1.Exploration of Acupoint Selection Patterns in the Treatment of Diabetic Cardiac Autonomic Neuropathy Using Data Mining Techniques
Mengru YAN ; Xiaoxue YANG ; Xueqi HU ; Hongli WANG ; Sicong LIN ; Haomin HUANG ; Shufang CHU
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(7):1719-1725
Objective To investigate the acupoint selection patterns for treating diabetic cardiac autonomic neuropathy(DCAN)using data mining techniques,providing evidence for clinical practice.Methods Literature on acupuncture treatment for DCAN was retrieved from CNKI,Wanfang,VIP,and PubMed.The publication dates of the included literature ranged from the inception of each database to April 2024.Descriptive analysis,association rule analysis,and cluster analysis were performed on acupoint prescriptions,with the selection patterns of meridians and acupoints were summarized.Results A total of 27 articles were included,involving 18 acupoints.The top 10 high-frequency acupoints were Neiguan(PC6),Xinshu(BL15),Pishu(BL20),Zusanli(ST36),Sanyinjiao(SP6),Shenmen(HT7),Taixi(KI3),Lingtai(GV10),Shendao(GV11),and Shenshu(BL23).The primary meridians selected were the bladder meridian of foot-taiyang and the pericardium meridian of hand-jueyin.Specific acupoint categories predominantly included back-shu points and five transport points.Association rule and cluster analyses identified core acupoint combinations centered on Xinshu,Neiguan,Pishu,and Zusanli.Conclusion The core acupoint combination for treating DCAN with acupuncture comprises Xinshu,Neiguan,Pishu,and Zusanli.
2.Application of artificial intelligence in the diagnosis and treatment of spinal fracture and rehabilitation of spinal cord injury: a review
Haomin WANG ; Haifeng LIU ; Yibo ZHAO ; Wenxuan WANG ; Ningning XUE ; Bin ZHAO
Chinese Journal of Trauma 2025;41(9):912-917
Spinal trauma, primarily caused by high-energy external forces, predominantly manifest as vertebral fracture and spinal cord injury. These conditions are characterized by spinal pain, restricted mobility, and sensory and autonomic dysfunction, significantly compromising patients′ quality of life and life expectancy. Current diagnostic and therapeutic practices for spinal fracture remain susceptible to subjective clinical experience, resulting in misdiagnosis, underdiagnosis, and imprecise surgical execution. Similarly, the therapeutic efficacy of spinal cord injury rehabilitation is frequently limited by a lack of personalized treatment protocols. The growing integration of artificial intelligence (AI) in medicine presents novel opportunities to overcome these obstacles. By excelling in image interpretation, data analytics, clinical decision support, and personalized rehabilitation planning, AI has emerged as a prominent focus of modern research. To this end, the authors reviewed the research progress in the application of AI in the diagnosis and treatment of spinal fracture and rehabilitation of spinal cord injury, providing a reference for AI-assisted precision diagnosis and treatment of vertebral fracture and rehabilitation of spinal cord injury.
3.Application of artificial intelligence in the diagnosis and treatment of spinal fracture and rehabilitation of spinal cord injury: a review
Haomin WANG ; Haifeng LIU ; Yibo ZHAO ; Wenxuan WANG ; Ningning XUE ; Bin ZHAO
Chinese Journal of Trauma 2025;41(9):912-917
Spinal trauma, primarily caused by high-energy external forces, predominantly manifest as vertebral fracture and spinal cord injury. These conditions are characterized by spinal pain, restricted mobility, and sensory and autonomic dysfunction, significantly compromising patients′ quality of life and life expectancy. Current diagnostic and therapeutic practices for spinal fracture remain susceptible to subjective clinical experience, resulting in misdiagnosis, underdiagnosis, and imprecise surgical execution. Similarly, the therapeutic efficacy of spinal cord injury rehabilitation is frequently limited by a lack of personalized treatment protocols. The growing integration of artificial intelligence (AI) in medicine presents novel opportunities to overcome these obstacles. By excelling in image interpretation, data analytics, clinical decision support, and personalized rehabilitation planning, AI has emerged as a prominent focus of modern research. To this end, the authors reviewed the research progress in the application of AI in the diagnosis and treatment of spinal fracture and rehabilitation of spinal cord injury, providing a reference for AI-assisted precision diagnosis and treatment of vertebral fracture and rehabilitation of spinal cord injury.
4.Development and clinical application of automatic recording system for resection of soft tissue tumor based on dense video descriptions
Xiaohe WANG ; Haomin LIU ; Debin CHENG ; Jingyi DANG ; Ruimin LI ; Shuiping GOU ; Jun FU ; Hongbin FAN
Chinese Journal of Orthopaedic Trauma 2024;26(1):43-49
Objective:To explore the feasibility and application value of an automated method for generation of surgical records for resection of benign soft tissue tumor based on dense video descriptions.Methods:The Transformer deep learning model was used to establish an automated surgical record generation system to analyze the surgical videos of 30 patients with benign soft tissue tumor who had been admitted to Department of Orthopedics, Xijing Hospital, Air Force Military Medical University from September 2021 to August 2023. The patient data were randomly divided into training sets, validation sets, and test sets in a ratio of 8∶1∶1. In the test sets, 7 evaluation indexes, BLEU-1, BLEU-2, BLEU-3, BLEU-4, Meteor, Rouge, and CIDEr, were used to evaluate the text quality of surgical records generated by the model. The text of surgical records was compared with the classical algorithm, dense video captioning with paralled decoding (PDVC) in the field of video-intensive description.Results:The automated surgical record generation system running in the test sets showed the following: BLEU-1, BLEU-2, BLEU-3, BLEU-4, Rouge, Meteor, and CIDEr were 16.80, 15.23, 13.01, 11.68, 16.01, 12.67 and 62.30, respectively. The operation of the classical algorithm PDVC showed the following: BLEU-1, BLEU-2, BLEU-3, BLEU-4, Rouge, Meteor, and CIDEr were 15.63, 14.17, 11.90, 10.45, 12.97, 11.99 and 53.64, respectively. The automated surgical record generation system resulted in significant improvements compared with PDVC in all evaluation indexes. The BLEU-4, Rouge, Meteor, and CIDEr were improved by 1.23, 3.04, 0.68 and 8.66, respectively, demonstrating that the system proposed can better capture the key data in the video to help generate more effective text records.Conclusion:As the automated surgical record generation system shows good performance in generating surgical records for resection of benign soft tissue tumor based on intensive video descriptions, it can be applied in clinical practice.
5.Suture tape augmentation versus modified Brostr?m repair in treating chronic lateral ankle instability: a meta-analysis
Guijun XU ; Haomin LI ; Jia WANG ; Xiantie ZENG
Chinese Journal of Orthopaedics 2024;44(18):1224-1232
Objective:To compare the efficacy and safety of suture tape augmentation versus modified Brostr?m repair in the treatment of chronic lateral ankle instability.Methods:CNKI, Wanfang, Chinese Medical Journal full-text Database, PubMed, and Web of Science databases were searched for clinical studies comparing suture tape augmentation and modified Brostrom repair in the treatment of chronic lateral ankle instability. Meta-analysis was performed on the included studies. Fixed-effects models were used for analyses when heterogeneity between groups was small, and random-effects models were used when heterogeneity between groups was large. The quality of literature was assessed using the Modified Jadad Rating Scale for randomized controlled trials and the Newcastle-Ottawa Scale (NOS) for non-randomized controlled trials.Results:A total of 11 articles were included in the meta-analysis. There were 398 cases in the suture tape augmentation group and 404 cases in the modified Brostrom repair group. Meta-analysis showed no statistically significant differences between the two groups in postoperative pain visual analogue scores [ SMD=-0.19, 95% CI(-0.54, 0.16), P=0.282], talar tilt angle [ SMD=-0.37, 95% CI(-0.84, 0.11), P=0.128], and anterior displacement of the talus [ SMD=-0.61, 95% CI(-1.47, 0.24), P=0.220]. In the suture tape augmentation group, foot and ankle ability measure-daily living score[ SMD=0.70, 95% CI(0.01, 1.39), P=0.045], foot and ankle ability measure-movement score [ SMD=0.96, 95% CI(0.15, 1.77), P=0.020], foot and ankle outcome score-daily living score [ SMD=1.21, 95% CI(0.05, 2.36), P=0.040], foot and ankle outcome score-movement score [ SMD=1.60, 95% CI(0.11, 3.09), P=0.035] were greater than those in the modified Brostr?m repair group, and the incidence of recurrent postoperative instability was lower than that in the modified Brostr?m repair group [ RR=0.34, 95% CI(0.15, 0.76), P=0.008], the difference was statistically significant. Conclusion:Suture tape augmentation provides superior postoperative daily activity capacity and sports function compared to modified Brostr?m repair in the treatment of chronic lateral ankle instability. Additionally, the incidence of recurrent instability is lower in the suture tape augmentation group. No significant differences were observed between the two groups regarding to pain relief and radiological outcomes.
6.Surveillance of antifungal resistance in clinical isolates of Candida spp.in East China Invasive Fungal Infection Group from 2018 to 2022
Dongjiang WANG ; Wenjuan WU ; Jian GUO ; Min ZHANG ; Huiping LIN ; Feifei WAN ; Xiaobo MA ; Yueting LI ; Jia LI ; Huiqiong JIA ; Lingbing ZENG ; Xiuhai LU ; Yan JIN ; Jinfeng CAI ; Wei LI ; Zhimin BAI ; Yongqin WU ; Hui DING ; Zhongxian LIAO ; Gen LI ; Hui ZHANG ; Hongwei MENG ; Changzi DENG ; Feng CHEN ; Na JIANG ; Jie QIN ; Guoping DONG ; Jinghua ZHANG ; Wei XI ; Haomin ZHANG ; Rong TANG ; Li LI ; Suzhen WANG ; Fen PAN ; Jing GAO ; Lu JIANG ; Hua FANG ; Zhilan LI ; Yiqun YUAN ; Guoqing WANG ; Yuanxia WANG ; Liping WANG
Chinese Journal of Infection and Chemotherapy 2024;24(4):402-409
Objective To monitor the antifungal resistance of clinical isolates of Candida spp.in the East China region.Methods MALDI-TOF MS or molecular methods were used to re-identify the strains collected from January 2018 to December 2022.Antifungal susceptibility testing was performed using the broth microdilution method.The susceptibility test results were interpreted according to the breakpoints of 2022 Clinical and Laboratory Standards Institute(CLSI)documents M27 M44s-Ed3 and M57s-Ed4.Results A total of 3 026 strains of Candida were collected,65.33%of which were isolated from sterile body sites,mainly from blood(38.86%)and pleural effusion/ascites(10.21%).The predominant species of Candida were Candida albicans(44.51%),followed by Candida parapsilosis complex(19.46%),Candida tropicalis(13.98%),Candida glabrata(10.34%),and other Candida species(0.79%).Candida albicans showed overall high susceptibility rates to the 10 antifungal drugs tested(the lowest rate being 93.62%).Only 2.97%of the strains showed dose-dependent susceptibility(SDD)to fluconazole.Candida parapsilosis complex had a SDD rate of 2.61%and a resistance rate of 9.42%to fluconazole,and susceptibility rates above 90%to other drugs.Candida glabrata had a SDD rate of 92.01%and a resistance rate of 7.99%to fluconazole,resistance rates of 32.27%and 48.24%to posaconazole and voriconazole non-wild-type strains(NWT),respectively,and susceptibility rates above 90%to other drugs.Candida tropicalis had resistance rates of 29.55%and 26.24%to fluconazole and voriconazole,respectively,resistance rates of 76.60%and 21.99%to posaconazole and echinocandins non-wild-type strains(NWT),and a resistance rate of 2.36%to echinocandins.Conclusions The prevalence and species distribution of Candida spp.in the East China region are consistent with previous domestic and international reports.Candida glabrata exhibits certain degree of resistance to fluconazole,while Candida tropicalis demonstrates higher resistance to triazole drugs.Additionally,echinocandins resistance has emerged in Candida albicans,Candida glabrata,Candida tropicalis,and Candida parapsilosis.
7.Two-sample Mendelian randomization study of gut microbiota and lung function (FEV1/FVC) and the thought on its application in the TCM field
Xurui HUANG ; Zhen MA ; Xiaoning LI ; Qifan ZHANG ; Xinyan WAN ; Haomin ZHENG ; Yu ZHANG ; Honghong WANG
International Journal of Traditional Chinese Medicine 2024;46(6):698-706
Objective:To explore the causal relationship between gut microbiota and lung function (FEV1/FVC) using two-sample Mendelian randomization method; To explore its application in the TCM field.Methods:This was a Mendelian randomization study. The GWAS data of gut microbiota from the MiBioGen consortium study and the GWAS data of lung function (FEV1/FVC) published by IEU OpenGWAS in the public database were used, and instrumental variables were extracted according to prespecified thresholds. The inverse variance weighted method (IVW) was mainly used for analysis. The results were evaluated according to the effect indicator β value and 95% CI. When the IVW method was statistically significant, further sensitivity analysis was performed. Leave-one-out test, heterogeneity test, horizontal gene pleiotropy test and MR-Egger regression intercept analysis were used to verify the stability and reliability of the results. Results:A total of 10 causal relationships between gut microbiota and lung function (FEV1/FVC) were determined using the IVW method: family. BacteroidalesS24.7group ( β=-0.029, P=0.015), family. ClostridialesvadinBB60group ( β=-0.028, P=0.040), family. Streptococcaceae ( β=-0.056, P=0.042), genus. LachnospiraceaeFCS020group ( β=0.025, P=0.029), genus. Lactococcus ( β=-0.024, P=0.038), genus. Peptococcus ( β=0.025, P=0.049), genus. RuminococcaceaeUCG011 ( β=-0.030, P=0.038), genus. Ruminococcus2 ( β=0.028, P=0.033), genus. Terrisporobacter ( β=-0.030, P=0.018), phylum. Cyanobacteria ( β=0.027, P=0.039). Leave-one-out analysis showed that the results were stable, and the effects of heterogeneity and horizontal gene pleiotropy on causal effect estimation could be removed. Conclusion:The gut microbiota may play a role in the changes of lung function, which to a certain extent confirms the TCM theory of "exterior-interior relationship between the lung and large intestine", and can provide certain reference for the research direction of TCM.
8.Interview study on clinical doctors′ ward rounds etiquette norms
Chaoying WANG ; Mayangzong BAI ; Sisi LI ; Yun XIAN ; Zhongwan CHEN ; Wenyi XU ; Tao HAN ; Kunling GUO ; Haomin MA ; Zhiruo ZHANG
Chinese Journal of Hospital Administration 2024;40(11):851-854
Objective:To summarize the essential elements of clinical doctors′ ward rounds etiquette norms from the perspective of whether doctors′ speech and behavior in actual ward rounds pay attention to patients′ feelings and reflect humanistic care, in order to provide references for improving patients′ treatment effects and medical experience management.Methods:From July to October 2023, a purposeful sampling method was employed to select 16 clinical doctors with ward rounds experience from the eastern, central, western, and northeastern regions across the country. Semi-structured interviews were conducted online via video, focusing on issues related to etiquette norms during ward rounds. The Colaizzi′s seven-step analysis method was used to conduct an inductive analysis of the interview materials.Results:four themes were distilled: friendly and caring body language; accurate, understandable, clear, and timely explanations; appropriate praise and affirmation to encourage patients to actively participate in their disease management; and admonitions to patients and their families regarding disease-related precautions. These four themes were summarized as the " four essentials of ward rounds, " which could be encapsulated as " altruistic inquiry; accurate explanation; affirmative engagement and adequate advice" .Conclusions:The " four essentials of ward rounds" can be made a mandatory part of the clinical doctors′ workflow in the medical quality management process and are recommended for nationwide promotion. This can further enhance the communication skills of clinical doctors, strengthen patients′ trust, improve treatment compliance, and improve doctor-patient relationships, thereby improving the treatment effects, satisfaction, and experience of inpatients.
9.Interview study on clinical doctors′ ward rounds etiquette norms
Chaoying WANG ; Mayangzong BAI ; Sisi LI ; Yun XIAN ; Zhongwan CHEN ; Wenyi XU ; Tao HAN ; Kunling GUO ; Haomin MA ; Zhiruo ZHANG
Chinese Journal of Hospital Administration 2024;40(11):851-854
Objective:To summarize the essential elements of clinical doctors′ ward rounds etiquette norms from the perspective of whether doctors′ speech and behavior in actual ward rounds pay attention to patients′ feelings and reflect humanistic care, in order to provide references for improving patients′ treatment effects and medical experience management.Methods:From July to October 2023, a purposeful sampling method was employed to select 16 clinical doctors with ward rounds experience from the eastern, central, western, and northeastern regions across the country. Semi-structured interviews were conducted online via video, focusing on issues related to etiquette norms during ward rounds. The Colaizzi′s seven-step analysis method was used to conduct an inductive analysis of the interview materials.Results:four themes were distilled: friendly and caring body language; accurate, understandable, clear, and timely explanations; appropriate praise and affirmation to encourage patients to actively participate in their disease management; and admonitions to patients and their families regarding disease-related precautions. These four themes were summarized as the " four essentials of ward rounds, " which could be encapsulated as " altruistic inquiry; accurate explanation; affirmative engagement and adequate advice" .Conclusions:The " four essentials of ward rounds" can be made a mandatory part of the clinical doctors′ workflow in the medical quality management process and are recommended for nationwide promotion. This can further enhance the communication skills of clinical doctors, strengthen patients′ trust, improve treatment compliance, and improve doctor-patient relationships, thereby improving the treatment effects, satisfaction, and experience of inpatients.
10.Effect of hypothermic machine perfusion on expression levels of inflammatory cytokines in rat kidney
De LUO ; Jiang LIU ; Pengcheng ZHOU ; Piao WANG ; Xujia LI ; Haomin LIN ; Song SU
Organ Transplantation 2023;14(6):824-830
Objective To evaluate the effect of hypothermic machine perfusion (HMP) on the expression levels of inflammatory cytokines in rat kidney. Methods Thirty male rats were randomly divided into the control (Control group), static cold storage group (SCS group) and HMP group, with 10 rats in each group. The velocity, intrarenal resistance and pH value of perfusion effluent were recorded during HMP. The expression levels of CXC chemokine ligand (CXCL)1, CXCL2, interferon (IFN)-β1, IFN-α4, CC chemokine ligand (CCL)2, CCL20, interleukin (IL)-17α, IL-17C and tumor necrosis factor (TNF)-α messenger RNA (mRNA) in renal tissues were evaluated by reverse transcription polymerase chain reaction (RT-PCR). Pathological changes of the kidney were observed by hematoxylin-eosin (HE) staining. Results During HMP, the velocity and intrarenal resistance remained stable, and the pH value of perfusion effluent was decreased slowly. RT-PCR showed that the relative expression levels of CXCL1, CXCL2, CCL2, CCL20, IL-17α, IL-17C and TNF-α mRNA in the SCS and HMP groups were higher compared with those in the Control group. Compared with the SCS group, the relative expression levels of CXCL1, CXCL2, CCL2, CCL20, IL-17α and TNF-α mRNA were up-regulated in the HMP group (all P<0.05). HE staining revealed that the morphology of renal cells was normal in the Control group, whereas evident epithelial necrosis, cytoplasmic vacuolation, brush border loss and epithelial shedding were observed in the SCS group. Compared with the SCS group, pathological changes in the HMP group were alleviated. Conclusions HMP may activate renal inflammation, and inhibiting the activation of inflammation during HMP is expected to further improve the effect of allograft preservation.

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