1.Research on machine-learning quantitative evaluative model of manual acupuncture manipulation based on three-dimensional motion tracking technology.
Jiayao WAN ; Binggan WANG ; Tianai HUANG ; Fan WANG ; Wenchao TANG
Chinese Acupuncture & Moxibustion 2025;45(9):1201-1208
OBJECTIVE:
To develop an objective quantitative evaluative model of manual acupuncture manipulation (MAM) using three-dimensional motion tracking technology and machine learning, so as to provide a new approach to the study on acupuncture and moxibustion education and manipulation standardization.
METHODS:
A total of 120 undergraduate students in the major of acupuncture-moxibustion and tuina were recruited. The Simi Motion Ver.8.5 motion tracking system was used to collect the data of three types of MAM, balanced reinforcing and reducing by twisting, reinforcing technique by twisting and reducing technique by twisting. Eight quantitative parameters covering movement performance and stability were established. With 5 types of machine learning algorithms (logistic regression, random forest, support vector machine, K-nearest neighbor, and decision tree) adopted, the evaluative model was constructed, and the feature importance analyzed.
RESULTS:
In the evaluation of different types of MAM, the support vector machine presented the best for the effects of the balanced reinforcing and reducing by twisting, and the reducing by twisting (accuracy rates were both 0.88); and the logistic regression algorithm showed the optimal performance in evaluating the reinforcing by twisting (1.00 of accuracy rate). Feature importance analysis revealed that twisting velocity was the dominant parameter for evaluating the balanced reinforcing-reducing manipulation. The reinforcing and reducing of acupuncture techniques were more dependent on the left-hand twisting parameters and comprehensive performances, respectively.
CONCLUSION
The objective evaluative model of MAM based on three-dimensional motion tracking technology and machine learning demonstrates a reliable evaluative performance, providing a new technical approach to standardized assessment in acupuncture and moxibustion education.
Humans
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Male
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Acupuncture Therapy/instrumentation*
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Machine Learning
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Female
;
Young Adult
;
Adult
;
Motion
2.Guideline for diagnosis and treatment of infection after internal fixation of closed lower limb fractures in adults (version 2025)
Bobin MI ; Faqi CAO ; Weixian HU ; Wu ZHOU ; Chenchen YAN ; Hui LI ; Yun SUN ; Yuan XIONG ; Jinmi ZHAO ; Qikai HUA ; Xinbao WU ; Xieyuan JIANG ; Dianying ZHANG ; Zhongguo FU ; Dankai WU ; Guangyao LIU ; Guodong LIU ; Tengbo YU ; Jinhai TAN ; Xi CHEN ; Fengfei LIN ; Zhangyuan LIN ; Dongfa LIAO ; Aiguo WANG ; Shiwu DONG ; Gaoxing LUO ; Zhao XIE ; Dong SUN ; Dehao FU ; Yunfeng CHEN ; Changqing ZHANG ; Kun LIU ; Deye SONG ; Yongjun RUI ; Fei WU ; Ximing LIU ; Junwen WANG ; Meng ZHAO ; Biao CHE ; Bing HU ; Chengjian HE ; Guanglin WANG ; Xiao CHEN ; Guandong DAI ; Shiyuan FANG ; Wenchao SONG ; Ming CHEN ; Guanghua GUO ; Yongqing XU ; Lei YANG ; Wenqian ZHANG ; Kun ZHANG ; Xin TANG ; Hua CHEN ; Weiguo XU ; Shuquan GUO ; Yong LIU ; Xiaodong GUO ; Zhewei YE ; Liming XIONG ; Tian XIA ; Hongbin WU ; Qisheng ZHOU ; Mengfei LIU ; Yiqiang HU ; Yanjiu HAN ; Hang XUE ; Kangkang ZHA ; Wei CHEN ; Zhiyong HOU ; Bin YU ; Jiacan SU ; Peifu TANG ; Baoguo JIANG ; Guohui LIU
Chinese Journal of Trauma 2025;41(5):421-432
Postoperative infection of internal fixation of closed fractures the lower limbs in adults represents a devastating complication, characterized by diagnostic challenges, prolonged treatment duration and high disability rates. Current management of these infections faces multiple challenges, such as difficulties in early accurate diagnosis, and various controversies about the treatment plan, leading to poor overall diagnosis and treatment results. To address these issues, based on evidence-based medicine and principles with emphasis on scientific rigor, clinical applicability and innovation, the Trauma Branch of the Chinese Medical Association, Orthopedic Branch of the Chinese Medical Doctor Association, Orthopedics Branch of the Chinese Medical Association, and Trauma Orthopedics and Polytrauma Group of the Resuscitation and Emergency Committee of the Chinese Medical Doctor Association have collaboratively organized a panel of relevant experts to develop the Guideline for diagnosis and treatment of infection after internal fixation of closed lower limb fractures in adults ( version 2025). The guideline proposed 10 recommendations, aiming to provide a foundation for standardized diagnosis and treatment of postoperative infection in adults with closed lower limb fractures.
3.Application Prospects and Issues of Generative Artificial Intelligence in TCM Research
Tianai HUANG ; Gang XU ; Huayuan YANG ; Wenchao TANG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(7):180-186
With the rapid development of generative artificial intelligence(GAI),its application in TCM research has attracted increasing attention.This article explored the application prospects of GAI in TCM research,analyzed its specific application scenarios in TCM clinical research,intelligent device development,and herbal medicine research,and identified the main challenges currently faced,including insufficient logical rigor,lack of high-quality clinical data,and shortage of interdisciplinary talents.This article proposed solutions such as constructing TCM knowledge graphs,standardizing TCM data collection,enhancing objective measurement and evaluation,and cultivating artificial intelligence talents with a background in TCM,in order to o provide references for the objective and intelligent research and application of TCM based on GAI,and further improve the clinical efficacy and quality of TCM.
4.Application Prospects and Issues of Generative Artificial Intelligence in TCM Research
Tianai HUANG ; Gang XU ; Huayuan YANG ; Wenchao TANG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(7):180-186
With the rapid development of generative artificial intelligence(GAI),its application in TCM research has attracted increasing attention.This article explored the application prospects of GAI in TCM research,analyzed its specific application scenarios in TCM clinical research,intelligent device development,and herbal medicine research,and identified the main challenges currently faced,including insufficient logical rigor,lack of high-quality clinical data,and shortage of interdisciplinary talents.This article proposed solutions such as constructing TCM knowledge graphs,standardizing TCM data collection,enhancing objective measurement and evaluation,and cultivating artificial intelligence talents with a background in TCM,in order to o provide references for the objective and intelligent research and application of TCM based on GAI,and further improve the clinical efficacy and quality of TCM.
5.Guideline for diagnosis and treatment of infection after internal fixation of closed lower limb fractures in adults (version 2025)
Bobin MI ; Faqi CAO ; Weixian HU ; Wu ZHOU ; Chenchen YAN ; Hui LI ; Yun SUN ; Yuan XIONG ; Jinmi ZHAO ; Qikai HUA ; Xinbao WU ; Xieyuan JIANG ; Dianying ZHANG ; Zhongguo FU ; Dankai WU ; Guangyao LIU ; Guodong LIU ; Tengbo YU ; Jinhai TAN ; Xi CHEN ; Fengfei LIN ; Zhangyuan LIN ; Dongfa LIAO ; Aiguo WANG ; Shiwu DONG ; Gaoxing LUO ; Zhao XIE ; Dong SUN ; Dehao FU ; Yunfeng CHEN ; Changqing ZHANG ; Kun LIU ; Deye SONG ; Yongjun RUI ; Fei WU ; Ximing LIU ; Junwen WANG ; Meng ZHAO ; Biao CHE ; Bing HU ; Chengjian HE ; Guanglin WANG ; Xiao CHEN ; Guandong DAI ; Shiyuan FANG ; Wenchao SONG ; Ming CHEN ; Guanghua GUO ; Yongqing XU ; Lei YANG ; Wenqian ZHANG ; Kun ZHANG ; Xin TANG ; Hua CHEN ; Weiguo XU ; Shuquan GUO ; Yong LIU ; Xiaodong GUO ; Zhewei YE ; Liming XIONG ; Tian XIA ; Hongbin WU ; Qisheng ZHOU ; Mengfei LIU ; Yiqiang HU ; Yanjiu HAN ; Hang XUE ; Kangkang ZHA ; Wei CHEN ; Zhiyong HOU ; Bin YU ; Jiacan SU ; Peifu TANG ; Baoguo JIANG ; Guohui LIU
Chinese Journal of Trauma 2025;41(5):421-432
Postoperative infection of internal fixation of closed fractures the lower limbs in adults represents a devastating complication, characterized by diagnostic challenges, prolonged treatment duration and high disability rates. Current management of these infections faces multiple challenges, such as difficulties in early accurate diagnosis, and various controversies about the treatment plan, leading to poor overall diagnosis and treatment results. To address these issues, based on evidence-based medicine and principles with emphasis on scientific rigor, clinical applicability and innovation, the Trauma Branch of the Chinese Medical Association, Orthopedic Branch of the Chinese Medical Doctor Association, Orthopedics Branch of the Chinese Medical Association, and Trauma Orthopedics and Polytrauma Group of the Resuscitation and Emergency Committee of the Chinese Medical Doctor Association have collaboratively organized a panel of relevant experts to develop the Guideline for diagnosis and treatment of infection after internal fixation of closed lower limb fractures in adults ( version 2025). The guideline proposed 10 recommendations, aiming to provide a foundation for standardized diagnosis and treatment of postoperative infection in adults with closed lower limb fractures.
6.Pathogenic spectrum and molecular characteristics of infectious diarrhea among children in Putuo District, Shanghai
Wenchao GU ; Huansheng ZHANG ; Haifeng TANG ; Hao YAN ; Tingting WU ; Yilin GUI ; Qiang LI ; Yong LI
Shanghai Journal of Preventive Medicine 2024;36(6):543-550
ObjectiveTo investigate the pathogenic spectrum and molecular characteristics of infectious diarrhea among children in Putuo District of Shanghai from 2018 to 2023, and to provide scientific basis for the prevention and control of infectious diarrhea in children. MethodsFecal samples from the cases visited sentinel hospitals for children’s diarrheal disease in Putuo District, Shanghai, were collected from January 2018 to December 2023. A total of 11 species of bacteria were isolated and cultured, and 5 species of viruses were detected by real-time fluorescent polymerase chain reaction (PCR). The molecular typing of some positive strains was analyzed by the standard pulsed-field gel electrophoresis (PFGE) method. The polymerase-capsid protein linkage region of some norovirus-positive samples was amplified by reverse transcription PCR, and was sequenced and analyzed by bioinformatics software. The Chi-square test and Fisher’s exact probability test were used to compare the pathogen-positive rates in 2018‒2019 and 2020‒2023. ResultsOf the 707 cases of children with infectious diarrhea, the total positive rate was 47.67%, with a single bacterial positivity rate of 16.27%, a single viral positivity rate of 22.63%, and a mixed positivity rate of 8.77%, respectively. The dominant pathogens were rotavirus (10.75%), norovirus (10.33%), enteropathogenic Escherichia coli (8.06%), Salmonella (6.36%), enteroaggregative Escherichia coli (5.52%), and Campylobacter (5.23%). Bacterial infections were predominant in summer and fall, and viral infections were predominant in winter and spring. The total positive rate decreased in 2020‒2023 compared with that of 2018‒2019 (χ2=5.753,P<0.05). Thirty-seven strains of Salmonella, 81 strains of diarrheagenic Escherichia coli, and 19 strains of Campylobacter were completed for the molecular typing analysis by PFGE, which were classified into 28, 80 and 18 banding types, respectively, with a wide range of banding similarity. Nineteen copies of norovirus GⅡ group gene sequences were analyzed and classified into 5 genotypes, which were mainly GⅡ.Pe-GⅡ.4 and GⅡ.P16-GⅡ.2 types. ConclusionRotavirus, norovirus, diarrheagenic Escherichia coli, Salmonella, and Campylobacter are the dominant pathogens of infectious diarrhea in children in Putuo District of Shanghai. The pathogen spectrum shows a trend of seasonal epidemic characteristics, with a diversity of molecular characteristics of some pathogens. Surveillance and monitoring on molecular characteristics of the pathogens of infectious diarrhea in children should be strengthened in different seasons, so as to provide a laboratory basis for the prevention and control of infectious diarrhea.
7.Composite Manipulation in the Treatment of Thoracolumbar Vertebral Fractures(A3):A Finite Element Study
Wenchao LI ; Pengfei YU ; Zhijia MA ; Guangye ZHU ; Daixinpeng ZHAN ; Chao LI ; Zihang LI ; Zhenyu TANG ; Hongwei LI
Journal of Medical Biomechanics 2024;39(5):903-909
Objective To analyze thoracolumbar vertebral fractures(A3)treated by multiple manipulations using the finite element method and to explore the feasibility and advantages of the composite surgical method for treating thoracolumbar vertebral fractures(A3).Methods For three-dimensional reconstruction of thoracolumbar vertebral fractures(A3),the model was loaded with simulated hyperextension posture restoration,simple press restoration,press restoration under hyperextension posture,and composite manipulation.Subsequentially,the stress distribution of the model and displacement of the fractured vertebral body were observed.Results The equivalent stress under composite manipulation was 111.88 MPa,which was greater than that under other manipulations,and the stress under composite manipulation was more concentrated in the anterior and middle columns of the vertebral body.The peak stress under composite manipulation was 122.53 MPa,which was greater than that under other manipulations,and the stress was centrally distributed in fracture region of the fractured vertebral body.The fracture displacement under composite manipulation was 3.94 mm,which was greater than that under other manipulations,and the displacement distribution decreased from the posterior column to the anterior mid-column.The anterior longitudinal and intertransverse interligamentous ligaments of the fractured vertebral body experienced the greatest stress under composite manipulation,and the joint capsule ligaments experienced the greatest stress under hyperextension postural restoration,simple press restoration,and press restoration under the hyperextension posture.Conclusions Compound manipulation for treating thoracolumbar vertebral fractures(A3)has obvious advantages over other manipulative restorations and is a reasonable program for the current treatment of thoracolumbar vertebral fractures(A3).
8.Study on the mechanism of P2X receptors involved in electroacupuncture treatment of neuropathic pain in dorsal root ganglion and spinal cord
Shuhan SI ; Wenchao TANG ; Fan WANG
Journal of Acupuncture and Tuina Science 2023;21(6):512-520
Neuropathic pain(NP)is directly caused by lesions or diseases of the somatosensory system.It can be attributed to a variety of causes and has a complex pathological mechanism.Purinergic P2X receptors play a critical role in NP.P2X receptors will be activated by the extracellular adenosine triphosphate(ATP)to mediate the pain when the tissue is damaged.In vertebrates,there are 7 subtypes of P2X receptors(P2X1-7)encoded by genes,among which the receptors of P2X3,P2X4,and P2X7 are closely related to NP.Acupuncture produces good therapeutic efficacy on NP.To explore the mechanism of purinergic signaling involved in acupuncture analgesia,a review of the actions of P2X3,P2X4,and P2X7 receptors in acupuncture for NP was conducted.The P2X3 receptor is specifically expressed in small-and moderate-sized neurons in the dorsal root ganglion of the primary afferent nerve and trigeminal ganglion.Acupuncture can directly mediate analgesia by down-regulating the expression of P2X3 receptor in neurons.P2X4 and P2X7 receptors mainly exist in the spinal microglia.Acupuncture can inhibit the nociceptive transmission of substantia gelatinosa neurons by regulating P2X4 receptor in spinal microglia.Moreover,acupuncture may alleviate NP by inhibiting the secretion of inflammatory factors by reducing P2X7 receptor in the spinal microglia.
9.Clinical application of adjustable traction skin stretchers in repair of wounds at the lower leg, foot and ankle
Wenchao SONG ; Xuejian WU ; Juyu TANG ; Jianli WANG ; Bo LIU ; Peng XIAO ; Chong MENG ; Jianzhong GUAN ; Tao SONG ; Guohua NI ; Dehong ZHANG ; Weihong ZHANG
Chinese Journal of Orthopaedic Trauma 2023;25(3):226-232
Objective:To evaluate the clinical effects of adjustable traction skin stretchers used in repair of wounds at the lower leg, foot and ankle.Methods:A retrospective study was performed to analyze the clinical data of 56 patients who had been treated for skin defects at the lower leg, foot and ankle from August 2016 to September 2022 at The First Affiliated Hospital of Zhengzhou University, Honghui Hospital, Affiliated to Xi'an Jiaotong University Medical College, The First Affiliated Hospital of Henan Polytechnic University, and Yunnan Zhongde Orthopedic Hospital. There were 35 males and 21 females, aged (39.9±18.7) years. There were 43 traumatic wounds, 3 burns, 6 inflammatory wounds, 3 relief incisions due to osteofascial compartment syndrome, and 1 scar. The areas of skin defect ranged from 2.5 cm × 2.0 cm to 20.0 cm × 10.0 cm. The duration of wounds was (8.6±7.8) d. All the wounds were repaired with adjustable traction skin stretchers. The row-hook type of skin stretchers was used in 28 cases, the single-rod type in 20 cases, the single-rod type combined with an external fixator in 5 cases, and a combination of the row-hook type and the single-rod type in 3 cases.The time for wound traction closure, color of wound skin margin, skin swelling around the wound, functional recovery of affected limb and complications were recorded.Results:The time from skin stretching to wound closure was (7.8±3.8) d in the 56 patients. The color of wound skin edge after stretching was normal in 16 cases, dark red in 38 cases, and dark in 2 cases; the skin swelling around the wound was degree 1 in 21 cases, degree 2 in 33 cases, and degree 3 in 2 cases. The 56 patients were followed up for (8.9±4.1) months. Primary wound closure was achieved in 48 patients, and secondary wound closure in 8 patients after repair with an autologous skin graft. Partial skin necrosis occurred due to tension blisters after skin stretching in 2 patients, one of whom was repaired with an autologous skin graft and the other of whom by dressing change. Deep bone infection recurred in 2 patients whose wounds healed after their bone defects were repaired using Ilizarov technique of bone transfer. In the 56 patients, the muscle strength of the lower extremity beyond the wound was recovered to normal, and the range of motion of the joints adjacent to the wound also recovered to normal.Conclusion:In repair of wounds at the lower leg, foot and ankle, adjustable traction skin stretchers can lead to fine clinical effects and limited complications, because the stretchers can control the tension of skin digitally and precisely.
10.Effect of neutrophil-lymphocyte ratio at the initial visit on the survival of children with newly diagnosed medulloblastoma
Lulu WAN ; Wanshui WU ; Shuxu DU ; Hong TANG ; Xiaojun GONG ; Miao LI ; Jin ZHANG ; Siqi REN ; Shuting LI ; Yuan WANG ; Yan LIU ; Wenchao GAO ; Jingjing LIU ; Yuefang WU ; Yanling SUN ; Liming SUN
Chinese Journal of Applied Clinical Pediatrics 2022;37(2):116-120
Objective:To explore the effect of neutrophil-lymphocyte ratio (NLR) at the initial visit on the survival of children with newly diagnosed medulloblastoma (MB).Methods:This was a case-control study involving 61 children with newly diagnosed MB at the Department of Pediatrics, Beijing Shijitan Hospital, Capital Medical University from August 2018 to January 2020 .The blood cell counts, lymphocyte subsets and immunoglobulin in the periphe-ral blood were measured to calculate NLR at the initial visit.Based on the cut-off value determined by receiver opera-ting characteristic (ROC) curve, patients were divided into high NLR group (≥ 2.07, n=21) and low NLR group (<2.07, n=40). The progression-free survival (PFS) and overall survival (OS) between 2 groups were analyzed by the Kaplan-Meier method, followed by Log- rank test.The correlation between NLR at the initial visit with clinical characteristics, lymphocyte subsets and immunoglobulin of children with newly diagnosed MB was analyzed.Differences between groups were compared by the Chi- square test, Mann- Whitney U test and independent sample t test. Results:The survival analysis showed that the relapse rate (38.1% vs.10.0%, χ2=6.879, P=0.016) and mortality rate (19.0% vs.0, χ2=8.154, P=0.011) were significantly higher in high NLR group than those of low NLR group.PFS (12 months vs.19 months, χ2=9.775, P=0.002) and OS (19 months vs.20 months, χ2=8.432, P=0.004) were significantly shorter in high NLR group than those of low NLR group.No significant differences in clinical characteristics were detected between groups (all P>0.05). Compared with low NLR group, the percentage of T lymphocyte[(67.93±6.37)% vs.(73.38±8.08)%, t=2.886, df=48.865, P=0.006], T helper cells (Th)[(30.86±5.53)% vs.(34.29±7.44)%, t=2.037, df=51.981, P=0.047], and T suppressor cells (Ts)[(27.39±5.50)% vs.(30.84±6.58)%, t=2.164, df=47.581, P=0.035] were significantly lower in high NLR group.Spearman correlation analysis showed a negative correlation between NLR and T lymphocyte count ( r=-0.303, P=0.018), and Ts lymphocyte count ( r=-0.260, P=0.043). Conclusions:Children with newly diagnosed MB expressing a high level of NLR had a poor prognosis, which may be associated with T lymphocyte and Ts lymphocyte.

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