OBJECTIVE: To construct a predictive model for the reduction in methadone maintenance treatment (MMT) and evaluate the effects of different interventions and other clinical factors on methadone reduction using Shapley additive explanations (SHAP). METHODS: Two clinical trials of acupuncture for methadone reduction in MMT patients were analyzed, and the baseline data, MMT related information, intervention measures, the data related to dose-reduction outcomes were collected. The predictive model was constructed by means of 6 machine learning algorithms including support vector machine (SVM), K-nearest neighbors (KNN), logistic regression (LR), Naive Bayes (NB), random forest (RF) and categorical-boosting (CatBoost), and 2 integration methods, blending-ensemble method (Blending) and Stacking-ensemble method (Stacking). SHAP was employed for the interpretability analysis of the optimal model. RESULTS: A total of 251 MMT patients were included, 128 cases in the acupuncture group and 123 cases in the non-acupuncture group. CatBoost and Stacking performed optimally in the test set. CatBoost obtained an accuracy of 0.780 0±0.060 8, a precision of 0.500 0±0.120 0, a recall of 0.818 2±0.140 2, F1 score of 0.620 7±0.114 0, and receiver operating characteristic-area under curve (ROC-AUC) of 0.857 8±0.140 2 for the subjects. In MMT patients with acupuncture as an adjunctive therapy, the top 5 important features for methadone reduction, included intervention measures, body mass index (BMI), the duration of MMT, the history of opioid use and occupation; and SHAP values were 1.25, 0.36, 0.21, 0.19 and 0.12, respectively. The SHAP feature dependence plot showed that BMI, MMT duration and the history of opioid use presented a nonlinear negative correlation with the reduction effect. CONCLUSION In acupuncture as adjunctive therapy for methadone reduction, the clinical factors should be considered comprehensively; and the interpretable predictive model provides a scientific basis for it, which is conducive to the improvement of clinical strategy of acupuncture for methadone reduction and the development of personalized reduction scheme.
Humans ; Methadone/therapeutic use* ; Acupuncture Therapy ; Adult ; Female ; Male ; Machine Learning ; Middle Aged ; Opiate Substitution Treatment ; Young Adult

The view of"inferior practitioner guarding the gate while the superior practitioner keeping the trigger"during the clinical practive was recorded in in Huang Di Nei Jing(Huangdi's Cannon of Medicine).This paper probes into the diagnosis and treatment of bi-syndrome from the perspecitve of"guarding the gate"and"keeping the trigger".It is proposed that the lesion of five body constituents(i.e.,skin,vessel,muscle,tendon,and bone)constitutes the injured"gate"of bi-syndrome,and the disharmony of qi and blood constitutes the"trigger"of the onset of bi-syndrome.The location of lesions will be found through examining the gate,and the state of qi and blood will be confirmed after checking the trigger.For the treatment of bi-syndrome,"guarding the gate"is to enable the normality of five body constituents,and"keeping the trigger"is to maintain the abundance and harmony movement of qi and blood,which cover the consideration of focal lesions and the regulation of holistic qi and blood."Guarding the gate"is as important as"keeping the trigger",and the two are interrelated.Only by carefully examining the gate of the lesions and strictly checking the trigger of qi-blood movement,it is possible to identify the deficiency of healthy qi and the excess of the pathogens,the nature of the pathogens and the severity of illness of bi-syndrome,and then the corresponding therapeutic methods can be performed to achieve the efficacy.The view of"guarding the gate"and"keeping the trigger"expands the clinical approach to the diagnosis and treatment of bi-syndrome.

Objective To develop a training curriculum for specialist nurses in oral implantology and to provide a theoretical basis for professional development.Methods In September 2022,based on literature reviews,interviews and group discussions were conducted to formulate an preliminary draft of the"Training Curriculum for Nursing Specialists in Oral Implantology",which included 6 primary domains and 23 secondary items.Between October and November 2022,Delphi method was employed to conduct 2 rounds of expert consultations with 17 dentists and nursing specialists in oral implantology.The initial draft was improved based on the results of consultation and a final version of the curriculum was concluded.Results The response rate of the two rounds of expert consultation was both of 100%with an expert authority coefficient at 0.873.The importance scores for the items in the two rounds of expert correspondence ranged from 4.31 to 5.00 and 4.47 to 5.00,respectively,with the coefficients of variation ranged from 0 to 0.16 and 0 to 0.14,respectively.The proportion of maximum scores in the two rounds of expert consultation ranged from 43.75%to 100.00%and 47.10%to100.00%,respectively,with Kendall W coefficients of 0.196 and 0.310,respectively,indicating statistically significant differences(all P<0.001).The finalised curriculum encompassed 6 primary domains and 30 secondary items.The primary domains included basic knowledge about oral implantation,perioperative care of oral implantation,care during restoration period of oral implantation,infection management of oral implantation,emergency management of oral implantation,and nursing management in oral implantation.Conclusion The curriculum developed for training of specialist nurses in oral implantology is scientifically valid and reliable.It is in line with the training requirements for the specialists in oral implantology and provides guidance for the professional training.

Objective To develop a training curriculum for specialist nurses in oral implantology and to provide a theoretical basis for professional development.Methods In September 2022,based on literature reviews,interviews and group discussions were conducted to formulate an preliminary draft of the"Training Curriculum for Nursing Specialists in Oral Implantology",which included 6 primary domains and 23 secondary items.Between October and November 2022,Delphi method was employed to conduct 2 rounds of expert consultations with 17 dentists and nursing specialists in oral implantology.The initial draft was improved based on the results of consultation and a final version of the curriculum was concluded.Results The response rate of the two rounds of expert consultation was both of 100%with an expert authority coefficient at 0.873.The importance scores for the items in the two rounds of expert correspondence ranged from 4.31 to 5.00 and 4.47 to 5.00,respectively,with the coefficients of variation ranged from 0 to 0.16 and 0 to 0.14,respectively.The proportion of maximum scores in the two rounds of expert consultation ranged from 43.75%to 100.00%and 47.10%to100.00%,respectively,with Kendall W coefficients of 0.196 and 0.310,respectively,indicating statistically significant differences(all P<0.001).The finalised curriculum encompassed 6 primary domains and 30 secondary items.The primary domains included basic knowledge about oral implantation,perioperative care of oral implantation,care during restoration period of oral implantation,infection management of oral implantation,emergency management of oral implantation,and nursing management in oral implantation.Conclusion The curriculum developed for training of specialist nurses in oral implantology is scientifically valid and reliable.It is in line with the training requirements for the specialists in oral implantology and provides guidance for the professional training.

Objective To investigate the diagnostic value of Bcl-2, miR-451 and Th17 cells in esophageal cancer and their relation with recurrence. Methods We selected 101 patients with esophageal cancer as the experimental group and 95 healthy patients as the control group. The correlation between the clinicopathological characteristics and the level of each peripheral blood index was analyzed. The ROC curve was used to analyze the diagnostic value of each peripheral blood index. Multiple linear regression analysis was used to analyze the relation between each index and tumor recurrence. Results Peripheral blood Bcl-2, miR-451 and Th17 cells in the experimental group were higher than those in the control group (all P < 0.05); differentiation degree, clinical stage, tumor diameter and lymph node metastasis were positively correlated with the levels of Bcl-2, miR-451, and Th17 cells (all P < 0.05). Bcl-2, miR-451 and Th17 cells in relapsed patients were higher than those in non-relapsed patients (all P < 0.05); after controlling other factors such as differentiation degree, clinical stage, tumor size and lymph node metastasis, the levels of Bcl-2, miR-451 and Th17 cells were significantly correlated with recurrence (all P < 0.05). Conclusion Bcl-2, miR-451 and Th17 cells in peripheral blood of esophageal cancer patients are abnormally expressed and their expression are closely related to differentiation degree, clinical stage and recurrence. The combined detection could provide an objective basis for clinical diagnosis and prognosis assessment.

BACKGROUND:Differences exist between the action execution of the dominant hand and the nondominant hand during daily lives. With the increasing of the age, the dominant hand and the nondominant hand play an equaly important role in the action execution and implementation during daily lives. Previous studies mainly focus on the muscle strength of upper limbs. However, studies on the influence of joint dynamic characteristics and trajectory deviation on the occupational activities have been increased gradualy. The three-dimension motion capture and analysis have become the reliable and valid standard of the assessment of the upper limb movement. OBJECTIVE:By using the three-dimensional kinematic analyze method, to colect the data of the healthy elderly people using the upper limbs to drink water respectively with the cups of different weights and to investigate whether there is a difference between dominant and nondominant hands under different weight-bearing conditions based on upper limb kinematics METHODS: Sixteen right-handed elder people were chosen to be the experimental subjects. The upper limb motion of drinking water with different weight was captured by Vicon Nexus. By Data modeling and trajectory filtering with pipeline and data normalizing with the Matlab, the three-dimensional angle and peak value of the velocity of the should, elbow and wrist joint in the bilateral upper limbs were analyzed and compared when lifting the cups of 100, 200 and 500 g. RESULTS AND CONCLUSION:The most significant difference could be found in the three-dimensional movement angle of the elbow joint when holding the weights: there were significant differences in 100 g horizontal plane (X axis) and sagittal plane (Z axis), 200 g frontal plane (Y axis) and sagittal plane (Z axis), and 500 g three-dimensional plane (P < 0.05). Difference could be found in the peak value of three-dimension angular velocity in the shoulder, elbow and wrist joints: 100 g (shoulder jointPx=0.01; elbow jointPy=0.048,Pz=0.007), 200 g (elbow jointPy=0.033,Pz=0.005; wrist joint Py=0.035), 500 g (elbow jointPy=0.027,Pz=0.006) had significant differences (P < 0.05). There was no significant difference in the movement angle and angular velocity when holding different weights with the ipsilateral upper limb (P > 0.05). These results show that there is a difference in the movement angle and angular velocity between the dominant hand and the nondominant hand when drinking water. A great change of movement angle could be found in the X axis of the elbow joint in the dominant hand, and a great change of the movement angle could be found in the Z axis of the elbow joint in the nondominant hand. The angluar velocity in the Y axis has better changes than in the Z axis. The size of the weights has no effect on the movement of bilateral upper limbs.

OBJECTIVETo investigate the predictors of local recurrence and survival in primary retroperitoneal leiomyosarcoma (PRLS).

METHODSA retrospective analysis was conducted on 46 cases of PRLS between August 2006 and April 2012. There were 9 male and 37 female patients, and they were 30-79 year old (median 49 year old). Kaplan-Meier estimations and Cox regression analyses were performed.

RESULTSThe tumor size were 5-36 cm, and 29 cases (63.1%) of this group was more than 10 cm. Local 3- and 5-year control rates after complete resection were 47% and 30%. FNCLCC (Fédération Nationale des Centres de Lutte Contre le Cancer) grading (RR = 3.10, 95%CI: 1.59-6.04), gender (RR = 5.30, 95%CI: 1.64-17.13) and blood loss (RR = 3.12, 95%CI: 1.28-7.60) were independent prognostic factor of local recurrence in multivariable analysis (P < 0.05). The 5-year disease-free survival rates after complete resection of PRLS was 26%; and the 5-year disease-specific survival (DSS) rates after complete resection was 48%. The median DSS was 60 months in negative margin of resection and 50 months in positive margin. However, by multivariate analysis, only FNCLCC grading was significant independent predictors of DSS (RR = 2.01, 95%CI: 1.16-3.49, P = 0.013).

CONCLUSIONSGender, FNCLCC grading and blood loss were independent prognostic factor of local recurrence. The disease-specific survival in PRLS varied significantly according to FNCLCC grading.

Adult ; Aged ; Female ; Follow-Up Studies ; Humans ; Kaplan-Meier Estimate ; Leiomyosarcoma ; pathology ; Male ; Middle Aged ; Neoplasm Recurrence, Local ; pathology ; Prognosis ; Retroperitoneal Neoplasms ; pathology ; Retrospective Studies ; Survival Rate