Prognostic value of the Second Revision of the International Staging System in patients with newly diagnosed transplant-eligible multiple myeloma / 中华内科杂志

Objective:To verify the predictive value of the Second Revision of the International Staging System (R2-ISS) in newly diagnosed patients with multiple myeloma (MM) who underwent first-line autologous hematopoietic stem cell transplantation (ASCT) in a new drug era in China.Methods:This multicenter retrospective cohort study enrolled patients with newly diagnosed MM from three centers in China (Beijing Chao-Yang Hospital, Capital Medical University; the First Affiliated Hospital, Sun Yat-Sen University, and the Second Affiliated Hospital of Naval Medical University) from June 2008 to June 2018. A total of 401 newly diagnosed patients with MM who were candidates for ASCT were enrolled in this cohort, all received proteasome inhibitor and/or immunomodulator-based induction chemotherapy followed by ASCT. Baseline and follow-up data were collected. The patients were regrouped using R2-ISS. Progression-free survival (PFS) and overall survival (OS) were analyzed. The Kaplan-Meier method was used to analyze the survival curve and two survival curves were compared using the log-rank test. Cox regression analysis were performed to analyze the relationship between risk factors and survival.Results:The median age of the patients was 53 years (range 25-69 years) and 59.5% (240 cases) were men. Newly diagnosed patients with renal impairment accounted for 11.5% (46 cases). According to Revised-International Staging System (R-ISS), 74 patients (18.5 %) were diagnosed with stage Ⅰ, 259 patients (64.6%) with stage Ⅱ, and 68 patients (17.0%) with stage Ⅲ. According to the R2-ISS, the distribution of patients in each group was as follows: 50 patients (12.5%) in stage Ⅰ, 95 patients (23.7%) in stage Ⅱ, 206 patients (51.4%) in stage Ⅲ, and 50 patients (12.5%) in stage Ⅳ. The median follow-up time was 35.9 months (range, 6-119 months). According to the R2-ISS stage, the median PFS in each group was: 75.3 months for stage Ⅰ; 62.0 months for stage Ⅱ, 39.2 months for stage Ⅲ, and 30.3 months for stage Ⅳ; and the median OS was not reached, 86.6 months, 71.6 months, and 38.5 months, respectively. There were statistically significant differences in PFS and OS between different groups (both P<0.001). Multivariate Cox regression analysis showed that stages Ⅲ and Ⅳ of the R2-ISS were independent prognostic factors for PFS ( HR=2.37, 95% CI 1.30-4.30; HR=4.50, 95% CI 2.35-9.01) and OS ( HR=4.20, 95% CI 1.50-11.80; HR=9.53, 95% CI 3.21-28.29). Conclusions:The R2-ISS has significant predictive value for PFS and OS for transplant-eligible patients with MM in the new drug era. However, the universality of the R2-ISS still needs to be further verified in different populations.

Multi-step influenza forecasting through singular value decomposition and kernel ridge regression with MARCOS-guided gradient-based optimization.

This research delves into the significance of influenza outbreaks in public health, particularly the importance of accurate forecasts using weekly Influenza-like illness (ILI) rates. The present work develops a novel hybrid machine-learning model by combining singular value decomposition with kernel ridge regression (SKRR). In this context, a novel hybrid model known as H-SKRR is developed by combining two robust forecasting approaches, SKRR and ridge regression, which aims to improve multi-step-ahead predictions for weekly ILI rates in Southern and Northern China. The study begins with feature selection via XGBoost in the preprocessing phase, identifying optimal precursor information guided by importance factors. It decomposes the original signal using multivariate variational mode decomposition (MVMD) to address non-stationarity and complexity. H-SKRR is implemented by incorporating significant lagged-time components across sub-components. The aggregated forecasted values from these sub-components generate ILI values for two horizons (i.e., 4-and 7-weekly ahead). Employing the gradient-based optimization (GBO) algorithm fine-tunes model parameters. Furthermore, the deep random vector functional link (dRVFL), Ridge regression, and gated recurrent unit neural network (GRU) models were employed to validate the MVMD-H-SKRR-GBO paradigm's effectiveness. The outcomes, assessed using the MARCOS (Measurement of alternatives and ranking according to compromise solution) method as a multi-criteria decision-making method, highlight the superior accuracy of the MVMD-H-SKRR-GBO model in predicting ILI rates. The results clearly highlight the exceptional performance of the MVMD-H-SKRR-GBO model, with outstanding precision demonstrated by impressive R, RMSE, IA, and U95 % values of 0.946, 0.388, 0.970, and 1.075, respectively, at t + 7.

To analysis the clinical characteristics and prognosis of multiple myeloma patients resisting to VRD(Bortezomib,Lenalidomide,Dexamethasone) / 肿瘤

Objective:To investigate the clinical features and prognosis of multiple myeloma(MM)patients who resisted to the combination of bortezomib,lenalidomide and dexamethasone(VRD). Methods:The clinical features and prognosis of 150 patients with newly diagnosed MM in Beijing Chaoyang Hospital who were treated with VRD from January 2015 to January 2020 were retrospectively analyzed by SPSS software. Results:Among a total of 150 MM patients,21 patients resisted to VRD,including 14 patients with primary refractory to VRD and 7 patients with early relapse.In the VRD-resistant group(n=21),the median age of patients was 58 years(37-70 years),and female patients were more common(61.9％);Durie-Salmon stage:17 patients were DS stage Ⅲ,4 patients were DS stage Ⅱ;44.4％of those patients were cytogenetic high risk.CD20 positive rate was higher in the VRD-resistant group(P=0.014).The overall survival(OS)of MM patients in the VRD-resistant group was significantly lower than that in the VRD-nonresistant group(34 months vs not achieved,P＜0.001).In the VRD-resistant group,the median OS of MM patients receiving autologous hematopoietic stem cell transplantation was significantly longer than that of non-transplant patients(34 months vs 16 months,P=0.038).Drug resistance and non-autologous transplantation are independent adverse prognostic factors for newly diagnosed MM patients receiving VRD induction chemotherapy.COX multivariate analysis showed that age＞65,cytogenetic high risk and non-autologous stem cell transplantation may be adverse prognostic factors for VRD-resistant MM patients. Conclusion:Positive CD20 was more common in MM patients with VRD resistence,which may indicate more aggressive biological characteristics in VRD-resistent MM patients.The VRD-resistent MM patients had poor prognosis,they can obtain disease remission from salvage chemotherapy including daratumumab,and the survival of them also can be improved after autologous stem cell transplantation.

The prognostic relationship between CD56 expression and newly diagnosed multiple myeloma / 中华内科杂志

Objective:To evaluate the prognostic value of CD56 expression in newly diagnosed MM (NDMM).Methods:A total of 332 NDMM patients were enrolled in Beijing Chaoyang Hospital, Capital Medical University from January 1, 2011 to January 1, 2021, with a median age of 60 years and a male to female ratio of 1.2∶1. CD56 expression on myeloma cells was detected by flow cytometry before induction therapy. Overall survival (OS) and progression-free survival (PFS) data were collected. In order to reduce the confounding factors, the propensity score matching technique was used to match CD56 positive versus negative patients at a ratio of 1∶1.Results:Among 332 patients, CD56 positivity rate was 65.1% (216/332). Patients with CD56 expression had significantly longer median OS (58.4 vs. 43.1 months, P=0.024) and PFS (28.7 vs. 24.1 months, P=0.013) than those with negative CD56. Univariate Cox proportional hazards regression analyses showed that CD56 expression was positively correlated with OS ( HR=0.644, 95 %CI 0.438-0.947, P=0.025) and a favorable prognostic factor for PFS ( HR=0.646, 95 %CI 0.457-0.913, P=0.013). The favorable effect of CD56 expression on PFS was confirmed in multivariate analysis ( HR=0.705, 95 %CI 0.497-0.998, P=0.049), but OS was not affected ( P>0.05).In the propensity score matching analysis, 194 patients with 97 in each group were identified. CD56 positivity consistently predicted longer PFS (34.2 vs.25.1 months, P=0.047), but not OS (63.4 vs.43.1 months, P=0.056). Conclusion:These results demonstrate that CD56 expression is a favorable prognostic factor for PFS of newly diagnosed MM patients.

Effects of storage time of bone marrow specimens on the detection results of plasma cells immunophenotyping by flow cytometry / 白血病·淋巴瘤

Objective To explore the effects of different storage time of bone marrow specimens on the expressions of different antigens in normal plasma cells (nPC) and clone plasma cells (cPC) by flow cytometry. Methods The bone marrow samples of 12 patients with multiple myeloma (MM) who were treated in Beijing Chaoyang Hospital from September 2017 to January 2018 were selected as MM group. The minimum residual disease (MRD) level in MM group was 10-3-10-2. The bone marrow samples of 12 patients without plasma cell diseases were used as control group. Bone marrow samples were anticoagulated with ethylenediaminetetraacetic acid dipotassium (EDTA-K2) and stored at 2-8 °C. The fluorescent antibodies CD56, CD138, CD45, CD38, CD117, CD81 and cκ, cλ, CD45, CD38, CD19, CD27 were labeled at 0, 24, 48 and 72 h, respectively. The average fluorescence intensity (MFI) of the above 10 antigens expressed in nPC and cPC was analyzed by Diva software. The proportion and absolute count of nPC in control group and cPC in MM group were analyzed. Results In control group, when stored for 24 h, compared with 0 h, the difference of MFI of antigens in nPC was not statistically significant (P ＞ 0.05). When stored for 48 h, compared with 0 h, the MFI of CD38, CD138, CD27, cκ and cλ in nPC decreased, and the differences were statistically significant (28 943±6 591 vs. 23 569±7 587, P＝ 0.018; 1 412±399 vs. 817±223, P＝ 0.014;12 855±3 734 vs. 9 210±3 660, P＝ 0.005; 26 712±9 025 vs. 17 247±5 078, P＝ 0.026; 17 707±8 633 vs. 8 307±3 158, P ＝ 0.049); the MFI of CD45 increased, and the difference was statistically significant (7 694± 2 525 vs. 9 184±1 332, P ＝ 0.037). When stored for 72 h, compared with 0 h, the MFI of cκ and cλ increased, but the differences were not statistically significant (both P ＞ 0.05). In MM group, when stored for 24 h, compared with 0 h, the difference in MFI of antigens in cPC was not statistically significant (P＞ 0.05). When stored for 48 h, compared with 0 h, the MFI of CD38, CD138, CD81, cκ and cλ decreased, and the differences were statistically significant (16 664±11 744 vs. 10 130±10 026, P＝ 0.003; 2 041±1 145 vs. 1 371±696, P＝ 0.047; 2 679±784 vs. 1 524±1 153, P＝ 0.025; 29 102±18 138 vs. 18 372±10 327, P＝0.038; 16 314±12 728 vs. 9 752±6 271, P＝0.034). When stored for 72 h, compared with 0 h, the MFI of cκ and cλ increased, but the differences were not statistically significant (both P＞ 0.05). The absolute count of nPC and cPC gradually decreased with the prolongation of the storage time, and the difference was statistically significant (both P<0.05) when stored for 0 h and 24 h. There was no significant difference in the percentage of nPC and cPC among different storage time (all P ＞ 0.05). Conclusion Different storage time of bone marrow samples has effects on the MFI of antigens and absolute count of nPC and cPC, and the detection should be completed within 48 h.

Application and effect evaluation of logistics robots in hospital pharmacy intravenous distribution / 中华医院管理杂志

Taking the application of logistics robots in intravenous drug distribution at our hospital as an example, this paper discussed the application effect of hospital logistics robots in actual operation, and discussed how to use data analysis to carry out a comprehensive scientific evaluation of the work effect of hospital logistics robots. The results showed that the hospital logistics robots can take charge of the daily heavy workload by using of unmanned technology. And at the same time, the transportation of medical materials by such means ensures the safety of transportation. It can also realize the whole process monitoring and closed-looping of transportation information. Analysis of operational data proves that the use of hospital logistics robots conforms to the expectation of higher quality requirements in hospital logistics, thus strengthening and improving the level of modern management of hospital logistics.

Comparison of minimal residual disease in multiple myeloma patients detected by 8-color panels and next generation flow cytometry / 中华血液学杂志

Objective@#To compare the sensitivity of 8-color panels and next generation flow cytometry (NGF) for detecting minimal residual disease of multiple myeloma patients.@*Methods@#8-color-membrane antigens (8C-Mem) panel was built including CD45, CD38, CD138, CD19, CD56, CD81, CD27 and CD117 to identify the plasma cells, while 8-color-cytoplasmic antigens (8C-Cyto) panel was built including CD45, CD38, CD138, CD19, CD56, CD81, cKappa (cK) and cLambda (cλ) , and 8-color-two-tubes (8C-2tubes) panel were built including 8C-Mem and 8C-Cyto panels, the data of three groups was analyzed by Diva software. NGF uses Infinicyt software to fuse 8C-2tubes data to further analyze the expression of plasma antigens. Bone marrow aspiration obtained from 20 controls and 76 multiple myeloma patients who achieved complete remission were measured and analyzed.@*Results@#Positive MRD samples were discriminated in 88.2% of the specimen evaluated through either abnormal plasma cells (aPCs) or clonal plasma cells (cPCs) by NGF antigens panel, Among of them, consistency was 94.7%. The median percentage of cPCs was 0.3530%, The lowest sensitivity of NGF was 0.0003%. In 8-color panels, the positive MRD rates of 8C-Mem, 8C-Cyto and 8C-2tubes panels were 84.2%, 85.5% and 86.8%, respectively, which lower than that of NGF (P<0.001) . The positive MRD rate of 8C-Mem and 8C-Cyto panels were lower than that of 8C-2tubes panel (P<0.001) , and the positive MRD rate of 8C-Mem panel was lower than that of 8C-Cyto panel (P<0.001) . Sensitivity and specificity of NGF was higher than that of 8-color panels. 8C-2tubes panel has the best sensitivity, accuracy, negative predicted value, positive predicted value and specificity than other 8-color panels. However, huge data and low efficiency for analysis is the disadvantage. 8C-Cyto panel was the second choice, and 8C-Mem panel was the last.@*Conclusions@#Membrane and cytoplasmic light chain is a better method for multiple myeloma-MRD detection and NGF panel is an ideal approach. 8C-Cyto panel is recommended in 8-MFC groups.

The thorough thinking about the basic request of medical university mathematics course teaching / 中华医学教育探索杂志

The meaning,the principle and concrete methods of researching and establishment of the basic request university mathematics course teaching of medicine profession is discussed. By the analysis of the present constitution of mathematics course in medical education,the author points out the establishment such basic request has certain theoretical value and practical meaning.He has also discussed some principle and the methods to realize this value and meaning.

Expression of macrophage inflammatory protein-2 in liver injury induced by ischemia and reperfusion in rat / 中国普通外科杂志

Objective To study the expression and effect of macrophage inflammatory protein-2(MIP-2) in liver injury induced by ischemia/reperfusion(I/R). Methods Thirty-two rats were randomly divided into 4 groups(8 rats in each group):false operation (control) group and 3, 9, 24 hours reperfusion group.The expression of MIP-2 mRNA in hepatic tissue, MIP-2 protein in plasma, the neutrophil infiltration in liver tissue and serum ALT were measured. Results The expression of MIP-2 mRNA in the ischemic tissue was significantly higher than that in nonischemic tissue (P

Survey of Rational Drug Use for Twenty Diseases / 中国药房

OBJECTIVE: To understand the current situation of clinical drug use and to inspect the rationality of drug use and survey indices. METHODS: Twenty common diseases(1 530 cases ) treated in this hospital in 1995 were selected. Patierits were divided into three groups according to the sources of expenses: free of charge, self - expense, public - expense or into cases of internal medical and surgical departments. Using selected drug use indicators(SDUI) and self - designed indices, clinical drug use were surveyed and analyzed. RESULTS: There were no significant differences between each group jn main indices. It showed that irrational drug use was only different in degree. CONCLUSION: ①The indices adopted are practicable and rational for surveying and studying the rational drug use objectively. ②In any health care system and in any disease, the irrational drug use was serious.