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

Overview

Authors: Qingyang Zeng1,2, Fengjun Zhu1, Dezhi Cao1, Yang Sun1, Lin Li1, Zeshi Tan1, Cong Li1, Xiaofan Ren1, Yidi Liu1, Zhiqiang Lin1,2, Dongfang Zou1
  1. Epilepsy Center and Department of Neurology, Shenzhen Children’s Hospital, Shenzhen, Guangdong, China
  2. Shenzhen Pediatrics Institute, Shantou University Medical College, Shenzhen, Guangdong, China
Journal: Clinical and translational medicine, volume 16, issue 5, article e70668
Dates: received 4 October 2025; accepted 11 April 2026; published online 29 April 2026; in print May 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1002/ctm2.70668 · PMID 42051157 · PMCID PMC13125963 · OpenAlex W7158051286
Open access: gold, a free copy (OpenAlex)
Status: data only
Categories: genetics / omics (modality), histology / microscopy (modality), human (organism), epilepsy (population), cellular / molecular (subfield)
Methods: Statistics, Smoothing, state filtering, decompositions, Machine learning
Keywords: single‐nucleus RNA sequencing, focal cortical dysplasia, ferroptosis, inhibitory neuron, excitatory neurons, astrocytes, ferritin light chain
MeSH: Ferroptosis*, Focal Cortical Dysplasia*, Sequence Analysis, RNA*, Child, Female, Humans, Male (* major topic)
Topic: Ferroptosis and cancer prognosis (Pulmonary and Respiratory Medicine, Medicine), according to OpenAlex
Funding: Shenzhen Fund for Guangdong Provincial High-level Clinical Key Specialties (SZGSP012); Sanming Project of Medicine in Shenzhen Municipality (SZSM202311028)
Citations: not cited yet (Europe PMC); 56 references in the paper

Abstract

Objective: Focal 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.

Methods: Single‐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).

Results: A 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.

Conclusions: The 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.

Reproduced under the paper's license (CC BY), from the paper cited above.

Code

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Data

Datasets cited

Data availability statement

The raw single‐nucleus RNA sequencing data generated in this study have been deposited in the NCBI Sequence Read Archive (SRA) under the accession number of PRJNA1336443 and are publicly accessible at https://www.ncbi.nlm.nih.gov/sra/PRJNA1336443. All processed and structured analysis datasets supporting the findings of this study and used to generate the figures and conclusions have been curated and deposited in the public repository Figshare (https://figshare.com/) under the permanent DOI: https://doi.org/10.6084/m9.figshare.30988093.

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 11 authors, 7 keywords, 7 MeSH terms, 2 funders, 54 references.

Cite

This paper

Zeng, Q., Zhu, F., Cao, D., Sun, Y., Li, L., Tan, Z., Li, C., Ren, X., Liu, Y., Lin, Z., & Zou, D. (2026). Single-nucleus RNA sequencing reveals ferroptosis as a potential contributor to the pathogenesis of focal cortical dysplasia. Clinical and translational medicine, 16(5), e70668. https://doi.org/10.1002/ctm2.70668

BibTeX

@article{zeng2026single,
author = {Zeng, Qingyang and Zhu, Fengjun and Cao, Dezhi and Sun, Yang and Li, Lin and Tan, Zeshi and Li, Cong and Ren, Xiaofan and Liu, Yidi and Lin, Zhiqiang and Zou, Dongfang},
title = {{Single-nucleus RNA sequencing reveals ferroptosis as a potential contributor to the pathogenesis of focal cortical dysplasia}},
journal = {Clinical and translational medicine},
year = {2026},
month = may,
volume = {16},
number = {5},
pages = {e70668},
publisher = {Wiley},
issn = {2001-1326},
doi = {10.1002/ctm2.70668},
url = {https://doi.org/10.1002/ctm2.70668},
pmid = {42051157},
pmcid = {PMC13125963}
}

RIS

TY - JOUR
AU - Zeng, Qingyang
AU - Zhu, Fengjun
AU - Cao, Dezhi
AU - Sun, Yang
AU - Li, Lin
AU - Tan, Zeshi
AU - Li, Cong
AU - Ren, Xiaofan
AU - Liu, Yidi
AU - Lin, Zhiqiang
AU - Zou, Dongfang
TI - Single-nucleus RNA sequencing reveals ferroptosis as a potential contributor to the pathogenesis of focal cortical dysplasia
T2 - Clinical and translational medicine
J2 - Clin Transl Med
PY - 2026
DA - 2026/05/01
VL - 16
IS - 5
SP - e70668
SN - 2001-1326
PB - Wiley
DO - 10.1002/ctm2.70668
UR - https://doi.org/10.1002/ctm2.70668
LA - en
ER -

CSL-JSON

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