Evidence map›Paper›PMID 41392969›Full record

ArticleJournal of neurochemistry2025

Temporal Dynamics of tsRNA Regulation Mark an Abrupt Transition After Epileptogenesis.

Saad Zaheer, Sharada Baindoor, Niamh M C Connolly, Kai Siebenbrodt, Sebastian Bauer, Felix Rosenow, Jens S Andersen, Morten T Venø, Jørgen Kjems, David C Henshall and 1 more

Abstract read
In one paragraph

Article in Journal of neurochemistry, 2025. 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.

  1. Article
  2. Mercury-induced excitotoxicity in autism spectrum disorder: disruption of glutamatergic homeostasis and the therapeutic role of the selenium-glutathione axis.Biometals : an international journal on the role of metal ions in biology, biochemistry, and medicine · 2026
    Review
  3. Review
  4. 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

11 authors.

Saad ZaheerDepartment of Physiology & Medical Physics and RCSI Centre for Systems Medicine, RCSI University of Medicine and Health Sciences, Dublin, Ireland.ORCID 0000-0003-2124-551X
Sharada BaindoorDepartment of Physiology & Medical Physics and RCSI Centre for Systems Medicine, RCSI University of Medicine and Health Sciences, Dublin, Ireland.
Niamh M C ConnollyDepartment of Physiology & Medical Physics and RCSI Centre for Systems Medicine, RCSI University of Medicine and Health Sciences, Dublin, Ireland.ORCID 0000-0002-6005-1307
Kai SiebenbrodtGoethe-University Frankfurt, Epilepsy Center Frankfurt Rhine-Main, Department of Neurology, University Medical Center, Frankfurt, Germany.
Sebastian BauerGoethe-University Frankfurt, Epilepsy Center Frankfurt Rhine-Main, Department of Neurology, University Medical Center, Frankfurt, Germany.
Felix RosenowGoethe-University Frankfurt, Epilepsy Center Frankfurt Rhine-Main, Department of Neurology, University Medical Center, Frankfurt, Germany.
Jens S AndersenCenter for Experimental Bioinformatics, University of Southern Denmark, Odense M, Denmark.
Morten T VenøOmiics ApS, Aarhus, Denmark.
Jørgen KjemsInterdisciplinary Nanoscience Center, Dept. of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark.
David C HenshallDepartment of Physiology & Medical Physics and RCSI Centre for Systems Medicine, RCSI University of Medicine and Health Sciences, Dublin, Ireland.
Jochen H M PrehnDepartment of Physiology & Medical Physics and RCSI Centre for Systems Medicine, RCSI University of Medicine and Health Sciences, Dublin, Ireland.

Funding

European Union's "Seventh Framework" Programme (FP7) 602130Horizon 2020 'InterTau - Integrative structural biology of pathological tau protein, an appealing therapeutic target for Alzheimer´s disease modifying drugs H2020 MSCA RISE GA 873127Horizon 2020 'PRIME - A Personalised Living Cell Synthetic Computing Circuit for Sensing and Treating Neurodegenerative Disorders' H2020 FET - GA 964712Taighde Éireann - Research Ireland 21/RC/10294_P2Taighde Éireann - Research Ireland Centre for Research Training in Genomics Data Science 18/CRT/6214
6 · The paper itself

Abstract

Epileptogenesis involves widespread molecular remodeling, including transcriptional and post-transcriptional changes that reshape neuronal networks. While microRNAs have been extensively studied in this context, the contribution of transfer RNA-derived small RNAs (tsRNAs) remains largely unexplored. Understanding how tsRNAs engage in Argonaute 2 (Ago2)-mediated regulation during epileptogenesis could uncover new layers of post-transcriptional control relevant to seizure development and progression. Recent studies increasingly recognize transfer RNA-derived small RNAs or tsRNAs, especially those bound to Argonaute 2 (Ago2), as functional regulators of gene expression. Here, we analyzed Ago2-immunoprecipitated small RNA-Seq data along with matching transcriptomic and proteomic data across seven defined timepoints in a rat model of epilepsy that was induced using perforant pathway stimulation (PPS). The analysis showed dynamic shifts in Ago-2 bound tsRNA expression, with early and intermediate stages showing upregulation of shorter tsRNA fragments, whereas Day of First Seizure (DOFS) and chronic timepoints showed a shift toward 5' tiRNAs, including highly upregulated GlyGCC-derived fragments. Cluster analysis using Weighted Gene Co-Expression Network Analysis (WGCNA) identified modules specific to the DOFS timepoint where tsRNAs clustered together with genes enriched in pathways including neuronal metabolism, mitochondrial function, and synaptic stability. Target prediction analysis using RNAhybrid at DOFS predicted targets in 3' UTR, 5' UTR, and CDS regions showing an association with glycolysis, protein localization, and vesicle trafficking. Subsequent gene-disease association analysis further associated the predicted targets with neurodegenerative conditions including but not limited to Alzheimer's disease, intellectual disability, and epilepsy. This study highlights that tsRNAs potentially play a temporal dynamic regulatory role in epileptogenesis with an evident shift in tsRNA accumulation at DOFS suggesting a potential rewiring of post-transcriptional control at the completion of epileptogenesis. This work also highlights a first integrative approach of tsRNA downstream effects on the transcriptome and proteome in epilepsy and suggests innovative tsRNA-driven mechanisms relevant to disease progression.

Indexed as

EpilepsyRNA, TransferAnimalsArgonaute ProteinsGene Expression RegulationMaleRatsRats, Sprague-DawleyAgo2 protein, ratArgonaute ProteinsRNA, TransferAgo2‐immunoprecipitationmulti‐omics integrationtemporal lobe epilepsytRNA‐derived small RNAs

Identifiers

PMID41392969
PMCPMC12703685

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.