1.Construction and effectiveness evaluation of a closed-loop management system for dispensed oral drugs in the inpatient pharmacy based on SWOT analysis
Jia WANG ; Weihong GE ; Ruijuan XU ; Shanshan QIAN ; Xuemin SONG ; Xiangling SHENG ; Bin WU ; Li LI
China Pharmacy 2025;36(4):401-406
OBJECTIVE To improve the efficiency and quality of dispensed oral drug management in the inpatient pharmacy, and ensure the safety of drug use in patients. METHODS SWOT (strength, weakness, opportunity, threat) analysis method was used to analyze the internal strengths and weaknesses, as well as the external opportunities and threats in the construction of a closed-loop management system for dispensed oral drugs in the inpatient pharmacy of our hospital, and propose improvement strategies. RESULTS & CONCLUSIONS A refined, full-process, closed-loop traceability management system for dispensed oral drugs in the inpatient pharmacies was successfully established, which is traceable in origin, trackable in destination, and accountable in responsibility. After the application of this system, the registration rate of dispensed drug information and the correctness rate of registration content both reached 100%. The proportion of overdue drug varieties in the same period of 2024 decreased by 77.78% compared to March 2020, the inventory volume decreased by 29.50% compared to the first quarter of 2020, the per-bed medication volume decreased by 32.14% compared to the first quarter of 2020; the average workload per post in the same period of 2023 increased by 49.09% compared to 2019, the dispensing accuracy rate reached 100%, and the improvement rate of quality control problem increased by 25.25% compared to 2021. This system effectively improves the safety and accuracy of dispensed oral drug management in the inpatient pharmacy.
3.Study on the predictive value of heparin-binding protein combined with soluble growth-stimulating expression gene 2 protein for the prognosis of elderly patients with acute heart failure
Weilei WANG ; Fei WANG ; Shanshan SHENG ; Dong WANG ; Houqing WANG
Chongqing Medicine 2025;54(5):1166-1171
Objective To explore the predictive value of heparin-binding protein(HBP)combined with soluble growth-stimulated gene 2 protein(sST2)for the prognosis of elderly patients with acute heart failure(AHF).Methods A total of 338 elderly AHF patients who were treated in the Affiliated Hospital of Xuzhou Medical University and Kuitun Hospital of Ili Kazakh Autonomous Prefecture from April 2021 to March 2022 were selected as the research subjects.The patients were followed up for 1 year.According to whether the ma-jor adverse cardiovascular and cerebrovascular events(MACE)occurred during the follow-up period,they were divided into the MACE group and the non-MACE group,respectively.The baseline characteristics of the patients were recorded,laboratory indicators were detected,transthoracic color Doppler ultrasound examina-tion was completed,the risk factors affecting the prognosis of elderly patients with AHF,as well as the predic-tive value of HBP and sST2 for the prognosis of elderly patients with AHF were analyzed.Results Among the 338 elderly AHF patients,101 patients experienced MACE,and 237 patients did not.The levels of serum creatinine,NT-proBNP,troponin T,white blood cell count(WBC),left ventricular end-diastolic diameter(LVEDD),HBP,and sST2 in the MACE group were higher than those in the non-MACE group,while the left ventricular ejection fraction(LVEF)was lower than that in the non-MACE group,and the differences were statistically significant(P<0.05).LVEF was a protective factor for the occurrence of MACE(HR<1,P<0.05)and age,diabetes mellitus,creatinine,NT-proBNP,troponin T,LVEF,WBC,HBP,and sST2(HR≥1,P<0.05)were the influencing factors for the occurrence of MACE.The optimized model(Model 5)has the highest predictive efficiency for the prognosis of elderly patients with AHF,with an area under the curve(AUC)of 0.976(95%CI:0.962-0.990).Conclusion Both HBP and sST2 are independent risk factors for the occurrence of MACE in elderly AHF patients.The predictive model established by combining HBP and sST2 has a high predictive value.
4.Value of cerebral small vessel disease burden in predicting prognosis after endovascular therapy for acute ischemic stroke
Gao MA ; Zixin YIN ; Xiaoquan XU ; Shanshan LU ; Guangchen SHEN ; Yue CHU ; Sheng LIU ; Haibin SHI ; Feiyun WU
Chinese Journal of Radiology 2024;58(1):41-47
Objective:To assess the value of cerebral small vessel disease (CSVD) burden in predicting prognosis in acute ischemic stroke (AIS) patients with anterior circulation large vessel occlusion (LVO) after endovascular therapy (EVT).Methods:The study was a cross-sectional study. A total of 242 patients with AIS due to anterior circulation LVO received EVT in the First Affiliated Hospital of Nanjing Medical University from February 2018 to September 2022. The clinical and imaging data of all patients were analyzed retrospectively. On follow-up MRI within 7 days after EVT, CSVD features [white matter hyperintensity (WMH), lacune, perivascular space, cerebral microbleed, cerebral atrophy] and CSVD burden score (0-5) was evaluated. Modified Rankin scale (mRS) score at 90 days after EVT was assessed. Patients were categorized into a mild burden group (0-1 points) and a moderate-severe burden group (2-5 points) based on CSVD burden score. Meanwhile, patients were categorized into a good prognosis group (0-2 points) and a bad prognosis group (3-6 points) based on mRS score at 90 days after EVT. Mann-Whitney U test and χ2 test were used to compare the difference of clinical and imaging indexes between the 2 groups, and variables with P<0.1 in the univariate analysis were included in the multifactorial logistic regression to screen for independent factors to predict the prognosis. Results:There were 169 patients in the good prognosis group and 73 patients in the bad prognosis group out of 242 patients. Compared with the good prognosis group, age, incidence of hyperlipidemia, baseline National Institutes of Health Stroke Scale (NIHSS) scores, incidence of hemorrhagic conversion, CSVD burden scores, incidence of periventricular WMH scores of 3 and/or deep WMH scores≥2, and incidence of moderate-severe cerebral atrophy of patients in the bad prognosis group were higher, and the incidence of complete recanalization was lower (all P<0.05). Multivariate analysis showed hyperlipemia ( OR=8.438, 95% CI 1.691-42.119, P=0.009), baseline NIHSS score ( OR=1.103, 95% CI 1.047-1.162, P<0.001), complete recanalization ( OR=0.131, 95% CI 0.038-0.454, P=0.001) and hemorrhage transformation ( OR=1.952, 95% CI 1.031-3.697, P=0.040) were independent factors for the prognosis of EVT in patients with LVO AIS. There were 157 cases in the mild burden group and 85 cases in the moderate-severe burden group. The 90-day mRS score was higher in the moderate-severe burden group compared with the mild burden group ( Z=-2.24, P=0.025). Conclusion:CSVD burden has some clinical implications in predicting the prognosis of EVT in patients with anterior circulation LVO AIS.
5.Preparation and evaluation of immune effect of recombinant S1 protein based on SARS-CoV-2 beta variant
Zechang FAN ; Sheng FENG ; Mingzheng LIANG ; Shanshan MA ; Ningyi JIN ; Zhuo HA ; Huijun LU
Chinese Journal of Veterinary Science 2024;44(6):1133-1139
The codon sequence of the S1 protein of the SARS-CoV-2 Beta variant was optimized ac-cording to the preference of CHO cells and cloned into pSN expression vector to construct the re-combinant plasmid pSN-Beta-sl.Recombinant protein was expressed in CHO cells,identified using SDS-PAGE and Western blot,and purified through affinity chromatography.BALB/c mice were immunized with purified recombinant protein Beta-S1 combined with aluminum hydroxide adju-vant.Specific IgG antibody and its subtypes in serum and the cross-neutralization antibody activity against SARS-CoV-2 variants were evaluated.The results showed that the recombinant plasmid pSN-Beta-S1 was successfully constructed,and the recombinant protein Beta-S1 was produced u-sing the CHO cell expression system.The purified recombinant protein had a single band of about 120 kDa with the purity exceeding 85%and can bind to RBD pAb and strep-tag mAb.The recom-binant S1 protein showed good immunogenicity in BALB/c mice.The titers of specific IgG antibodies against RBD protein and S1 protein reached 1∶66 260 and 1∶133 120 on average 21 d after the third immunization,the antibody subtypes were mainly inclined to IgG1.Serum neutrali-zing antibody titer was 1∶629 for wild type,1∶1 720 for Beta,1∶374 for Delta,1∶77 for Omi-cron BA1 and 1∶101 for Omicron BA2.In this study,S1 recombinant protein of SARS-CoV-2 Beta variant was successfully expressed in CHO cell expression system and produced good immunoge-nicity and cross-neutralizing activity in BALB/c mice.These results provide a reference for the fur-ther development of broad-spectrum SARS-CoV-2 vaccine.
6.State of Art and Future Prospects of Complexity Assessment Systems for Cardiovascular Surgery
Kun ZHU ; Hang XU ; Shanshan ZHENG ; Zhaoji ZHONG ; Haining SUN ; Sheng LIU
Chinese Circulation Journal 2024;39(6):620-624
Cardiovascular surgery is still the preferred treatment for some congenital or acquired cardiovascular diseases.With the aging of China's population and the prevalence of unhealthy lifestyles brought about by the improvement of living standards,the burden of cardiovascular diseases is still steadily increasing and the volume of cardiovascular surgery continues to be at a high level,which puts forward a new demand for the prevention and treatment strategy of cardiovascular diseases and the allocation of medical resources.Cardiovascular surgery has many perioperative complications and high risk of mortality,a scientific surgical complexity scoring system can help clinicians fully assess the difficulty of surgery,stratify the risk of patient surgery,and formulate targeted and personalized diagnosis and treatment plans;meanwhile,it can help the health management department accurately grasp the overall diagnosis and treatment level of China's cardiovascular surgery,monitor the quality of medical care and provide a reference for the formulation and implementation of relevant medical policies.In this study,we systematically review the current status of evidence-based research on different cardiovascular surgical complexity assessment systems and summarize the application of machine learning in cardiovascular surgical assessment,with a view to contributing to the establishment of a cardiovascular surgical complexity assessment system applicable to the Chinese population.
7.Lower limb joint angle calculation algorithm based on convolutional neural network in X-ray films
Jingni LIU ; Yuwu SHENG ; Changxiu ZHAO ; Cunliang NIU ; Guoyuan HUANG ; Changdong XU ; Shanshan ZHAO ; Bin CHEN
Chinese Journal of Medical Physics 2024;41(8):996-999
A convolutional neural network-based algorithm is proposed for calculating lower limb joint angle in X-ray films.After identifying the region of interest of a specific category in X-ray films through Yolov5 object detection model,U-Net model is used to perform heat map regression for identifying the key feature points,and then the lower limb joint angle is calculated.The results show that the proposed algorithm has higher accuracy than the previous algorithms and can obtain accurate and reliable results,providing references for clinical research and practice.
8.Study on the Characteristics of Supramolecular"Imprinting Template"of Curcuma kwangsiensis and Curcuma phaeocaulis
Weilong ZHANG ; Yuchai WANG ; Ru QIAO ; Peng HE ; Shanshan LIANG ; Sheng LIU ; Yingyang TAN ; Yu TANG ; Limin GONG ; Fuyuan HE ; Xue PAN
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(6):123-129
Objective The characteristics of supramolecular"imprinting template"of volatile oil of Curcuma kwangsiensis and Curcuma phaeocaulis were analyzed and studied based on the supramolecular"qixi"theory of Chinese materia medica combined with chemometrics.Methods The volatile oil of C.kwangsiensis and C.phaeocaulis were extracted by steam distillation,and the fingerprint and composition information of each batch were obtained by GC-MS.Total statistical moment method was used to compare the imprinting characteristics of the"imprinting template"of C.kwangsiensis and C.phaeocaulis.The core index(CI)of each batch of essential oil of C.kwangsiensis and C.phaeocaulis was calculated,and the topological characteristics of types of"imprinting template"of C.kwangsiensis and C.phaeocaulis were compared by chemometrics.Results There was no significant difference in the extraction rate of volatile oil between C.kwangsiensis and C.phaeocaulis.The average values of total zero order moment(AUCT)were(1.907±0.177)×108,(1.979±0.413)×108 μV·s,respectively,showing that there was no significant difference in the total content of volatile oil between the two groups.The mean values of the total first order moment(MCRTT)were(30.969±0.962)and(33.198±0.409)min.The average value of total second order moment(VCRTT)was(56.176±11.368)and(43.891±4.113)min2,respectively,indicating that there were significant differences in the content ratio and species of volatile oils between the two groups.The similarity of total statistical moments of C.kwangsiensis and C.phaeocaulis was mostly lower than the defined value,indicating that the chemical composition and composition ratio of the volatile oil were different.Principal component analysis and orthogonal partial least squares discriminant analysis could obviously divide C.kwangsiensis and C.phaeocaulis into two categories.Through the analysis of P value and VIP value,the CI values of Xvp 4th order,Xvpc 5th order,Xvpc 6th order,Xvpc 7th order,Xvc 3rd order,Xvpc 4th order were the main difference values of C.kwangsiensis and C.phaeocaulis.Conclusion Through the characterization of"imprinting property"and"topological characteristics"of the supramolecular"imprinting template"and combining with chemometric analysis,it is possible to successfully distinguish C.kwangsiensis and C.phaeocaulis,and find the different CI values between two"imprinting templates".
9.Characteristics, outcomes and its relative risk factors in elderly recipients of heart transplantation: a single-center experience
Shanshan ZHENG ; Zhe ZHENG ; Jie HUANG ; Zhongkai LIAO ; Lin ZHANG ; Xiaonan FANG ; Sheng LIU
Chinese Journal of Organ Transplantation 2024;45(3):167-174
Objective:To explore the trends and outcomes for heart transplantation (HT) in elderly recipients and further examine the related risk factors.Methods:Between June 2004 and December 2021, retrospective review was conducted for the relevant clinical data and age distribution of 1044 HT recipients aged ≥18 year at Fuwai Hospital. The study population was assigned into two groups of elder (≥60 year, n=877) and non-elder (<60 year, n=157). Subgroup analysis was made between recipients aged <65 year (n=107) and those aged ≥ 65 year (n=50) in elder group. Baseline demographic profiles, clinical data, in-hospital and one-year post-transplant mortality and long-term survival were compared between two groups. Then a further comparison of long-term survival was conducted among the groups of non-elder, elder aged <65 year and elder aged ≥65 year. Cox proportional risk regression and multivariate Logistic regression models were utilized for examining the relevant risk factors for cumulative survival rate and short-term mortality. Kaplan-Meier analysis was employed for plotting survival curves and Log-rank test for comparison. Multivariate Cox proportional risk regression model was utilized for examining the relevant risk factors for cumulative survival rate and multivariate Logistic regression model for analyzing the relevant risk factors for short-term mortality. After adjusting for other confounding factors, the impact of recipient age on survival post-HT was determined.Results:The number of elderly HT recipients spiked annually at our center while average age of adult recipients and average age of elderly recipients have remained relatively constant. The median follow-up period was 6.5 years. Regarding baseline data, statistically significant differences existed in ratio of males [84.7%(113/157) vs 77.5%(687/877)], hypertension history [20.4%(32/157) vs 8.9%(79/877)], smoking history [47.1%(74/157) vs 36.1%(320/877)], diabetic history [33.8%(53/157) vs 14.7%(130/877)], preoperative ICD/CRT/CRT-D implantation [28.0%(44/157) vs 18.0%(160/877)], value of creatinine [(105.3±25.3) vs (96.8±35.0) μmol/L], IMPACT score [(6.9±2.4) vs (4.2±2.9) point], serum total bilirubin [19.7(13.6, 30.3) vs 23.7(15.8, 36.8) μmol/L], mean pulmonary arterial pressure [(26.0±10.3) vs (29.7±11.0) mmHg (1 mmHg=0.133 kPa)] and ischemic duration [(274.7±105.6) vs (296.0±120.4) min] (all P<0.05). No significant inter-group difference existed in in-hospital mortality [4.5%(7/157) vs 4.7%(42/887)] or 1-year mortality [5.7%(9/157) vs 6.5%(58/887)] ( P=0.88, P=0.70); in-hospital mortality and 1-year postoperative mortality of recipients aged ≥65 years 10.0%(5/50) and 14.0%(7/50) were both higher than those aged <65 year [1.9%(2/107), 1.9%(2/107)]. The differences were both statistically significant ( P=0.02, P<0.01). Kaplan-Meier survival analysis indicated that long-term survival rate was lower in elder group than that in non-elder group and the difference was statistically significant ( P=0.046). Long-term survival rate of elders aged ≥65 year was lower than that of non-elders aged <65 year and the difference was statistically significant ( P<0.01). Regression analysis indicated that age of recipient ≥65 year, preoperative creatinine ≥133 μmol/L, preoperative total bilirubin ≥25.65 μmol/L and preoperative support of extracorporeal membrane oxygenation (ECMO) were independent risk factors for short/long-term mortality post-HT. Conclusion:Although long-term prognosis of elderly recipients is slightly worse than that of non-elderly ones, in-hospital mortality and one-year postoperative mortality are similar between two groups. For elderly recipients with fewer comorbidities and better preoperative status, they should not be excluded from HT based solely upon age. The long-term prognosis of recipients aged ≥65 year remains poor and HT decisions should be made carefully.
10.Analysis of risk factors for kidney dysfunction after heart transplantation and its impact onprognosis
Shanshan ZHENG ; Zhongkai LIAO ; Sheng LIU ; Zhe ZHENG ; Yunhu SONG ; Jie HUANG
Chinese Journal of Organ Transplantation 2023;44(5):275-282
Objective:To summarize the incidence and long-term outcomes of postoperative renal dysfunction(RD) and explore the clinical predictors of postoperative RD to provide reference for preoperative evaluation and perioperative management of heart transplantation(HT).Methods:The relevant clinical data are retrospectively reviewed for 1 095 HT recipients.They are grouped into two groups of RD(352 cases)and non-RD(normal, 743 cases)according to whether or not RD occurred after HT.Two groups are compared to explore the clinical predictors associated with postoperative RD.For further examining the prognostic impact of perioperative renal dysfunction, the recipients are assigned into four groups based upon perioperative renal function.The long-term outcomes of four groups are compared.Results:The median follow-up period is 5.6 years.Among 352 RD patients (32.1%), there are new-onset(276 cases, 25.2%), occurring during postoperative hospitalization (99, 28.1%)and post-discharge until Year 1(111 cases, 31.5%).Compared with normal group, RD group have advanced age, greater body mass index(BMI), higher preoperative serum creatinine, longer cardiopulmonary bypass time, a higher ratio of male, diabetic history, preoperative RD, transplantation for previous graft failure, preoperative extracorporeal membrane oxygenerator(ECMO)and intra-aortic balloon pump(IABP); donors in this group had advanced age and higher ratio of male (all P<0.05).In terms of postoperative data, RD group had higher ratios of ECMO/IABP implantation, tracheostomy, infection, longer postoperative mechanical ventilation time, intensive care unit(ICU)stay and in-hospital stay than normal group( P<0.05).Long-term survival of patients with postoperative RD is significantly lower than that with postoperative normal kidney function( P<0.01).Long-term survival rate of patients with preoperative RD is significantly lower than that of those without preoperative RD, regardless of whether or not kidney function normalized postoperatively; long-term survival rate of patients with postoperative new-onset RD is significantly lower than that in those with normal kidney function( P<0.01).Advanced recipient age, higher BMI, existence of preoperative RD, postoperative cyclosporine dosing(versus tacrolimus)and cold ischemic time≥6 h are independent risk factors of RD post-HT. Conclusions:RD occurs predominantly within the first year post-HT.Advanced recipient age, higher BMI, existence of preoperative RD and cold ischemic time≥6 h are independent predictors of RD post-HT.The incidence of RD post-HT significantly affects perioperative and long-term survivals.

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