Objective To analyze the relationship between clinical drug utilization and the risk of nosocomial infections among hospitalized patients,and provide evidence for the prevention and control of nosocomial infections.Methods This study adopted a retrospective case-control design.The case group included 209 patients with nosocomial infection reported from January 2023 to December 2023 in a tertiary hospital.The control group included 209 patients without nosocomial infection during the same period.The patients in the control group were selected by stratified sampling based on Charlson Comorbidity Index(CCI).Results Univariate analysis showed that proton pump inhibitors,antacids,immunosuppressants and prior antimicrobial combination therapy increased the risk of nosocomial infection(P＜0.05).Multivariate log-binomial regression analysis showed that proton pump inhibitors,immunosuppressive drugs,and prior antimicrobial combination therapy were correlated with nosocomial infection.The corresponding relative risk(RR)was 1.31(95％CI:1.07-1.60),1.40(95％CI:1.02-1.91),and 1.66(95％CI:1.01-2.74),respectively.Further analysis indicated that the patients with nosocomial infection had longer time in use of proton pump inhibitors and prior antimicrobial combination therapy than the patients in the control group(Z=-6.331,P＜0.001;Z=-2.667,P=0.008).The trend Chi-square test showed that there was a dose-response relationship for proton pump inhibitors(x2=73.869,P＜0.001),immunosuppressive drugs(x2=16.530,P＜0.001),and prior antimicrobial combination therapy(x2=35.107,P＜0.001).Conclusions The use of immunosuppressants,proton pump inhibitors and antimicrobial combination therapy increases the risk of nosocomial infections in hospitalized patients.The prolonged use of these drugs will further increase the risk of nosocomial infection.

AIM:To investigate the antitumor activity and targets of baicalein(Bai)in pancreatic cancer using network pharmacology combined with in vitro and in vivo experiments.METHODS:The targets of Bai and pancreatic can-cer were analyzed via multi-data screening.A protein-protein interaction network was constructed using STRING,and core targets were identified via Cytoscape.Functional enrichment was analyzed by Gene Ontology(GO)and Kyoto Ency-clopedia of Genes and Genomes(KEGG).Antitumor effects of Bai were assessed in pancreatic cancer cells Aspc-1 and Bxpc-3 using MTT and colony formation assays for proliferation,flow cytometry for apoptosis and cell cycle analysis,and Transwell assays for migration and invasion.A xenograft tumor model was established to evaluate tumor proliferation,im-munohistochemistry was performed to detect the protein expression of AKT in tumor tissues,and Western blot was used to analyze the expression levels of AKT,β-catenin,N-cadherin and Slug.RESULTS:A total of 108 overlapping targets were identified between Bai and pancreatic cancer.Among these,7 core targets were recognized,including proto-onco-gene tyrosine-protein kinase Src,heat shock protein 90 alpha family class A member 1(HSP90AA1),estrogen receptor 1(ESR1),tumor protein p53(TP53),epidermal growth factor receptor(EGFR),AKT1,and mitogen-activated protein ki-nase 3(MAPK3).The GO analysis revealed significant enrichment in oxidative stress response,protein phosphorylation,and serine/threonine kinase activity.The KEGG analysis primarily enriched the PI3K/AKT,MAPK and Ras signaling pathways.The MTT and colony formation assays showed that Bai inhibited the viability of Aspc-1 and Bxpc-3 cells in a dose-dependent manner(72 h IC50 values were 73.6 μmol/L and 83.4 μmol/L,respectively)and reduced cell colony for-mation(P<0.05 or P<0.01).Flow cytometry confirmed that Bai induced apoptosis of Aspc-1 and Bxpc-3 cells(P<0.01)and blocked the cell cycle at the G0/G1 phase(P<0.05 or P<0.01).Transwell experiments indicated that Bai inhibited the migration and invasion of Aspc-1 and Bxpc-3 cells(P<0.05 or P<0.01).In vivo,Bai significantly inhibited the growth of Aspc-1 cell xenograft tumors(P<0.01).Immunohistochemistry revealed a significant reduction in AKT expression in tu-mor tissues(P<0.01),and Western blot showed decreased expression of AKT,β-catenin,N-cadherin and Slug in both Aspc-1 and Bxpc-3 cells(P<0.01).CONCLUSION:Baicalein inhibits pancreatic cancer cell proliferation,migration,and invasion,potentially through down-regulation of AKT,β-catenin,N-cadherin,and Slug expression.

Objective To construct machine learning models to predict the incidence of linezolid-induced thrombocytopenia(LIT).Methods A total of 198 patients treated with linezolid in a hospital between January 2020 and March 2024 were retrospectively included.Firstly,the patients were divided into LIT and non-LIT groups,and the basic characteristics of the two groups were compared.Then,the variables with significant differences between the two groups were selected as potential risk factors to construct models for predicting LIT,including Logistic regression,decision tree and random forest models,and the prediction performance of the models was evaluated and compared.Results There were 52(26.3％)patients developed LIT during the treatment.The univariate analysis showed significant differences in linezolid trough concentration(Cmin),baseline platelet counts and creatinine clearance,the incidence of cerebrovascular disease,acute respiratory distress syndrome,and abdominal infection in patients with and without LIT.Among the three models built based on these variables,the random forest model has the best predictive performance.The results of variable importance analysis based on random forest model showed that Cmin,baseline platelet count and combined with acute respiratory distress syndrome had higher importance scores.Conclusions The random forest model has high accuracy in predicting the occurrence of LIT,and the risk of LIT is higher in patients with higher levels of linezolid exposure and lower baseline platelets.

Objective To analyze the urban drinking water quality and its influencing factors in Anhui Province from 2014 to 2022, and to provide a scientific basis for water quality improvement and protection. Methods The data were collected, saved and monitored according to the Standard Test Method for Drinking Water (GB/T5750-2006) and evaluated according to the Hygienic Standard for Drinking Water (GB 5749-2006). Results A total of 20 941 samples were collected, and the overall qualified rate was 84.26%. The qualified rate of urban drinking water increased from 76.9% in 2014 to 93.3% in 2022, and the qualified rate of water quality was on the rise (χ²=544.43, P＜0.01). From 2014 to 2022, the qualified rate of water quality in dry season was higher than that in wet season (χ²=35.98, P<0.001), the qualified rate of surface water was higher than that of ground water (χ²=4440.8, P<0.001), and the qualified rate of peripheral tap water was higher than that of factory water (χ²=145.1, P<0.001). Among all kinds of disinfection methods, chlorination disinfection had the highest qualified rate (χ²=1483.8, P<0.001). The qualified rate of water quality increased with the increase of the scale of water plant. Among the inspected indicators, the main unqualified indicators were chlorine dioxide (7.72%), fluoride (7.41%), free residual chlorine (3.90%), and total bacterial count (2.13%). Conclusion The passing rate of urban drinking water quality in Anhui Province is on an upward trend, and the quality of urban drinking water has improved. However, it is still important to pay attention to the problem of excessive microorganism and fluoride in water, and the quality of drinking water varies from place to place.

Objective To construct machine learning models to predict the incidence of linezolid-induced thrombocytopenia(LIT).Methods A total of 198 patients treated with linezolid in a hospital between January 2020 and March 2024 were retrospectively included.Firstly,the patients were divided into LIT and non-LIT groups,and the basic characteristics of the two groups were compared.Then,the variables with significant differences between the two groups were selected as potential risk factors to construct models for predicting LIT,including Logistic regression,decision tree and random forest models,and the prediction performance of the models was evaluated and compared.Results There were 52(26.3％)patients developed LIT during the treatment.The univariate analysis showed significant differences in linezolid trough concentration(Cmin),baseline platelet counts and creatinine clearance,the incidence of cerebrovascular disease,acute respiratory distress syndrome,and abdominal infection in patients with and without LIT.Among the three models built based on these variables,the random forest model has the best predictive performance.The results of variable importance analysis based on random forest model showed that Cmin,baseline platelet count and combined with acute respiratory distress syndrome had higher importance scores.Conclusions The random forest model has high accuracy in predicting the occurrence of LIT,and the risk of LIT is higher in patients with higher levels of linezolid exposure and lower baseline platelets.

Objective To analyze the relationship between clinical drug utilization and the risk of nosocomial infections among hospitalized patients,and provide evidence for the prevention and control of nosocomial infections.Methods This study adopted a retrospective case-control design.The case group included 209 patients with nosocomial infection reported from January 2023 to December 2023 in a tertiary hospital.The control group included 209 patients without nosocomial infection during the same period.The patients in the control group were selected by stratified sampling based on Charlson Comorbidity Index(CCI).Results Univariate analysis showed that proton pump inhibitors,antacids,immunosuppressants and prior antimicrobial combination therapy increased the risk of nosocomial infection(P＜0.05).Multivariate log-binomial regression analysis showed that proton pump inhibitors,immunosuppressive drugs,and prior antimicrobial combination therapy were correlated with nosocomial infection.The corresponding relative risk(RR)was 1.31(95％CI:1.07-1.60),1.40(95％CI:1.02-1.91),and 1.66(95％CI:1.01-2.74),respectively.Further analysis indicated that the patients with nosocomial infection had longer time in use of proton pump inhibitors and prior antimicrobial combination therapy than the patients in the control group(Z=-6.331,P＜0.001;Z=-2.667,P=0.008).The trend Chi-square test showed that there was a dose-response relationship for proton pump inhibitors(x2=73.869,P＜0.001),immunosuppressive drugs(x2=16.530,P＜0.001),and prior antimicrobial combination therapy(x2=35.107,P＜0.001).Conclusions The use of immunosuppressants,proton pump inhibitors and antimicrobial combination therapy increases the risk of nosocomial infections in hospitalized patients.The prolonged use of these drugs will further increase the risk of nosocomial infection.

Objective:To investigate the effect of extracorporeal membrane oxygenation (ECMO) in assisting neonates with complex congenital heart diseases (CHD) and the survival rate of the patients.Methods:A retrospective case-control study was made on 22 newborns with complex CHD assisted by ECMO during the perioperative period in Fuwai Central China Cardiovascular Hospital from January 2018 to June 2024.There were 19 males and 3 females in the newborns included, with an average age of (10.4±8.7) days (range: 1-26 days) and an average weight of (3.1±0.3) kg.Complex CHD included total anomalous pulmonary venous connection in 9 cases (40.9%), interrupted aortic arch and coarctation in 8 cases (36.4%), transposition of great arteries in 3 cases (13.6%), double outlet right ventricle in 1 case (4.5%) and cardiac tumor in 1 case (4.5%).The patients were divided into the <5 d group, 5-12 d group, and >12 d group according to the duration of ECMO support.Data were compared using the t-test or χ2 test. Results:There were 8 cases (36.4%) successfully weaned from ECMO support and 6 cases (27.3%) survived.ECMO support was used routinely in 15 cases (68.2%), and for extracorporeal cardiopulmonary resuscitation in 7 cases (31.8%).The duration of ECMO support was (5.9±3.7) days.There were no statistically differences in age, weight, gender, disease composition, operation time, cardiopulmonary bypass time, cross-clamp time, assistant time, blood routine, liver and kidney function and other biochemical indicators, preoperative cardiac ejection fraction value, procalcitonin, C-reactive protein and other infection indicators between the death group and the survival group (all P>0.05).The highest lactate values 24 hours before [(8.1±5.4) mmol/L] and after ECMO support [(10.5±7.1) mmol/L] in the survival group were significantly lower than those in the death group [(18.7±9.2) mmol/L, (21.3±8.6) mmol/L] ( t=2.606, P=0.018; t=2.729, P=0.013).It was found that the survival rate was 0/9 (0) in the <5 d group, 6/12 (50.0%) in the 5-12 d group, and 0/1 (0) in the >12 d group.The survival rate of the 5-12 d group was the highest, which was significantly higher than that of the <5 d group ( χ2=6.300, P=0.012). Conclusions:ECMO support is an effective treatment for severe circulatory failure in neonates with complex CHD in the perioperative period.The highest lactate levels 24 hours before and after ECMO support affect the survival rate.Patients receiving 5-12 d ECMO support can achieve the highest survival rate.

AIM:To investigate the antitumor activity and targets of baicalein(Bai)in pancreatic cancer using network pharmacology combined with in vitro and in vivo experiments.METHODS:The targets of Bai and pancreatic can-cer were analyzed via multi-data screening.A protein-protein interaction network was constructed using STRING,and core targets were identified via Cytoscape.Functional enrichment was analyzed by Gene Ontology(GO)and Kyoto Ency-clopedia of Genes and Genomes(KEGG).Antitumor effects of Bai were assessed in pancreatic cancer cells Aspc-1 and Bxpc-3 using MTT and colony formation assays for proliferation,flow cytometry for apoptosis and cell cycle analysis,and Transwell assays for migration and invasion.A xenograft tumor model was established to evaluate tumor proliferation,im-munohistochemistry was performed to detect the protein expression of AKT in tumor tissues,and Western blot was used to analyze the expression levels of AKT,β-catenin,N-cadherin and Slug.RESULTS:A total of 108 overlapping targets were identified between Bai and pancreatic cancer.Among these,7 core targets were recognized,including proto-onco-gene tyrosine-protein kinase Src,heat shock protein 90 alpha family class A member 1(HSP90AA1),estrogen receptor 1(ESR1),tumor protein p53(TP53),epidermal growth factor receptor(EGFR),AKT1,and mitogen-activated protein ki-nase 3(MAPK3).The GO analysis revealed significant enrichment in oxidative stress response,protein phosphorylation,and serine/threonine kinase activity.The KEGG analysis primarily enriched the PI3K/AKT,MAPK and Ras signaling pathways.The MTT and colony formation assays showed that Bai inhibited the viability of Aspc-1 and Bxpc-3 cells in a dose-dependent manner(72 h IC50 values were 73.6 μmol/L and 83.4 μmol/L,respectively)and reduced cell colony for-mation(P<0.05 or P<0.01).Flow cytometry confirmed that Bai induced apoptosis of Aspc-1 and Bxpc-3 cells(P<0.01)and blocked the cell cycle at the G0/G1 phase(P<0.05 or P<0.01).Transwell experiments indicated that Bai inhibited the migration and invasion of Aspc-1 and Bxpc-3 cells(P<0.05 or P<0.01).In vivo,Bai significantly inhibited the growth of Aspc-1 cell xenograft tumors(P<0.01).Immunohistochemistry revealed a significant reduction in AKT expression in tu-mor tissues(P<0.01),and Western blot showed decreased expression of AKT,β-catenin,N-cadherin and Slug in both Aspc-1 and Bxpc-3 cells(P<0.01).CONCLUSION:Baicalein inhibits pancreatic cancer cell proliferation,migration,and invasion,potentially through down-regulation of AKT,β-catenin,N-cadherin,and Slug expression.

Objective:To investigate the effect of extracorporeal membrane oxygenation (ECMO) in assisting neonates with complex congenital heart diseases (CHD) and the survival rate of the patients.Methods:A retrospective case-control study was made on 22 newborns with complex CHD assisted by ECMO during the perioperative period in Fuwai Central China Cardiovascular Hospital from January 2018 to June 2024.There were 19 males and 3 females in the newborns included, with an average age of (10.4±8.7) days (range: 1-26 days) and an average weight of (3.1±0.3) kg.Complex CHD included total anomalous pulmonary venous connection in 9 cases (40.9%), interrupted aortic arch and coarctation in 8 cases (36.4%), transposition of great arteries in 3 cases (13.6%), double outlet right ventricle in 1 case (4.5%) and cardiac tumor in 1 case (4.5%).The patients were divided into the <5 d group, 5-12 d group, and >12 d group according to the duration of ECMO support.Data were compared using the t-test or χ2 test. Results:There were 8 cases (36.4%) successfully weaned from ECMO support and 6 cases (27.3%) survived.ECMO support was used routinely in 15 cases (68.2%), and for extracorporeal cardiopulmonary resuscitation in 7 cases (31.8%).The duration of ECMO support was (5.9±3.7) days.There were no statistically differences in age, weight, gender, disease composition, operation time, cardiopulmonary bypass time, cross-clamp time, assistant time, blood routine, liver and kidney function and other biochemical indicators, preoperative cardiac ejection fraction value, procalcitonin, C-reactive protein and other infection indicators between the death group and the survival group (all P>0.05).The highest lactate values 24 hours before [(8.1±5.4) mmol/L] and after ECMO support [(10.5±7.1) mmol/L] in the survival group were significantly lower than those in the death group [(18.7±9.2) mmol/L, (21.3±8.6) mmol/L] ( t=2.606, P=0.018; t=2.729, P=0.013).It was found that the survival rate was 0/9 (0) in the <5 d group, 6/12 (50.0%) in the 5-12 d group, and 0/1 (0) in the >12 d group.The survival rate of the 5-12 d group was the highest, which was significantly higher than that of the <5 d group ( χ2=6.300, P=0.012). Conclusions:ECMO support is an effective treatment for severe circulatory failure in neonates with complex CHD in the perioperative period.The highest lactate levels 24 hours before and after ECMO support affect the survival rate.Patients receiving 5-12 d ECMO support can achieve the highest survival rate.

Objective To analyze the fairness of human resource allocation in professional public health agency (PHA) in Guangdong Province in 2022. Methods Health technical staff, other technical staff, and management staff from PHAs in Guangdong Province, such as disease prevention and control centers, specialized disease prevention and treatment institutions, maternal and child health institutions, health education centers, emergency centers/stations, blood collection and supply institutions, health supervision agencies, and family planning service centers under health departments, were selected as the study subjects. Data on human resource allocation in PHAs were collected, and the Lorenz curve, Gini coefficient, and Theil index were used to analyze the fairness of personnel allocation based on three dimensions: year-end resident population, geographical area, and regional gross domestic product. Results The number of PHA personnel per 10 000 population in four regions of the Pearl River Delta, eastern, western and mountain area in Guangdong Province was (7.49±3.74), (4.74±0.87), (8.73±1.67) and (10.33±1.80), respectively. There was no correlation between the per capita regional gross dumestic product of each prefecture level city and the number of PHA personnel (Spearman′s rank correlation coefficient=0.43, P>0.05). PHA resource allocation based on year-end resident population was more equitable than allocations based on geographical area or regional gross dumestic product, as indicated by the Lorenz curve being closest to the 45° standard line and the lowest Gini coefficient. The fairness of personnel allocation from high to low was ranked as follows: practicing (assistant) physicians, health technicians, registered nurses, managers personnel, and other technical personnel, with Theil indices of 0.035 0, 0.036 4, 0.044 6, 0.048 4, and 0.053 5, respectively. The differences in configuration fairness were derived from within group differences, with contribution rates of 76.0%, 73.9%, 71.8%, 82.9%, and 92.2%. The Lorenz curve, Gini coefficient, and Theil index were consistent in the distribution of permanent residents at the end of the year. Conclusion The fairness of professional human resource allocation in Guangdong Province based on the distribution of permanent residents at the end of the year is better than that based on geographical area and regional gross domestic product. The fairness of the allocation of practicing (assistant) physicians is better than that of other professional categories. Regional differences are the main reason for the relatively unfair allocation of PHA human resources in Guangdong Province.