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Open AccessArticle
Cross-Species Transcriptomic Analysis Identifies an Endocannabinoid-Associated Immune Remodeling Signature and Candidate Pharmacologic Targets in Spinal Cord Injury
by
Tamer Tamdogan
Tamer Tamdogan 1
,
Sevim Ondul
Sevim Ondul 1,
Muharrem Furkan Yuzbasi
Muharrem Furkan Yuzbasi 2 and
Ibrahim Yilmaz
Ibrahim Yilmaz 3,*
1
Department of Neurosurgery, Giresun University Faculty of Medicine, Giresun 28200, Türkiye
2
Department of Neurosurgery, Kahramanmaras Sutcu Imam University Faculty of Medicine, Kahramanmaras 46040, Türkiye
3
Unit of Pharmacovigilance, Dr. Ismail Fehmi Cumalioglu City Hospital, Ministry of Health of the Republic of Türkiye, Tekirdag 59020, Türkiye
*
Author to whom correspondence should be addressed.
Biomedicines 2026, 14(7), 1446; https://doi.org/10.3390/biomedicines14071446 (registering DOI)
Submission received: 10 June 2026
/
Revised: 24 June 2026
/
Accepted: 24 June 2026
/
Published: 25 June 2026
Abstract
Background: Spinal cord injury (SCI) triggers secondary injury processes involving neuroinflammation and systemic immune remodeling. The endocannabinoid system (ECS) has been implicated in neuroimmune regulation, but its transcriptional relationship with immune remodeling and its translational relevance in human SCI blood remain incompletely defined. Methods: A cross-species discovery–validation–translation framework was applied using a rat spinal cord discovery cohort (GSE45006), an independent mouse validation cohort (GSE171441), and a human peripheral white blood cell cohort (GSE151371). Analyses included differential expression profiling, ECS-focused assessment, cross-species comparison, immune-cell signature scoring, ECS–immune correlation analysis, receiver operating characteristic (ROC) analysis, LASSO-based biomarker prioritization, network analysis, disease enrichment, drug–gene interaction querying, and transcription factor/microRNA regulatory annotation. Results: ECS-related transcriptional remodeling was identified across rodent and human datasets in a compartment-dependent manner. In human SCI blood, CNR2, PTGS2, and DAGLB were significantly altered and showed biomarker-prioritization potential. Human SCI blood also showed innate immune enrichment, adaptive immune depletion, and significant ECS–immune correlations. The integrated 28-gene SCI–ECS immune panel formed a functionally coherent protein–protein interaction (PPI) network enriched in immune-response pathways. Disease enrichment supported an immune/inflammatory pathological context, whereas DGIdb identified hypothesis-generating drug–gene relationships involving ECS-related targets. ChEA 2022 revealed nominal transcription factor annotations that did not survive multiple-testing correction, and miRNet identified database-derived miRNA regulators of panel genes. In a secondary sensitivity analysis, the combined ECS signature also retained discriminatory performance against non-CNS trauma controls, suggesting that the observed transcriptional pattern was not fully attributable to generalized trauma-related responses. Conclusions: This study proposes an ECS-associated immune remodeling signature in SCI with translational biomarker-prioritization and pharmacologic target-annotation context in human peripheral blood. These findings are exploratory and require prospective and functional validation.
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MDPI and ACS Style
Tamdogan, T.; Ondul, S.; Yuzbasi, M.F.; Yilmaz, I.
Cross-Species Transcriptomic Analysis Identifies an Endocannabinoid-Associated Immune Remodeling Signature and Candidate Pharmacologic Targets in Spinal Cord Injury. Biomedicines 2026, 14, 1446.
https://doi.org/10.3390/biomedicines14071446
AMA Style
Tamdogan T, Ondul S, Yuzbasi MF, Yilmaz I.
Cross-Species Transcriptomic Analysis Identifies an Endocannabinoid-Associated Immune Remodeling Signature and Candidate Pharmacologic Targets in Spinal Cord Injury. Biomedicines. 2026; 14(7):1446.
https://doi.org/10.3390/biomedicines14071446
Chicago/Turabian Style
Tamdogan, Tamer, Sevim Ondul, Muharrem Furkan Yuzbasi, and Ibrahim Yilmaz.
2026. "Cross-Species Transcriptomic Analysis Identifies an Endocannabinoid-Associated Immune Remodeling Signature and Candidate Pharmacologic Targets in Spinal Cord Injury" Biomedicines 14, no. 7: 1446.
https://doi.org/10.3390/biomedicines14071446
APA Style
Tamdogan, T., Ondul, S., Yuzbasi, M. F., & Yilmaz, I.
(2026). Cross-Species Transcriptomic Analysis Identifies an Endocannabinoid-Associated Immune Remodeling Signature and Candidate Pharmacologic Targets in Spinal Cord Injury. Biomedicines, 14(7), 1446.
https://doi.org/10.3390/biomedicines14071446
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