BACKGROUND:In recent years,artificial intelligence has gradually emerged and has been applied in various fields such as spinal cord nerve injury and repair,which has a positive impact on clinical treatment. OBJECTIVE:To study the application progress of artificial intelligence in the diagnosis,treatment,and rehabilitation of spinal cord nerve injury and repair,clarify the research hotspots and shortcomings in this field,and provide suggestions for future research work. METHODS:Relevant literature on artificial intelligence in the field of spinal cord nerve injury and repair was retrieved on the Web of Science core collection database until 2023.CiteSpace 6.1.R6 and VOSviewer 1.6.19 software was used to perform general literature analysis,co-citation of literature,co-citation of journals,double image overlay of journals,keyword clustering,and other visual analysis on the literature data. RESULTS AND CONCLUSION:(1)A total of 1 713 articles were selected,and the annual publication volume in this field showed a fluctuating upward trend,with the United States taking the lead,and Kadone and Hideki being the authors with the highest publication volume.ARCH PHYS MED REHAB was the journal with the highest number of citations.(2)Keyword co-occurrence and cluster analysis showed that after removing keywords similar to the search terms,the main keywords were divided into three main clusters:Exoskeleton and exercise rehabilitation(the largest core hotspot);machine learning and neural plasticity;robotics and rehabilitation training.(3)Keyword burst analysis showed that deep learning and artificial intelligence had become burst terms in the past five years.(4)The results of in-depth analysis of co cited and highly cited literature showed that the hotspots of artificial intelligence in the field of spinal cord nerve injury and repair were mainly focused on powered exoskeletons,gaits,electrical nerve stimulation,intracortical brain-computer interface(IBCI),robots,and polymer biomaterials,and neural stem cell.(5)The research on artificial intelligence in the field of spinal cord nerve injury and repair has shown an upward trend in recent years.The focus of this field had gradually shifted from single treatment methods such as exoskeletons and electrical stimulation to intelligent,precise,and personalized directions.(6)There were some limitations in this field,such as the consequences of missing or imbalanced data,low data accuracy and reproducibility,and ethical issues(such as privacy,research transparency,and clinical reliability).Future research should address the issue of data collection,requiring large sample,high-quality clinical datasets to establish effective artificial intelligence models.At the same time,the research on genomics and other mechanisms in this field is very weak.In the future,various machine learning technologies such as brain chips can be used,and gene editing therapy,single-cell spatial transcriptome and other methods can be used to study the basic mechanisms of regeneration-related gene upregulation and axon growth structural protein production.

The importance of gait assessment in the rehabilitation of cancer patients is gradually being recognized. However, quantitative analysis of balance ability in cancer patients is still limited. A total of 102 cancer patients meeting the inclusion criteria were recruited from Hefei Cancer Hospital, Chinese Academy of Sciences. Their balance ability was evaluated using the Berg Balance Scale (BBS). Gait data were collected by an electronic walkway and an IMU sensor system, including spatial-temporal and kinematic gait features such as step length, cadence, support time, and range of motion. Recursive feature elimination was used for feature selection. Ridge, Elastic Net, SVR, RF, and AdaBoost models were used to predict balance ability scores. Five-fold cross-validation was used to evaluate the performance of these models. Results show that the SVR model achieves the best performance with fifteen features (RMSE=3.22, R ²=0.91), followed by Ridge (RMSE=3.63, R ²=0.89). A method for evaluating balance ability based on gait features is proposed, providing a quantitative tool for personalized rehabilitation interventions in cancer patients.
Humans ; Postural Balance ; Neoplasms/rehabilitation* ; Gait ; Gait Analysis ; Biomechanical Phenomena ; Female

Objective To construct a database for molecular mass spectra of toxins and drugs in order to facilitate the management and retrieval of mass spectra for nerve agents,metabolites and other small molecules.Methods Requirement analysis and functional design were performed using software engineering methods.The Spec2Vec algorithm was used for vector representation of mass spectra,while SMILES molecular structures were vectorized using the extended connectivity fingerprint(ECFP).A data storage model integrating structured information and vector representations was established using the Milvus database.Similarity search of mass spectra and molecular structures was conducted via vector similarity comparison and the FlashEntropySearch algorithm.Results The constructed database of mass spectra encompassed over 400,000 entries from such sources as OCAD,NIST,MASSBANK,metabolic products,and natural products of TCM,which was capable of searching for similarities in mass spectra and molecular structures.On a standard server,similarity search of mass spectra took no more than 5 seconds,while that of molecular structures took no more than 1 second.Conclusion The system enables efficient management of complex mass spectra and provides rapid retrieval and comparison of mass spectra-related information through advanced vector indexing technology,offering robust data support and research tools for toxicology and pharmacology.

With the growing complexity and higher risk of modern warfare,artificial intelligence(AI)technologies have been increasingly used in the field of military medicine.This study investigates the innovative applications of AI in military medicine,focusing on practices in such countries as the United States,Israel and the United Kingdom.The research reveals that AI technologies have been extensively applied in battlefield medical training,casualty status monitoring,medical decision support and unmanned rescue operations.Through virtual reality simulation,intelligent decision support and vital sign monitoring technologies,AI has significantly improved the efficiency and precision of battlefield medical care.Despite challenges related to technological implementation,environmental adaptability and ethical controversies,future battlefield medical care will increasingly rely on unmanned systems and intelligent equipment to deliver efficient medical treatment through human-machine collaboration.

Global population aging has exacerbated the clinical management challenges of osteoporotic fractures, especially during the high-risk period of re-fracture within 2 years after fracture. Although significant progress has been made in the comprehensive management of osteoporotic fractures in China, which has improved patient prognosis. There are still many challenges in clinical practice, including the mismatch between traditional implants and osteoporotic bone structure, the clinical management bottlenecks from treatment to rehabilitation of osteoporotic fractures (such as low implementation rates of drug treatment, poor drug compliance, and inadequate rehabilitation awareness), as well as the underdevelopment and regional disparities of fracture liaison services in China. To address these challenges, we propose three strategic improvements: transitioning from a purely mechanical fixation to a combined "mechanical-biological" synergistic treatment model, optimizing a full-cycle management pathway for osteoporotic fractures based on the enhanced recovery after surgery, and developing a systematic and intelligent approach for re-fracture prevention (such as establishing exclusive management teams, constructing specialized databases, and developing intelligent data platforms). These strategies are expected to enable efficient screening, precise monitoring, and full lifecycle management of patients with osteoporotic fractures, thereby enhancing the effectiveness and precision of clinical management and offering new insights and practical pathways for improving the treatment and care of osteoporotic fractures in China.

Objective To elucidate the effects and mechanisms of Biejiajian pill(BJJP)-containing serum on the malignant biological behaviors of hepatocellular carcinoma Huh7 cells.Methods This research knocked down CKLF-like MARVEL transmembrane domain containing 6(CMTM6)expression using a CMTM6-specific small interfering RNA(siRNA).Healthy Sprague-Dawley rats were used to prepare normal rat serum and low-(0.55 g/kg),medium-(1.1 g/kg),and high-(2.2 g/kg)BJJP-containing.Huh7 cells were cultured with normal fetal bovine serum(BC),normal rat serum(NC),and low-,medium-,and high-dose BJJP serum(LBJJP,MBJJP,and HBJJP,respectively).BJJP-containing serum and si-CMTM6 were applied to Huh7 cancer cells,and the proliferation,migration,and invasion abilities were evaluated by CCK-8 and Transwell assays,respectively.Protein expression levels of proliferating cell nuclear antigen(PCNA),epithelial-mesenchymal transition(EMT)markers,and CMTM6 were detected by Western blot.Results CMTM6 knockdown significantly reduced the mRNA and protein expression level of CMTM6 in Huh7 cells(P＜0.05).There were no significant differences between the BC and NC groups in terms of cell proliferation,migration,invasion,expression levels of PCNA,EMT markers,and CMTM6(all P＞0.05).BJJP-containing serum markedly inhibited Huh7 cell proliferation,migration,and invasion(P＜0.05),downregulated PCNA,CMTM6,N-cadherin,and Vimentin expression,and upregulated E-cadherin compared with the NC group(all P＜0.05).CMTM6 knockdown suppressed malignant behaviors,with reduced PCNA,Vimentin,and N-cadherin and elevated E-cadherin expression(all P＜0.05).Conclusions BJJP-containing serum can significantly inhibit Huh7 cell growth,invasion,migration,and EMT progression,potentially mediated via CMTM6 suppression.

BACKGROUND:Studies have found that massage can reduce blood sugar,promote myogenic factor expression,and increase skeletal muscle content.The extracellular matrix is an important component of skeletal muscle,and association between massage and extracellular matrix and their mechanism of action are still unclear.OBJECTIVE:To explore the effect of massage on extracellular matrix collagen deposition in type 2 diabetic sarcopenia rats.METHODS:Totally 24 Wistar male rats were randomly divided into blank group,model group,and massage group.High-fat diet combined with the streptozotocin method was used to establish a type 2 diabetes mellitus and sarcopenia model.After successful model establishment,the massage group used abdominal massage combined with hind limbs.After 8 weeks of treatment,the fasting blood glucose and serum insulin levels of the rats were measured.The skeletal muscle mass was detected by dual-energy X-ray.The exhaustion time was measured by small animal treadmill.The sliding angle was measured by inclined board test.The pathological changes of skeletal muscle tissue were observed by hematoxylin-eosin staining.The skeletal muscle collagen deposition was observed by Masson staining.The mRNA and protein expressions of type Ⅰ and type Ⅲ collagen in skeletal muscle were detected by qPCR and western blot assay.RESULTS AND CONCLUSION:(1)Compared with the model group,the blood glucose(P＜0.05)and serum insulin(P＜0.01)decreased in the massage group.(2)Compared with the model group,the skeletal muscle mass,running exhaustion time,and the angle of inclined plate experiment were increased in massage group(P＜0.05).(3)Compared with the model group,the skeletal muscles of the massage group were arranged neatly,muscle atrophy was improved,and collagen fiber deposition was reduced.(4)Compared with the model group,the expression levels of type Ⅰ and type Ⅲ collagen mRNA and protein in skeletal muscle were decreased in the massage group(P＜0.05).(5)The results suggest that massage can enhance insulin sensitivity,lower blood sugar,improve skeletal muscle mass,strength and function,and diminish collagen deposition in rats with type 2 diabetes,and may be a potential target for massage to exert its therapeutic effects.

Objective:To evaluate the efficacy of modified splenic arteriovenous shunt surgery at the distal pancreatic tail in combined pancreas-kidney transplantation.Methods:A retrospective analysis was conducted on 24 recipients who underwent combined pancreas-kidney transplantation with the modified splenic arteriovenous shunt at the pancreatic tail from November 2023 to October 2024 (shunt group) and 231 recipients who received conventional splenic artery and vein ligation since 2016 (ligation group). The incidence of perioperative thrombosis and severe adverse events was compared between the two groups using the chi-square test or Fisher's exact test. Independent sample t-tests were performed to assess postoperative pancreatic and renal function recovery as well as blood perfusion in 15 recipients from the shunt group and 20 from the ligation group who underwent CT perfusion imaging (CTP).Results:The incidence of perioperative splenic arteriovenous thrombosis was lower in the shunt group (0) compared to the ligation group (4.76%, 11/231), though the difference was not statistically significant ( P=0.606). One month postoperatively, the shunt group demonstrated significantly lower serum amylase levels than the ligation group (99.61±19.62 vs. 148.20±70.67 U/L, P=0.018). However, at the time of CTP examination, serum lipase (67.87±32.35 vs. 45.11±17.94 U/L, P=0.014) and creatinine levels (131.79±26.41 vs. 112.1±24.98 μmol/L, P=0.034) were significantly higher in the shunt group. Urea nitrogen levels were also significantly higher in the shunt group both one month postoperatively (11.24±4.64 vs. 8.51±3.01 mmol/L, P=0.043) and at the CTP examination (10.41±1.78 vs. 6.87±1.91 mmol/L, P=0.001). Regarding pancreatic perfusion, blood volume in both the pancreatic head (15.99 ± 3.51 vs. 20.67 ± 5.47 ml/100 g, P = 0.024) and tail (17.19±4.24 vs. 27.40±19.80 ml/100 g, P=0.039) was significantly lower in the shunt group. After one minute of splenic artery perfusion, the shunt group exhibited significantly higher splenic artery blood flow (755.85±101.50 vs. 574.00 ± 142.06 ml·min -1· (100 g) -1, P<0.001) and blood volume (58.90 ±19.93 vs. 23.21±17.02 ml/100 g, P=0.007) compared to the ligation group. These differences persisted after two minutes of perfusion (blood flow: 793.83±68.57 vs. 503.78 ± 130.80 ml·min -1· (100 g) -1, P<0.001; blood volume: 64.22±15.74 vs. 34.32±20.39 ml/100 g, P=0.002). For the transplanted kidney, the shunt group had significantly lower blood flow (113.10±28.55 vs. 232.76±113.37 ml·min -1· (100 g) -1, P<0.001), blood volume (28.95±10.79 vs. 38.36±12.38 ml/100 g, P=0.047), and capillary surface permeability (PS) (26.49±16.57 vs. 43.02±20.37, P = 0.042) in the upper pole. Similar reductions in blood flow, blood volume, and PS were observed in the middle dorsal region ( P=0.018, 0.021, and 0.048, respectively) and lower pole ( P<0.001, P=0.048, and P=0.012, respectively). Conclusion:The modified splenic arteriovenous shunt at the pancreatic tail appears to be a safe and effective approach to reducing the risk of pancreatic graft thrombosis. This technique facilitates effective diversion of pancreatic parenchymal blood flow into the splenic vein, alleviating hyperperfusion of the transplanted pancreas. While renal blood perfusion was reduced postoperatively, it did not adversely affect renal function.

Objective To investigate the effect of Biejiajian Pill(BJJP)on malignant biological behavior of hepatocellular carcinoma Hep3B cells and its regulatory mechanism.Methods A total of 72 healthy SD rats were randomly divided into blank control(BC)group,low(0.55 g/kg),medium(1.10 g/kg)and high(2.20 g/kg)BJJP experimental group,and drug-containing serum was prepared.Hep3B cells were divided into BC group,normal rat serum treatment(NC)group,low dose BJJP(LBJJP)group,medium dose BJJP(MBJJP)group and high dose BJJP(HBJJP)group,empty plasmid(pcDNA3.1)group,and CKLF-like MARVEL transmembrane domain containing 6(CMTM6)overexpression(pcDNA3.1-CMTM6)group,and the NC+pcDNA3.1 group,MBJJP+pcDNA3.1 group,NC+pcDNA3.1-CMTM6 group and MBJJP+pcDNA3.1-CMTM6 group.The proliferation of hepatoma Hep3B cells was detected by CCK-8.The migration and invasion of hepatoma Hep3B cells were detected by Transwell assay.The expression levels of proliferation-related proteins proliferating cell nuclear antigen(PCNA),epithelial-mesenchymal transition(EMT)related proteins(E-cadherin,N-cadherin and Vimentin),and CMTM6 proteins in hepatoma Hep3B cells were detected by Western blotting experiments.Results Compared with those in BC group,there were no significant differences in the proliferation,migration and invasion abilities of Hep3B cells,or the expression levels of PCNA,EMT related proteins(E-cadherin,N-cadherin and Vimentin)and CMTM6 protein in NC group(P＞0.05).Compared with NC group,LBJJP,MBJJP and HBJJP drug-containing serum inhibited the proliferation,migration and invasion of Hep3B cells,downregulated the protein expression of PCNA;MBJJP and HBJJP upregulated the protein expression of E-cadherin.The protein expressions of N-cadherin,Vimentin and CMTM6 were downregulated,with significant differences(P＜0.05).Compared with pcDNA3.1 group,the protein expression of CMTM6,cell proliferation,migration,invasion,PCNA protein expression,N-cadherin protein expression,and Vimentin protein expression in Hep3B cells in pcDNA3.1-CMTM6 group were significantly upregulated,while the protein expression of E-cadherin was significantly downregulated(P＜0.05).Compared with NC+pcDNA3.1 group,the proliferation,migration and invasion abilities of Hep3B cells in MBJJP+pcDNA3.1 group were decreased,the expression levels of PCNA,Vimentin and N-cadherin protein were decreased,while the expression level of E-cadherin protein was increased.Compared with NC+pcDNA3.1-CMTM6 group,MBJJP+pcDNA3.1-CMTM6 group had the same results in the proliferation,migration and invasion abilities of Hep3B cells and the protein expression levels of PCNA,Vimentin,N-cadherin and E-cadherin.The differences were statistically significant(all P＜0.05).Conclusion BJJP may inhibit the proliferation,migration,invasion and EMT of hepatoma Hep3B cells by regulating the expression of CMTM6.

Nonunion of osteoporotic vertebral fractures (OVF), predominantly affecting the elderly, can lead to intractable pain, vertebral collapse, progressive kyphotic deformity, and neurological impairment, significantly compromising patients′ quality of life. There exists considerable debate on diagnosis and management of OVF, encompassing key issues such as clinical diagnosis and staging criteria for nonunion, surgical indications and procedure selection, and postoperative rehabilitation planning. Currently, there lacks standardized clinical guideline and expert consensus on the diagnosis and management of OVF nonunion in China. To address this gap, Minimally Invasive Surgery Group of Chinese Orthopedic Association, Osteoporosis Committee of Chinese Association of Orthopedic Surgeons, Prevention and Rehabilitation Committee for Osteoporosis of Chinese Association of Rehabilitation Medicine and Minimally Invasive Orthopedic Surgery Branch of China Association for Geriatric Care jointly organized domestic experts in spinal surgery, endocrinology, and rehabilitation to formulate the Clinical guideline for the diagnosis and treatment for nonunion of osteoporotic vertebral fractures ( version 2025), based on existing literature and clinical experience and adhering to principles of scientific rigor and practicality. The guideline provided 13 evidence-based recommendations encompassing diagnosis and treatment of OVF nonunion, aiming to standardize its clinical management.