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Record W3150866370 · doi:10.1101/2021.03.22.21253711

Genotype-phenotype correlations in <i>SCN8A</i> -related disorders reveal prognostic and therapeutic implications

2021· preprint· en· W3150866370 on OpenAlexafffund
Katrine M. Johannesen, Yuanyuan Liu, Cathrine E. Gjerulfsen, Mahmoud Koko, Lukas Sonnenberg, Julian Schubert, Christina Fenger, Ahmed Eltokhi, Maert Rannap, Nils A. Koch, Stephan Lauxmann, Johanna Krüger, Josua Kegele, Laura Canafoglia, Silvana Franceschetti, Johannes Rebstock, Pia Zacher, Susanne Ruf, Michael Alber, Katalin Štěrbová, Petra Laššuthová, Markéta Vlčková, Johannes R. Lemke, Ilona Krey, Constanze Heine, Dagmar Wieczorek, Judith Kroell-Seger, Caroline Lund, Karl Martin Klein, PY Billie Au, Jong M. Rho, Alice Ho, Silvia Masnada, Pierangelo Veggiotti, Lucio Giordano, Patrizia Accorsi, Christina Engel Hoei‐Hansen, Pasquale Striano, Federico Zara, Hélène Verhelst, Judith Verhoeven, Bert van der Zwaag, Aster V. E. Harder, Eva H. Brilstra, Manuela Pendziwiat, Sebastian Lebon, María Vaccarezza, Ngọc Minh Lê, Jakob Christensen, Mette U Schmidt-Petersen, Sabine Grønborg, Stephen W. Scherer, Jennifer Howe, Walid Fazeli, Katherine B. Howell, Richard J. Leventer, Chloe Stutterd, Sonja Walsh, Marion Gérard, Bénédicte Gérard, Sara Matricardi, Claudia Bonardi, Stefano Sartori, Andrea Berger, Dorota Hoffman‐Zacharska, Massimo Mastrangelo, Francesca Darra, Arve Vøllo, M. Mahdi Motazacker, Phillis Lakeman, Mathilde Nizon, Cornelia Betzler, Cécilia Altuzarra, Roseline Caume, Agathe Roubertie, Philippe Gélisse, Carla Marini, Renzo Guerrini, Frédéric Bilan, Daniel Tibussek, Margarete Koch‐Hogrebe, Μ. Scott Perry, Shoji Ichikawa, Е. Л. Дадали, Artem Sharkov, Irina Mishina, M. O. Abramov, Ilya Kanivets, С. А. Коростелев, Sergey I. Kutsev, Karen E. Wain, Nancy Eisenhauer, Monisa Wagner, Juliann M. Savatt, Karen Müller‐Schlüter, Haim Bassan, Artem Borovikov, Marie‐Cécile Nassogne, Anne Destrèe, An‐Sofie Schoonjans, Marije Meuwissen, Marga Buzatu, Anna Jansen, Emmanuel Scalais, Siddharth Srivastava, Wen‐Hann Tan, Heather E. Olson, Tobias Loddenkemper, Annapurna Poduri, Katherine L. Helbig, Ingo Helbig, Mark P. Fitzgerald, Ethan M. Goldberg, Timo Roser, Ingo Borggraefe, Tobias Brünger, Patrick May, Dennis Lal, Damien Lederer, Guido Rubboli, Gaëtan Lesca, Ulrike B. S. Hedrich, Jan Benda, Elena Gardella, Holger Lerche, Rikke S. Møller

Bibliographic record

VenuemedRxiv · 2021
Typepreprint
Languageen
FieldMedicine
TopicEpilepsy research and treatment
Canadian institutionsHospital for Sick ChildrenUniversity of TorontoUniversity of CalgaryAlberta Children's Hospital
FundersNational Human Genome Research InstituteStanley Center for Psychiatric Research, Broad InstituteNational Institutes of HealthHospital for Sick ChildrenEisaiUniversity of TorontoAutism SpeaksMinistero dell’Istruzione, dell’Università e della RicercaGlaxoSmithKlineDeutsche ForschungsgemeinschaftGW PharmaceuticalsHartwell FoundationChildren's Hospital of PhiladelphiaBroad InstituteNational Institute of Neurological Disorders and StrokeBundesministerium für Bildung und Forschung
KeywordsEpilepsyMissense mutationPhenotypeMedicineInternal medicineGenotypeDrug Resistant EpilepsyNeurosciencePsychologyBiologyGeneticsGene

Abstract

fetched live from OpenAlex

Abstract We report detailed functional analyses and genotype-phenotype correlations in 433 individuals carrying disease-causing variants in SCN8A , encoding the voltage-gated Na + channel Na V 1.6. Five different clinical subgroups could be identified: 1) Benign familial infantile epilepsy (BFIE) (n=17, normal cognition, treatable seizures), 2) intermediate epilepsy (n=36, mild ID, partially pharmacoresponsive), 3) developmental and epileptic encephalopathy (DEE, n=191, severe ID, majority pharmacoresistant), 4) generalized epilepsy (n=21, mild to moderate ID, frequently with absence seizures), and 5) affected individuals without epilepsy (n=25, mild to moderate ID). Groups 1-3 presented with early-onset (median: four months) focal or multifocal seizures and epileptic discharges, whereas the onset of seizures in group 4 was later (median: 39 months) with generalized epileptic discharges. The epilepsy was not classifiable in 143 individuals. We performed functional studies expressing missense variants in ND7/23 neuroblastoma cells and primary neuronal cultures using recombinant tetrodotoxin insensitive human Na V 1.6 channels and whole-cell patch clamping. Two variants causing DEE showed a strong gain-of-function (GOF, hyperpolarising shift of steady-state activation, strongly increased neuronal firing rate), and one variant causing BFIE or intermediate epilepsy showed a mild GOF (defective fast inactivation, less increased firing). In contrast, all three variants causing generalized epilepsy induced a loss-of-function (LOF, reduced current amplitudes, depolarising shift of steady-state activation, reduced neuronal firing). Including previous studies, functional effects were known for 165 individuals. All 133 individuals carrying GOF variants had either focal (76, groups 1-3), or unclassifiable epilepsy (37), whereas 32 with LOF variants had either generalized (14), no (11) or unclassifiable (5) epilepsy; only two had DEE. Computational modeling in the GOF group revealed a significant correlation between the severity of the electrophysiological and clinical phenotypes. GOF variant carriers responded significantly better to sodium channel blockers (SCBs) than to other anti-seizure medications, and the same applied for all individuals of groups 1-3. In conclusion, our data reveal clear genotype-phenotype correlations between age at seizure onset, type of epilepsy and gain- or loss-of-function effects of SCN8A variants. Generalized epilepsy with absence seizures is the main epilepsy phenotype of LOF variant carriers and the extent of the electrophysiological dysfunction of the GOF variants is a main determinant of the severity of the clinical phenotype in focal epilepsies. Our pharmacological data indicate that SCBs present a therapeutic treatment option in early onset SCN8A -related focal epilepsy.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.025
GPT teacher head0.304
Teacher spread0.279 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations5
Published2021
Admission routes2
Has abstractyes

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