1.Network analysis of basic psychological needs and psychological behavioral problems among junior and senior high school students in Taizhou City
LIN Nan, LI Li, FU Chaowei, LIN Haijiang, YANG Yuting, LIU Yixuan, WANG Tingting, WANG Jingyi
Chinese Journal of School Health 2026;47(3):388-393
Objective:
To explore the network structure of middle school students basic psychological needs and psychological behavioral problems, and identify the core nodes within the network, as well as examine demographic subgroup differences, so as to provide support for targeted mental health interventions for adolescents.
Methods:
In September and October of 2023, a total of 2 000 junior and senior high school students were selected with multistage cluster random sampling from 8 schools in Jiaojiang District and Tiantai County, Taizhou City. An online self administered questionnaire was used to assess emotional and behavioral problems, perceived autonomy, self awareness, loneliness, and social support. The instruments included the Strengths and Difficulties Questionnaire (SDQ), Perceived Choice and Awareness of Self Scale (PCASS), Mental Health Literacy Questionnaire (MHLQ), University of California,Los Angeles Loneliness Scale (UCLA-LS), and the Multidimensional Scale of Perceived Social Support (MSPSS). A network analysis approach was employed to construct a network representing adolescents basic psychological needs and psychological behavioral problems, focusing on centrality measures and demographic subgroup differences.
Results:
A total of 418 students (20.9%) reported abnormal emotional and behavioral problems. Perceived autonomy and competence were negatively correlated with emotional problems (weights: 0.12, 0.14) and hyperactivity (weights: 0.10, 0.16). Social support showed negative correlation with peer relationship issues, hyperactivity, and conduct problems (weights: 0.16, 0.13, 0.10). Loneliness was positively correlated with emotional symptoms and peer relationship problems (weights: 0.28, 0.18). In the overall network, perceived relationships (social support and loneliness), emotional symptoms, and hyperactivity emerged as central nodes. Significant differences in network structure were observed between gender subgroups ( P =0.02). Girls internalizing issues were more influenced by loneliness and perceived autonomy frustration, while social support exhibited higher centrality in boys.
Conclusions
Perceived relationships, emotional problems, and hyperactivity are key nodes in the network of adolescents basic psychological needs and psychological behavioral problems. Loneliness demonstrates a prominent influence within the network, and the overall network exhibits gender differences.
2.Genetic diversity analysis of oxacillinase in 241 clinical isolates of Pseudomonas aeruginosa
Yuelong LI ; Jingyi ZHANG ; Yubing FU ; Meiqing SUN ; Beibei MIAO ; Xinyi GONG ; Xiao HAN ; Huan XING ; Pengfang GAO ; Jiachen LI ; Yating TANG ; Xinya FAN ; Yanlei GE ; Haijian ZHOU ; Juan LI ; Aiying DONG
Chinese Journal of Preventive Medicine 2025;59(7):1004-1012
Objective:To analyze the carriage status, subtype distribution and flanking gene sequence characteristics of oxacillinases (OXA enzyme) in 241 clinical strains of Pseudomonas aeruginosa, and assess their roles in the drug resistance of Pseudomonas aeruginosa and ability to horizontally transfer across species. Methods:Clinical P. aeruginosa isolates were collected from four hospitals in Sanya, Tangshan, Zhangjiakou, and Beijing. The prevalence of oxacillinases and their flanking gene sequences was analyzed by whole-genome sequencing (NGS) and bioinformatic approaches. Results:A total of 241 isolates of P. aeruginosa were gathered, and 35 blaOXA subtypes were identified through screening of 252 blaOXA genes. These genes were classified into three subfamilies: blaOXA-50-like (241, 95.6%), blaOXA-1-like (9, 3.6%) and blaOXA-10-like (2, 0.8%). Among these, 11 subtypes (11, 31.4%) were novel blaOXA subtypes. Nine of these belonged to the blaOXA-50-like subfamily and were designated as blaOXA-1244, blaOXA-1245, blaOXA-1246, blaOXA-1250, blaOXA-1252, blaOXA-1253, blaOXA-1254, blaOXA-1255, and blaOXA-1256. The remaining two belonged to the blaOXA-10-like subfamily and were named blaOXA-1247 and blaOXA-1248. Compared to the amino acid sequence of OXA-10, the newly identified subtype OXA-1247 exhibited a mutation at position 117, where a valine was replaced by a leucine. This change was thought to improve the enzyme′s ability to hydrolyze carbapenems. In the analysis of the flanking sequences of the blaOXA genes, Class I integrons were identified in four bacterial strains. The variable regions of these integrons carried three distinct patterns of resistance gene cassettes: aac( 6′) -Ib-blaOXA-1247-ant( 3′′) -Ia, aac( 6′) -Ib-blaOXA-1248 and aac( 6′) -Ib- blaIMP-45-blaOXA-1-catB3. Among these, the strain BJ2326 carried a class I integron that was connected to the downstream IS CR1 element to form a composite class I integron structure, additionally carrying the resistance gene blaPER-1. Out of the 223 non-wild-type P. aeruginosa strains, 127 strains exhibited non-wild-type profiles to the four beta-lactam antibiotics MEM, CAZ, FEP, and TZP, with the combination of MEM+CAZ+FEP being the most prevalent, representing 57.0% of the total. Conclusions:The blaOXA genes in 241 clinical P. aeruginosa strains showed diversity. Some blaOXA genes had a co-transfer risk with the metallo-β-lactamase resistance gene blaIMP-45. Among the 11 newly discovered blaOXA subtypes, the new subtype OXA-1247 may have carbapenemase activity and potential for horizontal transfer.
3.Clinical features of chronic hepatitis C patients with genotype 3 infection:A multicenter retrospective cohort study
Jingyi XIE ; Yujia JING ; Yishan LIU ; Manling BAI ; Zhangqian CHEN ; Qiang XU ; Hong DU ; Yuxiu MA ; Liting ZHANG ; Shanshan ZHU ; Xiaoqin GAO ; Xinggang BAI ; Guoying YU ; Jianqi LIAN ; Xiaozhong WANG ; Yongping ZHANG ; Jiuping WANG ; Fanpu JI ; Jianjun FU ; Ning GAO
Journal of Clinical Hepatology 2025;41(8):1533-1540
Objective To investigate the clinical features of chronic hepatitis C(CHC)patients with hepatitis C virus genotype 3(HCV GT3)infection and the risk factors for disease progression.Methods A multicenter retrospective cohort study was conducted among 1 002 CHC patients from 11 clinical centers in Northwest China from December 2017 to November 2023,and according to their genotype,they were divided into GT1,GT2,GT3,and GT6 groups.Clinical features were compared between the patients with different genotypes.The one-way analysis of variance was used for comparison of normally distributed continuous data between groups,and the Scheffe test was used for further comparison between two groups.The Kruskal-Wallis H test was used for comparison of data with skewed distribution between groups;the chi-square test or Fisher test was used for comparison of categorical data between groups.The multivariate logistic regression analysis was used to explore the influencing factors for the progression of CHC to liver cirrhosis.Results In terms of the genotype,there were 427 patients with GT1 infection,242 with GT2 infection,299 with GT3 infection(210 patients with GT3a infection,87 with GT3b infection,and 2 with unclassified genotype),and 34 with GT6 infection.The patients with GT3 infection had a significantly younger age than those with GT1 infection(51.3±0.5 years vs 53.2±0.6 years,P<0.05)or GT2 infection(51.3±0.5 years vs 53.7±0.8 years,P<0.05),and for the patients with liver cirrhosis,the patients with GT3 infection had a significantly younger age than those with GT1 infection(52.1±0.5 years vs 59.4±0.9 years,P<0.001)or GT2 infection(52.1±0.5 years vs 58.1±1.1 years,P<0.001).Among the patients with GT3 infection,male patients accounted for 77.9%and the patients with liver cirrhosis accounted for 46.2%,which were significantly higher than those among the patients with GT1,GT2 or GT6 infection(all P<0.001).At baseline,the patients with GT3 infection had significantly higher levels of alanine aminotransferase(ALT)and aspartate aminotransferase(AST)than those with GT1 or GT2 infection,significantly higher aspartate aminotransferase-to-platelet ratio index(APRI)and fibrosis-4(FIB4)than those with GT1,GT2 or GT6 infection,a significantly lower platelet count(PLT)than those with GT2 or GT6 infection,a significantly higher level of alpha-fetoprotein than those with GT2 or GT6 infection,and a significantly lower level of albumin(Alb)than those with GT6 infection(all P<0.05).There were no significant differences between the patients with GT3a infection and those with GT3b infection in age,sex,the proportion of patients with liver cirrhosis,comorbidities,HCV RNA quantification,PLT,ALT,AST,alkaline phosphatase,Alb,APRI,and FIB-4(all P>0.05).The multivariate logistic regression analysis showed that PLT≤150×109/L(odds ratio[OR]=10.72,95%confidence interval[CI]:5.76-35.86,P<0.001)and Alb≤35 g/L(OR=3.74,95%CI:1.22-11.45,P=0.021)were risk factors for liver cirrhosis.Conclusion Most CHC patients with GT3 infection are male in Northwest China,and compared with the patients with other genotypes,such patients tend to have a younger age of onset and higher degrees of liver inflammation activity and fibrosis.Low PLT and a low level of Alb are risk factors for progression to liver cirrhosis in CHC patients with GT3 infection.
4.Cluster analysis on Medical Records Coder's Possible Behavior in DRG Payment
Yinghong FU ; Guangying GAO ; Shanshan DAI ; Xinyu CAI ; Jiashuai TIAN ; Jingyi ZHANG ; Liliang ZHANG
Chinese Health Economics 2025;44(2):79-83
Objective:To analysis the possible behavior of coders in the reform of Diagnosis Related Groups(DRG)payment mode.Methods:To collect through questionnaires the possible coders'behaviors,and extract the common factors of possible behaviors according to factor analysis,and cluster the coders by the K-means clustering method.Results:Classify the possible coders'behaviors into positive behaviors such as following coding norms and standards,and negative behaviors such as directly coding without detailed reading of medical records.Less than 25 years old were more inclined to adopt negative behaviors,and associate senior titles and higher cognitive level of DRG were more inclined to adopt positive behaviors.The coders are divided into"positive group"who tend to take positive behaviors and"negative group"who take negative behaviors.Conclusion:Coders are more likely to adopt positive behavior,and we should be pay attention to the impact of different demographic characteristics on coders.To adopt different management strategies for different categories of coders,and strengthen training through hierarchical classification,and enhance coders'cognitive of DRG are more conducive to the selection of positive behaviors.
5.Network pharmacology analysis and experimental validation of Geranium wilfor-dii Maxim in ameliorating liver injury through the necroptosis pathway
Jingyi YANG ; Kunzhao YANG ; Lu ZHANG ; Zhanghao FU ; Linxi HAN ; Weijie SONG ; Shuang XU ; Hongxu DU
Chinese Journal of Veterinary Science 2025;45(9):1977-1989
Based on network pharmacology,molecular docking,and experimental validation,this study explored the mechanisms of Geranium wilfordii Maxim(GWM)in the treatment of liver injury.Mice were randomly divided into a control group(CON group),a model group(CCl4 group),a high-dose drug group(GWM-H group),and a low-dose group(GWM-L group).The liv-er injury model in mice was induced by CCl4,and liver tissue pathological morphology was ob-served,along with the measurement of the relative gene expression levels of liver inflammatory factors.Active ingredients of traditional Chinese medicine and target information of Chinese medi-cine and diseases were obtained through databases such as TCMSP,PubChem,Swiss Target Pre-diction,Super-PRED,Gene Cards,and DisGeNET.Intersecting the targets of liver injury,necropto-sis,and drugs yielded potential drug targets.String database was used for protein-protein interac-tion(PPI)analysis of the potential targets.Furthermore,Cytoscape was utilized to construct a net-work diagram of"drug-disease-active ingredient-intersection target,"Wei Sheng Xin was used for GO and KEGG pathway analysis.Molecular docking was performed using MOE software,and the results of molecular docking were experimentally validated to detect the expression of key targets in the RIPK1/RIPK3/MLKL signaling pathway.Animal experiments showed that compared to the CON group,the CCl4 group of mice exhibited a significant increase in liver organ index(P<0.05),markedly elevated serum AST activity(P<0.05),and a highly significant increase in ALT activity(P<0.01).Pathological examination revealed chaotic liver lobules,severe hepatocyte steatosis,ex-tensive hepatocyte necrosis,and inflammatory cell infiltration in the livers of mice in the CCl4 group.In comparison to the CCl4 group,the GWM-H group showed a significant decrease in liver organ index(P<0.05),while the GWM-L group displayed a downward trend.The GWM-H group exhibited a significant reduction in serum AST activity(P<0.05),the GWM-L group showed a decreasing trend in serum AST activity,the GWM-H group demonstrated a highly significant de-crease in serum ALT activity(P<0.01),and the GWM-L group displayed a significant decrease in serum ALT activity(P<0.05).Histopathological examination revealed that the drug treatment groups could improve CCl4-induced liver injury,with the GWM-H group showing better efficacy than the GWM-L group.RT-qPCR results of liver tissues showed that compared to the CON group,the CCl4 group exhibited a highly significant increase in the relative expression of IL-1βand PGE2 mRNA(P<0.01),while the mRNA relative expression of COX2 showed an increasing trend.In contrast,compared to the CCl4 group,the GWM-H group showed a remarkably significant decrease in the relative expression of IL-1βmRNA(P<0.01),a significant decrease in PGE2 mR-NA expression(P<0.05),and a decreasing trend in COX2 mRNA expression.Through network pharmacology,56 potential targets related to GWM in ameliorating necroptosis-induced liver injury were identified.Key targets,based on degree value,include TNF,Bcl2,HSP90AA1,and Caspase8,while the key components are quercetin,luteolin,kaempferol,and ellagic acid.Functional enrich-ment analysis yielded 2 173 entries for GO and 146 biological pathways for KEGG.Molecular doc-king results indicated a strong binding capacity between the main components of GWM and key targets.RT-qPCR experimental results showed that compared to the CON group,the CCl4 group exhibited a extremely significantly increase in the mRNA relative expression of TNF-α,TNFR1,MLKL(P<0.01),significantly increase in the mRNA relative expression of FAS,RIPK1,RIPK3 mRNA(P<0.05),and a significant decrease in Caspase 8 mRNA expression(P<0.05).The addi-tion of GWM successfully reversed this trend;compared to the CCl4 group,the GWM-H group showed a highly significant decrease in the mRNA relative expression of TNF-α,TNFR1,FAS and MLKL mRNA(P<0.01),significant decrease in RIPK1,RIPK3 mRNA expression(P<0.05),and an increasing trend in CASPASE8 mRNA expression.GWM exerts hepatoprotective effects through multiple components and pathways,among which inhibition of the RIPK1/RIPK3/MLKL pathway reduces hepatocyte necroptosis,potentially serving as one of the essential mechanisms for its protective effects.
6.Network pharmacology analysis and experimental validation of Geranium wilfor-dii Maxim in ameliorating liver injury through the necroptosis pathway
Jingyi YANG ; Kunzhao YANG ; Lu ZHANG ; Zhanghao FU ; Linxi HAN ; Weijie SONG ; Shuang XU ; Hongxu DU
Chinese Journal of Veterinary Science 2025;45(9):1977-1989
Based on network pharmacology,molecular docking,and experimental validation,this study explored the mechanisms of Geranium wilfordii Maxim(GWM)in the treatment of liver injury.Mice were randomly divided into a control group(CON group),a model group(CCl4 group),a high-dose drug group(GWM-H group),and a low-dose group(GWM-L group).The liv-er injury model in mice was induced by CCl4,and liver tissue pathological morphology was ob-served,along with the measurement of the relative gene expression levels of liver inflammatory factors.Active ingredients of traditional Chinese medicine and target information of Chinese medi-cine and diseases were obtained through databases such as TCMSP,PubChem,Swiss Target Pre-diction,Super-PRED,Gene Cards,and DisGeNET.Intersecting the targets of liver injury,necropto-sis,and drugs yielded potential drug targets.String database was used for protein-protein interac-tion(PPI)analysis of the potential targets.Furthermore,Cytoscape was utilized to construct a net-work diagram of"drug-disease-active ingredient-intersection target,"Wei Sheng Xin was used for GO and KEGG pathway analysis.Molecular docking was performed using MOE software,and the results of molecular docking were experimentally validated to detect the expression of key targets in the RIPK1/RIPK3/MLKL signaling pathway.Animal experiments showed that compared to the CON group,the CCl4 group of mice exhibited a significant increase in liver organ index(P<0.05),markedly elevated serum AST activity(P<0.05),and a highly significant increase in ALT activity(P<0.01).Pathological examination revealed chaotic liver lobules,severe hepatocyte steatosis,ex-tensive hepatocyte necrosis,and inflammatory cell infiltration in the livers of mice in the CCl4 group.In comparison to the CCl4 group,the GWM-H group showed a significant decrease in liver organ index(P<0.05),while the GWM-L group displayed a downward trend.The GWM-H group exhibited a significant reduction in serum AST activity(P<0.05),the GWM-L group showed a decreasing trend in serum AST activity,the GWM-H group demonstrated a highly significant de-crease in serum ALT activity(P<0.01),and the GWM-L group displayed a significant decrease in serum ALT activity(P<0.05).Histopathological examination revealed that the drug treatment groups could improve CCl4-induced liver injury,with the GWM-H group showing better efficacy than the GWM-L group.RT-qPCR results of liver tissues showed that compared to the CON group,the CCl4 group exhibited a highly significant increase in the relative expression of IL-1βand PGE2 mRNA(P<0.01),while the mRNA relative expression of COX2 showed an increasing trend.In contrast,compared to the CCl4 group,the GWM-H group showed a remarkably significant decrease in the relative expression of IL-1βmRNA(P<0.01),a significant decrease in PGE2 mR-NA expression(P<0.05),and a decreasing trend in COX2 mRNA expression.Through network pharmacology,56 potential targets related to GWM in ameliorating necroptosis-induced liver injury were identified.Key targets,based on degree value,include TNF,Bcl2,HSP90AA1,and Caspase8,while the key components are quercetin,luteolin,kaempferol,and ellagic acid.Functional enrich-ment analysis yielded 2 173 entries for GO and 146 biological pathways for KEGG.Molecular doc-king results indicated a strong binding capacity between the main components of GWM and key targets.RT-qPCR experimental results showed that compared to the CON group,the CCl4 group exhibited a extremely significantly increase in the mRNA relative expression of TNF-α,TNFR1,MLKL(P<0.01),significantly increase in the mRNA relative expression of FAS,RIPK1,RIPK3 mRNA(P<0.05),and a significant decrease in Caspase 8 mRNA expression(P<0.05).The addi-tion of GWM successfully reversed this trend;compared to the CCl4 group,the GWM-H group showed a highly significant decrease in the mRNA relative expression of TNF-α,TNFR1,FAS and MLKL mRNA(P<0.01),significant decrease in RIPK1,RIPK3 mRNA expression(P<0.05),and an increasing trend in CASPASE8 mRNA expression.GWM exerts hepatoprotective effects through multiple components and pathways,among which inhibition of the RIPK1/RIPK3/MLKL pathway reduces hepatocyte necroptosis,potentially serving as one of the essential mechanisms for its protective effects.
7.ICU nurses' real experience of caring for patients undergoing shallow sedation and mechanical ventilation: a Meta-synthesis
Xue FU ; Jing TANG ; Jinxia JIANG ; Xiaojia ZONG ; Jingyi ZOU
Chinese Journal of Modern Nursing 2025;31(20):2667-2672
Objective:To systematically evaluate the qualitative study of ICU nurses' experience in caring for patients undergoing shallow sedation and mechanical ventilation, and provide reference for improving the quality of shallow sedation nursing.Methods:Qualitative studies about ICU nurses' experiences of caring for patients undergoing shallow sedation and mechanical ventilation were systematically searched in Chinese and English databases such as Cochrane Library, Web of Science, Embase, PubMed, Ovid, Wanfang Data, China National Knowledge Infrastructure, China Biology Medicine disc, and VIP. The search period was from database establishment to June 30, 2024. Included literature was assessed according to the Joanna Briggs Institute Center for Evidence-Based Health Care quality assessment criteria for qualitative research. The results were summarized and analyzed through the aggregative meta-synthesis method.Results:A total of nine articles were included. Eight subcategories and were synthesized into three integrated results of difficulties and challenges, positive coping, and facilitation strategies for sedation management.Conclusions:ICU nurses encounter difficulties and challenges in caring for patients undergoing shallow sedation and mechanical ventilation. Although nurses themselves are able to respond positively, nursing managers need to provide additional sedation management support strategies to improve the quality of nursing.
8.Genetic diversity analysis of oxacillinase in 241 clinical isolates of Pseudomonas aeruginosa
Yuelong LI ; Jingyi ZHANG ; Yubing FU ; Meiqing SUN ; Beibei MIAO ; Xinyi GONG ; Xiao HAN ; Huan XING ; Pengfang GAO ; Jiachen LI ; Yating TANG ; Xinya FAN ; Yanlei GE ; Haijian ZHOU ; Juan LI ; Aiying DONG
Chinese Journal of Preventive Medicine 2025;59(7):1004-1012
Objective:To analyze the carriage status, subtype distribution and flanking gene sequence characteristics of oxacillinases (OXA enzyme) in 241 clinical strains of Pseudomonas aeruginosa, and assess their roles in the drug resistance of Pseudomonas aeruginosa and ability to horizontally transfer across species. Methods:Clinical P. aeruginosa isolates were collected from four hospitals in Sanya, Tangshan, Zhangjiakou, and Beijing. The prevalence of oxacillinases and their flanking gene sequences was analyzed by whole-genome sequencing (NGS) and bioinformatic approaches. Results:A total of 241 isolates of P. aeruginosa were gathered, and 35 blaOXA subtypes were identified through screening of 252 blaOXA genes. These genes were classified into three subfamilies: blaOXA-50-like (241, 95.6%), blaOXA-1-like (9, 3.6%) and blaOXA-10-like (2, 0.8%). Among these, 11 subtypes (11, 31.4%) were novel blaOXA subtypes. Nine of these belonged to the blaOXA-50-like subfamily and were designated as blaOXA-1244, blaOXA-1245, blaOXA-1246, blaOXA-1250, blaOXA-1252, blaOXA-1253, blaOXA-1254, blaOXA-1255, and blaOXA-1256. The remaining two belonged to the blaOXA-10-like subfamily and were named blaOXA-1247 and blaOXA-1248. Compared to the amino acid sequence of OXA-10, the newly identified subtype OXA-1247 exhibited a mutation at position 117, where a valine was replaced by a leucine. This change was thought to improve the enzyme′s ability to hydrolyze carbapenems. In the analysis of the flanking sequences of the blaOXA genes, Class I integrons were identified in four bacterial strains. The variable regions of these integrons carried three distinct patterns of resistance gene cassettes: aac( 6′) -Ib-blaOXA-1247-ant( 3′′) -Ia, aac( 6′) -Ib-blaOXA-1248 and aac( 6′) -Ib- blaIMP-45-blaOXA-1-catB3. Among these, the strain BJ2326 carried a class I integron that was connected to the downstream IS CR1 element to form a composite class I integron structure, additionally carrying the resistance gene blaPER-1. Out of the 223 non-wild-type P. aeruginosa strains, 127 strains exhibited non-wild-type profiles to the four beta-lactam antibiotics MEM, CAZ, FEP, and TZP, with the combination of MEM+CAZ+FEP being the most prevalent, representing 57.0% of the total. Conclusions:The blaOXA genes in 241 clinical P. aeruginosa strains showed diversity. Some blaOXA genes had a co-transfer risk with the metallo-β-lactamase resistance gene blaIMP-45. Among the 11 newly discovered blaOXA subtypes, the new subtype OXA-1247 may have carbapenemase activity and potential for horizontal transfer.
9.Clinical features of chronic hepatitis C patients with genotype 3 infection:A multicenter retrospective cohort study
Jingyi XIE ; Yujia JING ; Yishan LIU ; Manling BAI ; Zhangqian CHEN ; Qiang XU ; Hong DU ; Yuxiu MA ; Liting ZHANG ; Shanshan ZHU ; Xiaoqin GAO ; Xinggang BAI ; Guoying YU ; Jianqi LIAN ; Xiaozhong WANG ; Yongping ZHANG ; Jiuping WANG ; Fanpu JI ; Jianjun FU ; Ning GAO
Journal of Clinical Hepatology 2025;41(8):1533-1540
Objective To investigate the clinical features of chronic hepatitis C(CHC)patients with hepatitis C virus genotype 3(HCV GT3)infection and the risk factors for disease progression.Methods A multicenter retrospective cohort study was conducted among 1 002 CHC patients from 11 clinical centers in Northwest China from December 2017 to November 2023,and according to their genotype,they were divided into GT1,GT2,GT3,and GT6 groups.Clinical features were compared between the patients with different genotypes.The one-way analysis of variance was used for comparison of normally distributed continuous data between groups,and the Scheffe test was used for further comparison between two groups.The Kruskal-Wallis H test was used for comparison of data with skewed distribution between groups;the chi-square test or Fisher test was used for comparison of categorical data between groups.The multivariate logistic regression analysis was used to explore the influencing factors for the progression of CHC to liver cirrhosis.Results In terms of the genotype,there were 427 patients with GT1 infection,242 with GT2 infection,299 with GT3 infection(210 patients with GT3a infection,87 with GT3b infection,and 2 with unclassified genotype),and 34 with GT6 infection.The patients with GT3 infection had a significantly younger age than those with GT1 infection(51.3±0.5 years vs 53.2±0.6 years,P<0.05)or GT2 infection(51.3±0.5 years vs 53.7±0.8 years,P<0.05),and for the patients with liver cirrhosis,the patients with GT3 infection had a significantly younger age than those with GT1 infection(52.1±0.5 years vs 59.4±0.9 years,P<0.001)or GT2 infection(52.1±0.5 years vs 58.1±1.1 years,P<0.001).Among the patients with GT3 infection,male patients accounted for 77.9%and the patients with liver cirrhosis accounted for 46.2%,which were significantly higher than those among the patients with GT1,GT2 or GT6 infection(all P<0.001).At baseline,the patients with GT3 infection had significantly higher levels of alanine aminotransferase(ALT)and aspartate aminotransferase(AST)than those with GT1 or GT2 infection,significantly higher aspartate aminotransferase-to-platelet ratio index(APRI)and fibrosis-4(FIB4)than those with GT1,GT2 or GT6 infection,a significantly lower platelet count(PLT)than those with GT2 or GT6 infection,a significantly higher level of alpha-fetoprotein than those with GT2 or GT6 infection,and a significantly lower level of albumin(Alb)than those with GT6 infection(all P<0.05).There were no significant differences between the patients with GT3a infection and those with GT3b infection in age,sex,the proportion of patients with liver cirrhosis,comorbidities,HCV RNA quantification,PLT,ALT,AST,alkaline phosphatase,Alb,APRI,and FIB-4(all P>0.05).The multivariate logistic regression analysis showed that PLT≤150×109/L(odds ratio[OR]=10.72,95%confidence interval[CI]:5.76-35.86,P<0.001)and Alb≤35 g/L(OR=3.74,95%CI:1.22-11.45,P=0.021)were risk factors for liver cirrhosis.Conclusion Most CHC patients with GT3 infection are male in Northwest China,and compared with the patients with other genotypes,such patients tend to have a younger age of onset and higher degrees of liver inflammation activity and fibrosis.Low PLT and a low level of Alb are risk factors for progression to liver cirrhosis in CHC patients with GT3 infection.
10.Cluster analysis on Medical Records Coder's Possible Behavior in DRG Payment
Yinghong FU ; Guangying GAO ; Shanshan DAI ; Xinyu CAI ; Jiashuai TIAN ; Jingyi ZHANG ; Liliang ZHANG
Chinese Health Economics 2025;44(2):79-83
Objective:To analysis the possible behavior of coders in the reform of Diagnosis Related Groups(DRG)payment mode.Methods:To collect through questionnaires the possible coders'behaviors,and extract the common factors of possible behaviors according to factor analysis,and cluster the coders by the K-means clustering method.Results:Classify the possible coders'behaviors into positive behaviors such as following coding norms and standards,and negative behaviors such as directly coding without detailed reading of medical records.Less than 25 years old were more inclined to adopt negative behaviors,and associate senior titles and higher cognitive level of DRG were more inclined to adopt positive behaviors.The coders are divided into"positive group"who tend to take positive behaviors and"negative group"who take negative behaviors.Conclusion:Coders are more likely to adopt positive behavior,and we should be pay attention to the impact of different demographic characteristics on coders.To adopt different management strategies for different categories of coders,and strengthen training through hierarchical classification,and enhance coders'cognitive of DRG are more conducive to the selection of positive behaviors.


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