OBJECTIVE To explore the influencing factors for successful detoxification in patients undergoing methadone maintenance therapy. METHODS A retrospective selection of 161 methadone maintenance therapy patients from the South Branch of Zhongshan Second People’s Hospital （including methadone maintenance treatment sites in Shiqi District， Xiqu District， Development Zone of Zhongshan City） from January 1， 2012， to January 1， 2025， was conducted as the study object. Data collected included patients’ sociodemographic information， drug abuse history， laboratory test results， medication records， etc. Patients were divided into the unsuccessful detoxification group and the successful detoxification group based on whether methadone detoxification was achieved. Univariate， univariate Cox regression， and multivariate Cox proportional hazards regression were used for influencing factor analysis， and the Kaplan-Meier method was employed for survival analysis. RESULTS Among the 161 methadone maintenance therapy patients， 96 were in the successful detoxification group and 65 in the unsuccessful detoxification group， yielding a successful detoxification rate of 59.63%. Multivariate Cox proportional hazards regression analysis revealed that age， registered residence status， age at first drug use， and duration of drug abuse were key influencing factors for successful detoxification in methadone maintenance therapy patients （P＜0.05）. Specifically， the successful detoxification rate for patients with Zhongshan local registered residence was 8.364 times higher than that for patients with non-local registered residence； for every 1-year increase in patient age， the successful detoxification rate decreased by 22.7%； for every 1-year increase in age at first drug use， the successful detoxification rate rose by 33.4%； and for every 1-year increase in duration of drug abuse， the successful detoxification rate increased by 33.5%. Survival analysis showed that the successful detoxification rate in the methadone low-dose group （≤30.8 mg） was significantly higher than that in the methadone high-dose group （＞30.8 mg） （P＝0.015）， and the successful detoxification rate in the population with Zhongshan local registered residence was significantly higher than that in those with non-local registered residence （P＜0.001）. CONCLUSIONS Age， registered residence status， age at first drug use， and duration of drug abuse are key influencing factors for successful detoxification in patients undergoing methadone maintenance therapy， and the last methadone dose may be associated with successful detoxification.

Background: s/Aims: Distal pancreatectomy with splenectomy (DPS) is a common surgical procedure for pancreatic body cancer.However, spleen-preserving distal pancreatectomy (SPDP) utilizing the Warshaw technique (WT) in malignancies is generally not favored due to concerns about inadequate resection. This study aims to assess the feasibility and oncologic outcomes of employing SPDP with WT in pancreatic body cancer. Methods: We conducted a retrospective analysis comparing 21 SPDP patients with 63 DPS patients matched by propensity score from January 2018 to November 2022. Clinical outcomes and follow-up data were analyzed using R. Results: Both groups exhibited similar demographic, intraoperative, and pathological characteristics, with the exception of a reduced number of total lymph nodes (p = 0.006) in the SPDP group. There were no significant differences in the rates of postoperative complications, recurrence, or metastasis. Local recurrence predominantly occurred in the central region as opposed to the spleen region.There were no cases of isolated recurrences in the splenic region. Median overall survival and recurrence-free survival times were 51.5 months for SPDP vs 30.5 months for DPS and 18.7 months vs 16.8 months, respectively (p > 0.05). The incidence of partial splenic infarction and left-side portal hypertension in the SPDP group was 28.6% (6/21) and 9.5% (2/21), respectively, without necessitating splenic abscess puncture, splenectomy, or causing bleeding from perigastric varices. Conclusions SPDP did not negatively impact local recurrence or survival rates in selected pancreatic body cancer patients. Further studies are necessary for validation.

Background: s/Aims: Distal pancreatectomy with splenectomy (DPS) is a common surgical procedure for pancreatic body cancer.However, spleen-preserving distal pancreatectomy (SPDP) utilizing the Warshaw technique (WT) in malignancies is generally not favored due to concerns about inadequate resection. This study aims to assess the feasibility and oncologic outcomes of employing SPDP with WT in pancreatic body cancer. Methods: We conducted a retrospective analysis comparing 21 SPDP patients with 63 DPS patients matched by propensity score from January 2018 to November 2022. Clinical outcomes and follow-up data were analyzed using R. Results: Both groups exhibited similar demographic, intraoperative, and pathological characteristics, with the exception of a reduced number of total lymph nodes (p = 0.006) in the SPDP group. There were no significant differences in the rates of postoperative complications, recurrence, or metastasis. Local recurrence predominantly occurred in the central region as opposed to the spleen region.There were no cases of isolated recurrences in the splenic region. Median overall survival and recurrence-free survival times were 51.5 months for SPDP vs 30.5 months for DPS and 18.7 months vs 16.8 months, respectively (p > 0.05). The incidence of partial splenic infarction and left-side portal hypertension in the SPDP group was 28.6% (6/21) and 9.5% (2/21), respectively, without necessitating splenic abscess puncture, splenectomy, or causing bleeding from perigastric varices. Conclusions SPDP did not negatively impact local recurrence or survival rates in selected pancreatic body cancer patients. Further studies are necessary for validation.

Background: s/Aims: Distal pancreatectomy with splenectomy (DPS) is a common surgical procedure for pancreatic body cancer.However, spleen-preserving distal pancreatectomy (SPDP) utilizing the Warshaw technique (WT) in malignancies is generally not favored due to concerns about inadequate resection. This study aims to assess the feasibility and oncologic outcomes of employing SPDP with WT in pancreatic body cancer. Methods: We conducted a retrospective analysis comparing 21 SPDP patients with 63 DPS patients matched by propensity score from January 2018 to November 2022. Clinical outcomes and follow-up data were analyzed using R. Results: Both groups exhibited similar demographic, intraoperative, and pathological characteristics, with the exception of a reduced number of total lymph nodes (p = 0.006) in the SPDP group. There were no significant differences in the rates of postoperative complications, recurrence, or metastasis. Local recurrence predominantly occurred in the central region as opposed to the spleen region.There were no cases of isolated recurrences in the splenic region. Median overall survival and recurrence-free survival times were 51.5 months for SPDP vs 30.5 months for DPS and 18.7 months vs 16.8 months, respectively (p > 0.05). The incidence of partial splenic infarction and left-side portal hypertension in the SPDP group was 28.6% (6/21) and 9.5% (2/21), respectively, without necessitating splenic abscess puncture, splenectomy, or causing bleeding from perigastric varices. Conclusions SPDP did not negatively impact local recurrence or survival rates in selected pancreatic body cancer patients. Further studies are necessary for validation.

Objective To explore the predictive value of two models based on machine learning algorithms in predicting the initial and subsequent doses of tacrolimus in kidney transplant recipients. Methods A retrospective analysis was conducted on the medical records of 1 013 Chinese kidney transplant recipients at the First Affiliated Hospital of Sun Yat-sen University from January 2015 to April 2019, focusing on the initial and subsequent doses in kidney transplant recipients. Thirty-three variables were collected for the initial dose, and twenty-six variables for the subsequent dose. A genetic algorithm combined with a random-restart hill-climbing algorithm was used to determine a small number of key clinical variables through majority voting, and variables with Lasso regression coefficients less than the optimal variable coefficient threshold were further eliminated. The selected clinical variables were input into a cascaded deep forest (CDF) and TabNet deep neural network for analysis and comparison based on structured tabular data, and the leave-one-subject-out method was used for validation. Results A total of 613 recipients were included in the training set, and 116 recipients were in the external validation set. In the initial dose algorithm of tacrolimus, the clinical variables ultimately included target concentration, time from surgery to target concentration, body weight, gender, type of surgery, time from surgery to first dose, WuZhi capsule, calcium channel blocker, creatinine, hemoglobin and CYP3A5. In the subsequent dose algorithm, the clinical variables ultimately included target concentration, time from surgery to target concentration, WuZhi capsule, creatinine, alanine aminotransferase, aspartate aminotransferase, previous dose, previous dose concentration and time from surgery to previous concentration. Based on the above variables, the TabNet model showed better predictive performance than the CDF model: in the initial dose prediction, the accuracy of the predicted dose within ±20% of the actual dose was 0.801, and the fitting index R² was 0.436; in the subsequent dose prediction, the corresponding accuracy and R² were 0.939 and 0.902, respectively. The results of feature contribution showed that CYP3A5 and target concentration contributed the most to the prediction of initial dose, while previous dose and its corresponding concentration had the greatest impact on subsequent dose prediction. In addition, the results of independent external validation were also satisfactory. Conclusions The optimized TabNet predictive model may provide important reference for drug dose prediction based on machine learning algorithms in clinical practice.

Although there are continuous progresses in economy and society, the accelerated aging process has brought widespread impacts on various aspects of society and economy in China, especially on the supply of the working-age population. Effectively addressing labor force aging has become an urgent challenge for China's economic and social development. North American countries, particularly the United States and Canada, are also facing severe aging population issues, and have entered an aging society earlier than China. These countries have alleviated labor supply shortages through proactive immigration policies, while implementing flexible retirement, reemployment of elderly individuals, and vocational training policies to effectively encourage elderly workers to remain in their jobs. Additionally, the occupational health programs of large enterprises in North America have yielded positive returns on their health investments. Building upon an overview of the current situation and corresponding measures in response to the aging working-age population in North America, this paper presented constructive recommendations to address the aging population issue in China.

【Objective】 To investigate the protective effects of aflexible sleeve penile protection device on reducing postoperative pain and wound edema in patients after circumcision. 【Methods】 A total of 54 patients who underwent circumcision at Yan’an Branch of Peking University Third Hospital during Feb.1 and May 31, 2023 were enrolled.The patients were randomly divided into the experimental group and control group, with 27 patients in either groups.Patients in the experimental group were treated with a flexible sleeve penis protection device after surgery, and patients in the control group were treated with traditional gauze bandage after surgery.Postoperative pain, wound edema and complications were compared between the two groups. 【Results】 In terms of pain, the visual analogue scale of the experimental group was significantly lower at 6 hours [(1.7±0.9) vs.(3.3±1.9), P<0.001] and 2 days [(2.0±1.3) vs.(3.3±1.3), P<0.001] after surgery than that of the control group, but there were no statistically significant differences between the two groups on the 4th and 7th postoperative days (P>0.05).In terms of edema, the edema score of the experimental group was significantly lower than that of the control group on the 2nd postoperative day [(2.0±1.0) vs.(4.0±0.8), P<0.001] , the 4th postoperative day [(1.5±1.2) vs.(2.6±0.9), P<0.001] , and the 7th postoperative day [(0.9±1.3) vs.(2.3±1.5), P<0.001] .There was no statistically significant difference in the incidence of complications between the two groups (P>0.05). 【Conclusion】 The flexible sleeve penile protection device has significant effects of reducing early postoperative pain and reducing edema in patients undergoing circumcision.

Objective To investigate the clinical effect of rapamycin-eluting vertebral artery stent in the treatment of severe ostial vertebral artery stenosis(OV AS),and to analyze the incidence of postoperative in-stent restenosis(ISR).Methods A total of 96 patients with severe OVAS,who received stenting angioplasty at authors'hospital between November 2020 and May 2022,were retrospectively collected.The patients were divided into the observation group(n=48)and the control group(n=48).For the patients of the observation group implantation of rapamycin-eluting vertebral artery stent was carried out,while for the patients of the control group implantation of peripheral balloon dilatation bare metal stent(BMS)was performed.The perioperative basic data,the incidence of complications during follow-up period,and the postoperative incidence of ISR were compared between the two groups.Results Successful stent implantation was achieved in all patients of both groups.During perioperative period no complications such as transient ischemia attack(TIA),dropping-off or fracture of the stent,vertebral artery or stent-related stroke occurred.No statistically significant differences in the length and the diameter of the implanted stents,in the preoperative vertebral artery stenosis ratio,and in the postoperative residual stenosis ratio existed between the two groups(all P＞0.05).In both groups,the postoperative residual stenosis ratio was＜20％.The patients were followed up for a mean period of(12.33±5.82)months(range of 6-18 months),the incidence of postoperative vertebral artery or stent-related stroke in the observation group and the control group was 0％and 4.17％respectively,the difference between the two groups was not statistically significant(P＞0.05).The improvement of clinical symptoms such as dizziness,vertigo,etc.was observed in 47 patients of the observation group and in 45 patients of the control group,and no recurrent posterior circulation TIA or stent-related thrombotic event occurred.The incidence of postoperative restenosis in the observation group was 10.42％,which was significantly lower than 29.17％in the control group(P＜0.05).Conclusion Rapamycin-eluting vertebral artery stent can safely and effectively treat severe OVAS and reduce the incidence of postoperative ISR.(J Intervent Radiol,2024,33:275-279)