Exploratory Single-Nucleus Transcriptomic and Chromatin Accessibility Profiling Indicates Microglial Remodeling in Tuberous Sclerosis Complex-Associated Epilepsy

Background: Tuberous sclerosis complex (TSC) frequently causes epilepsy, but cell-type-specific molecular alterations in human lesions remain incompletely understood. Methods: We performed single-nucleus RNA sequencing of cortical tissue from three TSC and three surgical control donors, with single-nucleus chromatin accessibility profiling in two donors per group from the same cohort. Donor-level pseudobulk differential analyses were combined with functional enrichment, inferred cell communication, and motif analyses. Results: Among the six cell types displayed in the main comparison, microglia had the most differentially expressed genes (872; 282 upregulated and 590 downregulated). Downregulated genes were enriched for lysosomal and lipid-storage processes. Inferred APP-CD74 input to microglia was higher for most source cell types, whereas APP-SORL1 changes varied by source. Chromatin analysis identified 9283 differentially accessible regions. Predicted regions linked to ABCA1, ATP6V0A1, and GPNMB showed decreased accessibility, concordant with lower RNA expression. Donor-averaged TFEB- and TFE3-associated chromatin variation across regions (chromVAR) scores were lower in TSC. Conclusions: These exploratory findings suggest microglial remodeling involving lysosomal and lipid-storage processes. It may provide a molecular basis for further investigation of microglia in epileptogenesis.

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Publication Details

Journal
Biology
Published
2026-11-02
DOI
https://doi.org/10.3390/biology15211976
Primary Topic
Tuberous Sclerosis Complex Research
Type
article
Field-Weighted Citation Impact
0.00

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article

Exploratory Single-Nucleus Transcriptomic and Chromatin Accessibility Profiling Indicates Microglial Remodeling in Tuberous Sclerosis Complex-Associated Epilepsy

Lin Wan, Xinting Liu, Yuanyuan Dang, Jie Zhang et al.
2 links
Biology
Tuberous Sclerosis Complex Research
article

Exploratory Single-Nucleus Transcriptomic and Chromatin Accessibility Profiling Indicates Microglial Remodeling in Tuberous Sclerosis Complex-Associated Epilepsy

Lin Wan, Xinting Liu, Yuanyuan Dang, Jie Zhang, Linyan Hu, Hulin Zhao, Guang Yang, Qiyan Liu, Jing Wang, Xiuyu Shi
article en

Abstract

Background: Tuberous sclerosis complex (TSC) frequently causes epilepsy, but cell-type-specific molecular alterations in human lesions remain incompletely understood. Methods: We performed single-nucleus RNA sequencing of cortical tissue from three TSC and three surgical control donors, with single-nucleus chromatin accessibility profiling in two donors per group from the same cohort. Donor-level pseudobulk differential analyses were combined with functional enrichment, inferred cell communication, and motif analyses. Results: Among the six cell types displayed in the main comparison, microglia had the most differentially expressed genes (872; 282 upregulated and 590 downregulated). Downregulated genes were enriched for lysosomal and lipid-storage processes. Inferred APP-CD74 input to microglia was higher for most source cell types, whereas APP-SORL1 changes varied by source. Chromatin analysis identified 9283 differentially accessible regions. Predicted regions linked to ABCA1, ATP6V0A1, and GPNMB showed decreased accessibility, concordant with lower RNA expression. Donor-averaged TFEB- and TFE3-associated chromatin variation across regions (chromVAR) scores were lower in TSC. Conclusions: These exploratory findings suggest microglial remodeling involving lysosomal and lipid-storage processes. It may provide a molecular basis for further investigation of microglia in epileptogenesis.

BiologyVol. 15(21)
Chinese PLA General Hospital (CN), First Affiliated Hospital of Chinese PLA General Hospital (CN), Chinese People's Liberation Army (CN)
Natural Science Foundation of Beijing Municipality, National Key Research and Development Program of China
Good health and well-being
Openalex Percentile: Top 15%
Tuberous Sclerosis Complex Research
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