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Articles 1 - 30 of 6963

Full-Text Articles in Medical Genetics

Mtorc2-Nav1.2 Signaling Drives Early Hyperexcitability In Alzheimer’S Disease Mouse Model, Nolan M Dvorak, Jeffrey L Noebels Dec 2026

Mtorc2-Nav1.2 Signaling Drives Early Hyperexcitability In Alzheimer’S Disease Mouse Model, Nolan M Dvorak, Jeffrey L Noebels

Faculty, Staff and Students Publications

Hyperexcitability is a biomarker of early-stage Alzheimer’s Disease (AD) and hastens cognitive decline later in its course. Mechanistic target of rapamycin (mTOR) signaling contributes to the slope of this trajectory, as evidenced by early increased brain expression and the rescue of hyperexcitability by genetic deletion of mTOR complex 2 (mTORC2); however, a molecular mechanism directly linking mTOR signaling to membrane hyperexcitability in early-stage AD remains elusive. Here, we show that hyperactive mTOR signaling stimulates the voltage-gated Na+ channel 1.2 (Nav1.2), a previously identified downstream phosphorylation target of mTORC2 and a key regulator of membrane electrogenesis. Augmented Nav1.2 channel function induced …


In-Hospital Mortality Patterns And Readmissions In Patients With Chronic Obstructive Pulmonary Disease: An Analysis Of The Role Of Pulmonary Hypertension, Saad Afzal Khan, Trishna Parikh, Adishwar Rao, Akriti Agrawal, Aarohi Parikh, Farah Kazzaz, Sarah Shin, Harry Karmouty-Quintana, Maulin Patel, Kha Dinh, Bela Patel, Bindu Akkanti Dec 2026

In-Hospital Mortality Patterns And Readmissions In Patients With Chronic Obstructive Pulmonary Disease: An Analysis Of The Role Of Pulmonary Hypertension, Saad Afzal Khan, Trishna Parikh, Adishwar Rao, Akriti Agrawal, Aarohi Parikh, Farah Kazzaz, Sarah Shin, Harry Karmouty-Quintana, Maulin Patel, Kha Dinh, Bela Patel, Bindu Akkanti

Faculty, Staff and Student Publications

Chronic obstructive pulmonary disease (COPD) may be complicated by pulmonary hypertension (PH). We aimed to understand the impact of PH on in-hospital mortality and quantify the 30-day readmission rate among patients with COPD. For this cross-sectional study, we used the Nationwide Readmissions Database from 2017-2020 to identify adults ≥18 years with COPD. Patients were stratified according to PH diagnosis. Baseline characteristics between groups were compared using the Pearson chi-square test and two-sample t-test. Predictors of in-hospital mortality were determined using multivariate logistic regression analysis adjusted for demographics and confounders. The 30-day readmission rate and prevalence of PH subgroups by baseline …


A Genomic Approach For Accurate Identification Of Closely Related Species With Next-Generation Sequencing Samples, Nour Al Dain Marzouka, Amira Al-Aamri, Fatima Alshamsi, Mariam Khalili, Sarah El Hajj Chehadeh, Meera S. Mohamed, Yassir Mohammed Eltahir, Rafeek Koliyan, Mohamed Moustafa Abdelhalim, Assem Attia, Mira Mousa, Guan Tay, Habiba Alsafar Dec 2026

A Genomic Approach For Accurate Identification Of Closely Related Species With Next-Generation Sequencing Samples, Nour Al Dain Marzouka, Amira Al-Aamri, Fatima Alshamsi, Mariam Khalili, Sarah El Hajj Chehadeh, Meera S. Mohamed, Yassir Mohammed Eltahir, Rafeek Koliyan, Mohamed Moustafa Abdelhalim, Assem Attia, Mira Mousa, Guan Tay, Habiba Alsafar

Research outputs 2022 to 2026

Accurate species identification from Whole Genome Sequencing (WGS) data remains challenging, particularly for closely related species such as sheep (Ovis aries) and goats (Capra hircus). Through analysis of mapping quality metrics and Kraken2 taxonomic classification of 40 WGS sheep and goat samples, we demonstrate that conventional approaches yield ambiguous results, with overlapping alignment rates and inconclusive taxonomic assignments. We present a robust comparative genomic approach that uses species-specific genomic regions to distinguish these species in WGS samples. We define species-specific regions as those exhibiting distinctive coverage patterns: average coverage when samples are aligned to their matching reference genome but absent/low …


De Novo Complex Genomic Rearrangement Spanning 2q31.1 In A Proband With Congenital Malformations: Genotype-Phenotype Correlation And Development Of A Cgr Detection Pipeline, Katherine Helle, Jesse D Bengtsson, Mira Gandhi, Christopher M Grochowski, Ming Yin Lun, Neha Sudhir, Shalini N Jhangiani, Fritz J Sedlazeck, Seema R Lalani, Neil A Hanchard, Claudia M B Carvalho Aug 2026

De Novo Complex Genomic Rearrangement Spanning 2q31.1 In A Proband With Congenital Malformations: Genotype-Phenotype Correlation And Development Of A Cgr Detection Pipeline, Katherine Helle, Jesse D Bengtsson, Mira Gandhi, Christopher M Grochowski, Ming Yin Lun, Neha Sudhir, Shalini N Jhangiani, Fritz J Sedlazeck, Seema R Lalani, Neil A Hanchard, Claudia M B Carvalho

Faculty, Staff and Students Publications

The 2q31 region is commonly associated with pathogenic alleles of the HOXD cluster leading to various clinical phenotypes related to skeletal development. We present a proband with tetralogy of Fallot and multiple congenital anomalies. Genomic variant screening including an in-house CGR detection pipeline pairing genome sequencing (GS) structural variant calls with read-depth data revealed a de novo complex genomic rearrangement (CGR) spanning 2.7 Mb across 2q31 characterized by a series of duplications and triplications including the HOXD gene cluster. The genomic structure was assembled by applying combined methodologies including short-read and long-read GS, and optical genome mapping (OGM). This in-house …


The Association Between Apoe Genotype, Race, And Dementia: An Analysis Of 7 Population-Based Cohort Studies, Natalia Lakomski, Katherine Giorgio, John Stephen, Maxwell Mansolf, Aïcha Soumaré, Alden L Gross, Allison E Aiello, Archana Singh-Manoux, M Arfan Ikram, Catherine Helmer, Claudia L Satizabal, Deborah A Levine, Donald M Lloyd-Jones, Emily M Briceño, Farzaneh A Sorond, Frank J Wolters, Jayandra J Himali, Lenore J Launer, Djass Mbangdadji, David Li, Lihui Zhao, Oscar L Lopez, Stéphanie Debette, Sudha Seshadri, Suzanne E Judd, Timothy M Hughes, Vilmundur Guðnason, Michael Griswold, Paul S De Vries, Alison Fohner, Pamela L Lutsey, Rachel Zmora, Elizabeth A Peterson, Denise Scholtens, Norrina B Allen, Sanaz Sedaghat Aug 2026

The Association Between Apoe Genotype, Race, And Dementia: An Analysis Of 7 Population-Based Cohort Studies, Natalia Lakomski, Katherine Giorgio, John Stephen, Maxwell Mansolf, Aïcha Soumaré, Alden L Gross, Allison E Aiello, Archana Singh-Manoux, M Arfan Ikram, Catherine Helmer, Claudia L Satizabal, Deborah A Levine, Donald M Lloyd-Jones, Emily M Briceño, Farzaneh A Sorond, Frank J Wolters, Jayandra J Himali, Lenore J Launer, Djass Mbangdadji, David Li, Lihui Zhao, Oscar L Lopez, Stéphanie Debette, Sudha Seshadri, Suzanne E Judd, Timothy M Hughes, Vilmundur Guðnason, Michael Griswold, Paul S De Vries, Alison Fohner, Pamela L Lutsey, Rachel Zmora, Elizabeth A Peterson, Denise Scholtens, Norrina B Allen, Sanaz Sedaghat

Faculty, Staff and Student Publications

Background and objectives: The apolipoprotein E (APOE) haplotypes are known to be associated with dementia, with the ε4 haplotype associated with higher risk. It has been suggested that the APOE ε2 allele serves as a protective factor for dementia. However, data on the effects of the homozygous APOE ε2/ε2 genotype are limited, likely due to the rarity of the APOE ε2/ε2 genotype. Furthermore, the association between APOE genotypes and dementia may differ across self-reported race. We aim to investigate the association between APOE genotypes and dementia overall and across self-reported race, with a focus on the potential protective …


Tau Pathology In Epilepsy: Emerging Mechanisms And Translational Opportunities, Arjune Sen, Xin You Tai, Aristea Galanopoulou, Maria Thom, Eleonora Aronica, Lucy Vivash, Martin Hardmeier, Action Amos, Stephan Rueegg, Matthias Koepp, Yaroslav Winter, Christoph Helmstaedter, Jeffrey L Noebels, Hilal A Lashuel, Terence J O'Brien Jul 2026

Tau Pathology In Epilepsy: Emerging Mechanisms And Translational Opportunities, Arjune Sen, Xin You Tai, Aristea Galanopoulou, Maria Thom, Eleonora Aronica, Lucy Vivash, Martin Hardmeier, Action Amos, Stephan Rueegg, Matthias Koepp, Yaroslav Winter, Christoph Helmstaedter, Jeffrey L Noebels, Hilal A Lashuel, Terence J O'Brien

Faculty, Staff and Students Publications

The onset of epilepsy in adulthood occurs most commonly after 55 years of age. Given the ageing global population, this disorder represents an increasing burden on healthcare and society. The bidirectional link between epilepsy and dementia is a focus of intense research with underlying tau pathology highlighted as a potential mechanistic link. In this review, we examine the evidence for tau-related neurodegenerative processes in epilepsy beginning with how changes in biochemical and structural properties of the tau protein can lead to abnormal phosphorylation and pathological aggregation. We consider the role of tau in seizure occurrence and cognitive difficulties in experimental …


Single-Nucleotide Rna M6a Mapping In Bovine Preimplantation Development Reveals Site-Specific Regulation Of Rpl12 At Zygotic Genome Activation, Rajan Iyyappan, Yichi Niu, Yang Li, Hao Ming, Kinga Pajdzik, Noah R Rakestraw, Piyush K Jain, Chuan He, Chenghang Zong, Zongliang Jiang Jul 2026

Single-Nucleotide Rna M6a Mapping In Bovine Preimplantation Development Reveals Site-Specific Regulation Of Rpl12 At Zygotic Genome Activation, Rajan Iyyappan, Yichi Niu, Yang Li, Hao Ming, Kinga Pajdzik, Noah R Rakestraw, Piyush K Jain, Chuan He, Chenghang Zong, Zongliang Jiang

Faculty, Staff and Students Publications

RNA N6-methyladenosine (m6A) is a key regulator of gene expression during early embryogenesis. Using SAC-seq (m6A-selective allyl chemical labeling and sequencing), an antibody-independent m6A profiling method, we generated the first single-nucleotide-resolution m6A map of bovine oocytes and preimplantation embryos. We observed both coordinated and uncoupled relationships between m6A modification and expression of protein-coding and noncoding genes. Integrative analysis of the transcriptome, m6A epitranscriptome, and translatome revealed dynamic m6A remodeling, particularly in ribosomal protein genes. Functional interrogation of a specific m6A site within the RPL12 transcript demonstrated that loss of this modification reduces protein synthesis, disrupts translation-related gene expression, impairs zygotic …


Genetics Of Cerebrotendinous Xanthomatosis, Jennifer Hanson, Penelope E Bonnen Jul 2026

Genetics Of Cerebrotendinous Xanthomatosis, Jennifer Hanson, Penelope E Bonnen

Faculty, Staff and Students Publications

Cerebrotendinous xanthomatosis (CTX) is rare, autosomal recessive inborn error of metabolism caused by biallelic pathogenic variants in CYP27A1, which encodes sterile 27 hydroxylase, a key enzyme in bile acid biosynthesis. Enzyme deficiency results in reduced cholic and chenodeoxycholic acid synthesis with accumulation of cholestanol, bile acid intermediates, and bile alcohols, producing a progressive multisystem disorder characterized by chronic diarrhea, juvenile-onset cataracts, tendons xanthomas, and neurological dysfunction. Although CTX typically begins in childhood, diagnosis is frequently delayed until adulthood, limiting the benefit of effective disease modifying therapy with chenodeoxycholic acid. Since the identification of CYP27A1, more than 200 pathogenic variants have …


Evidence-Based Classification Of Genes Implicated In Skeletal Disorders Using The Clingen Curation Framework, Ryan F Webb, Hannah Mccurry, Amanda Girod, Madeline Hughes, Emma Wilcox, Mayher Patel, Eleanor C Broeren, Kezang C Tshering, Marina Distefano, Lorenzo D Botto, Lindsay C Burrage, Valérie Cormier-Daire, Juan Dong, Nadja Ehmke, Deborah Krakow, Shahida Moosa, Geert Mortier, Sandesh Nagamani, Loren Pena, Pedro A Sanchez-Lara, Andrea Superti-Furga, Sheila Unger, Danita Velasco, Matthew L Warman, Kerry Brown, Deepika D'Cunha Burkardt, Carlos R Ferreira Jul 2026

Evidence-Based Classification Of Genes Implicated In Skeletal Disorders Using The Clingen Curation Framework, Ryan F Webb, Hannah Mccurry, Amanda Girod, Madeline Hughes, Emma Wilcox, Mayher Patel, Eleanor C Broeren, Kezang C Tshering, Marina Distefano, Lorenzo D Botto, Lindsay C Burrage, Valérie Cormier-Daire, Juan Dong, Nadja Ehmke, Deborah Krakow, Shahida Moosa, Geert Mortier, Sandesh Nagamani, Loren Pena, Pedro A Sanchez-Lara, Andrea Superti-Furga, Sheila Unger, Danita Velasco, Matthew L Warman, Kerry Brown, Deepika D'Cunha Burkardt, Carlos R Ferreira

Faculty, Staff and Students Publications

More than 770 genetic skeletal disorders have been described, most with disease-causing variants reported in 1 of over 550 different genes. The ClinGen Skeletal Disorders Gene Curation Expert Panel was established to determine the strength of the evidence that supports specific gene-disease relationships (GDRs). Such information can assist clinical testing laboratories in choosing genes that should be included on diagnostic panels. Nine genes accounting for the most frequently encountered skeletal dysplasias (COL1A1, COL1A2, COL2A1, FGFR3, SLC26A2, TRPV4, COMP, ALPL, and SOX9) associated in the medical literature with 26 different skeletal disorders were reviewed using a semi-quantitative scoring framework. This framework …


Jak Inhibition In Pnpt1-Related Mitochondrial Interferonopathy: A Case Report And Review Of Mitochondrial-Immune Crosstalk, Dan Ross Brooks, Hyun Yong Koh, Taylor Martin Kerrins, Steven Lang, Emily Bland, Rui Yang, Sarah Kogan Nicholas, Stephanie Jean Sikkink, Stephen Kralik, Christine Eng, Chaya Nautiyal Murali, Seema Lalani, Pilar Lenglet Magoulas, Lisa Emrick, Kristen Sydney Fisher, Fernando Scaglia Jul 2026

Jak Inhibition In Pnpt1-Related Mitochondrial Interferonopathy: A Case Report And Review Of Mitochondrial-Immune Crosstalk, Dan Ross Brooks, Hyun Yong Koh, Taylor Martin Kerrins, Steven Lang, Emily Bland, Rui Yang, Sarah Kogan Nicholas, Stephanie Jean Sikkink, Stephen Kralik, Christine Eng, Chaya Nautiyal Murali, Seema Lalani, Pilar Lenglet Magoulas, Lisa Emrick, Kristen Sydney Fisher, Fernando Scaglia

Faculty, Staff and Students Publications

Biallelic pathogenic variants in PNPT1 cause combined oxidative phosphorylation deficiency 13 (COXPD13) (MIM #614932), linking mitochondrial dysfunction to type I interferon (IFN) activation through cytosolic leakage of mitochondrial double‐stranded RNA (mt‐dsRNA). This mechanism connects mitochondrial disease to interferonopathies such as Aicardi–Goutières syndrome (AGS). We describe a 7‐month‐old female infant with compound heterozygous PNPT1 variants presenting with severe hypotonia, feeding difficulties necessitating gastrostomy, dystonia, and elevated serum lactate. Brain magnetic resonance imaging (MRI) demonstrated marked cerebellar, brainstem, and basal ganglia atrophy, with a lactate peak on MR spectroscopy (consistent with an inverted doublet). Serum immune profiling revealed a mild but elevated …


Author Correction: Plasticity And Language In The Anaesthetized Human Hippocampus, Kalman A Katlowitz, Eric R Cole, Elizabeth A Mickiewicz, Shraddha Shah, Melissa Franch, Joshua A Adkinson, James L Belanger, Raissa K Mathura, Domokos Meszéna, Matthew Mcginley, William Muñoz, Garrett P Banks, Sydney S Cash, Chih-Wei Hsu, Angelique C Paulk, Nicole R Provenza, Andrew J Watrous, Ziv Williams, Alica M Goldman, Vaishnav Krishnan, Atul Maheshwari, Sarah R Heilbronner, Robert Kim, Nuttida Rungratsameetaweemana, Benjamin Y Hayden, Sameer A Sheth Jul 2026

Author Correction: Plasticity And Language In The Anaesthetized Human Hippocampus, Kalman A Katlowitz, Eric R Cole, Elizabeth A Mickiewicz, Shraddha Shah, Melissa Franch, Joshua A Adkinson, James L Belanger, Raissa K Mathura, Domokos Meszéna, Matthew Mcginley, William Muñoz, Garrett P Banks, Sydney S Cash, Chih-Wei Hsu, Angelique C Paulk, Nicole R Provenza, Andrew J Watrous, Ziv Williams, Alica M Goldman, Vaishnav Krishnan, Atul Maheshwari, Sarah R Heilbronner, Robert Kim, Nuttida Rungratsameetaweemana, Benjamin Y Hayden, Sameer A Sheth

Faculty, Staff and Students Publications

This corrects the article "Plasticity and language in the anaesthetized human hippocampus" in volume 654 on page 714.


Biphasic Sleep Is A Feature Of Sleep Disturbance In Syngap1-Rd, Aida Doucoure, Het Patel, Mark A Abboud, Alice Sperry, Sarah K Wanigatunga, Deana Crocetti, Heather Volk, Adam P Spira, Stewart H Mostofsky, Vaishnav Krishnan, Constance Smith-Hicks Jul 2026

Biphasic Sleep Is A Feature Of Sleep Disturbance In Syngap1-Rd, Aida Doucoure, Het Patel, Mark A Abboud, Alice Sperry, Sarah K Wanigatunga, Deana Crocetti, Heather Volk, Adam P Spira, Stewart H Mostofsky, Vaishnav Krishnan, Constance Smith-Hicks

Faculty, Staff and Students Publications

Study objectives: Sleep problems are common in children with SYNGAP1-Related Disorder (SYNGAP1-RD). The use of devices that objectively estimate sleep are complicated by co-occurring sensory disorders in this population. We examined the feasibility and validity of wrist actigraphy to examine sleep and rest-activity rhythms (RAR).

Methods: Data from five children with SYNGAP1-RD and 42 typically developing children were analyzed. All children were asked to wear the Actiwatch-2 for 14 continuous days and caregivers were asked to complete a sleep diary and the Children Sleep Health Questionnaire (CSHQ). Parametric (alpha, beta, acrophase, amplitude, up/down mesor, mesor), nonparametric (intradaily variability, interdaily stability, …


Tusc3 Serves As A Rate-Limiting Gatekeeper Of A Glycan-Mediated Er Triage Checkpoint For Bmp4/Dpp, Antonio Galeone, Emilio Solazzo, Francesco Lavezzari, Seung Yeop Han, Gaia Consonni, Bruna My, Riccardo Rizzo, Giuseppe Gigli, Hamed Jafar-Nejad, Thomas Vaccari Jun 2026

Tusc3 Serves As A Rate-Limiting Gatekeeper Of A Glycan-Mediated Er Triage Checkpoint For Bmp4/Dpp, Antonio Galeone, Emilio Solazzo, Francesco Lavezzari, Seung Yeop Han, Gaia Consonni, Bruna My, Riccardo Rizzo, Giuseppe Gigli, Hamed Jafar-Nejad, Thomas Vaccari

Faculty, Staff and Students Publications

Trimming of the three glucose residues decorating nascent N-glycoproteins is a critical step for their entry into the endoplasmic reticulum quality control (ERQC) and recognition by ER chaperones. However, the functional relevance of the second glucose (G2) and the regulatory step upstream of its removal by glucosidase II (GCS2) remain poorly understood. Here, we report that TUSC3, a component of the oligosaccharyltransferase (OST) complex, regulates G2 to G1 trimming on N-glycosylated bone morphogenetic protein 4 (BMP4) and its Drosophila homolog Dpp to promote their ERQC entry. Loss- and gain-of-function genetic experiments and biochemical assays in mammalian cells and flies indicate …


Mutation Screening For Confirming Suspected Spinal Muscular Atrophy Using Dried Blood Spotted On In-House Cellulose-Based Cards, Yogik Onky Silvana Wijaya, Farda Tsaqouva Ahza, Annisa Naufal Almaszahra, Mawaddah Ar Rochmah, Dian Kesumapramudya Nurputra Jun 2026

Mutation Screening For Confirming Suspected Spinal Muscular Atrophy Using Dried Blood Spotted On In-House Cellulose-Based Cards, Yogik Onky Silvana Wijaya, Farda Tsaqouva Ahza, Annisa Naufal Almaszahra, Mawaddah Ar Rochmah, Dian Kesumapramudya Nurputra

Makara Journal of Science

Early and accurate diagnosis for spinal muscular atrophy (SMA) has gained relevance in an era of emerging therapies to improve patient outcomes. While screening of dried blood spots (DBS) effectively detects deletion-type SMA, non-deletion cases are often missed. Mutation screening from DBS is needed to address this gap. Here, we aimed to evaluate the feasibility of an in-house, cellulose-based card for direct Sanger sequencing for variant hunting, avoiding DNA extraction and offering an alternative to commercial cards. As a proof of concept, sequences obtained from DBSs of 23 healthy individuals were compared with sequences derived from isolated genomic DNA (gDNA). …


The Effect Of Hunger On The Likelihood Of Glucose Excursions In Adults With Overweight Or Obesity: Continuous Glucose Monitoring And Ecological Momentary Assessment Observational Study, Byunggul Lim, Phrashiah Githinji, Yue Liao, Jacob Szeszulski, Alexandra L Macmillan Uribe, Rebecca A Seguin-Fowler, Jane Anderson, Chad D Rethorst Jun 2026

The Effect Of Hunger On The Likelihood Of Glucose Excursions In Adults With Overweight Or Obesity: Continuous Glucose Monitoring And Ecological Momentary Assessment Observational Study, Byunggul Lim, Phrashiah Githinji, Yue Liao, Jacob Szeszulski, Alexandra L Macmillan Uribe, Rebecca A Seguin-Fowler, Jane Anderson, Chad D Rethorst

Faculty, Staff and Students Publications

Background: Maintaining stable glucose levels is important for metabolic health. Glucose excursions (GEs), which are marked increases in glucose following food intake, have been associated with a higher risk for cardiovascular disease and metabolic dysfunction. Individuals with overweight or obesity who do not have diabetes may still show impaired glucose regulation, as reflected in increased glucose variability. Hunger, as a real-time physiological cue, may be associated with subsequent glucose changes and represents a potential target for just-in-time adaptive interventions.

Objective: This study aimed to investigate the temporal relationship between self-reported hunger and subsequent glucose dynamics, including the likelihood of GE …


In Vivo Orf Overexpression Screening Identifies Ccn4 As A Regulator Of Glioblastoma Growth Validated Across Multiple Models, Pushan Dasgupta Jun 2026

In Vivo Orf Overexpression Screening Identifies Ccn4 As A Regulator Of Glioblastoma Growth Validated Across Multiple Models, Pushan Dasgupta

Faculty, Staff and Students Publications

Despite current multimodal therapies for glioblastoma (GBM), its prognosis remains grim. Thus, a tremendous need exists to identify new genetic drivers that may serve as potential therapeutic targets in glioblastoma (GBM). We describe an in vivo overexpression screening strategy to identify drivers of glioblastoma where we have leveraged TCGA datasets to conduct a functional genomics screen of prioritized open reading frames (ORFs) that are overexpressed and/or amplified in GBM. To interrogate these potential drivers within a more relevant physiological context, the screening was accomplished in vivo in an orthotopic patient-derived glioma stem-like cell (GSC) model. Among 5 positive "hits" from …


Development And Preliminary Validation Of Orca-Pd, An Online Rapid Cognitive Assessment For Parkinson Disease: Mixed Methods Study, Avigail Lithwick Algon, Sarah Brisman, Chi-Ying R Lin, William Saban Jun 2026

Development And Preliminary Validation Of Orca-Pd, An Online Rapid Cognitive Assessment For Parkinson Disease: Mixed Methods Study, Avigail Lithwick Algon, Sarah Brisman, Chi-Ying R Lin, William Saban

Faculty, Staff and Students Publications

Background: Traditional in-person neuropsychological tests for Parkinson disease (PD) lack accessibility, scalability, and PD specificity. Mobility impairments hinder access to in-person assessments, and long waiting times for expert evaluation limit scalability. Common tools for cognitive screening, such as the Montreal Cognitive Assessment, are generic and not specific to PD.

Objective: The goal of this study was to address these challenges by leveraging the internet. This study aimed to develop a sensitive tool to detect cognitive impairments in early- to mid-stage PD in an accessible and scalable manner.

Methods: We developed the Online Rapid Cognitive Assessment for Parkinson's Disease (ORCA-PD), a …


Cytosine Base Editing Of Lpa In Transgenic Mice Averts Large Deletions, Marcel A Chuecos, So Hyun Park, Madhvi M Bhakta, Usosa Too-Chiobi, Daniel Betancourth, Mingming Cao, Marco De Giorgi, Christopher J Walkey, Anjana Tiwari, Biana Godin, Julia M Assini, Donna J Palmer, Philip Ng, Michael B Boffa, Marlys L Koschinsky, Gang Bao, William R Lagor Jun 2026

Cytosine Base Editing Of Lpa In Transgenic Mice Averts Large Deletions, Marcel A Chuecos, So Hyun Park, Madhvi M Bhakta, Usosa Too-Chiobi, Daniel Betancourth, Mingming Cao, Marco De Giorgi, Christopher J Walkey, Anjana Tiwari, Biana Godin, Julia M Assini, Donna J Palmer, Philip Ng, Michael B Boffa, Marlys L Koschinsky, Gang Bao, William R Lagor

Faculty, Staff and Students Publications

Lipoprotein(a) (Lp(a)) is a genetically determined causal risk factor for cardiovascular disease, with approximately 20% of the population exhibiting elevated levels. While there are promising drugs in development, there are currently no approved therapies specifically designed to lower Lp(a) levels. For high-risk individuals with extreme levels of Lp(a), liver-directed genome editing could be an effective one-time solution. Genome editing approaches such as CRISPR and TALENs can reduce Lp(a) in LPA-transgenic mouse models, but they frequently induce large and potentially harmful genomic deletions. Here, we report the first application of TadA-derived cytosine base editing (CBE), delivered via helper-dependent adenovirus (HDAdV) and …


Socio-Ecological Models As A Framework For 21st-Century Genetic Counseling, Shana L. Merrill, Rebecca Mueller Jun 2026

Socio-Ecological Models As A Framework For 21st-Century Genetic Counseling, Shana L. Merrill, Rebecca Mueller

College of Life Sciences Faculty Papers

Socio-ecological models and the related concepts of micro-, meso-, and macro-level practice are commonly used in the fields of social work and public health yet have not been thoroughly conceptualized for application to genetic counseling practice, research, and training. The field of genetic counseling is currently undergoing significant expansion with more genetic counseling training programs, greater variation in genetic counselor job roles, and genetic counselors practicing in more globally dispersed regions. It is therefore a critical time to conceptualize and tailor relevant theoretical frameworks to unify and guide the evolving field of genetic counseling. In this paper, we posit that …


Whole Genome Sequencing Analysis Of Over 3500 Individuals Dementia-Free Over 85 Years Old, Gina M Peloso, Dongyu Wang, Sabrina M Abbruzzese, Joshua C Bis, Seung Hoan Choi, Alexa Beiser, Jan Bressler, Josée Dupuis, Alison E Fohner, Mohsen Ghanbari, Richard A Gibbs, Nancy Heard-Costa, M Arfan Ikram, Paul Lacaze, Quentin Le Grand, Oscar L Lopez, Thomas H Mosley, Moeen Riaz, Aïcha Soumaré, Amber Yaqub, Eric Boerwinkle, Bruce M Psaty, Myriam Fornage, Sudha Seshadri, Anita L Destefano Jun 2026

Whole Genome Sequencing Analysis Of Over 3500 Individuals Dementia-Free Over 85 Years Old, Gina M Peloso, Dongyu Wang, Sabrina M Abbruzzese, Joshua C Bis, Seung Hoan Choi, Alexa Beiser, Jan Bressler, Josée Dupuis, Alison E Fohner, Mohsen Ghanbari, Richard A Gibbs, Nancy Heard-Costa, M Arfan Ikram, Paul Lacaze, Quentin Le Grand, Oscar L Lopez, Thomas H Mosley, Moeen Riaz, Aïcha Soumaré, Amber Yaqub, Eric Boerwinkle, Bruce M Psaty, Myriam Fornage, Sudha Seshadri, Anita L Destefano

Faculty, Staff and Students Publications

BACKGROUND:

Identifying genetic variants conferring resilience to Alzheimer’s disease and related dementia (ADRD) may hold promise for developing therapeutics.

OBJECTIVE:

To determine genetic associations with being dementia-free at age 85 (DF85).

METHODS:

We examined genetic associations, using whole genome sequencing data, with DF85 in three Trans-Omics for Precision Medicine cohorts and the Alzheimer’s Disease Sequencing Project Phenotype Harmonization Consortium. We tested common variants individually and aggregation of rare (MAF≤1%) coding and non-coding variants in DF85 participants (n=3,657) against individuals who were not DF85 (n=20,010). We verified associations using a stricter control set who developed dementia before age 85 (n=5,552).

RESULTS: …


Parkinson’S Disease Phenotype Stratification Using Multiple Correspondence Analysis, Kelly Astudillo Jun 2026

Parkinson’S Disease Phenotype Stratification Using Multiple Correspondence Analysis, Kelly Astudillo

Dissertations, Theses, and Capstone Projects

Parkinson’s disease (PD) is the second most common neurodegenerative disorder, with over 12 million people projected to be affected by 2040 (Dorsey et al., 2018). Deep phenotyping and stratification can provide useful information regarding PD pathogenesis and can aid in the  development of disease modifying therapies that aim to delay the progression or prevent the onset of neurodegeneration (Blandini et al., 2019; Smith & Schapira, 2022). Utilizing multivariate methods such as multiple correspondence analysis (MCA) permits for the simultaneous analysis of distinct data modalities. To the best of our knowledge, MCA has not been previously used to explore phenotype patterns …


Functional Genomics Studies Of Psychiatric Disorders In Individuals Of Latin American Populations: A Scoping Review, Luz M Porras, Isabelle Rodríguez-Lausell, Gabriel Iglesias-Maldonado, Emily Val F Tuliao, Gabriela Martínez, Chelsey Leveque, Julian Tobon, Rachel Eloy, Sintia Belangero, Cynthia M Bulik, Camila M Loureiro, Carolina Muniz Carvalho, Vanessa Ota, Diego Luiz Rovaris, Eric A Storch, Eva Maria Trujillo-Chi Vacuan, Maria M Velasquez, Latin American Genomics Consortium, Marcos L Santoro, Humberto Nicolini, Elizabeth G Atkinson, Janitza L Montalvo-Ortiz, Paola Giusti-Rodríguez Jun 2026

Functional Genomics Studies Of Psychiatric Disorders In Individuals Of Latin American Populations: A Scoping Review, Luz M Porras, Isabelle Rodríguez-Lausell, Gabriel Iglesias-Maldonado, Emily Val F Tuliao, Gabriela Martínez, Chelsey Leveque, Julian Tobon, Rachel Eloy, Sintia Belangero, Cynthia M Bulik, Camila M Loureiro, Carolina Muniz Carvalho, Vanessa Ota, Diego Luiz Rovaris, Eric A Storch, Eva Maria Trujillo-Chi Vacuan, Maria M Velasquez, Latin American Genomics Consortium, Marcos L Santoro, Humberto Nicolini, Elizabeth G Atkinson, Janitza L Montalvo-Ortiz, Paola Giusti-Rodríguez

Faculty, Staff and Students Publications

Over the past 15 years, genetic studies of psychiatric disorders have provided important insight into the contribution of both common variants of small effect, as well as rare exonic and copy number variants with large effect sizes. Genome-wide association studies (GWAS) allow us to understand the intricate polygenicity characteristic of many psychiatric disorders. However, a considerable proportion of single nucleotide polymorphisms (SNPs) implicated in these disorders localize to the non-coding regions of the genome. Unraveling the molecular mechanisms that underlie the etiology of psychiatric illnesses requires integration using functional genomics approaches. Functional genomics methods are critical for developing a mechanistic …


Systems Genetic Dissection Of Brain Gene Expression Reveals Excitotoxic Mechanisms Of Alzheimer’S Disease, Pinghan Zhao, Omar El Fadel, Anh Le, Carl Grant Mangleburg, Justin Dhindsa, Timothy Wu, Jinghan Zhao, Meichen Huang, Bismark Amoh, Aditi Sai Marella, Yarong Li, Nicholas T Seyfried, Allan I Levey, Zhandong Liu, Ismael Al-Ramahi, Juan Botas, Joshua M Shulman Jun 2026

Systems Genetic Dissection Of Brain Gene Expression Reveals Excitotoxic Mechanisms Of Alzheimer’S Disease, Pinghan Zhao, Omar El Fadel, Anh Le, Carl Grant Mangleburg, Justin Dhindsa, Timothy Wu, Jinghan Zhao, Meichen Huang, Bismark Amoh, Aditi Sai Marella, Yarong Li, Nicholas T Seyfried, Allan I Levey, Zhandong Liu, Ismael Al-Ramahi, Juan Botas, Joshua M Shulman

Faculty, Staff and Students Publications

Gene expression changes likely mediate the impact of Alzheimer's disease (AD) neuropathology on cognition, but there are challenges to resolve the proximal causal pathways from postmortem brain transcriptome profiles which lack temporal resolution and are further confounded by mixed pathologies. Here, we functionally dissect 30 AD-associated human brain gene co-expression modules using fruit fly (Drosophila melanogaster) models. Integrating longitudinal RNA-sequencing and behavioral phenotyping, we interrogated the consequences of amyloid beta (Aβ) plaques, tau neurofibrillary tangles, and aging, highlighting hundreds of conserved, differentially expressed genes. To pinpoint causal modules and drivers, we manipulated 344 prioritized targets in vivo, identifying 141 modifiers …


Author Correction: Biallelic Variants In The Noncoding Rna Gene Rnu4-2 Cause A Recessive Neurodevelopmental Syndrome With Distinct White Matter Changes, Rocio Rius, Alexander J M Blakes, Yuyang Chen, Joachim De Jonghe, François Lecoquierre, Ruebena Dawes, Benjamin Cogne, Hyung Chul Kim, Javeria R Alvi, Florence Amblard, Morad Ansari, Annabelle Arlt, Christina Austin-Tse, Sarah Baer, Meena Balasubramanian, Elsa V Balton, Giulia Barcia, Ana Beleza-Meireles, Jonathan A Bernstein, Jasmin Beygo, Pierre Blanc, Nuria C Bramswig, Frederik Braun, Daniel Buchzik, Daniel G Calame, Jamie Campbell, Charles Coutton, Chloe A Cunningham, Nitsuh Dargie, Christel Depienne, Katrina M Dipple, Anne Dieux, Abhijit Dixit, Lauren Dreyer, Haowei Du, Salima El Chehadeh, Michael Field, Lisa J Ewans, Vanessa Geiger, Richard A Gibbs, Ian Glass, Olivier Grunewald, Paul Gueguen, Tobias B Haack, Hamza Hadj Abdallah, Radu Harbuz, Ingo Helbig, Judit Horvath, Alexander Hustinx, Bertrand Isidor, Marie-Line Jacquemont, Fraser Jamie, Médéric Jeanne, Riley Kessler, Hannah Klinkhammer, G Christoph Korenke, Urania Kotzaeridou, Peter Krawitz, Steven Laurie, Richard J Leventer, Rebecca J Levy, James R Lupski, Pierre Marijon, Kaitlin E Mcginnis, Rodrigo Mendez, Olfa Messaoud, Caroline Nava, Mevyn Nizard, Anne O'Donnell-Luria, Melanie C O'Leary, Simone Olivieri, Amitav Parida, Davut Pehlivan, Anna Jenne Prentice, Jennifer E Posey, Chloe M Reuter, Véronique Satre, Caroline Schluth-Bolard, Thomas Smol, Tipu Sultan, John Taylor, Christel Thauvin-Robinet, Julien Thevenon, Eloise Uebergang, Sandra Ueberberg, Catherine Vincent-Delorme, Evangeline Wassmer, Emma Westwood, Matthew T Wheeler, Elif Yilmaz Gulec, Adeline Vanderver, Arastoo Vossough, Stephan J Sanders, Siddharth Banka, Gregory M Findlay, Daniel G Macarthur, Cas Simons, Nicola Whiffin Jun 2026

Author Correction: Biallelic Variants In The Noncoding Rna Gene Rnu4-2 Cause A Recessive Neurodevelopmental Syndrome With Distinct White Matter Changes, Rocio Rius, Alexander J M Blakes, Yuyang Chen, Joachim De Jonghe, François Lecoquierre, Ruebena Dawes, Benjamin Cogne, Hyung Chul Kim, Javeria R Alvi, Florence Amblard, Morad Ansari, Annabelle Arlt, Christina Austin-Tse, Sarah Baer, Meena Balasubramanian, Elsa V Balton, Giulia Barcia, Ana Beleza-Meireles, Jonathan A Bernstein, Jasmin Beygo, Pierre Blanc, Nuria C Bramswig, Frederik Braun, Daniel Buchzik, Daniel G Calame, Jamie Campbell, Charles Coutton, Chloe A Cunningham, Nitsuh Dargie, Christel Depienne, Katrina M Dipple, Anne Dieux, Abhijit Dixit, Lauren Dreyer, Haowei Du, Salima El Chehadeh, Michael Field, Lisa J Ewans, Vanessa Geiger, Richard A Gibbs, Ian Glass, Olivier Grunewald, Paul Gueguen, Tobias B Haack, Hamza Hadj Abdallah, Radu Harbuz, Ingo Helbig, Judit Horvath, Alexander Hustinx, Bertrand Isidor, Marie-Line Jacquemont, Fraser Jamie, Médéric Jeanne, Riley Kessler, Hannah Klinkhammer, G Christoph Korenke, Urania Kotzaeridou, Peter Krawitz, Steven Laurie, Richard J Leventer, Rebecca J Levy, James R Lupski, Pierre Marijon, Kaitlin E Mcginnis, Rodrigo Mendez, Olfa Messaoud, Caroline Nava, Mevyn Nizard, Anne O'Donnell-Luria, Melanie C O'Leary, Simone Olivieri, Amitav Parida, Davut Pehlivan, Anna Jenne Prentice, Jennifer E Posey, Chloe M Reuter, Véronique Satre, Caroline Schluth-Bolard, Thomas Smol, Tipu Sultan, John Taylor, Christel Thauvin-Robinet, Julien Thevenon, Eloise Uebergang, Sandra Ueberberg, Catherine Vincent-Delorme, Evangeline Wassmer, Emma Westwood, Matthew T Wheeler, Elif Yilmaz Gulec, Adeline Vanderver, Arastoo Vossough, Stephan J Sanders, Siddharth Banka, Gregory M Findlay, Daniel G Macarthur, Cas Simons, Nicola Whiffin

Faculty, Staff and Students Publications

No abstract provided.


Structural Determinants Of Ligand Response Specificity In The Mast Cell Activating Gpcr, Mrgprx2, Abiodun Adefola R Adeosun, Melina A Agosto, Olivier Lichtarge, Theodore G Wensel Jun 2026

Structural Determinants Of Ligand Response Specificity In The Mast Cell Activating Gpcr, Mrgprx2, Abiodun Adefola R Adeosun, Melina A Agosto, Olivier Lichtarge, Theodore G Wensel

Faculty, Staff and Students Publications

The mast cell-specific G-protein-coupled receptor (GPCR) MRGPRX2 (Mas-Related G Protein-coupled Receptor X2) has roles in itch and pain, and it mediates clinically relevant allergy-like responses to a diverse assortment of drugs. The varied responses of individuals to MRGPRX2 agonists, leading to drug hypersensitivity reactions in some cases, suggests the presence of consequential variants in the population. However, genetic associations with drug responses are poorly understood. We used heterologously-expressed MRGPRX2 to investigate the effect of 18 naturally occurring non-synonymous single nucleotide polymorphisms on activation by representative compounds from several classes, including neuropeptides, opioid agonists, antibiotics, neuromuscular blocking agents, and polycationic aromatic …


Disease-Specific Growth Charts Capture Characteristic Growth Patterns In Children With Pmm2 – Cdg, Kyriakie Sarafoglou, Christina Lam, Andrew C Edmondson, Andrea Miller, Rodrigo T Starosta, Aziza Zeighami, Seishu Horikoshi, Hayden Vreugdenhil, Fernando Scaglia, Tamas Kozicz, Queenie K G Tan, Bradley S Miller, Iván Martínez-Duncker, Gerard T Berry, Peter Mcwilliams, Eva Morava, Yaw Addo Jun 2026

Disease-Specific Growth Charts Capture Characteristic Growth Patterns In Children With Pmm2 – Cdg, Kyriakie Sarafoglou, Christina Lam, Andrew C Edmondson, Andrea Miller, Rodrigo T Starosta, Aziza Zeighami, Seishu Horikoshi, Hayden Vreugdenhil, Fernando Scaglia, Tamas Kozicz, Queenie K G Tan, Bradley S Miller, Iván Martínez-Duncker, Gerard T Berry, Peter Mcwilliams, Eva Morava, Yaw Addo

Faculty, Staff and Students Publications

Background: Growth faltering is prevalent in 96% of children with Phosphomannomutase-2 congenital disorder of glycosylation (PMM2-CDG). Published long-term growth data is extremely limited. Growth and weight patterns of PMM2-CDG children differ from the general population limiting the utility of existing normative growth charts to track development trajectory in comparison to peers with PMM2-CDG.

Objective: Create PMM2-CDG disease-specific height-, weight-, and BMI-for-age reference growth charts (0-20 years).

Methods: De-identified growth data was provided by Frontiers in Congenital Disorders of Glycosylation Consortium, CDG Care, Minnesota Partnership for Biotechnology and Medical Genomics, and Glycomine, Inc. Semi-parametric modeling techniques were used to develop PMM2-CDG-specific …


Transient Yap Activation Uncovers The Neurogenic Potential Of Proliferative Mammalian Müller Glia, English J Laserna, Irina V Saltykova, Benjamin M Hall, Xuefei Tong, Justin S Dhindsa, Borna Sarker, Ayrea E Hurley, Paul G Swinton, William R Lagor, Nicholas M Tran, James F Martin, Ross A Poché Jun 2026

Transient Yap Activation Uncovers The Neurogenic Potential Of Proliferative Mammalian Müller Glia, English J Laserna, Irina V Saltykova, Benjamin M Hall, Xuefei Tong, Justin S Dhindsa, Borna Sarker, Ayrea E Hurley, Paul G Swinton, William R Lagor, Nicholas M Tran, James F Martin, Ross A Poché

Faculty, Staff and Students Publications

The Hippo pathway effector YAP promotes spontaneous proliferation of Müller glia (MG), suggesting that bypassing Hippo signaling and activating YAP could enhance retinal regeneration. However, whether proliferative adult MGs retain meaningful neurogenic competence remains unclear. Here, using viral delivery of a Hippo-resistant YAP variant to wild-type adult MGs, we achieved transient YAP activation in adult MGs, inducing proliferation followed by cell-cycle withdrawal and differentiation. Intersectional genetic lineage tracing and EdU labeling, combined with transcriptomic analyses, revealed that YAP-activated MGs predominantly regenerate MGs, whereas only a subset gives rise to bipolar cell-like neurons. These results indicate that proliferative MGs acquire a …


Plasticity And Language In The Anaesthetized Human Hippocampus, Kalman A Katlowitz, Eric R Cole, Elizabeth A Mickiewicz, Shraddha Shah, Melissa Franch, Joshua A Adkinson, James L Belanger, Raissa K Mathura, Domokos Meszéna, Matthew Mcginley, William Muñoz, Garrett P Banks, Sydney S Cash, Chih-Wei Hsu, Angelique C Paulk, Nicole R Provenza, Andrew J Watrous, Ziv Williams, Alica M Goldman, Vaishnav Krishnan, Atul Maheshwari, Sarah R Heilbronner, Robert Kim, Nuttida Rungratsameetaweemana, Benjamin Y Hayden, Sameer A Sheth Jun 2026

Plasticity And Language In The Anaesthetized Human Hippocampus, Kalman A Katlowitz, Eric R Cole, Elizabeth A Mickiewicz, Shraddha Shah, Melissa Franch, Joshua A Adkinson, James L Belanger, Raissa K Mathura, Domokos Meszéna, Matthew Mcginley, William Muñoz, Garrett P Banks, Sydney S Cash, Chih-Wei Hsu, Angelique C Paulk, Nicole R Provenza, Andrew J Watrous, Ziv Williams, Alica M Goldman, Vaishnav Krishnan, Atul Maheshwari, Sarah R Heilbronner, Robert Kim, Nuttida Rungratsameetaweemana, Benjamin Y Hayden, Sameer A Sheth

Faculty, Staff and Students Publications

Consciousness is a fundamental component of cognition1, but the degree to which higher-order pattern recognition relies on it remains disputed2,3. Here we demonstrate the persistence of oddball discrimination, semantic processing and online prediction in individuals under general-anaesthesia-induced loss of consciousness4,5. Using high-density Neuropixels microelectrodes6 to record both single-unit and local-field-potential neural activity in the human hippocampus while playing a series of tones to anaesthetized patients, we found that hippocampal neurons and local oscillations retained some detection of oddball tones. This effect size grew over the course of the experiment …


Curriculum Innovation: Neurocritical Care Eeg Rounds: A Model To Improve Neurology Resident Eeg Interpretation., Ellen Sylvie Sanchez Mas, Mitchell Lloyd Powell, Marco Malaga, Corey Elam Goldsmith, Rahul Damani, Lu Lin Jun 2026

Curriculum Innovation: Neurocritical Care Eeg Rounds: A Model To Improve Neurology Resident Eeg Interpretation., Ellen Sylvie Sanchez Mas, Mitchell Lloyd Powell, Marco Malaga, Corey Elam Goldsmith, Rahul Damani, Lu Lin

Faculty, Staff and Students Publications

Background and purpose: Rural-urban disparities in neurological care have been well documented, but limited data exist regarding Guillain-Barré Syndrome (GBS). This study examines differences in patient demographics, hospital characteristics, and outcomes among GBS admissions to rural versus urban hospitals in the United States.

Methods: Using the 2021 National Inpatient Sample, we conducted a retrospective cohort study of adult hospitalizations with a principal diagnosis of GBS. Hospitals were classified as rural or urban based on U.S. census designations. Multivariate logistic and linear regression models were used to assess associations between hospital location and outcomes, adjusting for demographic, clinical, and hospital-level factors. …


Ilae-Yes Global Webinar Series: Integrating Clinical And Basic Science In Epilepsy Research, Cecilie G Nome, Parthvi Ravat, Fabrice Bartolomei, Marco De Curtis, Rossella Di Sapia, Marian Galovic, Maria Gogou, Lukas Imbach, Julia Jacobs, Katja Kobow, Alice D Lam, Christos Panagiotis Lisgaras, Elisa Micalizzi, Eleni Nikalexi, Jeffrey L Noebels, Jeanne T Paz, Avtar Singh Roopra, Sally Shaaban, Laurent Sheybani, Shobi Sivathamboo, Ana Suller Marti, Adam Williamson, Naoto Kuroda Jun 2026

Ilae-Yes Global Webinar Series: Integrating Clinical And Basic Science In Epilepsy Research, Cecilie G Nome, Parthvi Ravat, Fabrice Bartolomei, Marco De Curtis, Rossella Di Sapia, Marian Galovic, Maria Gogou, Lukas Imbach, Julia Jacobs, Katja Kobow, Alice D Lam, Christos Panagiotis Lisgaras, Elisa Micalizzi, Eleni Nikalexi, Jeffrey L Noebels, Jeanne T Paz, Avtar Singh Roopra, Sally Shaaban, Laurent Sheybani, Shobi Sivathamboo, Ana Suller Marti, Adam Williamson, Naoto Kuroda

Faculty, Staff and Students Publications

Bridging clinical and basic research is increasingly recognized as a priority in the epilepsy field, yet opportunities for integration remain limited by the time, space, and financial constraints of scientific meetings. To address this gap, the Research Task Force of the Young Epilepsy Section of the International League Against Epilepsy (ILAE-YES) organized a free global webinar series designed to promote translational dialogue and provide accessible research education for early-career clinicians, researchers, and physician-scientists. Based on a preliminary ILAE-YES community survey, eight topics of high interest were selected: (1) epigenetics, (2) EEG biomarkers, (3) ictogenesis, (4) thalamo-cortical network, (5) sudden unexpected …