1.Acupuncture combined with thunder-fire moxibustion for low back pain with cold-damp: a randomized controlled trial.
Tao ZHU ; Shilin JIANG ; Yujia ZHANG ; Tiansheng ZHANG ; Zhen GAO ; Jinling MIAO
Chinese Acupuncture & Moxibustion 2025;45(3):312-316
OBJECTIVE:
To observe the clinical efficacy of acupuncture combined with thunder-fire moxibustion in treating low back pain with cold-damp.
METHODS:
Seventy-two patients of low back pain with cold-damp were randomly divided into an observation group (36 cases, 1 case was eliminated) and a control group (36 cases, 1 case dropped out). The control group received acupuncture at Jizhong (GV6), Yaoyangguan (GV3), ashi points, bilateral Shenshu (BL23), Dachangshu (BL25), and Weizhong (BL40) for 30 min daily. The observation group was treated with thunder-fire moxibustion in addition to the same acupuncture regimen as the control group, once daily. Both groups were treated for 6 consecutive days followed by one rest day, for a total duration of 4 weeks. The visual analog scale (VAS) score, Oswestry disability index (ODI) score, Japanese Orthopedic Association (JOA) score, present pain intensity (PPI) score, and serum levels of β-endorphin (β-EP), 5-hydroxytryp tamin (5-HT), and substance P (SP) were compared before and after treatment, and the clinical efficacy was also compared between the two groups.
RESULTS:
Compared before treatment, the VAS scores, ODI scores, PPI scores, and serum levels of 5-HT and SP were decreased (P<0.01), while JOA scores and serum levels of β-EP were increased (P<0.01) in both groups after treatment. The observation group showed lower VAS, ODI, and PPI scores and serum levels of 5-HT and SP than those in the control group (P<0.05), as well as higher JOA score and serum level of β-EP (P<0.05). The total effective rate in the observation group was 94.3% (33/35), higher than 82.9% (29/35) in the control group (P<0.05).
CONCLUSION
Acupuncture combined with thunder-fire moxibustion could effectively alleviate pain and improve lumbar function in patients of low back pain with cold-damp, possibly by regulating β-EP, 5-HT, and SP levels.
Humans
;
Moxibustion
;
Low Back Pain/blood*
;
Male
;
Female
;
Adult
;
Middle Aged
;
Acupuncture Therapy
;
Acupuncture Points
;
Treatment Outcome
;
Combined Modality Therapy
;
beta-Endorphin/blood*
;
Young Adult
;
Aged
2.Deep learning algorithms for intelligent construction of a three-dimensional maxillofacial symmetry reference plane.
Yujia ZHU ; Hua SHEN ; Aonan WEN ; Zixiang GAO ; Qingzhao QIN ; Shenyao SHAN ; Wenbo LI ; Xiangling FU ; Yijiao ZHAO ; Yong WANG
Journal of Peking University(Health Sciences) 2025;57(1):113-120
OBJECTIVE:
To develop an original-mirror alignment associated deep learning algorithm for intelligent registration of three-dimensional maxillofacial point cloud data, by utilizing a dynamic graph-based registration network model (maxillofacial dynamic graph registration network, MDGR-Net), and to provide a valuable reference for digital design and analysis in clinical dental applications.
METHODS:
Four hundred clinical patients without significant deformities were recruited from Peking University School of Stomatology from October 2018 to October 2022. Through data augmentation, a total of 2 000 three-dimensional maxillofacial datasets were generated for training and testing the MDGR-Net algorithm. These were divided into a training set (1 400 cases), a validation set (200 cases), and an internal test set (200 cases). The MDGR-Net model constructed feature vectors for key points in both original and mirror point clouds (X, Y), established correspondences between key points in the X and Y point clouds based on these feature vectors, and calculated rotation and translation matrices using singular value decomposition (SVD). Utilizing the MDGR-Net model, intelligent registration of the original and mirror point clouds were achieved, resulting in a combined point cloud. The principal component analysis (PCA) algorithm was applied to this combined point cloud to obtain the symmetry reference plane associated with the MDGR-Net methodology. Model evaluation for the translation and rotation matrices on the test set was performed using the coefficient of determination (R2). Angle error evaluations for the three-dimensional maxillofacial symmetry reference planes were constructed using the MDGR-Net-associated method and the "ground truth" iterative closest point (ICP)-associated method were conducted on 200 cases in the internal test set and 40 cases in an external test set.
RESULTS:
Based on testing with the three-dimensional maxillofacial data from the 200-case internal test set, the MDGR-Net model achieved an R2 value of 0.91 for the rotation matrix and 0.98 for the translation matrix. The average angle error on the internal and external test sets were 0.84°±0.55° and 0.58°±0.43°, respectively. The construction of the three-dimensional maxillofacial symmetry reference plane for 40 clinical cases took only 3 seconds, with the model performing optimally in the patients with skeletal Class Ⅲ malocclusion, high angle cases, and Angle Class Ⅲ orthodontic patients.
CONCLUSION
This study proposed the MDGR-Net association method based on intelligent point cloud registration as a novel solution for constructing three-dimensional maxillofacial symmetry reference planes in clinical dental applications, which can significantly enhance diagnostic and therapeutic efficiency and outcomes, while reduce expert dependence.
Humans
;
Deep Learning
;
Algorithms
;
Imaging, Three-Dimensional/methods*
;
Male
;
Female
;
Maxilla/diagnostic imaging*
;
Adult
3.Evaluation of the function and activity of masticatory muscles using a self-developed wireless surface electromyography system.
Wenbo LI ; Yujia ZHU ; Qingzhao QIN ; Shenyao SHAN ; Zixiang GAO ; Aonan WEN ; Yong WANG ; Yijiao ZHAO
West China Journal of Stomatology 2025;43(3):346-353
OBJECTIVES:
This study aimed to evaluate the repeatability and reliability of a self-developed domestic wireless surface electromyography (sEMG) system (Oralmetry) in assessing the activity of the temporalis and masseter muscles to provide theoretical support for its clinical application.
METHODS:
Twenty-two volunteers were recruited. Through multiple repeated measurements, the sEMG signals of bilateral anterior temporalis and masseter muscles during maximum voluntary clenching were collected using the self-developed sEMG device, Oralmetry, and two commercial sEMG devices (Zebris and Teethan), filtered, screened, and standardized. Seven sEMG indicators for assessing masticatory muscle function were calculated. The intraclass correlation coefficient (ICC) was used to evaluate the repeatability of the measurements from the three sEMG devices, and statistical analysis was conducted to compare the consistency of the seven sEMG indicators obtained from the devices.
RESULTS:
Among the 22 participants, the ICC values of the repeated measurements from the three sEMG devices ranged from 0.88 to 0.99. The measurements of three sEMG indicators (antero-posterior coeffificient, percentage overlapping coeffificient_MM, and percentage overlapping coeffificient_TA) obtained by Zebris were significantly different from those obtained by Oralmetry and Teethan (P<0.05). No significant differences in the measurements of the seven sEMG indicators were found between Oralmetry and Teethan.
CONCLUSIONS
Oralmetry and the two commercial sEMG devices demonstrated good repeatability in capturing sEMG indicators for evaluating masticatory muscle function. In particular, Oralmetry showed the highest ICC values. All three devices also exhibited good consistency in measuring sEMG indicators, and a high agreement was observed between the two wireless sEMG devices (Oralmetry and Teethan). These findings provide theoretical support for the clinical application of Oralmetry.
Humans
;
Electromyography/methods*
;
Masseter Muscle/physiology*
;
Masticatory Muscles/physiology*
;
Wireless Technology
;
Reproducibility of Results
;
Temporal Muscle/physiology*
;
Male
;
Adult
;
Female
;
Young Adult
4.Study on the effect factors of GDFT under guidance of hemodynamic monitor on the PONV of patients after gynecological laparoscopic surgery
Yujia HAN ; Xinpei SUN ; Yujie QI ; Xueqi GAO ; Jianfeng YU
China Medical Equipment 2024;21(1):123-129
Objective:To investigate the effect of goal-directed fluid therapy(GDFT)under the guidance of LIDCOrapid hemodynamic monitor on postoperative nausea and vomiting(PONV)of patients after gynecological laparoscopic surgery.Methods:A total of 90 patients who underwent laparoscopic extensive hysterectomy under general anesthesia in Affiliated Hospital of Shandong Second Medical University from August 2020 to June 2021 were selected,and they were divided into observation group and control group as random number table,with 45 cases in each group.Patients in control group supplemented fluid according to the guidance of urine output and mean arterial pressure(MAP).Patients in observation group supplemented fluid according to GDFT under guidance of stroke volume variation(SVV).The MAP values,heart rates(HR),SVV values and cardiac index(CI)values at the 10th min after patients entered the operation room(T0),the 3rd min after anesthesia induction(T1),and the 3rd min(T2),the 30th min(T3)and the 1st h(T4)after Terndelenburg position,and the time of completing surgery(T5)were observed.In addition,the intraoperative intake and output volume of liquid,the indicators of gastrointestinal function recovery after surgery,and the length of stay also were observed.The PONV incidence of main outcome indicators,and the PONV scores of postoperative 0-6h(T6),6-12 h(T7),12-24 h(T8)and 24-48 h(T9)of secondary outcome indicators,as well as the number of patients who received the treatment of antiemetic compensation after surgery,were analyzed.Results:The PONV incidence of observation group was significantly lower than that of control group(x2=6.40,P<0.05).The PONV scores of postoperative T6 and T7 of observation group were significantly lower than those of control group(t=4.92,3.42,P<0.05),respectively.The HR and CI value at T4 of observation group were significantly higher than those of control group(t=0.73,0.64,P<0.05),while the SVV of observation group increased from T3 to T5,with significant differences(t=2.28,3.42,4.10,P<0.05),respectively.The intraoperative crystalline fluid input and total infusion volume decreased,while colloidal fluid input increased,and the differences of them between two groups were significant(t=15.10,12.36,8.19,P<0.05),respectively.The postoperative exhaust time,defecation time and feeding time of observation group were significantly earlier than these of control group(t=3.79,2.09,2.54,P<0.05),respectively.But there was no statistical difference in the length of stay between the two groups.Conclusion:GDFT,which is guided by LIDCOrapid hemodynamic monitor,may decrease the incidence of PONV of gynecological laparoscopic surgery and the severity of PONV within 12 hours after surgery.
5.Chairside digital design and manufacturing method for children's band and loop space maintainers
Qingzhao QIN ; Jia HU ; Xiaoxian CHEN ; Bingqing SHI ; Zixiang GAO ; Yujia ZHU ; Aonan WEN ; Yong WANG ; Yijiao ZHAO
West China Journal of Stomatology 2024;42(2):234-241
Objective This study proposes a chairside digital design and manufacturing method for band and loop space maintainers and preliminarily validates its clinical feasibility.Methods Clinical cases of 10 children requiring space maintenance caused by premature loss of primary teeth were collected.Intraoral scan data of the affected children were also collected to establish digital models of the missing teeth.Using a pediatric band and loop space maintainer de-sign software developed by our research team,a rapid personalized design of band and loop structures was achieved,and a digital model of an integrated band and loop space maintainer was ultimately generated.A chairside space maintainer was manufactured through metal computer numerical control machining for the experimental group,whereas metal 3D printing in the dental laboratory was used for the control group.A model fitting assessment was conducted for the space maintainers of both groups,and senior pediatric dental experts were invited to evaluate the clinical feasibility of the space maintainers with regard to fit and stability using the visual analogue scale scoring system.Statistical analysis was also performed.Results The time spent in designing and manufacturing the 10 space maintainers of the experimental group was all less than 1 h.Statistical analysis of expert ratings showed that the experimental group outperformed the control group with regard to fit and stability.Both types of space maintainers met clinical requirements.Conclusion The chairside digital design and manufacturing method for pediatric band and loop space maintainers proposed in this study can achieve same-day fitting of space maintainers at the first appointment,demonstrating good clinical feasibility and significant potential for clinical application.
6.CatBoost algorithm and Bayesian network model analysis based on risk prediction of cardiovascular and cerebro vascular diseases
Aimin WANG ; Fenglin WANG ; Yiming HUANG ; Yaqi XU ; Wenjing ZHANG ; Xianzhu CONG ; Weiqiang SU ; Suzhen WANG ; Mengyao GAO ; Shuang LI ; Yujia KONG ; Fuyan SHI ; Enxue TAO
Journal of Jilin University(Medicine Edition) 2024;50(4):1044-1054
Objective:To screen the main characteristic variables affecting the incidence of cardiovascular and cerebrovascular diseases,and to construct the Bayesian network model of cardiovascular and cerebrovascular disease incidence risk based on the top 10 characteristic variables,and to provide the reference for predicting the risk of cardiovascular and cerebrovascular disease incidence.Methods:From the UK Biobank Database,315 896 participants and related variables were included.The feature selection was performed by categorical boosting(CatBoost)algorithm,and the participants were randomly divided into training set and test set in the ratio of 7∶3.A Bayesian network model was constructed based on the max-min hill-climbing(MMHC)algorithm.Results:The prevalence of cardiovascular and cerebrovascular diseases in this study was 28.8%.The top 10 variables selected by the CatBoost algorithm were age,body mass index(BMI),low-density lipoprotein cholesterol(LDL-C),total cholesterol(TC),the triglyceride-glucose(TyG)index,family history,apolipoprotein A/B ratio,high-density lipoprotein cholesterol(HDL-C),smoking status,and gender.The area under the receiver operating characteristic(ROC)curve(AUC)for the CatBoost training set model was 0.770,and the model accuracy was 0.764;the AUC of validation set model was 0.759 and the model accuracy was 0.763.The clinical efficacy analysis results showed that the threshold range for the training set was 0.06-0.85 and the threshold range for the validation set was 0.09-0.81.The Bayesian network model analysis results indicated that age,gender,smoking status,family history,BMI,and apolipoprotein A/B ratio were directly related to the incidence of cardiovascular and cerebrovascular diseases and they were the significant risk factors.TyG index,HDL-C,LDL-C,and TC indirectly affect the risk of cardiovascular and cerebrovascular diseases through their impact on BMI and apolipoprotein A/B ratio.Conclusion:Controlling BMI,apolipoprotein A/B ratio,and smoking behavior can reduce the incidence risk of cardiovascular and cerebrovascular diseases.The Bayesian network model can be used to predict the risk of cardiovascular and cerebrovascular disease incidence.
7.Clinical Study on the Analgesic Effect of Electroacupuncture Combined with Indomethacin Suppository in Transvaginal Ultra-sound-Guided Oocyte Retrieval
Yixin WANG ; Yanyun YIN ; Yujia KOU ; Yumeng DONG ; Yanni ZHANG ; Zhihao GAO ; Xiaocui LIU
Journal of Nanjing University of Traditional Chinese Medicine 2024;40(6):628-632
OBJECTIVE To observe the auxiliary analgesic effect of electroacupuncture at Hegu and Neiguan combined with in-domethacin suppository in patients undergoing transvaginal ultrasound-guided oocyte retrieval(TUGOR and its effect on the outcome of in vitro fertilization(IVF.METHODS 64 IVF-ET patients undergoing TUGOR were randomly divided into a treatment group and a control group,32 cases in each group.One case dropped out of the treatment group during the treatment.The control group was given indomethacin suppository rectal administration,and the treatment group was given electroacupuncture at Hegu and Neiguan in addition to the treatment of the control group.The patients'tenderness threshold,VAS score,pain grade score,respiratory rate,and pulse rate were evaluated before and after TUGOR operation.The number of oocytes obtained,the rate of two pronuclei(2PN,embryo utiliza-tion rate,and high-quality embryo rate were evaluated after TUGOR operation.The adverse reactions of the two groups were monitored during and after operation.RESULTS After TUGOR operation,the VAS score and pain grade of the treatment group were signifi-cantly lower than those of the control group(P<0.01;the tenderness threshold of the two groups was significantly reduced after opera-tion(P<0.05,P<0.01,and the treatment group was better than the control group(P<0.05;the incidence of nausea during opera-tion,abdominal distension and nausea 48 h after operation in the treatment group were better than those in the control group(P<0.05;the high-quality embryo rate in the treatment group was better than that in the control group(P<0.05.CONCLUSION Electroacupuncture at Hegu and Neiguan combined with indomethacin suppository can effectively assist in analgesia,and can reduce the incidence of adverse reactions during and after TUGOR to varying degrees,and may have certain advantages in improving the rate of high-quality embryos.
8.A preliminary investigation of the key parameters of average value articulator based on mandibular movement trajectories in 100 adults with individual normal occlusion
Shenyao SHAN ; Yujia ZHU ; Junjie WANG ; Aonan WEN ; Zixiang GAO ; Qingzhao QIN ; Wenbo LI ; Yong WANG ; Yijiao ZHAO
Chinese Journal of Stomatology 2024;59(12):1228-1233
Objective:To explore the method of obtaining the key parameters of the average value articulator in healthy people based on mandibular movement trajectory data, with a view to providing a reference for the clinical application of the average value articulator.Methods:One hundred healthy volunteers (42 males and 58 females) with individual normal occlusion, aged 18-55 years old, who met the inclusion criteria were recruited from Beijing, and their mandibular movement trajectory data were collected. The left and right sagittal condylar inclination(SCI) and transversal condylar inclination(TCI) were obtained from the values of the articulator parameters which were generated in the mandibular movement analysis system.The SCI and TCI were grouped by gender and calculated separately for the two groups and the overall sample; the gender differences in the two parameters and the differences between the mean values of the two parameters and the average value articulator empirical values (35° for SCI and 15° for TCI) for the overall sample were compared.Results:The differences between SCI (35.8°±7.4°) and TCI [11.2° (11.3°)] in males and the corresponding parameters [35.6°±8.3° and 10.8° (9.5°), respectively] in females were not statistically significant ( t=0.10, P=0.922; Z=-0.60, P=0.552); the overall sample SCI (35.7°±7.9°) did not differ statistically from the average value articulator empirical value ( t=1.23, P=0.221), and the overall sample TCI [10.9° (10.3°)] was significantly smaller than the average value articulator empirical value ( W=5 825.00, P<0.001). Conclusions:The mandibular movement trajectory data of 100 adults with individual normal occlusion in this study shows that the gender factor does not affect the setting of the key parameters of the average value articulator, the SCI of the average value articulator empirical values is appropriate, and the TCI has the possibility of being on the large side. In the clinical use of the articulator to assist in the design of restorations, the parameter values should be rationally adjusted according to the actual situation of the patient′s dentition and mandibular movement.
9.Comparison of contents variation of six isoflavones in black beans, semifinished and finished Sojae Semen Praeparatum
Yuetong JIANG ; Congcong GAO ; Yujia ZHANG ; Yangyu OU ; Tingting ZHOU
Journal of Pharmaceutical Practice 2023;41(6):372-376
Objective To compare the contents variation of six flavonoids includingdaidzin,glycitin, genistin, daidzein, glycitein and genisteinin black beans, semifinished and finished Sojae Semen Praeparatum.Methods The contents of flavonoids were determined by HPLC,the condition were Diamonsil C18 column (4.6×250 mm, 5 μm) , column temperature 30 ℃, detection wavelength 260 nm, mobile phase 0.2% acetic acid water (A) - methanol (B), gradient elution, flow rate 1.0 ml/min.Results The linearity of this method to determine 6 isoflavones was good (r≥0.9993) within the determination range, and the recovery rate met the requirements. The RSD of precision, repeatability and stability experiment was less than 4%, 3%and 3%. The results of HPLC showed that the contents of six flavonoidsin Sojae Semen Praeparatum increased significantly compared with black beans. And, the contents of six flavonoids in finished Sojae Semen Praeparatum were slightly more than those in semifinished Sojae Semen Praeparatum. Conclusion The HPLC method established in this study could accurately determine the content of 6 isoflavones in Sojae Semen Praeparatum. The content of six isoflavones in black beans could be increased by the fermentation, and the combined isoflavones were transformed into free isoflavones during the fermentation process.
10.Deep learning-assisted construction of three-dimensional face midsagittal plane based on point clouds
Yujia ZHU ; Zhenguang LIU ; Aonan WEN ; Zixiang GAO ; Qingzhao QIN ; Xiangling FU ; Yong WANG ; Jinpeng CHEN ; Yijiao ZHAO
Chinese Journal of Stomatology 2023;58(11):1178-1183
Objective:To establish an intelligent registration algorithm under the framework of original-mirror alignment algorithm to construct three-dimensional (3D) facial midsagittal plane automatically. Dynamic Graph Registration Network (DGRNet) was established to realize the intelligent registration, in order to provide a reference for clinical digital design and analysis.Methods:Two hundred clinical patients without significant facial deformities were collected from October 2020 to October 2022 at Peking University School and Hospital of Stomatology. The DGRNet consists of constructing the feature vectors of key points in point original and mirror point clouds (X, Y), obtaining the correspondence of key points, and calculating the rotation and translation by singular value decomposition. Original and mirror point clouds were registrated and united. The principal component analysis (PCA) algorithm was used to obtain the DGRNet alignment midsagittal plane. The model was evaluated based on the coefficient of determination (R 2) index for the translation and rotation matrix of test set. The angle error was evaluated on the 3D facial midsagittal plane constructed by the DGRNet alignment midsagittal plane and the iterative closet point (ICP) alignment midsagittal plane for 50 cases of clinical facial data. Results:The average angle error of the DGRNet alignment midsagittal plane and ICP alignment midsagittal plane was 1.05°±0.56°, and the minimum angle error was only 0.13°. The successful detection rate was 78% (39/50) within 1.50° and 90% (45/50) within 2.00°.Conclusions:This study proposes a new solution for the construction of 3D facial midsagittal plane based on the DGRNet alignment method with intelligent registration, which can improve the efficiency and effectiveness of treatment to some extent.

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