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1.
Bone ; 189: 117264, 2024 Sep 25.
Artículo en Inglés | MEDLINE | ID: mdl-39332788

RESUMEN

PURPOSE: To assess the independent and joint effect of physical activity, sleep duration, and daily sitting time on bone mineral density (BMD), based on National Health and Nutrition Examination Survey (NHANES) 2007-2018. DESIGN: Cross-sectional design. METHODS: The primary outcome was risk of low BMD. All associations between lifestyle factors and the prevalence of low BMD were based on logistic regression, and dose-response relationships were further explored by restricted cubic spline (RCS). Finally, multiplicative and additive interaction was examined by P interaction and relative excess risk due to interaction (RERI). RESULTS: 10,346 individuals (N normal BMD = 6353; N Low BMD = 3993) were analyzed. Multivariate logistic regression indicated low intensity physical activity (odds ratio [OR] 0.84; 95 % confidence interval [95%CI] 0.78-0.90) and high intensity physical activity (0.67, 0.56-0.78) had protective impact on risk of low BMD, whereas short sleep (1.41, 1.20-1.64), long sleep (1.36, 1.03-1.79) and prolonged daily sitting (1.58, 1.32-1.88) had harmful effect. RCS revealed dose-response associations between physical activity (J-shaped), sleep duration (U-shaped), daily sitting time (positive-associated) and risk of low BMD. Multiplicative interaction between sleep duration and physical activity was observed (P interaction = 0.003), while not between daily sitting time and physical activity (P interaction = 0.600). Notably, negative additive interactions indicated that physical activity mitigated the increased risk of low BMD associated with irregular sleep patterns and prolonged sedentary behavior. CONCLUSION: Increasing physical activity was presented as a modulating factor, potentially altering the relationship between independent variables that have deleterious effects on BMD like sleep duration and sedentary behavior. The study underscores the importance of lifestyle modifications in the prevention of early onset low BMD.

2.
Int Immunopharmacol ; 142(Pt B): 113227, 2024 Dec 05.
Artículo en Inglés | MEDLINE | ID: mdl-39321704

RESUMEN

Ferroptosis, characterized by iron-dependent accumulation of lipid peroxides, plays an important role in spinal cord injury (SCI). Berberine (BBR), as a lipid peroxide scavenger, has been widely used in treating other diseases; however, its role in ferroptosis has not been fully elucidated. Therefore, here, to test our hypothesis that BBR can reduce the severity of SCI and promote motor function recovery by inhibiting neuronal ferroptosis, we evaluated the changes in ferroptosis-related indicators after BBR administration by establishing a cellular ferroptosis model and an SCI contusion model. We found that BBR administration significantly reduces lipid peroxidation damage, maintains normal mitochondrial function, reduces excessive accumulation of iron ions, enhances antioxidant capacity, and activates the ferroptosis defense system in vivo and in vitro. Mechanistically, BBR alleviates neuronal ferroptosis by inducing adenosine monophosphate-activated protein kinase (AMPK) phosphorylation and up-regulating nuclear factor erythroid 2-related factor 2 (NRF2) and heme oxygenase-1 (HO-1) protein expression to promote glutathione production. BBR administration also significantly improves motor function recovery in SCI rats. Meanwhile, applying the AMPK inhibitor Compound C blocks the neuroprotective and all other effects of BBR. Collectively, our findings demonstrate that BBR can attenuate neuronal ferroptosis after SCI by activating the AMPK-NRF2-HO-1 pathway.


Asunto(s)
Proteínas Quinasas Activadas por AMP , Berberina , Ferroptosis , Factor 2 Relacionado con NF-E2 , Neuronas , Ratas Sprague-Dawley , Transducción de Señal , Traumatismos de la Médula Espinal , Animales , Berberina/farmacología , Berberina/uso terapéutico , Ferroptosis/efectos de los fármacos , Traumatismos de la Médula Espinal/tratamiento farmacológico , Traumatismos de la Médula Espinal/metabolismo , Traumatismos de la Médula Espinal/patología , Factor 2 Relacionado con NF-E2/metabolismo , Transducción de Señal/efectos de los fármacos , Ratas , Proteínas Quinasas Activadas por AMP/metabolismo , Neuronas/efectos de los fármacos , Neuronas/patología , Neuronas/metabolismo , Fármacos Neuroprotectores/farmacología , Fármacos Neuroprotectores/uso terapéutico , Masculino , Hemo-Oxigenasa 1/metabolismo , Hemo Oxigenasa (Desciclizante)/metabolismo , Médula Espinal/efectos de los fármacos , Médula Espinal/metabolismo , Médula Espinal/patología , Modelos Animales de Enfermedad
3.
Stem Cells ; 42(7): 593-606, 2024 Jul 08.
Artículo en Inglés | MEDLINE | ID: mdl-38655770

RESUMEN

Cycling myeloid cells (CMCs) are often detected from various tissues using single-cell RNA sequencing (scRNA-seq) datasets, however, their research value was not noticed before. For the first time, our study preliminarily revealed the origin, differentiation, and roles of CMCs in physiological processes. Particularly, subgroup a of cycling myeloid cells (aCMCs) were conclusively identified as belonging to a specific cell type. In an active state, aCMCs rapidly proliferate during the early stages of an embryonic development. With an individual maturing, most aCMCs differentiate into specialized cells, while a small portion of them enter an inactive or dormant state. Under pathological conditions, aCMCs restore their proliferative and differentiation capacities via activation or revival. The present study has set the stage for future research on CMCs by linking them with progenitors of immune cells, and provided a crucial starting point to understand the origin, differentiation, and roles of CMCs in various physiological and pathological processes, particularly those related to traumatic injury, cancer, and pathogen infection, leading to develop targeted therapies or interventions.


Asunto(s)
Diferenciación Celular , Células Mieloides , Análisis de la Célula Individual , Células Mieloides/metabolismo , Análisis de la Célula Individual/métodos , Animales , Diferenciación Celular/genética , RNA-Seq/métodos , Humanos , Ratones , Análisis de Secuencia de ARN/métodos , Ciclo Celular/genética , Proliferación Celular/genética , Análisis de Expresión Génica de una Sola Célula
4.
Int Orthop ; 48(6): 1645-1655, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38386087

RESUMEN

PURPOSE: This study explored the incidence of IRCs used in the procedures of the femur in children with osteogenesis imperfecta (OI) and investigated the independent risk factors of IRCs. METHODS: Three hundred eight-eight cases of surgical data about children with OI were included, who were treated with plate, elastic nail, Kirschner wire and telescopic rod. The choice of different procedures depended on the age of children, the status of femur and the availability of devices. Patient demographics and major IRCs were recorded to compare the outcomes of the four procedures. Then, Cox proportional hazard regression was used to analyse the independent risk factors of IRC, and subgroup analysis was applied to further verify the above results. RESULTS: The total incidence of IRC in the four groups was 90.1% (191/212) for plate, 96.8% (30/31) for Kirschner wire, 87.7% (57/65) for elastic nail and 30.0% (24/80) for telescopic rod. The incidence of IRC in the telescopic rod was lower than that in plate, elastic nail and Kirschner wire (P < 0.001). Cox proportional hazard regression analysis confirmed that procedure was the independent risk factor of IRC (HR, 0.191; 95% CI, 0.126-0.288; P < 0.001), fracture (HR, 0.193; 95% CI, 0.109-0.344; P < 0.001) and deformity (HR, 0.086; 95% CI, 0.027-0.272; P < 0.001). In addition, age of surgery was the independent risk factor of fracture (HR, 0.916; 95% CI, 0.882-0.952; P < 0.001) and deformity (HR, 1.052; 95% CI, 1.008-1.098; P = 0.019). Subgroup analysis confirmed that age of surgery, gender, classification, preoperative state and angle did not affect the effect of telescopic rod on reducing the risk of IRCs. CONCLUSIONS: In our cohort, lower incidence of IRCs was observed in telescopic rod group compared with plate, Kirschner wire and elastic nail. Procedure and age of surgery were independent risk factors of fracture. Likewise, procedure and age of surgery were independent risk factors of deformity, and procedure was independent risk factors of IRC.


Asunto(s)
Clavos Ortopédicos , Fracturas del Fémur , Osteogénesis Imperfecta , Humanos , Osteogénesis Imperfecta/complicaciones , Osteogénesis Imperfecta/cirugía , Masculino , Femenino , Niño , Incidencia , Preescolar , Factores de Riesgo , Clavos Ortopédicos/efectos adversos , Fracturas del Fémur/cirugía , Fracturas del Fémur/epidemiología , Fracturas del Fémur/etiología , Fémur/cirugía , Complicaciones Posoperatorias/epidemiología , Complicaciones Posoperatorias/etiología , Estudios Retrospectivos , Placas Óseas/efectos adversos , Lactante , Adolescente , Hilos Ortopédicos , Modelos de Riesgos Proporcionales
5.
Neural Regen Res ; 19(5): 1126-1133, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-37862218

RESUMEN

Traumatic spinal cord injury is potentially catastrophic and can lead to permanent disability or even death. China has the largest population of patients with traumatic spinal cord injury. Previous studies of traumatic spinal cord injury in China have mostly been regional in scope; national-level studies have been rare. To the best of our knowledge, no national-level study of treatment status and economic burden has been performed. This retrospective study aimed to examine the epidemiological and clinical features, treatment status, and economic burden of traumatic spinal cord injury in China at the national level. We included 13,465 traumatic spinal cord injury patients who were injured between January 2013 and December 2018 and treated in 30 hospitals in 11 provinces/municipalities representing all geographical divisions of China. Patient epidemiological and clinical features, treatment status, and total and daily costs were recorded. Trends in the percentage of traumatic spinal cord injuries among all hospitalized patients and among patients hospitalized in the orthopedic department and cost of care were assessed by annual percentage change using the Joinpoint Regression Program. The percentage of traumatic spinal cord injuries among all hospitalized patients and among patients hospitalized in the orthopedic department did not significantly change overall (annual percentage change, -0.5% and 2.1%, respectively). A total of 10,053 (74.7%) patients underwent surgery. Only 2.8% of patients who underwent surgery did so within 24 hours of injury. A total of 2005 (14.9%) patients were treated with high-dose (≥ 500 mg) methylprednisolone sodium succinate/methylprednisolone (MPSS/MP); 615 (4.6%) received it within 8 hours. The total cost for acute traumatic spinal cord injury decreased over the study period (-4.7%), while daily cost did not significantly change (1.0% increase). Our findings indicate that public health initiatives should aim at improving hospitals' ability to complete early surgery within 24 hours, which is associated with improved sensorimotor recovery, increasing the awareness rate of clinical guidelines related to high-dose MPSS/MP to reduce the use of the treatment with insufficient evidence.

6.
Acta Biochim Biophys Sin (Shanghai) ; 55(11): 1718-1729, 2023 11 25.
Artículo en Inglés | MEDLINE | ID: mdl-37814815

RESUMEN

As a commonly used physical intervention, electrical stimulation (ES) has been demonstrated to be effective in the treatment of central nervous system disorders. Currently, researchers are studying the effects of electrical stimulation on individual neurons and neural networks, which are dependent on factors such as stimulation intensity, duration, location, and neuronal properties. However, the exact mechanism of action of electrical stimulation remains unclear. In some cases, repeated or prolonged electrical stimulation can lead to changes in the morphology or function of the neuron. In this study, immunofluorescence staining and Sholl analysis are used to assess changes in the neurite number and axon length to determine the optimal pattern and stimulation parameters of ES for neurons. Neuronal death and plasticity are detected by TUNEL staining and microelectrode array assays, respectively. mRNA sequencing and bioinformatics analysis are applied to predict the key targets of the action of ES on neurons, and the identified targets are validated by western blot analysis and qRT-PCR. The effects of alternating current stimulation (ACS) on neurons are more significant than those of direct current stimulation (DCS), and the optimal parameters are 3 µA and 20 min. ACS stimulation significantly increases the number of neurites, the length of axons and the spontaneous electrical activity of neurons, significantly elevates the expression of growth-associated protein-43 (GAP-43) without significant changes in the expression of neurotrophic factors. Furthermore, application of PI3K/AKT-specific inhibitors significantly abolishes the beneficial effects of ACS on neurons, confirming that the PI3K/AKT pathway is an important potential signaling pathway in the action of ACS.


Asunto(s)
Fosfatidilinositol 3-Quinasas , Proteínas Proto-Oncogénicas c-akt , Proteínas Proto-Oncogénicas c-akt/metabolismo , Fosfatidilinositol 3-Quinasas/metabolismo , Neuronas/metabolismo , Transducción de Señal , Proyección Neuronal/fisiología , Células Cultivadas
7.
J Orthop Surg Res ; 18(1): 532, 2023 Jul 26.
Artículo en Inglés | MEDLINE | ID: mdl-37496046

RESUMEN

OBJECTIVE: To investigate the patient-related factors that affect the revision rate for the tibia in patients with osteogenesis imperfecta treated with the Peter-Williams nail, and to explore the relationship between the risk factors and complications postsurgery. METHODS: We retrospectively analysed the data of 211 patients (93 females (44.08%) and 118 males (55.92%)) with osteogenesis imperfecta treated with Peter-Williams. The factors affecting surgical revision were analysed by performing binary logistic regression. Then, a total of 211 patients with type III, type I or type IV OI were divided into five groups according to the results of regression. Statistical comparison of these groups was performed to further investigate the relationship between patient-related factors and revision procedures. Statistical comparison was also performed to analyse the relationship between the classification and postoperative complications. RESULTS: Among the 211 patients who underwent surgery, 40 had type I OI, 109 had type IV OI, and 62 had type III OI. Binary logistic regression revealed that the classification (OR = 3.32, 95% CI 1.06-10.39, P = 0.039) and initial operation age (OR = 0.83, 95% CI 0.76-0.92, P < 0.001) were significantly correlated with revision procedures. In type III patients, the initial operation age was significantly correlated with revision procedures (P < 0.001), and the revision rate was lower in patients aged 9 to12 years (P = 0.001). In type I and IV patients, the initial operation age was not significantly correlated with revision procedures (P = 0.281). Classification had a significant effect on postoperative deformity (P = 0.003). CONCLUSIONS: The study reported that the age of initial surgery and classification were the influencing factors affecting the revision procedures of tibia in patients with osteogenesis imperfecta treated with the Peter-Williams nail. In patients with type III disease, the revision rate was lower individuals aged 9-12 years old, and a higher incidence of postoperative deformity was observed.


Asunto(s)
Osteogénesis Imperfecta , Tibia , Masculino , Femenino , Humanos , Niño , Tibia/cirugía , Osteogénesis Imperfecta/cirugía , Osteogénesis Imperfecta/complicaciones , Osteogénesis Imperfecta/epidemiología , Estudios Retrospectivos , Reoperación , Factores de Riesgo
8.
Eur Spine J ; 32(6): 2029-2041, 2023 06.
Artículo en Inglés | MEDLINE | ID: mdl-37067600

RESUMEN

OBJECTIVE: This study aims to evaluate the efficacy and safety of spinal cord stimulation (SCS) compared to conventional medical management (CMM) for patients diagnosed with chronic pain. Furthermore, the study seeks to compare the utilization of analgesics, as well as the long-term outcomes in terms of quality of life and functional capacity. DATA SOURCES: We systematically searched Cochrane Library, Web of Science, PubMed, and EMBASE for randomized controlled trials from inception up to February 2022. REVIEW METHODS: Inclusion and exclusion criteria were set according to the PICOS criteria. We searched for studies in which SCS was compared with CMM alone for chronic pain. Two reviewers independently identified eligible studies and extracted data. Risk of bias assessments were performed according to Cochrane review criteria and Interventional Pain Management Techniques-quality Appraisal of Reliability and Risk of Bias Assessment (IPM-QRB) criteria. RESULTS: The present meta-analysis comprised eight studies and included a total of 893 patients. Our findings demonstrate that spinal cord stimulation (SCS) in combination with conventional medical management (CMM) is associated with a significant reduction in visual analogue scale (VAS) pain intensity (P = 0.0005) and decreased scores on the McGill Pain Questionnaire (MPQ) (P < 0.0001). Moreover, SCS plus CMM was found to improve patients' quality of life, as evidenced by improvements in SF-36 scores (P < 0.00001), EQ-5D utility index (P = 0.008), and Oswestry Disability Index (ODI) (P < 0.00001). Based on the results of four high-quality randomized controlled trials (RCTs), the level of evidence supporting the efficacy of SCS for the treatment of painful neuropathy is graded as level I to II. In contrast, there is currently only low-level evidence to support the use of high-frequency stimulation and other chronic pain conditions, which can be attributed to a lack of sufficient randomized controlled trials. LIMITATIONS: The principal limitation of our study is the significant heterogeneity observed among the cohorts investigated. The primary source of this heterogeneity is the fact that spinal cord stimulation is indicated for the treatment of multiple chronic pain conditions. Moreover, variations in the stimulation parameters, differences among manufacturers, and the specific surgical implantation settings contribute to the increased heterogeneity observed in our analyses. To address this issue, we conducted a subgroup analysis based on specific situations and performed evidence synthesis to mitigate the potential impact of heterogeneity. These approaches allow for a more precise interpretation of the results and a more accurate evaluation of the quality of the included studies. CONCLUSIONS: SCS is an effective treatment to relieve the pain level of chronic pain, decrease analgesic usage, and increase long-term quality of life and functional capacity.


Asunto(s)
Dolor Crónico , Enfermedades del Sistema Nervioso Periférico , Estimulación de la Médula Espinal , Humanos , Dolor Crónico/terapia , Estimulación de la Médula Espinal/métodos , Resultado del Tratamiento , Manejo del Dolor/métodos , Analgésicos , Enfermedad Crónica , Médula Espinal
9.
BMC Musculoskelet Disord ; 24(1): 110, 2023 Feb 09.
Artículo en Inglés | MEDLINE | ID: mdl-36759791

RESUMEN

BACKGROUND: Osteogenesis imperfecta (OI) is a hereditary genetic disorder characterized by bone fragility and extremity deformities. The surgical management for long-bone fractures and deformities in OI remains a challenge. We aimed to compare clinical outcomes after femoral surgery splinted with the telescopic rod, the plate and screws, the elastic nail and the non-elongating rod in setting of OI. METHODS:  A retrospective cohort study included 783 femoral procedures (mean age 6.00 (interquartile range (IQR) 5.00) years, 335 (42.8%) females) was conducted, and individuals were categorized into four groups according to implants. After verifying comparability among the groups, revision rate and implant survival period were compared among the Sillence types and the same comparison were made among four groups within each Sillence type. The incidence of refractures, deformities, and implant-related complications were also compared among the four groups. RESULTS: There were no significant differences in demographic information among the four groups in terms of sex (p = 0.101), laterality (p = 0.587), Sillence type (p = 0.122), and postoperative follow-up period (p = 0.214). In total, children with Sillence type III had the highest revision rate and the shortest implant survival period; children with Sillence type I had the lowest revision rate and the longest implant survival period; and children with Sillence type IV had the revision rate and the implant survival period between those observed in Sillence types I and III. In Sillence types III and IV, the telescopic rod had lower revision rate (III 24.8%; IV 20.9%) compared to the plate (III 97.2%, p<0.001; IV 80.3%, p<0.001), the elastic nail (III 100.0%, p=0.019; IV 73.9%, p<0.001) and the non-elongating rod (III 65.0%, p<0.001; IV46.9%, p<0.001); the median implant survival period of the telescopic rod (III 48.00 (IQR 28.50) months; IV 43.00 (33.00) months) is longer than the plate (III 11.00 (9.00) months, p<0.001; IV 19.00 (20.00) months, p<0.001), the elastic nail (III 45.00 (37.75) months, p=1.000; IV 19.00 (35.00) months, p=0.028) and the non-elongating rod (III 39.00 (31.75) months, p=0.473; IV 38.50 (29.75) months, p=1.000).A similar trend was observed in Sillence type I (p = 0.063, p = 0.003; respectively). In addition, the incidence of refracture (15.5%), deformity (2.8%) and implant-related complications (23.1%) were also statistically lower in the telescopic rod group. CONCLUSION: In our cohort, lower revision rate and longer implant survival period were observed in telescopic rod group. This was mainly due to the significant lower incidence of refracture, deformity and implant-related complications with the use of telescopic rod.


Asunto(s)
Osteogénesis Imperfecta , Femenino , Niño , Humanos , Preescolar , Masculino , Osteogénesis Imperfecta/cirugía , Osteogénesis Imperfecta/complicaciones , Estudios Retrospectivos , Fémur/cirugía , Prótesis e Implantes , Placas Óseas , Complicaciones Posoperatorias
10.
Biomed Pharmacother ; 144: 112311, 2021 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-34653754

RESUMEN

Although accumulating evidence indicated that modulating macrophage polarization could ameliorate the immune microenvironment and facilitate the repair of spinal cord injury (SCI), the underlying mechanism of macrophage phenotypic switch is still poorly understood. Exosomes (Exos), a potential tool of cell-to-cell communication, may play important roles in cell reprogramming. Herein, we investigated the roles of macrophages-derived exosomes played for macrophage polarization in the SCI immune microenvironment. In this study, we found the fraction of M2 macrophages was markedly decreased after SCI. Moreover, the M2 macrophages-derived exosomes could increase the percentage of M2 macrophages, decrease that of M1 macrophages while the M1 macrophages-derived exosomes acted oppositely. According to the results of in silico analyses and molecular experiments verification, this phenotypic switch might be mediated by the exosomal miRNA-mRNA network, in which the miR-23a-3p/PTEN/PI3K/AKT axis might play an important role. In conclusion, our study suggests macrophage polarization that regulated by various interventions might be mediated by their own exosomes at last. Moreover, M2 macrophages-derived exosomes could promote M2 macrophage polarization via the potential miRNA-mRNA network. Considering its potential of modulating polarization, M2 macrophages-derived exosomes may be a promising therapeutic agent for SCI repair.


Asunto(s)
Plasticidad de la Célula , Microambiente Celular , Exosomas/metabolismo , Macrófagos/metabolismo , Traumatismos de la Médula Espinal/metabolismo , Médula Espinal/metabolismo , Animales , Microambiente Celular/inmunología , Modelos Animales de Enfermedad , Exosomas/inmunología , Exosomas/trasplante , Macrófagos/inmunología , Macrófagos/trasplante , Masculino , Ratones , Ratones Endogámicos C57BL , MicroARNs/genética , MicroARNs/metabolismo , Fosfohidrolasa PTEN/genética , Fosfohidrolasa PTEN/metabolismo , Fenotipo , Fosfatidilinositol 3-Quinasa/metabolismo , Proteínas Proto-Oncogénicas c-akt/metabolismo , Células RAW 264.7 , Ratas Wistar , Transducción de Señal , Médula Espinal/inmunología , Traumatismos de la Médula Espinal/genética , Traumatismos de la Médula Espinal/inmunología , Traumatismos de la Médula Espinal/cirugía
11.
Cell Death Discov ; 7(1): 319, 2021 Oct 28.
Artículo en Inglés | MEDLINE | ID: mdl-34711831

RESUMEN

Spinal cord injury (SCI) can lead to severe loss of motor and sensory function with high disability and mortality. The effective treatment of SCI remains unknown. Here we find systemic injection of TGF-ß neutralizing antibody induces the protection of axon growth, survival of neurons, and functional recovery, whereas erythropoietin-producing hepatoma interactor B2 (EphrinB2) expression and fibroblasts distribution are attenuated. Knockout of TGF-ß type II receptor in fibroblasts can also decrease EphrinB2 expression and improve spinal cord injury recovery. Moreover, miR-488 was confirmed to be the most upregulated gene related to EphrinB2 releasing in fibroblasts after SCI and miR-488 initiates EphrinB2 expression and physical barrier building through MAPK signaling after SCI. Our study points toward elevated levels of active TGF-ß as inducer and promoters of fibroblasts distribution, fibrotic scar formation, and EphrinB2 expression, and deletion of global TGF-ß or the receptor of TGF-ß in Col1α2 lineage fibroblasts significantly improve functional recovery after SCI, which suggest that TGF-ß might be a therapeutic target in SCI.

12.
Int J Med Inform ; 155: 104572, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34547625

RESUMEN

PURPOSE: Femoral neck fracture is a frequent cause of hospitalization, and length of stay is an important marker of hospital cost and quality of care provided. As an extension of traditional statistical methods, machine learning provides the possibility of accurately predicting the length of hospital stay. The aim of this paper is to retrospectively identify predictive factors of the length of hospital stay (LOS) and predict the postoperative LOS by using machine learning algorithms. METHOD: Based on the admission and perioperative data of the patients, linear regression was used to analyze the predictive factors of the LOS. Multiple machine learning models were developed, and the performance of different models was compared. RESULT: Stepwise linear regression showed that preoperative calcium level (P = 0.017) and preoperative lymphocyte percentage (P = 0.007), in addition to intraoperative bleeding (p = 0.041), glucose and sodium chloride infusion after surgery (P = 0.019), Charlson Comorbidity Index (p = 0.007) and BMI (P = 0.031), were significant predictors of LOS. The best performing model was the principal component regression (PCR) with an optimal MAE (1.525) and a proportion of prediction error within 3 days of 90.91%. CONCLUSION: Excessive intravenous glucose and sodium chloride infusion after surgery, preoperative hypocalcemia, preoperative high percentages of lymphocytes, excessive intraoperative bleeding, lower BMI and higher CCI scores were related to prolonged LOS by using linear regression. Machine learning could accurately predict the postoperative LOS. This information allows hospital administrators to plan reasonable resource allocation to fulfill demand, leading to direct care quality improvement and more reasonable use of scarce resources.


Asunto(s)
Fracturas del Cuello Femoral , Algoritmos , Fracturas del Cuello Femoral/cirugía , Humanos , Tiempo de Internación , Aprendizaje Automático , Estudios Retrospectivos
13.
Biofabrication ; 13(4)2021 08 31.
Artículo en Inglés | MEDLINE | ID: mdl-34139682

RESUMEN

Spinal cord injury is a permanent destructive disease that causes devastating neurologic deficits and disability. Long-term complications are associated with low prognosis, mortality, and decreased quality of life. The functional recovery depends on the regeneration of neurons and the growth of medullated axons. Single treatment strategies, including cell transplantation, cannot adapt to a changeable microenvironment. Patients with spinal cord injuries need more effective, long-term, and stable treatment options. Therefore, we investigated the benefit of a combined-tissue engineering strategy by loading homologous bone mesenchymal stem cells (BMSCs) and Schwann cells in three-dimensional (3D) scaffolds. We placed BMSCs and Rat Schwann cells (RSCs) in specific spatial arrangements using cell gravity and the diffusion effect to promote the formation of intercellular connections and cell-directed differentiation. This novel bioengineering system allowed us to control multiple factors, including cell types, cell relative position, and axon growth direction in the scaffold. Our system facilitated motor function recovery by enhancing tissue mimicry and allowing the reconstruction of medullated axons. This new 3D-integrated printing platform is multi-function and can simulate biomimetic tissue using different types of materials and multi-cells scaffolds. We believe that this study can help promote the clinical development and application of 3D printing in the field of regenerative medicine.


Asunto(s)
Biomimética , Traumatismos de la Médula Espinal , Animales , Axones , Bioimpresión , Diferenciación Celular , Humanos , Actividad Motora , Regeneración Nerviosa , Impresión Tridimensional , Calidad de Vida , Ratas , Traumatismos de la Médula Espinal/terapia , Andamios del Tejido
14.
Ann Transl Med ; 9(10): 881, 2021 May.
Artículo en Inglés | MEDLINE | ID: mdl-34164515

RESUMEN

BACKGROUND: Spinal cord injury (SCI) is a traumatic disease that is associated with high morbidity, disability, and mortality worldwide. The animal spinal cord contusion model is similar to clinical SCI; therefore, this model is often used to study the pathophysiological changes and treatment strategies for humans after SCI. The present study aimed to introduce a novel, minimally invasive technique to establish an SCI model, and to evaluate its advantages compared with conventional methods. METHODS: Incision length, blood loss, length of time, and model success rate during the operation were recorded. Postoperative hematuria, incision hematoma, scoliosis [detected by micro computed tomography (Micro-CT)] and mortality were analyzed to evaluate surgical complications. The visual observation of the tissue was used to compare the effect of laminectomy by 2 methods on the scar hyperplasia at the injured site. Basso-Beattie-Bresnahan (BBB) score and catwalk automated quantitative gait analysis were conducted to measure behavioral function recovery. To evaluate the nerve function recovery of rats postoperatively, somatosensory evoked potential (SEP) and motor evoked potential (MEP) were studied by electrophysiological analyses. RESULTS: The results of operation-related parameters of the two models (conventional surgery group vs. minimally invasive surgery group) were as follows: surgical incision length: 23.58±1.58 versus 12.67±1.50 mm (P<0.05), blood loss: 3.96±1.05 versus 1.34±0.87 mL (P<0.05), and total operative time: 12.67±1.78 versus 10.33±1.92 min (P<0.05). In addition, the success rate of the 2 models was 100%. Surgical complications (conventional surgery group vs. minimally invasive surgery group) were as follows: hematuria: 25% versus 8.3%, kyphosis: 25% versus 0%, incision hematoma: 30% versus 9%, and mortality: 25% versus 8.3%. Micro-CT indicated severe scoliosis in the conventional surgery group. Gross tissue results showed that the conventional surgery group had more severe fibrous scar hyperplasia. The results of the BBB scores, catwalk automated quantitative gait analysis, and electrophysiology showed that the difference between the two groups was statistically significant in terms of behavioral recovery and neuroelectrophysiology. CONCLUSIONS: The minimally invasive technique has the advantages of small incision and reduced tissue damage and surgical complications, and may be used as an alternative spinal cord contusion method.

15.
Mol Med Rep ; 23(4)2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33537810

RESUMEN

Lower back pain (LBP) is one of the most common reasons for seeking medical advice in orthopedic clinics. Increasingly, research has shown that symptomatic intervertebral disc degeneration (IDD) is mostly related to LBP. This review first outlines the research and findings of studies into IDD, from the physiological structure of the intervertebral disc (IVD) to various pathological cascades. The vicious cycles of IDD are re­described in relation to the analysis of the relationship among the pathological mechanisms involved in IDD. Interestingly, a 'chief molecule' was found, hypoxia­inducible factor­1α (HIF­1α), that may regulate all other mechanisms involved in IDD. When the vicious cycle is established, the low oxygen tension activates the expression of HIF­1α, which subsequently enters into the hypoxia­induced HIF pathways. The HIF pathways are dichotomized as friend and foe pathways according to the oxygen tension of the IVD microenvironment. Combined with clinical outcomes and previous research, the trend of IDD development has been predicted in this paper. Lastly, an early precautionary diagnosis and treatment method is proposed whereby nucleus pulposus tissue for biopsy can be obtained through IVD puncture guided by B­ultrasound when the patient is showing symptoms but MRI imaging shows negative results. The assessment criteria for biopsy and the feasibility, superiority and challenges of this approach have been discussed. Overall, it is clear that HIF­1α is an indispensable reference indicator for the accurate diagnosis and treatment of IDD.


Asunto(s)
Subunidad alfa del Factor 1 Inducible por Hipoxia/metabolismo , Degeneración del Disco Intervertebral/metabolismo , Dolor de la Región Lumbar/metabolismo , Animales , Humanos , Degeneración del Disco Intervertebral/diagnóstico por imagen , Degeneración del Disco Intervertebral/patología , Dolor de la Región Lumbar/diagnóstico por imagen , Dolor de la Región Lumbar/patología
16.
Biosci Rep ; 40(9)2020 09 30.
Artículo en Inglés | MEDLINE | ID: mdl-32880393

RESUMEN

Recent studies have demonstrated that microRNAs (miRNAs) are involved in many pathological conditions including osteoarthritis (OA). In the present study, we aimed to investigate the role of miR-197 in OA and the potential molecular mechanism. The expression levels of miR-197 were detected by quantitative real-time PCR analysis. Cell proliferation and migration abilities were performed by 3-(4,5-dimethylthiazol-2-yl)-2,5-di-phenyltetrazolium bromide and transwell assays. The concentrations of inflammatory cytokines, including IL-1ß, IL-6, and TNF-α, were detect using ELISA assay. Furthermore, luciferase reporter and rescue assays were applied to identify the functional target gene of miR-197 in OA. The results showed that miR-197 expression was significantly down-regulated in the OA cartilage tissues compared with normal cartilage tissues, accompanied by up-regulation of EIF4G2 expression. An inverse correlation was found between EIF4G2 and miR-197 expressions in OA cartilage tissues. Treatment with miR-197 mimics promoted the growth and migration abilities of chondrocytes, while miR-197 inhibitors induced the opposite effects. Furthermore, restoration of miR-197 significantly decreased IL-1ß, IL-6, and TNF-α expression, whereas knockdown of miR-197 led to a induction in these inflammatory mediators. Moreover, EIF4G2 was predicted and confirmed as a directly target of miR-197. Overexpressed miR-197 could down-regulate EIF4G2 expression in chondrocytes, while miR-197 knockdown could elevate EIF4G2 expression. Additionally, EIF4G2 overexpression reversed the effects of miR-197 mimics on chondrocytes proliferation, migration, and inflammation. Taken together, our study demonstrated that miR-197 promotes chondrocyte proliferation, increases migration, and inhibits inflammation in the pathogenesis of OA by targeting EIF4G2, indicating the potential therapeutic targets of the miR-197/EIF4G2 axis for OA treatment.


Asunto(s)
Factor 4G Eucariótico de Iniciación/genética , MicroARNs/metabolismo , Osteoartritis de la Rodilla/genética , Adulto , Anciano , Artroplastia de Reemplazo de Rodilla , Cartílago/citología , Cartílago/inmunología , Cartílago/patología , Cartílago/cirugía , Movimiento Celular/efectos de los fármacos , Movimiento Celular/genética , Proliferación Celular/efectos de los fármacos , Proliferación Celular/genética , Células Cultivadas , Condrocitos/efectos de los fármacos , Condrocitos/inmunología , Condrocitos/patología , Regulación hacia Abajo , Factor 4G Eucariótico de Iniciación/metabolismo , Femenino , Técnicas de Silenciamiento del Gen , Humanos , Interleucina-1beta/genética , Interleucina-6/genética , Masculino , MicroARNs/agonistas , MicroARNs/antagonistas & inhibidores , MicroARNs/genética , Persona de Mediana Edad , Osteoartritis de la Rodilla/inmunología , Osteoartritis de la Rodilla/patología , Osteoartritis de la Rodilla/cirugía , Cultivo Primario de Células , Factor de Necrosis Tumoral alfa/genética , Regulación hacia Arriba/inmunología
17.
Ann Rheum Dis ; 79(5): 635-645, 2020 05.
Artículo en Inglés | MEDLINE | ID: mdl-32156705

RESUMEN

OBJECTIVES: In this study, we aim to determine the effect of metformin on osteoarthritis (OA) development and progression. METHODS: Destabilisation of the medial meniscus (DMM) surgery was performed in 10-week-old wild type and AMP-activated protein kinase (AMPK)α1 knockout (KO) mice. Metformin (4 mg/day in drinking water) was given, commencing either 2 weeks before or 2 weeks after DMM surgery. Mice were sacrificed 6 and 12 weeks after DMM surgery. OA phenotype was analysed by micro-computerised tomography (µCT), histology and pain-related behaviour tests. AMPKα1 (catalytic alpha subunit of AMPK) expression was examined by immunohistochemistry and immunofluorescence analyses. The OA phenotype was also determined by µCT and MRI in non-human primates. RESULTS: Metformin upregulated phosphorylated and total AMPK expression in articular cartilage tissue. Mild and more severe cartilage degeneration was observed at 6 and 12 weeks after DMM surgery, evidenced by markedly increased Osteoarthritis Research Society International scores, as well as reduced cartilage areas. The administration of metformin, commencing either before or after DMM surgery, caused significant reduction in cartilage degradation. Prominent synovial hyperplasia and osteophyte formation were observed at both 6 and 12 weeks after DMM surgery; these were significantly inhibited by treatment with metformin either before or after DMM surgery. The protective effects of metformin on OA development were not observed in AMPKα1 KO mice, suggesting that the chondroprotective effect of metformin is mediated by AMPK signalling. In addition, we demonstrated that treatment with metformin could also protect from OA progression in a partial medial meniscectomy animal model in non-human primates. CONCLUSIONS: The present study suggests that metformin, administered shortly after joint injury, can limit OA development and progression in injury-induced OA animal models.


Asunto(s)
Proteínas Quinasas Activadas por AMP/genética , Cartílago Articular/efectos de los fármacos , Metformina/farmacología , Osteoartritis/tratamiento farmacológico , Regulación hacia Arriba/genética , Animales , Cartílago Articular/patología , Células Cultivadas , Condrocitos/efectos de los fármacos , Condrocitos/patología , Modelos Animales de Enfermedad , Progresión de la Enfermedad , Regulación de la Expresión Génica , Humanos , Hipoglucemiantes/farmacología , Meniscos Tibiales/patología , Meniscos Tibiales/cirugía , Ratones , Ratones Noqueados , Ratones Obesos , Osteoartritis/patología , Distribución Aleatoria , Sensibilidad y Especificidad , Transducción de Señal/genética
18.
Neural Regen Res ; 15(8): 1539-1545, 2020 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-31997820

RESUMEN

The iron chelator deferoxamine has been shown to inhibit ferroptosis in spinal cord injury. However, it is unclear whether deferoxamine directly protects neurons from ferroptotic cell death. By comparing the survival rate and morphology of primary neurons and SH-SY5Y cells exposed to erastin, it was found that these cell types respond differentially to the duration and concentration of erastin treatment. Therefore, we studied the mechanisms of ferroptosis using primary cortical neurons from E16 mouse embryos. After treatment with 50 µM erastin for 48 hours, reactive oxygen species levels increased, and the expression of the cystine/glutamate antiporter system light chain and glutathione peroxidase 4 decreased. Pretreatment with deferoxamine for 12 hours inhibited these changes, reduced cell death, and ameliorated cellular morphology. Pretreatment with the apoptosis inhibitor Z-DEVD-FMK or the necroptosis inhibitor necrostain-1 for 12 hours did not protect against erastin-induced ferroptosis. Only deferoxamine protected the primary cortical neurons from ferroptosis induced by erastin, confirming the specificity of the in vitro ferroptosis model. This study was approved by the Animal Ethics Committee at the Institute of Radiation Medicine of the Chinese Academy of Medical Sciences, China (approval No. DWLL-20180913) on September 13, 2018.

19.
J Cell Physiol ; 235(5): 4605-4617, 2020 05.
Artículo en Inglés | MEDLINE | ID: mdl-31663116

RESUMEN

Spinal cord injury (SCI) is a devastating disease. Strategies that enhance the intrinsic regenerative ability are very important for the recovery of SCI to radically prevent the occurrence of sensory disorders. Epidermal growth factor (EGF) showed a limited effect on the growth of primary sensory neuron neurites due to the degradation of phosphorylated-epidermal growth factor receptor (p-EGFR) in a manner dependent on Casitas B-lineage lymphoma (CBL) (an E3 ubiquitin-protein ligase). MiR-22-3p predicted from four databases could target CBL to inhibit the expression of CBL, increase p-EGFR levels and neurites length via STAT3/GAP43 pathway rather than Erk1/2 axis. EGF, EGFR, and miR-22-3p were downregulated sharply after injury. In vivo miR-22-3p Agomir application could regulate CBL/p-EGFR/p-STAT3/GAP43/p-GAP43 axis, and restore spinal cord sensory conductive function. This study clarified the mechanism of the limited promotion effect of EGF on adult primary sensory neuron neurite and targeting miR-22-3p could be a novel strategy to treat sensory dysfunction after SCI.


Asunto(s)
Proteínas Adaptadoras Transductoras de Señales/metabolismo , Receptores ErbB/metabolismo , Proteína GAP-43/metabolismo , MicroARNs/metabolismo , Regeneración Nerviosa , Proteínas Proto-Oncogénicas c-cbl/metabolismo , Factor de Transcripción STAT3/metabolismo , Células Receptoras Sensoriales/enzimología , Traumatismos de la Médula Espinal/enzimología , Proteínas Adaptadoras Transductoras de Señales/genética , Animales , Células Cultivadas , Modelos Animales de Enfermedad , Factor de Crecimiento Epidérmico/farmacología , Receptores ErbB/agonistas , Potenciales Evocados Somatosensoriales , Femenino , MicroARNs/genética , Regeneración Nerviosa/efectos de los fármacos , Proyección Neuronal , Oligonucleótidos/farmacología , Fosforilación , Cultivo Primario de Células , Proteínas Proto-Oncogénicas c-cbl/genética , Ratas Wistar , Recuperación de la Función , Células Receptoras Sensoriales/efectos de los fármacos , Células Receptoras Sensoriales/patología , Transducción de Señal , Traumatismos de la Médula Espinal/tratamiento farmacológico , Traumatismos de la Médula Espinal/patología , Traumatismos de la Médula Espinal/fisiopatología
20.
Comput Math Methods Med ; 2019: 8386024, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31662789

RESUMEN

To investigate how a back propagation neural network based on genetic algorithm (GA-BPNN) optimizes the low-intensity pulsed ultrasound (LIPUS) stimulation parameters to improve the bone marrow mesenchymal stem cells (BMSCs) viability further. The LIPUS parameters were set at various frequencies (0.6, 0.8, 1.0, and 1.2 MHz), voltages (5, 6, 7, and 8 V), and stimulation durations (3, 6, and 9 minutes). As only some discrete points can be set up in the experiments, the optimal LIPUS stimulation parameter may not be in the value of these settings. The GA-BPNN algorithm is used to optimize parameters of LIPUS to increase the BMSCs viability further. The BMSCs viability of the LIPUS-treated group was improved up to 19.57% (P < 0.01). With the optimization via the GA-BPNN algorithm, the viability of BMSCs was further improved by about 5.36% (P < 0.01) under the optimized condition of 6.92 V, 1.02 MHz, and 7.3 min. LIPUS is able to improve the BMSCs viability, which can be improved further by LIPUS with parameter optimization via GA-BPNN algorithm.


Asunto(s)
Trasplante de Médula Ósea , Células Madre Mesenquimatosas/citología , Células Madre Mesenquimatosas/efectos de la radiación , Ondas Ultrasónicas , Algoritmos , Animales , Diferenciación Celular , Proliferación Celular , Supervivencia Celular , Células Cultivadas , Simulación por Computador , Femenino , Modelos Teóricos , Redes Neurales de la Computación , Proyectos Piloto , Ratas , Ratas Wistar , Medicina Regenerativa , Ingeniería de Tejidos/métodos
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