Human Genetics and Genomics AdvancesGenetic & Genomic MedicinePeer-reviewed journal article
Personalized structural biology reveals the molecular mechanisms underlying heterogeneous epileptic phenotypes caused by de novo KCNC2 variants
Souhrid MukherjeeiD, Thomas A. CassiniiD, Ningning Hu, Tao YangiD, Bian LiiD, Wangzhen SheniD, Christopher W. MothiD, David C. RinkeriD, Jonathan H. SheehaniD, Joy D. CoganiD, Undiagnosed Diseases Network, John H. NewmaniD, Rizwan Hamid, Robert L. MacdonaldiD, Dan M. RodeniD, Jens MeileriD, Georg KuenzeiD, John A. CapraiD
- Citations
- 10
- FWCI
- 0.57
- Field percentile
- top 42%
Abstract
BackgroundNext-generation whole exome sequencing (WES) is ubiquitous as an early step in the diagnosis of rare diseases and the interpretation of variants of unknown significance (VUS). Developmental and epileptic encephalopathies (DEE) are a group of rare devastating epilepsies, many of which have unknown causes. Increasing WES in the clinic has identified several rare monogenic DEEs caused by ion channel variants. However, WES often fails to provide actionable insight, due to the challenges of proposing functional hypotheses for candidate variants. Here, we describe a "personalized structural biology" (PSB) approach that addresses this challenge by leveraging recent innovations in the determination and analysis of protein 3D structures. ResultsWe illustrate the power of the PSB approach in an individual from the Undiagnosed Diseases Network (UDN) with DEE symptoms who has a novel de novo VUS in KCNC2 (p.V469L), the gene that encodes the Kv3.2 voltage-gated potassium channel. A nearby KCNC2 variant (p.V471L) was recently suggested to cause DEE-like phenotypes. We find that both variants are located in the conserved hinge region of the S6 helix and likely to affect protein function. However, despite their proximity, computational structural modeling suggests that the V469L variant is likely to sterically block the channel pore, while the V471L variant is likely to stabilize the open state. Biochemical and electrophysiological analyses demonstrate heterogeneous loss-of-function and gain-of-function effects, respectively, as well as differential inhibition in response to 4-aminopyridine (4-AP) treatment. Using computational structural modeling and molecular dynamics simulations, we illustrate that the pore of the V469L variant is more constricted increasing the energetic barrier for K+ permeation, whereas the V471L variant stabilizes the open conformation ConclusionsOur results implicate KCNC2 as a causative gene for DEE and guided the interpretation of a UDN case. They further delineate the molecular basis for the heterogeneous clinical phenotypes resulting from two proximal pathogenic variants. This demonstrates how the PSB approach can provide an analytical framework for individualized hypothesis-driven interpretation of protein-coding VUS suspected to contribute to disease.
- organism: human
- assay: whole-exome sequencing
- research focus: variant effect prediction
- approach: statistical model
- approach: experimental assay
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- High throughput Characterization of KCNB1 variants Associated with Developmental and Epileptic Encephalopathy
Seok Kyu Kang, Carlos G. Vanoye, … Jennifer A. Kearney·Annals of NeurologyPeer-reviewed·Oct 10, 2019
- Molecular dynamics of the pathogenic KCNQ2 variant G256W reveal mechanisms of channel dysfunction in epileptic encephalopathy
Emma C. Thompson, Edward C. Cooper, Bill R. Miller·Journal of Biomolecular Structure and DynamicsPeer-reviewed·Feb 11, 2026
- Missense variants in the voltage sensing and pore domain of KCNH5 cause neurodevelopmental phenotypes including epilepsy
Hannah C. Happ, Lynette Grant Sadleir, … Gemma L. Carvill·medRxiv·Apr 26, 2022
- High-throughput Evaluation of Epilepsy-associated KCNQ2 Variants Reveals Functional and Pharmacological Heterogeneity
Carlos G. Vanoye, Reshma R. Desai, … Alfred L. George·JCI InsightPeer-reviewed·Feb 1, 2022
- Epilepsy and neurobehavioral abnormalities in mice with a KCNB1 pathogenic variant that alters conducting and non-conducting functions of KV2.1
Nicole A. Hawkins, Sunita N. Misra, … Jennifer A. Kearney·Neurobiology of DiseasePeer-reviewed·Oct 23, 2020
- Machine Learning Resolves Functional Phenotypes and Therapeutic Responses in KCNQ2 Developmental Epileptic Encephalopathy iPSC Models
Dina Simkin, Syed M.A. Wafa, … Evangelos Kiskinis·bioRxiv·Jul 26, 2025