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Zhang Z, Li N, Ding Y, Sun H, Cheng H. Establishment and validation of a ResNet-based radiomics model for predicting prognosis in cervical spinal cord injury patients. Sci Rep 2025; 15:9163. [PMID: 40097664 PMCID: PMC11914052 DOI: 10.1038/s41598-025-94358-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Accepted: 03/13/2025] [Indexed: 03/19/2025] Open
Abstract
Cervical spinal cord injury (cSCI) poses a significant challenge due to the unpredictable nature of recovery, which ranges from mild paralysis to severe long-term disability. Accurate prognostic models are crucial for guiding treatment and rehabilitation but are often limited by their reliance on clinical observations alone. Recent advancements in radiomics and deep learning have shown promise in enhancing prognostic accuracy by leveraging detailed imaging data. However, integrating these imaging features with clinical data remains an underexplored area. This study aims to develop a combined model using imaging and clinical signatures to predict the prognosis of cSCI patients six months post-injury, helping clinical decisions and improving rehabilitation plans. We retrospectively analyzed 168 cSCI patients treated at Zhongda Hospital from January 1, 2018, to June 30, 2023. The retrospective cohort was divided into training (134 patients) and testing sets (34 patients) to construct the model. An additional prospective cohort of 43 cSCI patients treated from July 1, 2023, to November 30, 2023, was used as a validation set. Radiomics features were extracted using Pyradiomics and ResNet deep learning from MR images. Clinical factors such as age, smoking history, drinking history, hypertension, diabetes, cardiovascular disease, traumatic brain injury, injury site, and treatment type were analyzed. The LASSO algorithm selected features for model building. Multiple machine learning models, including SVM, LR, NaiveBayes, KNN, RF, ExtraTrees, XGBoost, LightGBM, GradientBoosting, AdaBoosting, and MLP, were used. Receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA) assessed the models' performance. A nomogram was created to visualize the combined model. In Radiomics models, the SVM classifier achieved the highest area under the curve (AUC) of 1.000 in the training set and 0.915 in the testing set. Age, diabetes, and treatment were found clinical risk factors to develop a clinical model. The combined model, integrating radiomics and clinical features, showed strong performance with AUCs of 1.000 in the training set, 0.952 in the testing set and 0.815 in the validation set. And calibration curves and DCA confirmed the model's accuracy and clinical usefulness. This study shows the potential of a combined radiomics and clinical model to predict the prognosis of cSCI patients.
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Affiliation(s)
- Zifeng Zhang
- School of Medicine, Southeast University, Nanjing, China
| | - Ning Li
- Department of Neurosurgery, Zhongda Hospital, Southeast University, Nanjing, China
| | - Yi Ding
- Department of Neurosurgery, Nanjing medical university affiliated Suzhou Municipal Hospital, Suzhou, China
| | - Haowei Sun
- School of Medicine, Southeast University, Nanjing, China
| | - Huilin Cheng
- School of Medicine, Southeast University, Nanjing, China.
- Department of Neurosurgery, Zhongda Hospital, Southeast University, Nanjing, China.
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Cao Y, Wang Y, Xia D, Fan Z. KDM2B and its peptides promote the stem cells from apical papilla mediated nerve injury repair in rats by intervening EZH2 function. Cell Prolif 2025; 58. [DOI: 1.doi: 10.1111/cpr.13756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2024] [Accepted: 09/14/2024] [Indexed: 05/19/2025] Open
Abstract
AbstractHow to improve the neurogenic potential of mesenchymal stem cells (MSCs) and develop biological agent based on the underlying epigenetic mechanism remains a challenge. Here, we investigated the effect of histone demethylase Lysine (K)‐specific demethylase 2B (KDM2B) on neurogenic differentiation and nerve injury repair by using MSCs from dental apical papilla (SCAP). We found that KDM2B promoted the neurogenic indicators expression and neural spheres formation in SCAP, and modified the Histone H3K4 trimethylation (H3K4me3) methylation on neurogenesis‐related genes. KDM2B improved the SCAP mediated recovery of motor ability at the early healing stage of spinal cord injury rats. Meanwhile, KDM2B acted as a negative regulator to its partner EZH2 during neurogenic differentiation, enhancer of zeste homologue 2 (EZH2) suppressed the neurogenic ability of SCAP. Further, the protein interaction between KDM2B and EZH2 was identified which decreased during neurogenic differentiation. On this basis, we revealed seven key protein binding sequences of KDM2B to EZH2, and synthesized KDM2B‐peptides based on these sequences. By the usage of KDM2B‐peptides, EZH2 function was effectively intervened and the neurogenic ability of SCAP was promoted. More, KDM2B‐peptides significantly improved the SCAP mediated functional recovery at SCI early phase. Our study revealed that KDM2B acted as a promotor to neurogenic differentiation ability of dental MSCs through binding and negatively regulating EZH2, and provided the KDM2B‐peptides as candidate agents for improving the neurogenic ability of MSCs and nerve injury repair.
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Affiliation(s)
- Yangyang Cao
- Laboratory of Molecular Signaling and Stem Cells Therapy, Beijing Key Laboratory of Tooth Regeneration and Function Reconstruction Capital Medical University School of Stomatology Beijing China
| | - Yantong Wang
- Laboratory of Molecular Signaling and Stem Cells Therapy, Beijing Key Laboratory of Tooth Regeneration and Function Reconstruction Capital Medical University School of Stomatology Beijing China
| | - Dengsheng Xia
- Department of General Dentistry and Integrated Emergency Dental Care Capital Medical University School of Stomatology Beijing China
| | - Zhipeng Fan
- Laboratory of Molecular Signaling and Stem Cells Therapy, Beijing Key Laboratory of Tooth Regeneration and Function Reconstruction Capital Medical University School of Stomatology Beijing China
- Beijing Laboratory of Oral Health Capital Medical University School Beijing China
- Research Unit of Tooth Development and Regeneration Chinese Academy of Medical Sciences Beijing China
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Cao Y, Wang Y, Xia D, Fan Z. KDM2B and its peptides promote the stem cells from apical papilla mediated nerve injury repair in rats by intervening EZH2 function. Cell Prolif 2025; 58:e13756. [PMID: 39358887 PMCID: PMC11839186 DOI: 10.1111/cpr.13756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2024] [Revised: 09/09/2024] [Accepted: 09/14/2024] [Indexed: 10/04/2024] Open
Abstract
How to improve the neurogenic potential of mesenchymal stem cells (MSCs) and develop biological agent based on the underlying epigenetic mechanism remains a challenge. Here, we investigated the effect of histone demethylase Lysine (K)-specific demethylase 2B (KDM2B) on neurogenic differentiation and nerve injury repair by using MSCs from dental apical papilla (SCAP). We found that KDM2B promoted the neurogenic indicators expression and neural spheres formation in SCAP, and modified the Histone H3K4 trimethylation (H3K4me3) methylation on neurogenesis-related genes. KDM2B improved the SCAP mediated recovery of motor ability at the early healing stage of spinal cord injury rats. Meanwhile, KDM2B acted as a negative regulator to its partner EZH2 during neurogenic differentiation, enhancer of zeste homologue 2 (EZH2) suppressed the neurogenic ability of SCAP. Further, the protein interaction between KDM2B and EZH2 was identified which decreased during neurogenic differentiation. On this basis, we revealed seven key protein binding sequences of KDM2B to EZH2, and synthesized KDM2B-peptides based on these sequences. By the usage of KDM2B-peptides, EZH2 function was effectively intervened and the neurogenic ability of SCAP was promoted. More, KDM2B-peptides significantly improved the SCAP mediated functional recovery at SCI early phase. Our study revealed that KDM2B acted as a promotor to neurogenic differentiation ability of dental MSCs through binding and negatively regulating EZH2, and provided the KDM2B-peptides as candidate agents for improving the neurogenic ability of MSCs and nerve injury repair.
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Affiliation(s)
- Yangyang Cao
- Laboratory of Molecular Signaling and Stem Cells Therapy, Beijing Key Laboratory of Tooth Regeneration and Function ReconstructionCapital Medical University School of StomatologyBeijingChina
| | - Yantong Wang
- Laboratory of Molecular Signaling and Stem Cells Therapy, Beijing Key Laboratory of Tooth Regeneration and Function ReconstructionCapital Medical University School of StomatologyBeijingChina
| | - Dengsheng Xia
- Department of General Dentistry and Integrated Emergency Dental CareCapital Medical University School of StomatologyBeijingChina
| | - Zhipeng Fan
- Laboratory of Molecular Signaling and Stem Cells Therapy, Beijing Key Laboratory of Tooth Regeneration and Function ReconstructionCapital Medical University School of StomatologyBeijingChina
- Beijing Laboratory of Oral HealthCapital Medical University SchoolBeijingChina
- Research Unit of Tooth Development and RegenerationChinese Academy of Medical SciencesBeijingChina
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Davoudi-Monfared E, Abolghasemi R, Allahyari F, Farzanegan G. Adverse events of cell therapy clinical trials in human chronic spinal cord injury, a systematic review and meta-analysis. Regen Ther 2024; 27:381-397. [PMID: 38694447 PMCID: PMC11061649 DOI: 10.1016/j.reth.2024.03.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Revised: 03/10/2024] [Accepted: 03/15/2024] [Indexed: 05/04/2024] Open
Abstract
Spinal cord injury is a lesion with high mortality and significant morbidities. After the primary injury, during six months, a cascade of secondary cellular and molecular events makes the lesion chronic. Recently, cell-based clinical trials as a new procedure have been gradually tested to improve the symptoms of patients. Each treatment method is associated with different adverse events. Based on the PRISMA flow diagram of the identified records, and after multistep screening, finally in 76 reviewed studies with 1633 cases and 189 controls, 64 types of adverse events in 12 categories were recorded in 45 studies. The most common adverse events were transient backache and meningism (90%) and cord malacia (80%). The cell therapy method in which the treatment was associated with more adverse events was Olfactory ensheathing cell and bone marrow mesenchymal stem cell combination therapy in 55%, and the adverse events were less with the embryonic stem cell in 2.33% of patients. In a meta-analysis, the total prevalence of adverse events in cell therapy was 19% and the highest pulled effect size belonged to urinary tract and localized adverse events. Also, the total prevalence of adverse events in 14 cell therapy methods was 18% and four cell types (neural stem cell, bone marrow hematopoietic stem cell, embryonic stem cell, and umbilical cord mesenchymal stem cell) had the most effect. None of the adverse events were reported on the 4 (life-threatening consequences) and 5 (death) grading scales. We concluded that the frequency of life-threatening adverse events following cell therapy clinical trials in chronic spinal cord injury patients is very scarce and can be ignored.
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Affiliation(s)
- Esmat Davoudi-Monfared
- Health Management Research Center & Department of Community Medicine, Faculty of Medicine, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Reyhaneh Abolghasemi
- New Hearing Technologies Research Center, Clinical Sciences Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Fakhri Allahyari
- Neuroscience Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Gholamreza Farzanegan
- Trauma Research Center & Department of Neurosurgery, Faculty of Medicine, Baqiyatallah University of Medical Sciences, Tehran, Iran
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Rao J, Xie H, Liang Z, Yang Z, Chen P, Zhou M, Xu X, Lin Y, Lin F, Wang R, Wang C, Chen C. Hypoxic-preconditioned mesenchymal stem cell-derived small extracellular vesicles inhibit neuronal death after spinal cord injury by regulating the SIRT1/Nrf2/HO-1 pathway. Front Pharmacol 2024; 15:1419390. [PMID: 39246654 PMCID: PMC11377843 DOI: 10.3389/fphar.2024.1419390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 08/19/2024] [Indexed: 09/10/2024] Open
Abstract
Background Oxidative stress and apoptosis of neurons significantly contribute to the pathophysiological cascade of spinal cord injury (SCI). However, the role of hypoxic-preconditioned mesenchymal stem cell-derived small extracellular vesicles (H-sEVs) in promoting SCI repair remains unclear. Hence, the present study aims to investigate the regulatory effects of H-sEVs on neuronal oxidative stress and apoptotic responses following SCI. Methods The administration of H-sEVs of SCI rats was assessed using behavioral evaluations such as Basso-Beattie-Bresnahan (BBB) scores, neuroelectrophysiological monitoring, and Catwalk gait analysis. Indices of oxidative stress (including superoxide dismutase [SOD], total antioxidant capacity [T-AOC], and malondialdehyde [MDA]) were measured. Neuronal survival was evaluated through Nissl staining, while the expression level of sirtuin 1 (SIRT1) was examined using immunohistochemical staining. Additionally, histological evaluation of lesion size was performed using hematoxylin-eosin (HE) staining. Tunel cell apoptosis staining and analysis of apoptosis-associated proteins (B-cell lymphoma-2 [Bcl2] and BCL2-Associated X [Bax]) were conducted through immunofluorescence staining and western blot, respectively. Furthermore, the model of oxidative stress was established using PC12 cells, and apoptosis levels were assessed via flow cytometry and western blot analysis. Importantly, to ascertain the critical role of SIRT1, we performed SIRT1 knockout experiments in PC12 cells using lentivirus transfection, followed by western blot. Results Using those behavioral evaluations, we observed significant functional improvement after H-sEVs treatment. Nissl staining revealed that H-sEVs treatment promoted neuronal survival. Moreover, we found that H-sEVs effectively reduced oxidative stress levels after SCI. HE staining demonstrated that H-sEVs could reduce lesion area. Immunohistochemical analysis revealed that H-sEVs enhanced SIRT1 expression. Furthermore, Tunel cell apoptosis staining and western blot analysis of apoptosis-related proteins confirmed the anti-apoptotic effects of H-sEVs. The PC12 cells were used to further substantiate the neuroprotective properties of H-sEVs by significantly inhibiting neuronal death and attenuating oxidative stress. Remarkably, SIRT1 knockout in PC12 cells reversed the antioxidant stress effects induced by H-sEVs treatment. Additionally, we elucidated the involvement of the downstream Nrf2/HO-1 signaling pathway. Conclusion Our study provides valuable insights into the effects of H-sEVs on neuronal oxidative stress and apoptosis after SCI. These findings underscore the potential clinical significance of H-sEVs-based therapies for SCI.
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Affiliation(s)
- Jian Rao
- Department of Neurosurgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Fujian Neurosurgical Institute, Fuzhou, Fujian, China
| | - Haishu Xie
- Department of Neurosurgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Fujian Neurosurgical Institute, Fuzhou, Fujian, China
| | - Zeyan Liang
- Department of Neurosurgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Fujian Neurosurgical Institute, Fuzhou, Fujian, China
| | - Zhelun Yang
- Department of Neurosurgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Fujian Neurosurgical Institute, Fuzhou, Fujian, China
| | - Pingping Chen
- Department of Neurosurgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Fujian Neurosurgical Institute, Fuzhou, Fujian, China
| | - Maochao Zhou
- Department of Neurosurgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Fujian Neurosurgical Institute, Fuzhou, Fujian, China
| | - Xiongjie Xu
- Department of Neurosurgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Fujian Neurosurgical Institute, Fuzhou, Fujian, China
| | - Yike Lin
- Department of Neurosurgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Fujian Neurosurgical Institute, Fuzhou, Fujian, China
| | - Fabin Lin
- Department of Neurosurgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Fujian Neurosurgical Institute, Fuzhou, Fujian, China
| | - Rui Wang
- Department of Neurosurgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Fujian Neurosurgical Institute, Fuzhou, Fujian, China
| | - Chunhua Wang
- Department of Neurosurgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Fujian Neurosurgical Institute, Fuzhou, Fujian, China
| | - Chunmei Chen
- Department of Neurosurgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Fujian Neurosurgical Institute, Fuzhou, Fujian, China
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Wang Z, Li J, Xu T, Guo B, Xie Z, Li M. The Efficacy of Different Material Scaffold-Guided Cell Transplantation in the Treatment of Spinal Cord Injury in Rats: A Systematic Review and Network Meta-analysis. Cell Mol Neurobiol 2024; 44:43. [PMID: 38703332 PMCID: PMC11069479 DOI: 10.1007/s10571-024-01465-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Accepted: 02/23/2024] [Indexed: 05/06/2024]
Abstract
Cell transplantation is a promising treatment option for spinal cord injury (SCI). However, there is no consensus on the choice of carrier scaffolds to host the cells. This study aims to evaluate the efficacy of different material scaffold-mediated cell transplantation in treating SCI in rats. According to PRISMA's principle, Embase, PubMed, Web of Science, and Cochrane databases were searched, and relevant literature was referenced. Only original research on cell transplantation plus natural or synthetic scaffolds in SCI rats was included. Direct and indirect evidence for improving hind limb motor function was pooled through meta-analysis. A subgroup analysis of some factors that may affect the therapeutic effect was conducted to understand the results fully. In total, 25 studies met the inclusion criteria, in which 293 rats received sham surgery, 78 rats received synthetic material scaffolds, and 219 rats received natural materials scaffolds. The network meta-analysis demonstrated that although synthetic scaffolds were slightly inferior to natural scaffolds in terms of restoring motor function in cell transplantation of SCI rats, no statistical differences were observed between the two (MD: -0.35; 95% CI -2.6 to 1.9). Moreover, the subgroup analysis revealed that the type and number of cells may be important factors in therapeutic efficacy (P < 0.01). Natural scaffolds and synthetic scaffolds are equally effective in cell transplantation of SCI rats without significant differences. In the future, the findings need to be validated in multicenter, large-scale, randomized controlled trials in clinical practice. Trial registration: Registration ID CRD42024459674 (PROSPERO).
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Affiliation(s)
- Zhihua Wang
- Department of Neurosurgery, The First Affiliated Hospital of Nanchang University, No.17, Yongwai Street, Nanchang, 330006, Jiangxi Province, China
- Postdoctoral Innovation Practice Base, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi Province, China
| | - Jun Li
- Department of Neurosurgery, The First Affiliated Hospital of Nanchang University, No.17, Yongwai Street, Nanchang, 330006, Jiangxi Province, China
- Department of the Second Clinical Medical College of Nanchang University, No.460, BaYi Street, Nanchang, 330006, Jiangxi Province, China
| | - Tianqi Xu
- Department of Neurosurgery, The First Affiliated Hospital of Nanchang University, No.17, Yongwai Street, Nanchang, 330006, Jiangxi Province, China
- Department of the Second Clinical Medical College of Nanchang University, No.460, BaYi Street, Nanchang, 330006, Jiangxi Province, China
| | - Boyu Guo
- Department of the First Clinical Medical College of Nanchang University, No.460, BaYi Street, Nanchang, 330006, Jiangxi Province, China
| | - Zhiping Xie
- Department of Neurosurgery, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, No.152 Aiguo Road, Nanchang, 330006, Jiangxi Province, China.
- Department of Neurosurgery, Xiangya Hospital Jiangxi Hospital, Central South University, Nanchang, Jiangxi Province, China.
| | - Meihua Li
- Department of Neurosurgery, The First Affiliated Hospital of Nanchang University, No.17, Yongwai Street, Nanchang, 330006, Jiangxi Province, China.
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Abolghasemi R, Davoudi-Monfared E, Allahyari F, Farzanegan G. Systematic Review of Cell Therapy Efficacy in Human Chronic Spinal Cord Injury. TISSUE ENGINEERING. PART B, REVIEWS 2024; 30:254-269. [PMID: 37917104 DOI: 10.1089/ten.teb.2023.0130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2023]
Abstract
Spinal cord injury (SCI) is one of the most debilitating problems for humans. About 6 months after the initial injury, a cascade of secondary cellular and molecular events occurs and the primary damage enters the chronic phase. Current treatments are not curative. One of the new treatment methods is the use of cell therapy, which is gradually being tested in clinical trials to improve the symptoms of SCI patients. In this review article, we investigated the effect of different cell therapy trials in improving patients' symptoms and their paraclinical indicators. In the 72 final reviewed studies with 1144 cases and 186 controls, 20 scores were recorded as outcomes. We categorized the scores into seven groups. In upper extremity motor score, daily living function, trunk stability, postural hypotension, somatosensory evoked potential, and motor evoked potential scores, the bone marrow hematopoietic stem cell therapy had a more healing effect. In the International Association of Neurorestoratology SCI Functional Rating Scale, light touch score, bowel function, decreased spasticity, Visual Analog Scale, and electromyography scores, the bone marrow mesenchymal stem cell had more impact. The olfactory ensheathing cell had a greater effect on lower extremity motor score and pinprick scores than other cells. The embryonic stem cell had the greatest effect in improving the important score of the American Spinal Injury Association scale. Based on the obtained results, it seems that a special cell should be used to improve each symptom of patients with chronic SCI, and if the improvement of several harms is involved, the combination of cells may be effective. Impact statement Compared to similar review articles published so far, we reviewed the largest number of published articles, and so the largest number of cases and controls, and the variety of cells we examined was more than other published articles. We concluded that different cells are effective for improving the symptoms and paraclinical indicators of patients with chronic spinal cord injury. Bone marrow hematopoietic stem cell and bone marrow mesenchymal stem cell have had the higher overall mean effect in more scores (each in six scores). If the improvement of several harms is involved, the combination of cells may be effective.
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Affiliation(s)
- Reyhaneh Abolghasemi
- New Hearing Technologies Research Center, Clinical Sciences Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Esmat Davoudi-Monfared
- Health Management Research Center and Department of Community Medicine, Faculty of Medicine, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Fakhri Allahyari
- Neuroscience Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Gholamreza Farzanegan
- Trauma Research Center and Department of Neurosurgery, Faculty of Medicine, Baqiyatallah University of Medical Sciences, Tehran, Iran
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Yang Y, Li J, Liu W, Guo D, Gao Z, Zhao Y, Zhao M, He X, Chang S. Differential Expression of microRNAs and Target Genes Analysis in Olfactory Ensheathing Cell-derived Extracellular Vesicles Versus Olfactory Ensheathing Cells. Curr Stem Cell Res Ther 2024; 19:116-125. [PMID: 37076967 DOI: 10.2174/1574888x18666230418084900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 02/03/2023] [Accepted: 02/23/2023] [Indexed: 04/21/2023]
Abstract
INTRODUCTION Olfactory ensheathing cells (OECs) are important transplantable cells for the treatment of spinal cord injury. However, information on the mechanism of OEC-derived extracellular vesicles (EVs) in nerve repair is scarce. METHODS We cultured OECs and extracted the OEC-derived EVs, which were identified using a transmission electron microscope, nanoparticle flow cytometry, and western blotting. High throughput RNA sequencing of OECs and OEC-EVs was performed, and the differentially expressed microRNAs (miRNAs) (DERs) were analyzed by bioinformatics. The target genes of DERs were identified using miRWalk, miRDB, miRTarBase, and TargetScan databases. Gene ontology and KEGG mapper tools were used to analyze the predicted target genes. Subsequently, the STRING database and Cytoscape software platform were used to analyze and construct miRNA target genes' protein-protein interaction (PPI) network. RESULTS Overall, 206 miRNAs (105 upregulated and 101 downregulated) were differentially expressed in OEC-EVs (p < 0.05;|log2 (fold change)|>2). Six DERs (rno-miR-7a-5p, rno-miR-143-3p, rno-miR-182, rno-miR-214-3p, rno-miR-434-5p, rno-miR-543-3p) were significantly up-regulated , and a total of 974 miRNAs target genes were obtained. The target genes were mainly involved in biological processes such as regulation of cell size, positive regulation of cellular catabolic process and small GTPase-mediated signal transduction; positive regulation of genes involved in cellular components such as growth cone, site of polarized growth, and distal axon; and molecular functions such as small GTPase binding and Ras GTPase binding. In pathway analysis, target genes regulated by six DERs were mainly enriched in axon guidance, endocytosis, and Ras and cGMP-dependent protein kinase G signaling pathways. Finally, 19 hub genes were identified via the PPI network. CONCLUSION Our study provides a theoretical basis for treating nerve repair by OEC-derived EVs.
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Affiliation(s)
- Yubing Yang
- Department of Orthopedics, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, 710004, China
| | - Jiaxi Li
- Department of Orthopedics, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, 710004, China
| | - Weidong Liu
- Department of Orthopedics, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, 710004, China
| | - Dong Guo
- Department of Orthopedics, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, 710004, China
| | - Zhengchao Gao
- Department of Orthopedics, Shaanxi Provincial People's Hospital, 256 Youyi West Road, Xi'an, 710068, Shaanxi, China
| | - Yingjie Zhao
- Department of Orthopedics, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, 710004, China
| | - Minchao Zhao
- Department of Orthopedics, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, 710004, China
| | - Xijing He
- Department of Orthopedics, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, 710004, China
- Department of Orthopedics, Xi'an International Medical Center Hospital, Xi'an, Shaanxi 710100, China
| | - Su'e Chang
- Department of Orthopedics, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, 710004, China
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Montoto-Meijide R, Meijide-Faílde R, Díaz-Prado SM, Montoto-Marqués A. Mesenchymal Stem Cell Therapy in Traumatic Spinal Cord Injury: A Systematic Review. Int J Mol Sci 2023; 24:11719. [PMID: 37511478 PMCID: PMC10380897 DOI: 10.3390/ijms241411719] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 07/14/2023] [Accepted: 07/17/2023] [Indexed: 07/30/2023] Open
Abstract
Recovery from a traumatic spinal cord injury (TSCI) is challenging due to the limited regenerative capacity of the central nervous system to restore cells, myelin, and neural connections. Cell therapy, particularly with mesenchymal stem cells (MSCs), holds significant promise for TSCI treatment. This systematic review aims to analyze the efficacy, safety, and therapeutic potential of MSC-based cell therapies in TSCI. A comprehensive search of PUBMED and COCHRANE databases until February 2023 was conducted, combining terms such as "spinal cord injury," "stem cells," "stem cell therapy," "mesenchymal stem cells," and "traumatic spinal cord injury". Among the 53 studies initially identified, 22 (21 clinical trials and 1 case series) were included. Findings from these studies consistently demonstrate improvements in AIS (ASIA Impairment Scale) grades, sensory scores, and, to a lesser extent, motor scores. Meta-analyses further support these positive outcomes. MSC-based therapies have shown short- and medium-term safety, as indicated by the absence of significant adverse events within the studied timeframe. However, caution is required when drawing generalized recommendations due to the limited scientific evidence available. Further research is needed to elucidate the long-term safety and clinical implications of these advancements. Although significant progress has been made, particularly with MSC-based therapies, additional studies exploring other potential future therapies such as gene therapies, neurostimulation techniques, and tissue engineering approaches are essential for a comprehensive understanding of the evolving TSCI treatment landscape.
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Affiliation(s)
- Rodrigo Montoto-Meijide
- Complejo Hospitalario Universitario de Santiago de Compostela, 15706 Santiago de Compostela, Spain
| | - Rosa Meijide-Faílde
- Grupo de Investigación en Terapia Celular y Medicina Regenerativa, Instituto de Investigación Biomédica de A Coruña (INIBIC), Centro Interdisciplinar de Química y Biología (CICA), Universidade da Coruña, 15071 A Coruña, Spain
- Departamento de Fisioterapia, Medicina y Ciencias Biomédicas, Universidade da Coruña, 15071 A Coruña, Spain
| | - Silvia María Díaz-Prado
- Grupo de Investigación en Terapia Celular y Medicina Regenerativa, Instituto de Investigación Biomédica de A Coruña (INIBIC), Centro Interdisciplinar de Química y Biología (CICA), Universidade da Coruña, 15071 A Coruña, Spain
- Departamento de Fisioterapia, Medicina y Ciencias Biomédicas, Universidade da Coruña, 15071 A Coruña, Spain
| | - Antonio Montoto-Marqués
- Departamento de Fisioterapia, Medicina y Ciencias Biomédicas, Universidade da Coruña, 15071 A Coruña, Spain
- Unidad de Lesionados Medulares, Instituto de Investigación Biomédica de A Coruña (INIBIC), Complejo Hospitalario Universitario de A Coruña, 15006 A Coruña, Spain
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Yang ZL, Liang ZY, Lin YK, Lin FB, Rao J, Xu XJ, Wang CH, Chen CM. Efficacy of extracellular vesicles of different cell origins in traumatic brain injury: A systematic review and network meta-analysis. Front Neurosci 2023; 17:1147194. [PMID: 37065922 PMCID: PMC10090410 DOI: 10.3389/fnins.2023.1147194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 03/14/2023] [Indexed: 03/30/2023] Open
Abstract
BackgroundThere was still no effective treatment for traumatic brain injury (TBI). Recently, many preclinical studies had shown promising efficacy of extracellular vesicles (EVs) from various cell sources. Our aim was to compare which cell-derived EVs were most effective in treating TBI through a network meta-analysis.MethodsWe searched four databases and screened various cell-derived EVs for use in preclinical studies of TBI treatment. A systematic review and network meta-analysis were conducted for two outcome indicators, modified Neurological Severity Score (mNSS) and Morris Water Maze (MWM), and they were ranked by the surface under the cumulative ranking curves (SUCRA). Bias risk assessment was performed with SYRCLE. R software (version 4.1.3, Boston, MA, USA) was used for data analysis.ResultsA total of 20 studies were included in this study, involving 383 animals. Astrocyte-derived extracellular vesicles (AEVs) ranked first in response to mNSS at day 1 (SUCRA: 0.26%), day 3 (SUCRA: 16.32%), and day 7 (SUCRA: 9.64%) post-TBI. Extracellular vesicles derived from mesenchymal stem cells (MSCEVs) were most effective in mNSS assessment on day 14 (SUCRA: 21.94%) and day 28 (SUCRA: 6.26%), as well as MWM’s escape latency (SUCRA: 6.16%) and time spent in the target quadrant (SUCRA: 86.52%). The result of mNSS analysis on day 21 showed that neural stem cell-derived extracellular vesicles (NSCEVs) had the best curative effect (SUCRA: 6.76%).ConclusionAEVs may be the best choice to improve early mNSS recovery after TBI. The efficacy of MSCEVs may be the best in the late mNSS and MWM after TBI.Systematic review registrationhttps://www.crd.york.ac.uk/prospero/, identifier CRD42023377350.
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Multiple strategies enhance the efficacy of MSCs transplantation for spinal cord injury. Biomed Pharmacother 2023; 157:114011. [PMID: 36410123 DOI: 10.1016/j.biopha.2022.114011] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 11/05/2022] [Accepted: 11/11/2022] [Indexed: 11/19/2022] Open
Abstract
Spinal cord injury (SCI) is a serious complication of the central nervous system (CNS) after spine injury, often resulting in severe sensory, motor, and autonomic dysfunction below the level of injury. To date, there is no effective treatment strategy for SCI. Recently, stem cell therapy has brought hope to patients with neurological diseases. Mesenchymal stem cells (MSCs) are considered to be the most promising source of cellular therapy after SCI due to their immunomodulatory, neuroprotective and angiogenic potential. Considering the limited therapeutic effect of MSCs due to the complex pathophysiological environment following SCI, this paper not only reviews the specific mechanism of MSCs to facilitate SCI repair, but also further discusses the research status of these pluripotent stem cells combined with other therapeutic approaches to promote anatomical and functional recovery post-SCI.
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Denaro S, D’Aprile S, Alberghina C, Pavone AM, Torrisi F, Giallongo S, Longhitano L, Mannino G, Lo Furno D, Zappalà A, Giuffrida R, Tibullo D, Li Volti G, Vicario N, Parenti R. Neurotrophic and immunomodulatory effects of olfactory ensheathing cells as a strategy for neuroprotection and regeneration. Front Immunol 2022; 13:1098212. [PMID: 36601122 PMCID: PMC9806219 DOI: 10.3389/fimmu.2022.1098212] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 12/06/2022] [Indexed: 12/23/2022] Open
Abstract
Accumulating evidence sustains glial cells as critical players during central nervous system (CNS) development, homeostasis and disease. Olfactory ensheathing cells (OECs), a type of specialized glia cells sharing properties with both Schwann cells and astrocytes, are of critical importance in physiological condition during olfactory system development, supporting its regenerative potential throughout the adult life. These characteristics prompted research in the field of cell-based therapy to test OEC grafts in damaged CNS. Neuroprotective mechanisms exerted by OEC grafts are not limited to axonal regeneration and cell differentiation. Indeed, OEC immunomodulatory properties and their phagocytic potential encourage OEC-based approaches for tissue regeneration in case of CNS injury. Herein we reviewed recent advances on the immune role of OECs, their ability to modulate CNS microenvironment via bystander effects and the potential of OECs as a cell-based strategy for tissue regeneration.
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Affiliation(s)
- Simona Denaro
- Section of Physiology, Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Simona D’Aprile
- Section of Physiology, Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Cristiana Alberghina
- Section of Physiology, Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Anna Maria Pavone
- Section of Physiology, Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Filippo Torrisi
- Section of Physiology, Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Sebastiano Giallongo
- Section of Biochemistry, Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Lucia Longhitano
- Section of Biochemistry, Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Giuliana Mannino
- Department of Chemical, Biological, Pharmaceutical and Environmental Sciences, University of Messina, Messina, Italy
| | - Debora Lo Furno
- Section of Physiology, Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Agata Zappalà
- Section of Physiology, Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Rosario Giuffrida
- Section of Physiology, Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Daniele Tibullo
- Section of Biochemistry, Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Giovanni Li Volti
- Section of Biochemistry, Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Nunzio Vicario
- Section of Physiology, Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy,*Correspondence: Nunzio Vicario, ; Rosalba Parenti,
| | - Rosalba Parenti
- Section of Physiology, Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy,*Correspondence: Nunzio Vicario, ; Rosalba Parenti,
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