Evidence map›Paper›PMID 41420753›Full record

SynthesisMolecular neurobiology2025

Differential Gene Expression Across Species Following Spinal Cord Injury: A Systematic Review and Meta-Analysis.

Sara S AbouZekry, Manar S Abdullah, Ahmed S Abouhashem, Sungsoo Chun, Ahmed Abdellatif

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in Molecular neurobiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Transcriptomics Insights into Spinal Cord Injury for Therapy Development.International journal of molecular sciences · 2026
    Review
  2. Review
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

5 authors.

Sara S AbouZekryBiotechnology Program, American University in Cairo, New Cairo, 11835, Egypt.
Manar S AbdullahHelmy Institute for Biomedical Sciences, Zewail City of Science, Technology and Innovation, October Gardens, Giza, 12578, Egypt.
Ahmed S AbouhashemBiotechnology Program, American University in Cairo, New Cairo, 11835, Egypt.
Sungsoo ChunInstitute of Global Health and Human Ecology, American University in Cairo, New Cairo, 11835, Egypt.
Ahmed AbdellatifBiotechnology Program, American University in Cairo, New Cairo, 11835, Egypt. Ahmed.abdellatif@aucegypt.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The limited regenerative capacity of human nervous tissue compared to other species has long fascinated researchers. Remarkably, non-mammalian vertebrates such as teleost fish and axolotls possess robust regenerative abilities, capable of regenerating entire limbs and even fully transected spinal cords. Understanding the cellular and molecular mechanisms governing spinal cord regeneration across species may offer insights to accelerate repair processes and improve the quality of life for spinal cord injury (SCI) patients. This systematic review and meta-analysis compiled genome-wide spinal cord gene expression datasets from published SCI studies spanning multiple species. A targeted search was conducted using Gene Expression Omnibus, PubMed, and Science Direct, yielding 167 studies employing microarray and RNA sequencing (RNA-seq) technologies. After screening, 42 studies were selected: 20 used microarray, 17 used bulk RNA-seq, 2 employed single-cell RNA-seq (scRNA-seq), 2 combined bulk and scRNA-seq, and 1 incorporated both single-nucleus RNA-seq (snRNA-seq) and scRNA-seq. Approximately 43% of the selected studies were performed on Rattus norvegicus. Nine studies met the criteria for meta-analysis, allowing for cross-species comparison. Differentially expressed genes (DEGs) varied across models, reflecting species-specific responses. At day 7 post-injury, 214 DEGs were shared between regenerative (REG) and non-regenerative (non-REG) species. Across acute and subacute phases (multiple time points within the first week), 694 shared DEGs were identified. A month post-injury, 51 genes overlapped. Overall, 824 DEGs were common to the REG and non-REG groups at all time points. To explore functional relationships, protein-protein interaction (PPI) analysis was conducted on the oppositely regulated DEGs shared between REG and non-REG groups. Using Cytoscape and the CytoHubba plugin, key hub genes were identified, including CCNA2, CCNB1, CCNB2, CDC20, and FBXO5, all of which are associated with cell cycle processes. These hub genes were upregulated in non-REG (poorly regenerating) mouse models and may influence regenerative divergence across species by modulating glial proliferation or scar formation. Enrichment analysis revealed significant activation of cell cycle and mitotic processes in the non-REG group, which suggests cell cycle progression in response to injury.

Indexed as

Gene Expression RegulationSpinal Cord InjuriesAnimalsGene Expression ProfilingHumansSpecies SpecificityDEGsDifferentially expressed genesGene expressionMeta-analysisMicroarrayRegenerationRNAseqSCISpinal cord injury

Identifiers

PMID41420753
PMCPMC12718242

What OpenQuestion holds

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Registered trials

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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.