1.Senescence of human bone marrow mesenchymal stem cells impairs the osteoinductive properties of their derived apoptotic vesicles
ZHU Lei ; JIANG Yuhe ; ZHANG Xiao
Journal of Prevention and Treatment for Stomatological Diseases 2026;34(5):428-442
Objective:
To investigate the effect of the senescence state of parental human bone marrow mesenchymal stem cells (BMSCs) on the osteoinductive properties of their derived apoptotic vesicles (apoVs), and to provide an experimental basis and a quality control reference for the treatment of alveolar bone defects and osteoporosis based on apoVs.
Methods:
A replicative senescence model of human aging BMSCs (A-BMSCs) was established via serial passaging, with young BMSCs (Y-BMSCs) serving as controls. Following the induction of apoptosis with staurosporine, apoVs were isolated from Y-BMSCs and A-BMSCs (termed Y-apoVs and A-apoVs, respectively) via differential centrifugation. The physicochemical properties (morphology, size, zeta potential, and yield) and protein markers of both apoV populations were systematically characterized. Subsequently, Y-BMSCs were divided into a proliferation medium (PM) group, osteogenic induction medium (OM) group, OM + Y-apoVs group, and OM + A-apoVs group. The osteoinductive efficacy in vitro was evaluated by alkaline phosphatase (ALP) staining, alizarin red S staining, and quantitative real-time PCR detection of key osteogenic genes, including runt-related transcription factor 2 (RUNX2), ALP, osteopontin (OPN), and osterix (OSX). Approved by the Institutional Animal Care and Use Committee, in vivo biodistribution (labelling apoVs with the red fluorescent dye PKH26) and bone regeneration efficacy were assessed in 18-month-old osteoporotic C57BL/6 mice. Mice were randomly divided into a control group (injected with phosphate-buffered saline), Y-apoVs group (injected with Y-apoVs), and A-apoVs group (injected with A-apoVs). Following tail-vein injection administration of apoVs for 8 weeks, bone regeneration was evaluated via micro-computed tomography and histological analysis.
Results:
Electron microscopy and particle size analysis revealed that both Y-apoVs and A-apoVs displayed typical biconcave discoid structures, with diameters mainly ranging from 100 to 500 nm. Western blot assays confirmed high expression of universal vesicle markers (CD9, CD63, CD81) and the apoptotic marker Fas in both groups. Y-apoVs and A-apoVs exhibited indistinguishable morphologies, size distributions, zeta potentials, and yields. In vitro experiments showed that, compared with the PM group, the OM, OM + A-apoVs, and OM + Y-apoVs groups significantly enhanced ALP activity, calcium nodule formation, and the expression of osteogenic genes (RUNX2, ALP, OPN, OSX) in recipient Y-BMSCs (P<0.05); moreover, compared with the OM and OM + A-apoVs groups, the OM + Y-apoVs group exhibited a more significant promoting effect (P<0.05). An in vivo analysis demonstrated that tail-vein-injected apoVs effectively homed to bone tissue. Moreover, the Y-apoVs group significantly improved trabecular microarchitecture, bone mineral density, and bone volume fraction in aged mice, exhibiting superior therapeutic efficacy over the control and A-apoVs groups (P<0.05)
Conclusion
The senescence state of parental cells significantly impairs the osteoinductive ability of BMSC-derived apoVs. Y-apoVs are effective biological agents for the treatment of age-related bone loss.
2.Surveillance of Oncomelania hupensis snails following interruption of schistosomiasis transmission in Yunnan Province
Siqi NING ; Yi DONG ; Chunhong DU ; Lifang WANG ; Yun ZHANG ; Yuhe HE ; Hua JIANG ; Jiayu SUN ; Chunqiong CHEN ; Jiaqi YAN ; Jihua ZHOU ; Zongya ZHANG ; Hongqiong WANG ; Meifen SHEN ; Jing SONG
Chinese Journal of Schistosomiasis Control 2026;38(2):200-206
Objective To investigate the distribution characteristics of Oncomelania hupensis snails in Yunnan Province fol-lowing interruption of schistosomiasis transmission, so as to provide the evidence for assessing the risk of schistosomiasis transmission and scientifically formulating the schistosomiasis surveillance program. Methods According to the requirements of the National Schistosomiasis Surveillance Scheme (2020 Edition), O. hupensis snail surveillance data were collected from 18 schistosomiasis-endemic counties (cities, districts) in Yunnan Province from 2020 to 2024, including area of snail survey, area of snail habitats, area of re-emerging snail habitats, number of frames surveyed, number of frames with O. hupensis snails, number of O. hupensis snails captured, and number of living snails, and the occurrence of frames with snails and mean density of living snails were calculated. Changes in snail status over the 5-year period from 2020 to 2024 and the differences in snail distributions specified by epidemic intensity, environmental type, and vegetation type were analyzed. Results The areas of snail survey increased from 1 727.96 hm2 in 2020 to 3 894.45 hm2 in 2024 (peak) across 18 schistosomiasis-endemic counties (cities, districts) in Yunnan Province during the period from 2020 through 2024. The areas of snail habitats increased from 70.36 hm2 in 2020 to a peak in 2023 (172.04 hm2), followed by a reduction to 132.36 hm2 in 2024, and the areas of re-emerging snail habitats increased from 42.71 hm2 in 2020 to a peak in 2022 (78.43 hm2), followed by a reduction to 40.21 hm2 in 2024. The occurrence of frames with snails and mean density of living snails increased from 1.24% (3 025/244 404) and (0.033 2 ± 0.038 7) snails/0.1 m2 in 2020 to peaks at 2.03% (6 231/307 563) and (0.066 9 ± 0.068 4) snails/0.1 m2 in 2023, followed by reductions to 1.04% (5 829/559 941) and (0.032 6 ± 0.057 7) snails/0.1 m2 in 2024, respectively. There was a significant difference in the occurrence of frames with snails over the 5-year study period (χ2 = 1 962.95, P < 0.05), and the occurrence of frames with snails reduced by 48.71% in 2024 relative to in 2023 (χ2 = 1 411.05, P < 0.005); however, there was no significant difference in the mean density of living snails over the 5 years (H = 5.310, P > 0.05). There were significant differences in the occurrence of frames with snails (χ2 = 481.27, P < 0.05) and mean density of living snails (H = 6.872, P < 0.05) in schistosomiasis-endemic areas with different epidemic intensities. The occurrence of frames with snails (χ2 = 25.32 and 38.70, both P values < 0.017) and mean density of living snails (Z = 28.55 and 49.96, both P values < 0.017) were higher in schistosomiasis transmission-interrupted and eliminated areas with snails than in schistosomiasis-eliminated areas without snails, and the occurrence of frames with snails (χ2 = 453.54, P < 0.017) and mean density of living snails (Z = −56.97, P < 0.017) were higher in schistosomiasis-eliminated areas with snails than in schistosomiasis transmission-interrupted areas with snails. O. hupensis snails were mainly distributed in paddy fields, dry farmlands and ditches; however, the occurrence of frames with snails (13.40%, 424/3 164) and mean density of living snails [(0.252 8 ± 0.158 7) snails/0.1 m2] were higher in ponds/weirs than in other types of environments (both P values < 0.05). Rice, dry farmland crops and weeds were main vegetations in which O. hupensis snails were distributed, and the occurrence of frames with snails (2.29%, 7 111/310 140) and mean density of living snails [(0.072 3 ± 0.018 9) snails/0.1 m2] were higher in weeds than in other types of environments (both P values < 0.05). Conclusions O. hupensis snails have been effectively controlled in Yunnan Province following implementation of integrated schistosomiasis control measures; however, there are still risk factors for schistosomiasis transmission, including reduced attention to schistosomiasis control and snail re-emergence. Improved control efforts and surveillance system construction and timely identification of risk factors of snail status and timely management are recommended to ensure the achievement of the target of schistosomiasis elimination as scheduled.
3.Impact of intensive blood pressure lowering on atrial fibrillation risk in hypertensive patients: A systematic review and meta-analysis
Wenxi ZUO ; Yuhe HUANG ; Ziyi SUN ; Yuhan YANG ; Jin ZHANG ; Xiaoxiao ZHANG ; Kuiwu YAO
Science of Traditional Chinese Medicine 2025;3(2):186-193
Background: Hypertension is a major risk factor for cardiovascular diseases, including AF, which is one of the most common cardiac arrhythmias globally. AF is strongly associated with an increased risk of stroke, heart failure (HF), and cardiovascular mortality. Although intensive blood pressure lowering has been shown to reduce adverse cardiovascular events, its effect on the risk of AF remains debated. Some studies suggest a beneficial effect, whereas others are inconclusive. Therefore, a comprehensive review and meta-analysis are needed to clarify these effects. Objective: This study aims to evaluate the impact of intensive blood pressure lowering on the incidence of atrial fibrillation (AF) in hypertensive patients. Methods: We performed a systematic review and meta-analysis by searching PubMed, EMBASE, Scopus, Web of Science, and the Cochrane Library up to September 2, 2024, for randomized controlled trials comparing intensive blood pressure lowering with standard treatment in hypertensive patients. Studies were included if participants were 40 year or older with systolic blood pressure between 130 and 180 mm Hg (1 mm Hg≈0.133 kPa). Data extraction was conducted by 2 independent researchers, and statistical analysis was performed using Review Manager (RevMan) 5.4. Risk ratios (RRs) and 95% confidence intervals (CIs) were calculated. A random-effects model was applied if heterogeneity was detected (I
> 50%). Results: A total of 6 randomized controlled trials involving 34,824 participants were included in the analysis. Intensive blood pressure lowering significantly reduced the risk of new-onset AF compared with standard treatment (RR = 0.76, 95% CI = 0.62-0.93, p < 0.01, I
= 0%). Reductions were also observed in stroke (RR = 0.71, 95% CI = 0.58-0.87, p < 0.005, I
= 7%), HF (RR = 0.67, 95% CI = 0.45-0.99, p = 0.05, I
= 53%), and nonfatal coronary events (RR = 0.80, 95% CI = 0.70-0.92, p < 0.005, I
= 39%). However, intensive blood pressure lowering had no significant effect on cardiovascular mortality or all-cause mortality compared with standard treatment. Discussion: Intensive blood pressure lowering significantly reduces the risk of AF and other cardiovascular events, such as stroke, HF, and nonfatal coronary events, particularly among high-risk hypertensive patients. These findings support the potential benefits of intensive blood pressure management in reducing AF incidence and improving overall cardiovascular outcomes, but the evidence is limited.
4.Research on Cause and Prevention Strategies of 1 876 Medical Damage Dispute Cases
Yuhe YAN ; Jiayun PAN ; Jiahui HU ; Wenxuan ZHANG ; Dian ZHOU ; Di TIAN
Chinese Hospital Management 2025;45(3):87-92
Objective To analyze the causes and compensation characteristics of medical damage disputes in Anhui Province in recent years,and provide reference suggestions for effectively controlling and reducing the incidence of medical errors and doctor-patient conflicts.Methods The 1 876 cases of medical damage disputes in Anhui Province from 2017 to 2022 were included in the judgment documents network,and their occurrence years and causes of disputes were analyzed.Results The number of medical malpractice cases did not decrease significantly,and the average amount of compensation continued to increase;the top three causes of disputes were improper treatment or surgery(54.6%),and the average first place of actual compensation was improper medication or adverse drug reactions,and in terms of hospital level,1 009 cases(53.8%)were concentrated in tertiary public hospitals,the average actual compensation amount of private hospitals ranked first;the top three departments were surgery(44.62%);the highest incidence of damage was death(40.2%),and the average compensation amount for first-class disability was the highest.Hospitals were mainly responsible for secondary responsibilities(38.7%).Conclusion The contradiction between doctors and patients is still serious,so it is necessary to promote the construction of tight medical association and medical community,guide the allocation of medical resources,pay attention to risk sharing and management optimization,and reduce the incidence of medical damage disputes.
5.Construction and immunogenicity analysis of tetanus toxin C fragment recombi-nantantigen containing metallothionein 3 built-in adjuvant
Yudie ZHANG ; Bing LIU ; Dongyu LIU ; Jinling GUO ; Congmei WU ; Yuhe YIN
Chinese Journal of Veterinary Science 2025;45(3):542-548,610
This study aims to construct a recombinant vaccine containing the tetanus toxin C frag-ment(HC)with a built-in adjuvant of metallothionein 3(MT-3)and evaluate its immune effect in mice.The gene sequences of MT-3 and HC were fused via a linker to create the pET30a-MT-3-HC recombinant plasmid,which was then transformed into E.coli BL21(DE3)competent cells.The re-combinant plasmid was confirmed through double enzyme digestion.The M3C recombinant protein expression was induced,identified by SDS-PAGE and Western blot,and purified using Ni-NTA af-finity chromatography.Five groups of vaccines,including PBS,HC,TT(tetanus toxoid),M3C,and M3C+CpG(composite adjuvant),were administered to mice via intramuscular injection at 7-day intervals for three immunizations.Blood samples were periodically collected from the tail vein.ELISA was used to measure changes in specific IgG antibody titers in the serum,and on day 28,antibody subtypes(IgG1,IgG2a,IgG2b,IgG3,and IgM)and cytokine levels(IL-4,IFN-γ)were also measured.The results demonstrated that the pET30a-MT-3-HC recombinant plasmid was cor-rectly constructed,and the M3C recombinant protein was highly expressed in the supernatant fol-lowing ultrasonic disruption of the induced bacterial culture,with a single band observed post-puri-fication.ELISA results showed that the titer of specific IgG antibodies in the M3C+CpG group peaked at 3.54×105 14 days after the third immunization,which was 141 times,70 times,and 6.6 times higher than that in HC,TT,and TT groups,respectively.Antibody subtype analysis revealed significantly higher specific antibody subtype titers in the M3C and M3C+CpG groups compared to the PBS,HC,and TT groups(P<0.05),with the M3 C group showing an IgG1/IgG2a ratio greater than 1,and the M3C+CpG group having an IgG1/IgG2a ratio of approximately 1.Serum concentrations of IFN-γ and IL-4 in the M3C and M3C+CpG groups were also significantly higher than those in the other experimental groups(P<0.05).These results showed that the recombinant antigen containing MT-3 built-in adjuvant and tetanus toxin C fragment was successfully expressed and showed strong immunogenicity,which laid the experimental foundation for the development of this recombinant vaccine.
6.Ferritin-based GnRH nanoparticles for immunocastration in male BALB/c mice
Jinling GUO ; Dongyu LIU ; Yudie ZHANG ; Dandan YANG ; Yanan ZHAO ; Ying XU ; Congmei WU ; Yuhe YIN
Chinese Journal of Veterinary Science 2025;45(10):2292-2300
To develop a novel immunocastration vaccine for animals,researchers designed and syn-thesized the recombinant plasmid pET-30a-SF which could express the recombinant protein SF.This protein was then conjugated in vitro with the synthetic peptide STGP to prepare the SF-STGP nanoparticle vaccine,and its immunocastration effect on mice was studied.The Spy Catcher and ferritin amino acid sequences were connected via GGGGS,and after codon optimization for E.coli,the recombinant plasmid pET-30a-SF was constructed and transformed into E.coli for in-duced expression.The recombinant protein SF was purified using Ni-column affinity chromatogra-phy and characterized.The peptide STGP,composed of Spy Tag,GnRH,and PADRE connected by GGGS,was conjugated with the recombinant protein SF in vitro.The self-assembled nanoparticles were observed using transmission electron microscopy(TEM)and dynamic light scattering(DLS).The prepared SF-STGP nanoparticles were mixed with MONTANIDE ISA 206 VG at a 1∶1 ratio to form the vaccine,which was then subcutaneously injected into male BALB/c mice for immunocastration evaluation.The recombinant protein SF showed the highest soluble expression when induced at 18 ℃ with 0.25 mmol/L IPTG for 14 h,and the maximum conjugation efficiency with STGP was achieved at a 1∶8 molar ratio.TEM and DLS analyses revealed that both the re-combinant protein SF and SF-STGP could self-assemble into nanoparticles with average diameters of 16.2 nm and 17.8 nm,respectively.Mouse immunization results demonstrated that the SF-STGP nanoparticle vaccine generated specific GnRH antibodies after the first immunization,with the spe-cific antibody D45o reaching its peak at the 10 th week.The SF-STGP+ISA 206 immunization group showed a peak D450 value of 2.8,and the specific antibody levels in all immunization groups were significantly higher than those in the control group(P<0.05).Additionally,the SF-STGP nanoparticle vaccine effectively reduced serum testosterone levels in mice,with the testosterone concentration in the immunization groups being significantly lower than that in the control group(P<0.05).Compared to the control group,the immunization group exhibits testicular atrophy.The constructed SF-STGP nanoparticle vaccine proves to be a highly effective immunogen,capable of inducing testicular atrophy and reducing gonadal hormone concentrations,demonstrating excellent castration effects.This study provides new insights into immunocastration vaccines for mammals.
7.Expression and biological activity of recombinant long-acting feline IFNω-FSA fusion protein
Yanan ZHAO ; Dandan YANG ; Yudie ZHANG ; Jinling GUO ; Dongyu LIU ; Yuhe YIN ; Congmei WU
Chinese Journal of Veterinary Science 2025;45(10):2179-2186
A long-acting feline ω-interferon fusion protein(FSA-FeIFNω)was designed and its bio-logical function validated.According to the optimization of the sequence of feline serum albumin and feline ω interferon in NCBI,the recombinant plasmid pET-30a(+)-FSA-FeIFNω was con-structed,which was transformed into E.coli BL21(DE3)competent cells,the expression of re-combinant protein FSA-FeIFNω was induced by IPTG,and the expressed inclusion body protein was identified by Western blot,the refolding product was purified by Ni-NTA affinity chromatog-raphy,and the concentration of dialysis and concentrated protein after purification was determined by BCA method.The antiviral activity of recombinant protein was detected by micro-cytopathic in-hibition method in the CRFK/VSV system,the in vitro half-life was detected by 50%mouse plas-ma method,the tumor cell proliferation inhibition activity was detected by MTT method,and anti-tumor activity was detected by mouse melanoma model.The pET-30a(+)-FeIFNω and pET-30a(+)-FSA-FeIFNω expression vectors were successfully constructed,and 87 kDa recombinant FSA-FeIFNω protein was obtained in E.coli,with a purified protein purity of 95%,with a concen-tration of 1 g/L,and the biological activity was 2.56 × 106 IU/mg,the plasma half-life was significantly prolonged(>24 h),and the half-inhibitory concentration IC50 of B16-F10 in mouse melanoma cells was 56.01 mg/L.The FSA-FeIFNω group significantly inhibited tumor growth,and the treatment effect was better than that of the control group and other experimental groups.The recombinant FSA-FeIFNω protein obtained in this study had long-acting effect and good biological activity.
8.Potential targets and mechanisms of Simiao San in intervening rheumatoid arthritis through network pharmacology and animal experiments
Yuhe SUN ; Haixu JIANG ; Jie XU ; Honglin ZHANG ; Zihan ZHAO ; Qingyi LU
Journal of Beijing University of Traditional Chinese Medicine 2025;48(8):1067-1080
Objective To investigate the potential core target and its mechanism of Simiao San(SMS)in the treatment of rheumatoid arthritis(RA)using network pharmacology and animal experiments.Methods Active components and corresponding SMS targets were obtained from the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform(TCMSP)and cross-referenced with the Universal Protein(UniProt)database.RA-related targets were screened from The Human Gene Database(GeneCards),Online Mendelian Inheritance in Man(OMIM),Therapeutic Target Database(TTD),DrugBank,and Disease Gene Network(DisGeNet).Protein-protein interaction(PPI)networks were constructed for shared targets between SMS and RA using Search Tool for the Retrieval of Interacting Genes/Proteins(STRING),followed by Gene Ontology(GO)and Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway enrichment analyses via The Database for Annotation,Visualization and Integrated Discovery(DAVID).A"herb active component-disease target-signaling pathway"network was established to predict the mechanism of SMS in RA treatment.Molecular docking was performed between aryl hydrocarbon receptor(AHR)and the core active components of SMS to identify AHR-targeting constituents.For animal experiments,30 female SPF-grade C57/BL mice were randomly divided into normal,model,methotrexate(1.52 mg/kg,every 3 days),and SMS(12.48 g/kg,daily)groups with a 30-day intervention.Ankle diameter and arthritis index scores were measured.HE staining was used to assess joint inflammation,whereas immunohistochemistry(IHC)was used to measure cytochrome P450 1A1(CYP1A1),nuclear factor kappa B subunit p65(p65),and phosphorylated p65(p-p65)protein expression levels.Multiplex immunofluorescence(mIHC)was used to evaluate forkhead box protein P3(FOXP3)and interleukin-17A(IL-17A)protein expression.Results Forty-one active components and 228 targets of SMS were identified from TCMSP,whereas 1,207 RA-related targets were extracted from GeneCards,OMIM,TTD,DrugBank,and DisGeNet.Ninety-four overlapping targets were analyzed,yielding 612 GO terms and 143 KEGG pathways.Molecular docking of the ligand-binding domain of AHR with the top 10 Degree values of compounds of SMS(quercetin,stigmasterol,wogonin,beta-sitosterol,kaempferol,baicalein,et al.)revealed that stigmasterol,beta-sitosterol,(S)-canadine,and isocorypalmine was able to bind to AHR stably.In vivo,compared to the model group,the mice of the SMS and methotrexate groups joint swelling and arthritis index scores reduced(P<0.01).IHC indicated elevated CYP1A1 protein and decreased p65 and p-p65 protein levels in the SMS and methotrexate groups(P<0.05,P<0.01).mIHC demonstrated reduced IL-17A and increased FOXP3 protein expression in the SMS and methotrexate groups(P<0.05,P<0.01).Conclusion SMS alleviates joint inflammation in RA mice,potentially by targeting AHR,one of the core targets.SMS may suppress excessive inflammatory responses by activating AHR and inhibiting p65 phosphorylation.Additionally,SMS modulates the helper T cells 17/regulatory T cells balance by downregulating IL-17A and upregulating FOXP3.These results suggest that AHR is a key mediator in T-cell immune regulation.
9.Expert consensus on prognostic evaluation of cochlear implantation in hereditary hearing loss.
Xinyu SHI ; Xianbao CAO ; Renjie CHAI ; Suijun CHEN ; Juan FENG ; Ningyu FENG ; Xia GAO ; Lulu GUO ; Yuhe LIU ; Ling LU ; Lingyun MEI ; Xiaoyun QIAN ; Dongdong REN ; Haibo SHI ; Duoduo TAO ; Qin WANG ; Zhaoyan WANG ; Shuo WANG ; Wei WANG ; Ming XIA ; Hao XIONG ; Baicheng XU ; Kai XU ; Lei XU ; Hua YANG ; Jun YANG ; Pingli YANG ; Wei YUAN ; Dingjun ZHA ; Chunming ZHANG ; Hongzheng ZHANG ; Juan ZHANG ; Tianhong ZHANG ; Wenqi ZUO ; Wenyan LI ; Yongyi YUAN ; Jie ZHANG ; Yu ZHAO ; Fang ZHENG ; Yu SUN
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(9):798-808
Hearing loss is the most prevalent disabling disease. Cochlear implantation(CI) serves as the primary intervention for severe to profound hearing loss. This consensus systematically explores the value of genetic diagnosis in the pre-operative assessment and efficacy prognosis for CI. Drawing upon domestic and international research and clinical experience, it proposes an evidence-based medicine three-tiered prognostic classification system(Favorable, Marginal, Poor). The consensus focuses on common hereditary non-syndromic hearing loss(such as that caused by mutations in genes like GJB2, SLC26A4, OTOF, LOXHD1) and syndromic hereditary hearing loss(such as Jervell & Lange-Nielsen syndrome and Waardenburg syndrome), which are closely associated with congenital hearing loss, analyzing the impact of their pathological mechanisms on CI outcomes. The consensus provides recommendations based on multiple round of expert discussion and voting. It emphasizes that genetic diagnosis can optimize patient selection, predict prognosis, guide post-operative rehabilitation, offer stratified management strategies for patients with different genotypes, and advance the application of precision medicine in the field of CI.
Humans
;
Cochlear Implantation
;
Prognosis
;
Hearing Loss/surgery*
;
Consensus
;
Connexin 26
;
Mutation
;
Sulfate Transporters
;
Connexins/genetics*
10.A machine learning-based trajectory predictive modeling method for manual acupuncture manipulation.
Jian KANG ; Li LI ; Shu WANG ; Xiaonong FAN ; Jie CHEN ; Jinniu LI ; Wenqi ZHANG ; Yuhe WEI ; Ziyi CHEN ; Jingqi YANG ; Jingwen YANG ; Chong SU
Chinese Acupuncture & Moxibustion 2025;45(9):1221-1232
OBJECTIVE:
To propose a machine learning-based method for predicting the trajectories during manual acupuncture manipulation (MAM), aiming to improve the precision and consistency of acupuncture practitioner' operation and provide the real-time suggestions on MAM error correction.
METHODS:
Computer vision technology was used to analyze the hand micromotion when holding needle during acupuncture, and provide a three-dimensional coordinate description method of the index finger joints of the holding hand. Focusing on the 4 typical motions of MAM, a machine learning-based MAM trajectory predictive model was designed. By integrating the changes of phalangeal joint angle and hand skeletal information of acupuncture practitioner, the motion trajectory of the index finger joint was predicted accurately. Besides, the roles of machine learning-based MAM trajectory predictive model in the skill transmission of acupuncture manipulation were verified by stratified randomized controlled trial.
RESULTS:
The performance of MAM trajectory predictive model, based on the long short-term memory network (LSTM), obtained the highest stability and precision, up to 98%. The learning effect was improved when the model applied to the skill transmission of acupuncture manipulation.
CONCLUSION
The machine learning-based MAM predictive model provides acupuncture practitioner with precise action prediction and feedback. It is valuable and significant for the inheritance and error correction of manual operation of acupuncture.
Humans
;
Acupuncture Therapy/instrumentation*
;
Machine Learning
;
Adult
;
Male
;
Female


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