By employing the analytic hierarchy process(AHP), the CRITIC method(a weight determination method based on indicator correlations), and the AHP-CRITIC hybrid weighting method, the weight coefficients of evaluation indicators were determined, followed by a comprehensive score comparison. The grey correlation analysis was then performed to analyze the results calculated using the hybrid weighting method. Subsequently, a backpropagation-artificial neural network(BP-ANN) model was constructed to predict the extraction process parameters and optimize the extraction process for Shenxiong Huanglian Jiedu Granules(SHJG). In the extraction process, an L_9(3~4) orthogonal experiment was designed to optimize three factors at three levels, including extraction frequency, water addition amount, and extraction time. The evaluation indicators included geniposide, berberine, ginsenoside Rg_1 + Re, ginsenoside Rb_1, ferulic acid, and extract yield. Finally, the optimal extraction results obtained by the orthogonal experiment, grey correlation analysis, and BP-ANN method were compared, and validation experiments were conducted. The results showed that the optimal extraction process involved two rounds of aqueous extraction, each lasting one hour; the first extraction used ten times the amount of added water, while the second extraction used eight times the amount. In the validation experiments, the average content of each indicator component was higher than the average content obtained in the orthogonal experiment, with a higher comprehensive score. The optimized extraction process parameters were reliable and stable, making them suitable for subsequent preparation process research.
Drugs, Chinese Herbal/analysis* ; Neural Networks, Computer

Big Data ; Humans ; Data Management

OBJECTIVE: To investigate the clinical efficacy and safety of venetoclax (VEN) in combination with hypomethylating agent (HMA) in the treatment of patients with high-risk myelodysplastic syndromes (MDS). METHODS: A total of 30 patients with high-risk MDS who received the combination of VEN and HMA from March 2019 to November 2022 were included. The overall response rate (ORR), modified overall response rate (mORR), overall survival (OS), progression-free survival (PFS), and adverse events of all included patients were evaluated. RESULTS: Among the 30 high-risk MDS patients treated with VEN combined with HMA regimen, 24 cases achieved complete response (CR)/ marrow complete response (mCR), 2 cases achieved partial response (PR), the ORR was 24/30, the median OS was 28.1 months, and the median PFS was 28.1 months. In addition, patients who achieved complete remission / marrow complete remission after treatment had a significantly longer OS than those who did not. Moreover, 12 patients were treated with allogeneic hematopoietic stem cell transplantation (allo-HSCT). There were grade 3 or higher hematologic adverse events including thrombocytopenia (14 cases), neutropenia (14 cases), febrile neutropenia (10 cases) and anemia (7 cases) as well as gastrointestinal adverse events of any grade, such as vomiting (7 cases), diarrhea (5 cases), and constipation (4 cases). CONCLUSION VEN in combination with HMA is an effective and safe treatment option in patients with high-risk MDS. This regimen combined with allo-HSCT can improve the prognosis of these patients. Continuous attention to the monitoring and management of adverse events is essential for the patients' safety in this combination therapy.
Humans ; Myelodysplastic Syndromes/drug therapy* ; Sulfonamides/therapeutic use* ; Bridged Bicyclo Compounds, Heterocyclic/therapeutic use* ; Female ; Male ; Treatment Outcome ; Middle Aged ; Aged ; Antineoplastic Combined Chemotherapy Protocols/therapeutic use* ; Adult

Objective:To investigate the predictive efficacy of brain natriuretic peptide(BNP),angiotensin Ⅱ(An-gⅡ),erythrocyte distribution width(RDW)and neutrophil/lymphocyte ratio(NLR)for postoperative left ventric-ular systolic dysfunction(LVSD)in patients with acute anterior myocardial infarction(AAMI).Methods:A total of 160 AAMI patients treated in our hospital from January 2018 to January 2022 were selected.According to left ventricular ejection fraction(LVEF)after percutaneous coronary intervention,they were divided into no LVSD group(LVEF＞40％,n=110)and LVSD group(LVEF≤40％,n=50).Baseline data were compared between two groups.Multivariate Logistic regression analysis was used to analyze influencing factors of postoperative LVSD in AAMI patients.Receiver operating characteristic(ROC)curve was used to analyze the predictive value of single and combined detection of BNP,AngⅡ,RDW and NLR for postoperative LVSD in AAMI patients.Results:Compared with no LVSD group,there were significant rise in levels of BNP[(347.52±82.66)pg/ml vs.(405.55±105.47)pg/ml],AngⅡ[(238.11±20.43)ng/ml vs.(254.58±22.53)ng/ml],RDW[(22.88±5.25)％vs.(25.52±5.58)％]and NLR[(4.34±1.09)vs.(5.31±1.50)]in LVSD group(P＜0.01 all);BNP,AngⅡ,RDW and NLR were independent risk factors for postoperative LVSD in AAMI patients(OR=2.002～3.692,P＜0.05 or＜0.01);predictive value of combined detection of BNP,AngⅡ,RDW and NLR for postoperative LVSD in AAMI patients was significantly higher than those of single detection[area under the curve(AUC):0.809 vs.0.650,0.696,0.641,0.694,P＜0.01 all].Conclusion:Left ventricular systolic function is closely associated with levels of BNP,AngⅡ,RDW and NLR in AAMI patients.Combined detection of the above indexes can effectively predict postoperative left ventricular systolic dysfunction in these patients.

Objective:To investigate the effect of recombinant human prourokinase combined with tirofiban on cardiac func-tion and prognosis in patients with acute ST-segment elevation myocardial infarction(ASTEMI)undergoing emergency percutaneous coronary intervention(PCI).Methods:A total of 156 ASTEMI patients undergoing PCI treated in our hos-pital from June 2019 to December 2020 were selected.They were equally divided into control group(received tirofiban in-jection during emergency PCI)and study group(received recombinant human prourokinase injection based on control group)according to random number table method.Two groups received the same medication before and after emergency PCI.Thrombolysis in myocardial infarction(TIMI)flow,TIMI myocardial perfusion grade(TMPG)before and after PCI,cardiac function indexes before and one week after PCI,incidence of major adverse cardiovascular events(MACE)and adverse reactions within 1-year follow-up were compared between two groups.Results:After PCI,compared with control group,there were significant rise in proportions of TIMI flow grade 3(51.28％vs.83.00％)and TMPG grade 3(51.28％vs.84.62％),left ventricular ejection fraction(LVEF)one week after PCI[(44.26±3.45)％vs.(49.17±2.92)％],and significant reductions in left ventricular end-diastolic diameter(LVEDd)[(56.47±2.54)mm vs.(51.32±2.55)mm],left ventricular end-systolic diameter(LVESd)[(41.86±2.49)mm vs.(36.01±1.68)mm]one week after PCI,incidence rates of MACE(24.36％vs.7.69％)and adverse reactions(10.26％vs.1.28％)within 1-year fol-low-up in study group(P＜0.05 or＜0.01).Conclusion:Recombinant human prourokinase combined with tirofiban can significantly improve cardiac function,reduce the incidence rates of MACE and adverse reactions,and improve the prog-nosis in ASTEMI patients after PCI,which is worthy of clinical reference.

Objective To investigate the prevalence of tension-type headache(TTH)in children and adolescents aged 0-19 years globally in 1990-2021,and to provide a basis for the prevention and treatment of TTH.Methods Based on the Global Burden of Disease Study data,the age-standardized prevalence distribution of TTH and its changing trend were analyzed among the children and adolescents aged 0-19 years,with different sexes,age groups,sociodemographic index(SDI)regions and countries/territories.Results The age-standardized prevalence rate(ASPR)of TTH in children and adolescents aged 0-19 globally in 2021 was 17 339.89/100 000,which was increased by 1.73%since 1990.The ASPR in females was slightly higher than that in males(1990:17 707.65/100 000 vs 16 403.78/100 000;2021:17 946.29/100 000 vs 16 763.09/100 000).The ASPR in adolescence was significantly higher than that in school-aged and preschool periods(1990:27 672.04/100 000 vs 10 134.16/100 000;2021:28 239.04/100 000 vs 10 059.39/100 000).Regions with high SDI exhibited a higher ASPR than the other regions,with significant differences in prevalence rates across different countries.From 1990 to 2021,there was a slight increase in global ASPR,with an average annual percentage change(AAPC)of 0.06%.Females experienced a smaller increase than males based on AAPC(0.04%vs 0.07%).There was reduction in ASPR in preschool and school-aged groups,with an AAPC of-0.02%,while there was a significant increase in ASPR in adolescence,with an AAPC of 0.07%.ASPR decreased in regions with low-middle and low levels of SDI,with an AAPC of-0.02%and-0.04%,respectively,while it increased in regions with middle SDI,with an AAPC of 0.24%.Conclusions There is a consistent increase in the ASPR of TTH in children and adolescents aged 0-19 years globally,with significant differences across sexes,age groups,SDI regions and countries/territories.

Objective:To analyze the effect of recombinant human thrombopoietin(rhTPO)on platelet(PLT)reconstitution after autologous peripheral blood stem cell transplantation(APBSCT)in patients with multiple myeloma(MM).Methods:The clinical data of 147 MM patients who were diagnosed in the First Affiliated Hospital of Soochow University and received APBSCT as the first-line therapy were retrospectively analyzed.According to whether rhTPO was used during APBSCT,the patients were divided into rhTPO group(80 cases)and control group(67 cases).The time of PLT engraftment,blood product infusion requirements,the proportion of patients with PLT recovery to ≥ 50 × 109/L and ≥ 100 × 109/L at+14 days and+100 days after transplantation,and adverse reactions including the incidence of bleeding were compared between the two groups.Results:There were no significant differences between the two groups in sex,age,M protein type,PLT count at the initial diagnosis,median duration of induction therapy before APBSCT,and number of CD34+cells reinfused(all P＞0.05).The median time of PLT engraftment in the rhTPO group was 10(6-14)days,which was shorter than 11(8-23)days in the control group(P＜0.001).The median PLT transfusion requirement in the rhTPO group during APBSCT was 15(0-50)U,which was less than 20(0-80)U in the control group(P=0.001).At+14 days after transplantation,the proportions of patients with PLT 2 50 × 109/L in the rhTPO group and the control group were 66.3％and 52.2％,while the proportions of patients with PLT ≥ 100 × 109/L were 23.8％and 11.9％,respectively,with no significant differences(all P＞0.05).At+100 days after transplantation,the proportion of patients with PLT ≥ 50 × 109/L in rhTPO group and control group was 96.3％and 89.6％,respectively(P＞0.05),but the proportion of patients with PLT ≥ 100 × 109/L in rhTPO group was higher than that in control group(75.0％vs 55.2％,P=0.012).There was no difference in the overall incidence of bleeding events in different locations during period of low PLT level of patients between the two groups.In rhTPO group,the rhTPO administration was well tolerated,and the incidences of abnormal liver and kidney function and infection were similar to those in the control group.Conclusion:When MM patients undergo first-line APBSCT,subcutaneous injection of rhTPO can shorten the time of platelet engraftment,reduce the transfusion volume of blood products,and be well tolerated,moreover,more patients have achieve a high level of PLT recovery after transplantation,which is very important for ensuring the safety of APBSCT and maintenance therapy.

Objective:To summarize the clinical characteristics of patients with combined pneumocystis jiroveci pneumonia (PJP ) after allogeneic hematopoietic stem cell transplantation (allo-HSCT ). Methods:The clinical manifestations,laboratory tests,imaging findings,and treatment outcomes of 21 allo-HSCT patients with PJP diagnosed at the First Affiliated Hospital of Soochow University and Soochow Hopes Hematology Hospital from July 2018 to July 2023 were retrospective analyzed.Results:Among the 21 patients,the male-to-female ratio was 2.5:1,and the median age was 36 years old with a range of 15-62 years.The median time to diagnosis of PJP after transplantation was 225 days.The clinical manifestations lack specificity,and the main clinical symptoms include respiratory symptoms (dyspnea,cough,sputum,etc.) and fever.Laboratory examination revealed peripheral blood lymphocyte counts decreased in 15 cases,CD4+T lymphocyte absolute values less than 200 cells/μl in 19 patients,C-reactive protein levels significantly increased in 20 patients,lactate dehydrogenase levels increased in 14 patients,and 1,3-β-D-glucan detection levels increased in 14 patients.Chest CT manifestations can be divided into three types:ground glass type,nodular type,and mixed type.Among them,the incidence of ground glass type was the highest (18/21),with 2 cases of nodular type and 1 case of mixed type.The sequence number of Pneumocystis jiroveci was detected through mNGS (15-57570),and 11 patients had mixed infections.In terms of treatment,TMP-SMX,Caspofungin,and methylprednisolone were administered,and 17 patients achieved improvement in their condition.Four patients died,all of whom died from respiratory failure.Conclusion:PJP is a critically ill condition after hematopoietic stem cell transplantation,and diagnosis is difficult.Early diagnosis can achieve better prognosis.The sensitivity of mNGS in diagnosing PJP is high,providing the possibility of early and accurate diagnosis for clinical practice,which is worthy of application and promotion.

AIM To explore the clinical effects of Yiqi Huoluluo Mingmu Decoction combined with Conbercept Ophthalmic Injection on patients with non-proliferative diabetic retinopathy.METHODS One hundred and sixty-seven patients were randomly assigned into control group(83 cases)for administration of Conbercept Ophthalmic Injection,and observation group(84 cases)for administration of both Yiqi Huoluluo Mingmu Decoction and Conbercept Ophthalmic Injection.The changes in clinical effects,miR-15b,CTGF,VEGF,hemodynamic indices(PSV,EDV,RI),visual field gray value,CMT,hemangioma count,blood spot area,BCVA,electroretinograms(amplitudes of a wave,b wave under light-dark adaptation),TCM symptom scores and incidence of adverse reactions were detected.RESULTS The observation group demonstrated higher total effective rate than the control group(P＜0.05).After the treatment,the two groups displayed increased miR-15b,PSV,EDV,BCVA,electroretinograms(P＜0.05),and increased CTGF,VEGF,RI,visual field gray value,CMT,hemangioma count,blood spot area,TCM symptom scores(P＜0.05),especially for the observation group(P＜0.05).No significant difference in incidence of adverse reactions was found between the two groups(P＞0.05).CONCLUSION For the patients with non-proliferative diabetic retinopathy,Yiqi Huoluluo Mingmu Decoction combined with Conbercept Ophthalmic Injection can improve hemodynamics,reduce fundus lesions,and regulate miR-15b,VEGF expressions.

Objective To construct a three-dimensional statistical shape model of the pelvis and analyze the individual variation and gender differences of the three-dimensional shape of the pelvis.Methods We collected CT data from 201 Chinese individuals and used deep learning to automatically reconstruct three-dimensional models of the pelvis.Through three-dimensional model registration,dense correspondence mesh mapping,and the use of statistical shape modelling(SSM)and principal component(PC)analysis method,we extracted models of variations(MoV)of pelvic shape changes and statistically compared the shape MoV between males and females.Results We analysed the top 10 principal components of shape variations,which accounted for 86.1％of the total variability.Among them,PC01,PC02,and PC04 showed significant differences between genders(P＜0.001),accounting for a total variability of 60.1％.PC08 and PC 10 demonstrated pelvic asymmetry,accounting for a total variability of 3.8％.Conclusion We constructed a three-dimensional statistical shape model of the pelvis in Chinese individuals,revealing the morphological variation and sex differences of Chinese pelvis.