheless, how quantitative EEG features differ between genetic epilepsies …
epilepsies. Nevertheless, how quantitative EEG features differ between genetic epilepsies …
Healthcare utilization and clinical characteristics of genetic epilepsy in electronic health records
CM Boßelmann, A Ivaniuk, M St John… - Brain …, 2024 - academic.oup.com
Understanding the clinical characteristics and medical treatment of individuals affected by
genetic epilepsies is instrumental in guiding selection for genetic testing, defining the …
genetic epilepsies is instrumental in guiding selection for genetic testing, defining the …
Optimizing clinical interpretability of functional evidence in epilepsy-related ion channel variants
S Parthasarathy, SR Cohen, E Fitch, P Vaidiswaran… - bioRxiv, 2024 - biorxiv.org
Variants in genes encoding the voltage-gated ion channels are among the most common
monogenic causes of epilepsy and neurodevelopmental disorders. Functional effects of a …
monogenic causes of epilepsy and neurodevelopmental disorders. Functional effects of a …