Evidence map›Paper›PMID 40674414›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Cell-type-informed genotyping of mosaic focal epilepsies reveals cell-autonomous and non-cell-autonomous disease-associated transcriptional programs.

Sara Bizzotto, Maya Talukdar, Edward A Stronge, Rosita B Ramirez, Yingxi Yang, August Yue Huang, Qiwen Hu, Yingping Hou, Norma K Hylton, Benjamin Finander and 15 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

17 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Origins and timing of somatic variants in the brain.Current opinion in genetics & development · 2026
    Review
  3. Review
  4. Review
  5. Article
  6. Drug resistant epilepsy driven byEpilepsy & behavior reports · 2026
    Article
  7. Article
  8. Article
  9. Article
  10. Review
  11. Article
  12. Deep tissue sequencing improves genetic diagnostic yield in focal cortical dysplasia.medRxiv : the preprint server for health sciences · 2025
    Article
  13. Article
  14. Article
  15. Review
  16. Review
  17. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

25 authors.

Sara Bizzotto *Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston, MA 02115.
Maya Talukdar *Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston, MA 02115.ORCID 0000-0002-5997-5633
Edward A Stronge *Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston, MA 02115.
Rosita B RamirezDepartment of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115.
Yingxi YangDivision of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston, MA 02115.
August Yue HuangDivision of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston, MA 02115.ORCID 0000-0002-0416-2854
Qiwen HuDepartment of Biomedical Informatics, Harvard Medical School, Boston, MA 02115.
Yingping HouDepartment of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115.
Norma K HyltonDivision of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston, MA 02115.
Benjamin FinanderDivision of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston, MA 02115.
Ashton TillettDepartment of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115.
Zinan ZhouDivision of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston, MA 02115.
Brian H ChhoukDivision of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston, MA 02115.
Alissa M D'GamaDepartment of Pediatrics, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115.
Edward YangDepartment of Radiology, Boston Children's Hospital, Boston, MA 02115.
Timothy E GreenDepartment of Medicine (Austin Health), University of Melbourne, Heidelberg, VIC 3084, Australia.
David C ReutensCentre for Advanced Imaging, The University of Queensland and Royal Brisbane and Women's Hospital, Herston, QLD 4067, Australia.
Saul A MullenDepartment of Medicine (Austin Health), University of Melbourne, Heidelberg, VIC 3084, Australia.
Ingrid E SchefferDepartment of Medicine (Austin Health), University of Melbourne, Heidelberg, VIC 3084, Australia.
Michael S HildebrandDepartment of Medicine (Austin Health), University of Melbourne, Heidelberg, VIC 3084, Australia.ORCID 0000-0003-2739-0515
Russell J BuonoDepartment of Biomedical Sciences, Cooper Medical School of Rowan University, Camden, NJ 08103.
Ingmar BlümckeDepartment of Neuropathology, University Hospitals Erlangen, Erlangen 91054, Germany.
Annapurna H PoduriBroad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142.
Sattar Khoshkhoo *Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston, MA 02115.
Christopher A Walsh *Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston, MA 02115.ORCID 0000-0002-0156-2238

Funding

Medical Scientist Training ProgramT32GM007753 · NIGMS · HARVARD UNIVERSITY (MEDICAL SCHOOL) · PI WALENSKY, LOREN DAVID · 1985 to 2021
$50.0M
Medical Scientist Training ProgramT32GM144273 · NIGMS · HARVARD MEDICAL SCHOOL · PI David Shumway Jones, Jacqueline A. Lees · 2022 to 2026
$14.7M
Cell Identity Determination In Human Brain: Somatic Mutation and Cell LineageR01NS032457 · NINDS · BOSTON CHILDREN'S HOSPITAL · PI Alice Eunjung Lee, Christopher A. Walsh · 1995 to 2026
$12.7M
Genetic Analysis and Manipulation Core (GAEC)P50HD105351 · NICHD · BOSTON CHILDREN'S HOSPITAL · PI Hisashi Umemori · 2021 to 2026
$9.4M
Human Epilepsy Genetics Neuronal Migration DisordersR37NS035129 · NINDS · BOSTON CHILDREN'S HOSPITAL · PI Christopher A. Walsh · 2002 to 2026
$6.5M
Mouse Neurodevelopmental Behavior CoreU54HD090255 · NICHD · BOSTON CHILDREN'S HOSPITAL · PI SAHIN, MUSTAFA · 2016 to 2020
$5.2M
Role of clonal somatic mutations in microglia and Alzheimer’s diseaseR01AG088082 · NIA · BOSTON CHILDREN'S HOSPITAL · PI Yue Huang · 2024 to 2026
$4.4M
Rates and mechanisms of age-related somatic mutation in normal and Alzheimer brainR01AG070921 · NIA · BOSTON CHILDREN'S HOSPITAL · PI LEE, ALICE EUNJUNG, WALSH, CHRISTOPHER A. · 2021 to 2025
$4.3M
Detection and Characterization of Somatic Mutations in Human Tissue Utilizing Duplex-Consensus SequencingUH3NS132144 · NINDS · BOSTON CHILDREN'S HOSPITAL · PI Sangita Choudhury, Alice Eunjung Lee · 2025 to 2026
$1.5M
Genetic and Cellular Mechanisms of Temporal Lobe EpilepsyK08NS128272 · NINDS · BRIGHAM AND WOMEN'S HOSPITAL · PI Sattar Khoshkhoo · 2022 to 2026
$1.2M
Role of clonal somatic mutations in microglia activation and Alzheimer’s diseaseR56AG079857 · NIA · BOSTON CHILDREN'S HOSPITAL · PI HUANG, YUE, LEE, EUNJUNG ALICE · 2023 to 2023
$883k
HHS | National Institutes of Health (NIH) R01AG070921HHS | NIH | National Institute of Neurological Disorders and Stroke (NINDS) K08NS128272HHS | NIH | National Institute of Neurological Disorders and Stroke (NINDS) R01NS032457Howard Hughes Medical Institute (HHMI) Investigator ProgramNIA NIH HHS R01 AG070921NIA NIH HHS R01 AG088082NIA NIH HHS R56 AG079857NICHD NIH HHS P50 HD105351NICHD NIH HHS U54 HD090255NIGMS NIH HHS T32 GM007753NIGMS NIH HHS T32 GM144273NINDS NIH HHS K08 NS128272NINDS NIH HHS L30 NS118655NINDS NIH HHS R01 NS032457NINDS NIH HHS R37 NS035129NINDS NIH HHS UH3 NS132144
6 · The paper itself

Abstract

While it is widely accepted that somatic variants that activate the PI3K-mTOR pathway are a major cause of drug-resistant focal epilepsy, typically associated with focal cortical dysplasia (FCD) type 2, understanding the mechanism of epileptogenesis requires identifying genotype-associated changes at the single-cell level, which is technically challenging with existing methods. Here, we performed single-nucleus RNA-sequencing (snRNA-seq) of 18 FCD type 2 samples removed surgically for treatment of drug-resistant epilepsy, and 17 non-FCD control samples, and analyzed additional published data comprising >400,000 single nuclei. We also performed simultaneous single-nucleus genotyping and gene expression analysis using two independent approaches: 1) a method that we called genotyping of transcriptomes enhanced with nanopore sequencing (GO-TEN) that combines targeted cDNA long-read sequencing with snRNA-seq, 2) ResolveOME snRNA-seq and DNA genotyping. snRNA-seq showed similar cell identities and proportions between cases and controls, suggesting that mosaic pathogenic variants in PI3K-mTOR pathway genes in FCD exert their effect by disrupting transcription in conserved cell types. GO-TEN and ResolveOME analyses confirmed that pathogenic variant-carrying cells have well-differentiated neuronal or glial identities, with enrichment of variants in cells of the neuroectodermal lineage, pointing to cortical neural progenitors as possible loci of somatic mutation. Within FCD type 2 lesions, we identified upregulation of PI3K-mTOR signaling and related pathways in variant-carrying neurons, downregulation of these pathways in non-variant-carrying neurons, as well as associated changes in microglial activation, cellular metabolism, synaptic homeostasis, and neuronal connectivity, all potentially contributing to epileptogenesis. These genotype-specific changes in mosaic lesions highlight potential disease mechanisms and therapeutic targets.

Indexed as

Cerebral CortexEpilepsyFocal Cortical DysplasiaMalformations of Cortical Development, Group ITranscriptomeAdolescentAdultCase-Control StudiesFemaleGenotyping TechniquesHumansMaleMosaicismNeuronsPhosphatidylinositol 3-KinaseSequence AnalysisPhosphatidylinositol 3-KinaseTOR Serine-Threonine Kinasescerebral cortexdevelopmentepilepsyMTORsomatic mutation

Identifiers

PMID40674414
PMCPMC12305027

What Socratic holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.