Evidence map›Paper›PMID 40705215›Full record

ArticleNeuroscience bulletin2026

Single-Nucleus Transcriptomic Sequencing Revealed Cellular and Molecular Changes in a Pilocarpine-Induced Epilepsy Rat Model.

Ying Wang, Yue Wang, Fei Yu, Yidi Liu, Xin Liu, Zhengxu Cai

Abstract read
In one paragraph

Article in Neuroscience bulletin, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–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

4 citing papers in PubMed.

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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

6 authors.

Ying WangDepartment of Neurology, The First Affiliated Hospital of Dalian Medical University, Dalian, 116011, China.ORCID http://orcid.org/0009-0001-7726-7593
Yue WangState Key Laboratory of Quality Research in Chinese Medicine and Institute of Chinese Medical Sciences, University of Macau, Macao, 51900, China.
Fei YuDepartment of Neurology, The First Affiliated Hospital of Dalian Medical University, Dalian, 116011, China.
Yidi LiuDepartment of Neurology, The First Affiliated Hospital of Dalian Medical University, Dalian, 116011, China.
Xin LiuShanxi Medical University, Taiyuan, 030607, China. liuxin@genomics.cn.
Zhengxu CaiDepartment of Neurology, The First Affiliated Hospital of Dalian Medical University, Dalian, 116011, China. caizhengxu999@126.com.ORCID http://orcid.org/0000-0002-1049-1275

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Uncovering the underlying process of epileptogenesis is crucial for developing effective treatment strategies for epilepsy. However, the cellular and molecular changes throughout epileptogenesis are not fully understood. In this study, single-nucleus RNA sequencing was performed on the hippocampus, temporal cortex, and thalamus across the acute, latent, and chronic phases in a pilocarpine-induced rat model and controls. We created a comprehensive single-nucleus transcriptomic atlas of rat epileptogenesis, consisting of 311,177 single nuclei. Our analysis revealed distinct transcriptional signatures across the three phases and regions, including significant gene expression changes in the acute phase and critical synaptic and neural network remodeling in the thalamus during the latent phase. Notably, we identified two novel astrocyte clusters during epileptogenesis, with the EX-Astro C3-IN pathway emerging as a potential intervention target. The dataset provides a detailed understanding of the dynamic cellular and molecular landscape of epileptogenesis.

Indexed as

EpilepsyTranscriptomeAnimalsAstrocytesDisease Models, AnimalGene Expression ProfilingHippocampusMalePilocarpineRatsRats, Sprague-DawleySequence Analysis, RNAPilocarpineAstrocytesEpileptogenesisLatent phasePilocarpine-induced epilepsy rat modelSingle-nucleus RNA sequencing

Identifiers

PMID40705215
PMCPMC12950157

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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 OpenQuestion graph.