SynthesisMolecular neurobiology2025
Differential Gene Expression Across Species Following Spinal Cord Injury: A Systematic Review and Meta-Analysis.
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.
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.
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.
Who cites it
2 citing papers in PubMed.
- Transcriptomics Insights into Spinal Cord Injury for Therapy Development.International journal of molecular sciences · 2026Review
- Targeting glial scar formation for spinal cord injury: mechanisms, strategies, and research progress review.Frontiers in neuroscience · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
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.
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Registered trials
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.