1.Construction on medication verification system based on the integration of image recognition and Raman spectros-copy
Min WANG ; Haitao LIU ; Zhuzhu PENG ; Shao LIU
China Pharmacy 2026;37(10):1341-1345
OBJECTIVE To construct a dual-verification system integrating image pre-screening and Raman spectroscopy for inpatient pharmacy unit-dose dispensing in response to the issue of recognition blind spots for drugs of “same appearance but different spectrum” by drug inspection machines. METHODS An image feature and Raman spectroscopy database, covering 296 oral medications, were established. Spectral matching was performed using a cosine similarity algorithm (decision threshold 0.95). A dual-verification system of “image pre-screening and Raman spectroscopy confirmation” was designed, and a self-controlled before-and-after study was conducted across 5 clinical wards. RESULTS The system achieved a mean recognition accuracy of 99.2% for all medications in the database, with 100% accurate identification of representative “same-appearance but different-spectrum” drugs. The average verification time per-unit in the experimental group (image recognition+Raman spectroscopy confirmation and verification) was reduced by 31.5%-43.3%, compared with the control group (image recognition+manual visual comparison with actual objects)( P <0.001). Nurses’ satisfaction scores in the dimensions of operational convenience, identification efficiency, verification confidence, and psychological stress relief in the experimental group were all significantly superior to those of the control group ( P <0.01). CONCLUSIONS The dual-verification system of “image pre-screening and Raman spectroscopy confirmation” effectively overcomes the technical limitations of conventional machine vision. It enhances work efficiency and staff satisfaction while ensuring medication safety.
2.A network-based prognostic prediction model for gastric signet ring cell carcinoma after laparoscopic surgery
Yujuan JIANG ; Xinxin SHAO ; Haitao HU ; Yiming LU ; Haikuo WANG ; Wangyao LI ; Yantao TIAN
Chinese Journal of General Surgery 2025;40(10):806-810
Objective:The purpose of this study was to develop a dynamic prediction model for patients with gastric signet ring cell cancer (GSRCC)following laparoscopic radical gastrectomy in order to improve the precision and usefulness of prognoses prediction for overall survival and disease-free survival.Methods:From 2011 to 2018, 914 National Cancer Center patients participated in the study. To find independent prognostic indicators and create a prognostic nomogram model, univariate and multivariate regression analyses were performed. Calibration curves, receiver operating characteristic curves, and consistency indices were used to assess the model's performance. To make clinical application more convenient, two web-based prediction tools were created.Results:A training set of 639 cases and a validation set of 275 instances were randomly selected from among the patients. Important predictive variables such as age, tumor size, location, pN and pT staging, and postoperative chemotherapy were all incorporated in the model (all P<0.05). The model's consistency index and area under the receiver operating characteristic curves were both higher than 0.7, and the calibration curves demonstrated a good fit between the expected and actual values, indicating high accuracy and consistency in postoperative survival prediction for patients with gastric signet ring cell carcinoma. Conclusion:We successfully developed two dynamic prediction models in this study, which improved its clinical practicability using web-based tools and is anticipated to be crucial to clinical practice going forward.
3.A network-based prognostic prediction model for gastric signet ring cell carcinoma after laparoscopic surgery
Yujuan JIANG ; Xinxin SHAO ; Haitao HU ; Yiming LU ; Haikuo WANG ; Wangyao LI ; Yantao TIAN
Chinese Journal of General Surgery 2025;40(10):806-810
Objective:The purpose of this study was to develop a dynamic prediction model for patients with gastric signet ring cell cancer (GSRCC)following laparoscopic radical gastrectomy in order to improve the precision and usefulness of prognoses prediction for overall survival and disease-free survival.Methods:From 2011 to 2018, 914 National Cancer Center patients participated in the study. To find independent prognostic indicators and create a prognostic nomogram model, univariate and multivariate regression analyses were performed. Calibration curves, receiver operating characteristic curves, and consistency indices were used to assess the model's performance. To make clinical application more convenient, two web-based prediction tools were created.Results:A training set of 639 cases and a validation set of 275 instances were randomly selected from among the patients. Important predictive variables such as age, tumor size, location, pN and pT staging, and postoperative chemotherapy were all incorporated in the model (all P<0.05). The model's consistency index and area under the receiver operating characteristic curves were both higher than 0.7, and the calibration curves demonstrated a good fit between the expected and actual values, indicating high accuracy and consistency in postoperative survival prediction for patients with gastric signet ring cell carcinoma. Conclusion:We successfully developed two dynamic prediction models in this study, which improved its clinical practicability using web-based tools and is anticipated to be crucial to clinical practice going forward.
4.Comparison of Jinzhen oral liquid and ambroxol hydrochloride and clenbuterol hydrochloride oral solution in the treatment of acute bronchitis in children: A multicenter, non-inferiority, prospective, randomized controlled trial.
Qinhua FAN ; Chongming WU ; Yawei DU ; Boyang WANG ; Yanming XIE ; Zeling ZHANG ; Wenquan SU ; Zizhuo WANG ; Changchang XU ; Xueke LI ; Ying DING ; Xinjiang AN ; Jing CHEN ; Yunying XIAO ; Rong YU ; Nan LI ; Juan WANG ; Yiqun TENG ; Hongfen LV ; Nian YANG ; Yuling WEN ; Xiaoli HUANG ; Wei PAN ; Yufeng LIU ; Xueqin XI ; Qianye ZHAO ; Changshan LIU ; Jian XU ; Haitao ZHANG ; Lie ZHUO ; Qiangquan RONG ; Yu XIA ; Qin SHEN ; Shao LI ; Junhong WANG ; Shengxian WU
Acta Pharmaceutica Sinica B 2024;14(12):5186-5200
The comparison between traditional Chinese medicine Jinzhen oral liquid (JZOL) and Western medicine in treating children with acute bronchitis (AB) showed encouraging outcomes. This trial evaluated the efficacy and safety of the JZOL for improving cough and expectoration in children with AB. 480 children were randomly assigned to take JZOL or ambroxol hydrochloride and clenbuterol hydrochloride oral solution for 7 days. The primary outcome was time-to-cough resolution. The median time-to-cough resolution in both groups was 5.0 days and the antitussive onset median time was only 1 day. This randomized controlled trial showed that JZOL was not inferior to cough suppressant and phlegm resolving western medicine in treating cough and sputum and could comprehensively treat respiratory and systemic discomfort symptoms. Combined with clinical trials, the mechanism of JZOL against AB was uncovered by network target analysis, it was found that the pathways in TRP channels like IL-1β/IL1R/TRPV1/TRPA1, NGF/TrkA/TRPV1/TRPA1, and PGE2/EP/PKA/TRPV1/TRPA1 might play important roles. Animal experiments further confirmed that inflammation and the immune regulatory effect of JZOL in the treatment of AB were of vital importance and TRP channels were the key mechanism of action.
5.Value of early radiotherapy for EGFR mutation-positive non-small cell lung cancer with brain metastasis in the era of third-generation targeted drugs: a single center retrospective study of 85 cases
Junlan WU ; Mianshun PAN ; Zhaoming MA ; Haitao LIU ; Yong LI ; Xianjun SHAO ; Yan WEI ; Qian YUE
Chinese Journal of Radiation Oncology 2024;33(3):212-217
Objective:To explore the reasonable timing of radiotherapy for epidermal growth factor receptor ( EGFR) mutation-positive non-small cell lung cancer patients with brain metastasis in the era of third-generation targeted drugs. Methods:Clinical data of EGFR mutation-positive non-small cell lung cancer patients with brain metastasis who received first-line treatment with third-generation targeted drugs and stereotactic radiotherapy at Shanghai Armed Police Corps Hospital from September 2019 to May 2022 were retrospectively analyzed. According to the timing of radiotherapy before / after targeted drug resistance, all patients were divided into the early and salvage radiotherapy groups. The proportion of brain metastasis, physical fitness, complete response rate, objective response rate, delaying the progression of brain metastasis and overall survival (OS) were compared between two groups. Kaplan-Meier method was used for survival analysis, log-rank test was used for univariate prognostic analysis, and factors with P <0.1 were included in Cox multivariate analysis. Results:A total of 85 patients were included, including 51 (60%) cases receiving early radiotherapy. Patients who participated in early radiotherapy had a higher proportion of symptomatic brain metastasis (82% vs. 56%, P=0.013) and poorer physical fitness (Kanofsky performance score <70: 61% vs. 26%, P=0.002) compared to patients who underwent salvage radiotherapy. Early radiotherapy significantly improved the complete response rate of intracranial lesions (35% vs. 12%, P=0.015) and objective response rate (88% vs. 71%, P=0.041), delayed the progression of brain metastasis (median intracranial progression free survival: 23.0 months vs. 16.0 months, P=0.005; median intracranial secondary progression free survival: 31.0 months vs. 22.0 months, P=0.021), and improved OS (median OS: 44.0 months vs. 35.0 months, P=0.046). In multivariate analysis, diagnosis-specific graded prognostic assessment score <2.5, mutation of EGFR exon 21, and salvage brain radiotherapy were adverse prognostic factors for OS. Conclusion:In the era of third-generation targeted drugs therapy, early involvement of stereotactic radiotherapy in non-small cell lung cancer patients with brain metastasis can bring greater clinical benefits.
6.Analysis of prognostic risk factors for patients with locally advanced gastric cancer in the stage ypT0~2N0M0 after neoadjuvant chemotherapy
Xinxin SHAO ; Weikun LI ; Haitao HU ; Yiming LU ; Yantao TIAN
Chinese Journal of Oncology 2024;46(12):1187-1194
Objectives:To analyze the long-term prognosis of patients with locally advanced gastric cancer in the stage of ypT0~2N0M0 after neoadjuvant chemotherapy.Methods:The clinical data of 78 patients with locally advanced gastric cancer who underwent neoadjuvant chemotherapy and radical resection at ypT0~2N0M0 stage from January 2012 to December 2019 in the Department of Abdominal Surgery/Pancreatic and Gastric Surgery of the Cancer Hospital of Chinese Academy of Medical Sciences were retrospectively analyzed. Kaplan-Meier method was used to calculate the overall survival and disease-free survival, and the survival difference between patients with postoperative ypT0N0M0 and ypT1~2N0M0 was compared. Multivariate Cox proportional hazards regression analysis was performed on clinical, pathologic and treatment measures that may affect survival.Results:Among the 78 patients, there were 18 cases (23.1%) with ypT0N0M0, 14 cases (17.9%) with ypT1aN0M0, 17 cases (21.8%) with ypT1bN0M0, and 29 cases (37.2%) with ypT2N0M0. Median follow-up time was 74.1 (19.8~132.5) months. Fourteen patients (17.9%) had tumor recurrence and metastasis, and 9 patients died from tumor recurrence and metastasis. The 5-year disease-free survival and overall survival rates were 84.4% and 87.8%, respectively. There was no statistically significant difference in 5-year overall survival (86.9% vs 87.8%) or 5-year disease-free survival (88.9% vs 83.2%) between patients with ypT0N0M0 and ypT1~2N0M0. Analysis of factors that may affect prognosis revealed that signet ring cell carcinoma, nerve invasion, and lymph node dissection of fewer than 16 were significantly associated with prognosis ( P<0.05). Multivariate Cox analysis including these three factors showed that only lymph node dissection of fewer than 16 was an independent risk factor affecting prognosis (OS: HR=10.44 ,95% CI: 2.15-50.72, P=0.004; DFS: HR=11.47, 95% CI: 2.85-46.20, P=0.001). Conclusions:The long-term prognosis of patients with locally advanced gastric cancer at ypT0~2N0M0 stage after neoadjuvant chemotherapy is relatively good, and the long-term survival time of patients with ypT1~2N0M0 and ypT0N0M0 is similar. Lymph node dissection of less than 16 nodes may be an independent risk factor affecting prognosis. During surgery, efforts should be made to increase the number of lymph node dissections. For patients with less than 16 nodes dissected, postoperative treatment and follow-up should be strengthened.
7.Analysis of prognostic risk factors for patients with locally advanced gastric cancer in the stage ypT0~2N0M0 after neoadjuvant chemotherapy
Xinxin SHAO ; Weikun LI ; Haitao HU ; Yiming LU ; Yantao TIAN
Chinese Journal of Oncology 2024;46(12):1187-1194
Objectives:To analyze the long-term prognosis of patients with locally advanced gastric cancer in the stage of ypT0~2N0M0 after neoadjuvant chemotherapy.Methods:The clinical data of 78 patients with locally advanced gastric cancer who underwent neoadjuvant chemotherapy and radical resection at ypT0~2N0M0 stage from January 2012 to December 2019 in the Department of Abdominal Surgery/Pancreatic and Gastric Surgery of the Cancer Hospital of Chinese Academy of Medical Sciences were retrospectively analyzed. Kaplan-Meier method was used to calculate the overall survival and disease-free survival, and the survival difference between patients with postoperative ypT0N0M0 and ypT1~2N0M0 was compared. Multivariate Cox proportional hazards regression analysis was performed on clinical, pathologic and treatment measures that may affect survival.Results:Among the 78 patients, there were 18 cases (23.1%) with ypT0N0M0, 14 cases (17.9%) with ypT1aN0M0, 17 cases (21.8%) with ypT1bN0M0, and 29 cases (37.2%) with ypT2N0M0. Median follow-up time was 74.1 (19.8~132.5) months. Fourteen patients (17.9%) had tumor recurrence and metastasis, and 9 patients died from tumor recurrence and metastasis. The 5-year disease-free survival and overall survival rates were 84.4% and 87.8%, respectively. There was no statistically significant difference in 5-year overall survival (86.9% vs 87.8%) or 5-year disease-free survival (88.9% vs 83.2%) between patients with ypT0N0M0 and ypT1~2N0M0. Analysis of factors that may affect prognosis revealed that signet ring cell carcinoma, nerve invasion, and lymph node dissection of fewer than 16 were significantly associated with prognosis ( P<0.05). Multivariate Cox analysis including these three factors showed that only lymph node dissection of fewer than 16 was an independent risk factor affecting prognosis (OS: HR=10.44 ,95% CI: 2.15-50.72, P=0.004; DFS: HR=11.47, 95% CI: 2.85-46.20, P=0.001). Conclusions:The long-term prognosis of patients with locally advanced gastric cancer at ypT0~2N0M0 stage after neoadjuvant chemotherapy is relatively good, and the long-term survival time of patients with ypT1~2N0M0 and ypT0N0M0 is similar. Lymph node dissection of less than 16 nodes may be an independent risk factor affecting prognosis. During surgery, efforts should be made to increase the number of lymph node dissections. For patients with less than 16 nodes dissected, postoperative treatment and follow-up should be strengthened.
9.Dose-response relationship of remimazolam for loss of consciousness during anesthesia induction in patients undergoing coronary artery bypass grafting
Xiaodong XU ; Ming JIN ; Haoran ZHANG ; Haitao SHAO ; Jing CHENG ; Hongqi LIN ; Hongdang XU
Chinese Journal of Anesthesiology 2023;43(11):1369-1372
Objective:To evaluate the dose-response relationship of remimazolam for loss of consciousness during anesthesia induction in the patients undergoing coronary artery bypass grafting (CABG).Methods:American Society of Anesthesiologists Physical Status classification Ⅲ or Ⅳpatients, aged 55-64 yr, with body mass index of 21-26 kg/m 2, scheduled for elective CABG under general anesthesia, were included in this study.The trial was conducted using the modified Dixon′s up-and-down method. The initial dose of remimazolam was 0.225 mg/kg, each time the concentration increased/decreased by 0.025 mg/kg in the next patient depending on whether or not the patients lost consciousness. Criteria for loss of consciousness was considered as the modified vigilance sedation score≤1 within 3 min after remimazolam administration. The 50% effective dose (ED 50), 95% effective dose (ED 95) and their 95% confidence interval ( CI) was analyzed by probit probability analysis method. Results:The ED 50 of remimazolam for loss of consciousness during anesthesia induction was 0.175 mg/kg, 95% CI was 0.163-0.185 mg/kg, ED 95 was 0.211 mg/kg, and 95% CI was 0.197-0.255 mg/kg. Conclusions:The ED 50 and ED 95 of remimazolam were 0.175 and 0.211 mg/kg respectively when used for loss of consciousness during anesthesia induction in the patients undergoing CABG.
10.Yangxinshi Tablets Versus Trimetazidine on Exercise Tolerance After Percutaneous Coronary Intervention: Rationale and Design of the Double-blind, Randomized HEARTRIP Trial
Yi LI ; Jian ZHANG ; Hong CHEN ; Yi ZHANG ; Jing LI ; Haichu YU ; Xiaoping MENG ; Haitao YUAN ; Lili SHAO ; Yaling HAN
Cardiology Discovery 2023;03(2):122-126
Improving exercise tolerance is indisputably beneficial for long-term survival in patients treated with percutaneous coronary intervention (PCI). Although previous studies suggested that Yangxinshi tablets effectively improve exercise tolerance in patients with coronary heart disease, the evidence is limited due to the lack of high-quality randomized trials. The Effects of Yangxinshi Tablets on Exercise Tolerance Compared with Trimetazidine in Patients after PCI (HEARTRIP) trial is a multicenter, double-blind, double-dummy, active drug-controlled, randomized trial designed to test if the effects of Yangxinshi tablets on exercise tolerance are non-inferior to those of trimetazidine in patients undergoing PCI. A total of 668 patients who have undergone PCI for the first time and completed a cardiopulmonary exercise test (CPET) will be enrolled and randomly assigned, in a 1:1 ratio, to receive Yangxinshi tablets (3 tablets, 3 times/d) plus trimetazidine-placebo or trimetazidine (20 mg, 3 times/d) plus Yangxinshi-placebo for 24 weeks. The primary endpoint is metabolic equivalent of tasks (METs) measured by CPET at 24 weeks after randomization. The secondary endpoints include comprehensive CPET indicators, incidence of major adverse cardiac and cerebrovascular events, and depression (Patient Health Questionnaire-9), anxiety (Generalized Anxiety Disorder-7), and quality of life (Seattle Angina Questionnaire) scores. This study will appraise current clinical evidence on the beneficial effect of Yangxinshi tablets on improving exercise tolerance after PCI and may substantiate their use as an effective pharmacological option for cardiac rehabilitation patients. The HEARTRIP study protocol received approval from the ethics committee of the General Hospital of Northern Theater Command (Shenyang, China). The procedures set out in this protocol are in accordance with the principles of the Declaration of Helsinki and the Good Clinical Practice guidelines. The results will be published following the guidelines of the CONSORT statement in a peer-reviewed scientific journal (Trial registration number: NCT03809273).

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