Evidence map›Paper›PMID 42051157›Full record

ArticleClinical and translational medicine2026

Single-nucleus RNA sequencing reveals ferroptosis as a potential contributor to the pathogenesis of focal cortical dysplasia.

Qingyang Zeng, Fengjun Zhu, Dezhi Cao, Yang Sun, Lin Li, Zeshi Tan, Cong Li, Xiaofan Ren, Yidi Liu, Zhiqiang Lin and 1 more

Abstract read
In one paragraph

Article in Clinical and translational medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

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4 · The record

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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

11 authors.

Qingyang ZengEpilepsy Center and Department of Neurology, Shenzhen Children's Hospital, Shenzhen, Guangdong, China.ORCID 0009-0005-1831-212X
Fengjun ZhuEpilepsy Center and Department of Neurology, Shenzhen Children's Hospital, Shenzhen, Guangdong, China.
Dezhi CaoEpilepsy Center and Department of Neurology, Shenzhen Children's Hospital, Shenzhen, Guangdong, China.ORCID 0000-0002-7424-8063
Yang SunEpilepsy Center and Department of Neurology, Shenzhen Children's Hospital, Shenzhen, Guangdong, China.
Lin LiEpilepsy Center and Department of Neurology, Shenzhen Children's Hospital, Shenzhen, Guangdong, China.
Zeshi TanEpilepsy Center and Department of Neurology, Shenzhen Children's Hospital, Shenzhen, Guangdong, China.
Cong LiEpilepsy Center and Department of Neurology, Shenzhen Children's Hospital, Shenzhen, Guangdong, China.
Xiaofan RenEpilepsy Center and Department of Neurology, Shenzhen Children's Hospital, Shenzhen, Guangdong, China.
Yidi LiuEpilepsy Center and Department of Neurology, Shenzhen Children's Hospital, Shenzhen, Guangdong, China.
Zhiqiang LinEpilepsy Center and Department of Neurology, Shenzhen Children's Hospital, Shenzhen, Guangdong, China.
Dongfang ZouEpilepsy Center and Department of Neurology, Shenzhen Children's Hospital, Shenzhen, Guangdong, China.ORCID 0000-0001-6726-8704

Funding

Sanming Project of Medicine in Shenzhen Municipality SZSM202311028Shenzhen Fund for Guangdong Provincial High-level Clinical Key Specialties SZGSP012
6 · The paper itself

Abstract

objectiveFocal cortical dysplasia (FCD) is a leading cause of drug-resistant epilepsy, whereas its molecular and cellular mechanisms remain poorly understood. This study aimed to characterize the cellular heterogeneity of FCD and investigate the function of ferroptosis in FCD pathogenesis.

methodsSingle-nucleus RNA sequencing was carried out on epileptogenic cortical tissues from 18 patients with FCD and 6 perilesional control samples with normal histology. Data were analysed using uniform manifold approximation and projection for dimensionality reduction and visualization. Differentially expressed genes (DEGs) were identified and subjected to Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses. UCell scoring and gene set enrichment analysis (GSEA) were applied to assess pathway activity. Expression levels of ferroptosis-related genes (FRGs) were validated by immunofluorescence, and biochemical assays quantified the levels of superoxide dismutase (SOD), glutathione (GSH), malondialdehyde (MDA) and lipid peroxides (LPO).

resultsA total of 170 747 nuclei were profiled, resolving five major cell types, including inhibitory neurons, excitatory neurons, astrocytes, microglia and oligodendrocytes. DEGs across these populations were significantly enriched in ferroptosis and oxidative stress-associated pathways. UCell and GSEA highlighted remarkable alterations in ferroptosis, apoptosis and oxidative stress, particularly in inhibitory neurons and astrocytes. Immunofluorescence confirmed upregulation of key FRGs, including ferritin light chain, ferritin heavy chain 1, poly rC binding protein 1, microtubule-associated protein 1 light chain 3B and prion protein-encoding gene, in FCD tissues. Concordantly, biochemical assays demonstrated reduced SOD and GSH levels, alongside elevated MDA and LPO levels, confirming the transcriptional and histological findings.

conclusionsThe results indicated that ferroptosis may play a notable role or act as a concurrent mechanism in the pathogenesis of FCD, potentially contributing to the neuronal and glial dysfunction and epileptogenesis. Integrating transcriptomic, histological and biochemical data, this study demonstrated that targeting ferroptosis-related pathways may hold promise as a potential therapeutic strategy for FCD, providing new insights into the molecular mechanisms underlying this condition. HIGHLIGHTS: This study pioneers the first single-nucleus transcriptomic atlas for Focal Cortical Dysplasia (FCD) types I and II, deciphering the cellular heterogeneity across five major brain cell types within the epileptogenic cortex. Through integrated multi-omics analysis, it reveals for the first time a significant association between the ferroptosis pathway and FCD pathogenesis. We identify and validate ferroptosis-related genes (e.g., FTH1, FTL, PCBP1) as potential biomarkers and therapeutic targets, supported by congruent biochemical evidence of oxidative stress in this drug-resistant epilepsy.

Indexed as

FerroptosisFocal Cortical DysplasiaSequence Analysis, RNAChildFemaleHumansMaleastrocytesexcitatory neuronsferritin light chainferroptosisfocal cortical dysplasiainhibitory neuronsingle‐nucleus RNA sequencing

Identifiers

PMID42051157
PMCPMC13125963

What Socratic holds

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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.