Here are the most frequently read blog posts in epilepsy genetics

2022. In December, our blog passed an important milestone – one million views. Given that Beyond the Ion Channel is a niche blog on epilepsy genetics and pediatric neurogenetics, this is a milestone that we are proud of. In the current post, we would like to examine some of the trends on what people read on our blog. Given that this resource has been around for more than a decade, the topics and genes that people searched for reflect some interesting patterns in the field that may tell us about how information on genetic epilepsy is presented online and what we need to do better. Here are top five most frequently read posts, including some topics that surprised us. Continue reading

ANO3, SCN1A, IL10 – the new genetics of febrile seizures

GWAS. Febrile seizures affect up to 5% of all children between six months and six years and are by far the most common seizure type. While seizures in the setting of fever may be a manifestation of an underlying epilepsy, in the majority of cases, children only have one or two febrile seizures in their lifetimes. We know from twin studies that there is a strong genetic component to febrile seizures, and you might think that we would know more about the most common seizure type. However, this has not been the case until recently. The genetics of febrile seizures have been largely understudied, and we know much more about the genetics of rare epilepsies than about the genetics of febrile seizures. A recent genome-wide association study has been a game changer, highlighting a combination of fever response genes and neuronal genes in the etiology of febrile seizures. Continue reading

This was epilepsy genetics in 2021 – five things to remember

Looking back. Admittedly, I have not written an end-of-the-year review for a quite some time. However, there were a few notable moments in epilepsy genetics in 2021 that I think were worth remembering. The second year of the COVID-19 pandemic started out as a year of recovery and readjustment, only to run into unanticipated supply chain issues and novel COVID variants hanging over our transition into 2022. The scientific community was affected by these developments in different ways that made progress of science somewhat unpredictable and uneven. 2021 was the year when the phrase “unprecedented times” became stale and overused. Here are five things to remember from 2021, which will be remembered as part of a transitional phase in epilepsy genetics. Continue reading

SCN2A – a neurodevelopmental disorder digitized through 10,860 phenotypic annotations

HPO. SCN2A-related disorders represent one of the most common causes of neurodevelopmental disorders and developmental and epileptic encephalopathies (DEE). However, while a genetic diagnosis is easily made through high-throughput genetic testing, SCN2A-related disorders have such a broad phenotypic range that understanding the full scale of the clinical features has been traditionally difficult. In our recent study, we used a harmonized framework for phenotypes based on the Human Phenotype Ontology (HPO) to systematically curate phenotypic annotations in all individuals reported in the literature and followed at our center, a total of 413 unrelated individuals. Mapping phenotypic data onto 10,860 terms with 562 unique concepts and applying some of the computational tools we have developed over the last three years, we were able to delineate the phenotypic range in unprecedented detail. SCN2A is now the first DEE with all available data systematically curated and harmonized in a computable format, allowing for entirely novel insights. Continue reading

Entering the phenotype era – HPO-based similarity, big data, and the genetic epilepsies

Semantic similarity. The phenotype era in the epilepsies has now officially started. While it is possible for us to generate and analyze genetic data in the epilepsies at scale, phenotyping typically remains a manual, non-scalable task. This contrast has resulted in a significant imbalance where it is often easier to obtain genomic data than clinical data. However, it is often not the lack of clinical data that causes this problem, but our ability to handle it. Clinical data is often unstructured, incomplete and multi-dimensional, resulting in difficulties when trying to meaningfully analyze this information. Today, our publication on analyzing more than 31,000 phenotypic terms in 846 patient-parent trios with developmental and epileptic encephalopathies (DEE) appeared online. We developed a range of new concepts and techniques to analyze phenotypic information at scale, identified previously unknown patterns, and were bold enough to challenge the prevailing paradigms on how statistical evidence for disease causation is generated. Continue reading

The second ILAE GWAS or why 30% of genetic generalized epilepsy is explained

Genome-wide association. While most of the neurogenetics community was focused on exome sequencing and the discovery of novel monogenic forms of epilepsy in the last few years, something quite remarkable had happened in the background. Common variants and genome-wide association studies have made a remarkable comeback. The ILAE Consortium for Complex Epilepsy had slowly worked on increasing sample sizes over time, and the second analysis of common variants in common epilepsies was published in late 2018. Sample sizes have almost doubled since the first study in 2014, and as a result, the number of genome-wide significant loci has tripled. However, the most intriguing finding was something that completely caught me by surprise – more than 30% of the heritability of the genetic generalized epilepsies is explained through common variants, approaching the numbers we see in epileptic encephalopathies explained by monogenic causes. This is one more reason to discuss the recent ILAE GWAS in more detail. Continue reading

Paradigm shifts in epilepsy genetics – continuing the ILAE genetic literacy series

Genetic literacy. Sometimes important milestones don’t feel like much when you eventually reach them. Last Thursday, I woke up sleep-deprived after working on a grant all night and found an NCBI update in my mailbox. Primer Part 2 of the genetic literacy series of ILAE Genetics Commission was now published in Epilepsia and available on PubMed. Finally, both the introductory primers of the genetic literacy series are out – Part 1 dealing with the building blocks including general concepts of epilepsy genetics and epidemiology and now Part 2 about the paradigm shifts that were introduced with the advent of massive parallel sequencing. Both publications were revised and re-written over and over again to fit the overall didactic mission of the literacy series, an effort that takes approximately 10x as long as writing a typical review. But finally, as of May 10, 2018, both Primers are now in their final shape, published and open access to the international epilepsy community. And here is just a quick overview of what this paradigm shift is really about. Continue reading

Genetic testing in early-onset epilepsies: approaching a new consensus?

Early-onset epilepsies. In recent years, we have discovered several causative genes for severe epilepsies beginning in the first year of life, including KCNQ2, SCN2A, and STXBP1. Several studies have reported a high yield of diagnostic genetic testing, including NGS panel approaches and whole exome sequencing, particularly in patients with seizure onset in the neonatal period where detection rates are often reported to be above 50%. Two recent studies add to the growing pile of evidence that genetic testing, and in particular NGS-based testing methods, are valuable in the diagnostic workup of children presenting with seizures early in life. Will these two studies help push us towards a new consensus regarding genetic testing in epilepsy?

Continue reading