1.Construction method and application of a cloud-based platform for full process closed-loop quality control management of healthcare-associated infection based on multi-source data fusion
Lihua HUANG ; Jiao LIU ; Zetao PAN ; Haozhi ZHU ; Xueer PENG ; Xu JU ; Huan LI
Chinese Journal of Infection Control 2025;24(10):1478-1486
Objective To construct a cloud-based platform for healthcare-associated infection(HAI)management based on multi-source data fusion and data visualization,and evaluate its application effectiveness.Methods A ter-tiary first-class cancer hospital was selected as the research object.Aligned with graded hospital accreditation stan-dards and based on grid-based management and responsibility zone mode,a platform was constructed in 2023 with low-code technology,multi-source data fusion,and visualization function.The self-comparison method was adopted to compare occurrence of HAI before and after the operation of the platform.A questionnaire survey was adopted to assess the experience and workload reduction feelings of full-time and part-time infection surveillance and control profe-ssionals using the platform.Results 81.56%of the surveyed respondents believed that the platform could re-duce the workload of infection surveillance and control.Compared with before the trial operation,the hospital achieved an annual reduction of 11 200 yuan in paper costs,with associated labor savings of approximately 4 482.5 hours.The incidence of HAI cases in the whole hospital decreased from 0.67%to 0.45%.The pathogen detection rate before therapeutic use of antimicrobial agents increased from 51.26%to 71.54%.Differences were both statis-tically significant(both P<0.05).The detection number and proportion of carbapenem-resistant Pseudomonas aeruginosa(CRPA)and extended-spectrum β-lactamase-producing Klebsiella pneumoniae(ESBL-KP)in HAI cases decreased(54.55%vs 36.47%and 51.14%vs 32.50%,respectively,both P<0.05).Conclusion The construc-tion and application of smart HAI management cloud-based platform can reduce cost,improve management quality,and provide a theoretical basis and technical paradigm for the construction of smart HAI management system.
2.Construction and application of an intelligent system for recognition,pre-vention,and control of infectious diseases and multidrug-resistant orga-nism infections
Chenguang LI ; Zetao PAN ; Haozhi ZHU ; Xu JU ; Zhonglian HE ; Chaofeng LI ; Huan LI
Chinese Journal of Infection Control 2025;24(4):499-505
Objective To construct an intelligent recognition,prevention,and control system for infectious disea-ses and multidrug-resistant organism infections,aiming at improving the efficacy of full-process management,and to evaluate its application effects.Methods Based on personalized logic parsing rules that accurately reflect the infec-tion status and transmission risks in real-time,an intelligent recognition,prevention,and control system with func-tions of automatic recognition,dynamic labeling,real-time sharing,early warning,and visual guidance was estab-lished.Patients undergoing invasive diagnostic and therapeutic procedures in two departments of a tertiary first-class hospital from October 2023 to May 2024 were selected as the research subjects.The differences in recognition,pre-vention,and control efficacy before and after the application of the system were compared using a self-controlled method,with traditional manual management as the control group and intelligent system management as the experi-mental group.Results A total of 2 146 patients were included in the analysis.The recognition,prevention,and control rate and the accuracy rate of recognizing infected individuals using the intelligent system were enhanced sig-nificantly compared with those using manual mode(improved from 5.3%and 72.4%to 100%,respectively),with statistical significance(both P<0.001).The median early warning time for infection information reached 85.20 days,with 100%early warning achieved.The average time spent by medical staff on infection information recogni-tion and management was reduced by 4.71 hours per day.Conclusion The intelligent system constructed in this study significantly improves the effectiveness of full-process management in recognition,prevention,and control of infectious diseases and multidrug-resistant organism infection,effectively reduces the risk of cross-infection,and en-hances the efficiency of diagnostic and therapeutic services.
3.Construction method and application of a cloud-based platform for full process closed-loop quality control management of healthcare-associated infection based on multi-source data fusion
Lihua HUANG ; Jiao LIU ; Zetao PAN ; Haozhi ZHU ; Xueer PENG ; Xu JU ; Huan LI
Chinese Journal of Infection Control 2025;24(10):1478-1486
Objective To construct a cloud-based platform for healthcare-associated infection(HAI)management based on multi-source data fusion and data visualization,and evaluate its application effectiveness.Methods A ter-tiary first-class cancer hospital was selected as the research object.Aligned with graded hospital accreditation stan-dards and based on grid-based management and responsibility zone mode,a platform was constructed in 2023 with low-code technology,multi-source data fusion,and visualization function.The self-comparison method was adopted to compare occurrence of HAI before and after the operation of the platform.A questionnaire survey was adopted to assess the experience and workload reduction feelings of full-time and part-time infection surveillance and control profe-ssionals using the platform.Results 81.56%of the surveyed respondents believed that the platform could re-duce the workload of infection surveillance and control.Compared with before the trial operation,the hospital achieved an annual reduction of 11 200 yuan in paper costs,with associated labor savings of approximately 4 482.5 hours.The incidence of HAI cases in the whole hospital decreased from 0.67%to 0.45%.The pathogen detection rate before therapeutic use of antimicrobial agents increased from 51.26%to 71.54%.Differences were both statis-tically significant(both P<0.05).The detection number and proportion of carbapenem-resistant Pseudomonas aeruginosa(CRPA)and extended-spectrum β-lactamase-producing Klebsiella pneumoniae(ESBL-KP)in HAI cases decreased(54.55%vs 36.47%and 51.14%vs 32.50%,respectively,both P<0.05).Conclusion The construc-tion and application of smart HAI management cloud-based platform can reduce cost,improve management quality,and provide a theoretical basis and technical paradigm for the construction of smart HAI management system.
4.Construction and application of an intelligent system for recognition,pre-vention,and control of infectious diseases and multidrug-resistant orga-nism infections
Chenguang LI ; Zetao PAN ; Haozhi ZHU ; Xu JU ; Zhonglian HE ; Chaofeng LI ; Huan LI
Chinese Journal of Infection Control 2025;24(4):499-505
Objective To construct an intelligent recognition,prevention,and control system for infectious disea-ses and multidrug-resistant organism infections,aiming at improving the efficacy of full-process management,and to evaluate its application effects.Methods Based on personalized logic parsing rules that accurately reflect the infec-tion status and transmission risks in real-time,an intelligent recognition,prevention,and control system with func-tions of automatic recognition,dynamic labeling,real-time sharing,early warning,and visual guidance was estab-lished.Patients undergoing invasive diagnostic and therapeutic procedures in two departments of a tertiary first-class hospital from October 2023 to May 2024 were selected as the research subjects.The differences in recognition,pre-vention,and control efficacy before and after the application of the system were compared using a self-controlled method,with traditional manual management as the control group and intelligent system management as the experi-mental group.Results A total of 2 146 patients were included in the analysis.The recognition,prevention,and control rate and the accuracy rate of recognizing infected individuals using the intelligent system were enhanced sig-nificantly compared with those using manual mode(improved from 5.3%and 72.4%to 100%,respectively),with statistical significance(both P<0.001).The median early warning time for infection information reached 85.20 days,with 100%early warning achieved.The average time spent by medical staff on infection information recogni-tion and management was reduced by 4.71 hours per day.Conclusion The intelligent system constructed in this study significantly improves the effectiveness of full-process management in recognition,prevention,and control of infectious diseases and multidrug-resistant organism infection,effectively reduces the risk of cross-infection,and en-hances the efficiency of diagnostic and therapeutic services.
5.Causal relationship between gut microbiota and pigmented villonodular synovitis:a Mendelian randomization analysis
Jiajin LIU ; Changhong MIAO ; Jiankang XU ; Weijie YU ; Jixin CHEN ; Haozhi TANG ; Aifeng LIU
Journal of Southern Medical University 2024;44(7):1397-1406
Objective To investigate the causal relationship between gut microbiota and pigmented villonodular synovitis using Mendelian randomization analysis.Methods We conducted a two-sample Mendelian randomization analysis to investigate the causal relationship between 211 gut microbiome taxa and pigmented villonodular synovitis based on GWAS summary data,with inverse variance weighted(IVW)analysis as the primary result and the other methods as supplementary analyses.The reliability of the results was tested using Cochran's Q test,MR-Egger regression,MR-PRESSO method and conditional Mendelian randomization analysis(cML-MA).Results The increased abundance of Barnesiella(OR=3.12,95%CI:1.15-8.41,P=0.025)and Rumatococcaceae UCG010(OR=4.03,95%CI:1.19-13.68,P=0.025)may increase the risk of pigmented villous nodular synovitis,and elevated abundance of Lachnospiraceae(OR=0.33,95%CI:0.12-0.91,P=0.032),Alistipes(OR=0.16,95%CI:0.05-0.53,P=0.003),Blautia(OR=0.20,95%CI:0.06-0.61,P=0.005),and Lachnospiraceae FCS020 group(OR=0.38,95%CI:0.15-0.94,P=0.036)and Ruminococcaceae UCG014(OR=0.36,95%CI:0.14-0.94,P=0.037)were all associated with a reduced risk of pigmented villonodular synovitis,which were supported by the results of sensitivity analyses.Reverse Mendelian randomization analysis did not reveal any inverse causal association.Conclusion Increased abundance of specific intestinal microorganisms is associated with increased or decreased risks of developing hyperpigmented villonodular synovitis,and gut microbiota plays an important role in the pathogenesis of this disease.
6.Infection Status of Common Infectious Diseases among Patients in Specialized Cancer Hospital
Yuanyuan ZHANG ; Haozhi ZHU ; Nansong XU ; Jindun YU ; Chuangzhong DENG ; Lihua HUANG
Journal of Sun Yat-sen University(Medical Sciences) 2024;45(4):666-672
[Objective]To understand the current status of human immunodeficiency virus(HIV),Treponema palli-dum(TP),hepatitis C virus(HCV)and hepatitis B virus(HBV)infections among patients undergoing screening tests in a specialized cancer hospital in South China,and to analyze the completion of further testing for confirmation,so as to pro-vide a reference for management of common infectious diseases and prevention of nosocomial infections.[Methods]We ana-lyzed the positive rates of HIV antigen/antibody combination assay(HIV-comb),TP antibody(anti-TP),HCV antibody(anti-HCV)and hepatitis B surface antigen(HBsAg)among the outpatients and inpatients who underwent the screening tests in 2022.Then we examined the percentage of those patients with seropositivity for further confirmation.[Results]In patients who underwent the screening tests,the positive rate,percentage of patients for further confirmation test and over-all prevalence for HIV-comb were were 0.07%,100%and 0.06%,respectively;for Anti-PT 1.99%,100%and 0.51%,respectively.Positive rate of anti-HCV was 0.90%and 26.61%of patients completed further HCV RNA quantitative as-say,in 26.44%of whom,HCV RNA levels were above the detection limit.Positive rate of HBsAg was 21.06%and 54.40%of patients completed further HBV DNA quantitative assay,in 51.60%of whom,HBV DNA levels were above the detec-tion limit.As for the nucleic acid testing among the suspected hepatitis patients,we found smaller coverage in outpatients than in inpatients and larger coverage in liver cancer patients than in other patients.[Conclusions]Compared with general population,patients in this specialized cancer hospital had similar infection levels of HIV and syphilis,and 100%of them completed further confirmation testing.Hepatitis C and hepatitis B infections were at a relatively high level,but which could not accurately reflect the level of virus replication due to insufficient coverage of nucleic acid testing.Specialized can-cer hospitals should prompt medical staff to attach more importance to screening and further confirmation of common infec-tious diseases among tumor patients.While offering anti-cancer treatment,hospitals should also actively refer the con-firmed cases with infectious diseases to designated or general hospitals for a better outcome and quality of medical services.
7.Causal relationship between gut microbiota and pigmented villonodular synovitis:a Mendelian randomization analysis
Jiajin LIU ; Changhong MIAO ; Jiankang XU ; Weijie YU ; Jixin CHEN ; Haozhi TANG ; Aifeng LIU
Journal of Southern Medical University 2024;44(7):1397-1406
Objective To investigate the causal relationship between gut microbiota and pigmented villonodular synovitis using Mendelian randomization analysis.Methods We conducted a two-sample Mendelian randomization analysis to investigate the causal relationship between 211 gut microbiome taxa and pigmented villonodular synovitis based on GWAS summary data,with inverse variance weighted(IVW)analysis as the primary result and the other methods as supplementary analyses.The reliability of the results was tested using Cochran's Q test,MR-Egger regression,MR-PRESSO method and conditional Mendelian randomization analysis(cML-MA).Results The increased abundance of Barnesiella(OR=3.12,95%CI:1.15-8.41,P=0.025)and Rumatococcaceae UCG010(OR=4.03,95%CI:1.19-13.68,P=0.025)may increase the risk of pigmented villous nodular synovitis,and elevated abundance of Lachnospiraceae(OR=0.33,95%CI:0.12-0.91,P=0.032),Alistipes(OR=0.16,95%CI:0.05-0.53,P=0.003),Blautia(OR=0.20,95%CI:0.06-0.61,P=0.005),and Lachnospiraceae FCS020 group(OR=0.38,95%CI:0.15-0.94,P=0.036)and Ruminococcaceae UCG014(OR=0.36,95%CI:0.14-0.94,P=0.037)were all associated with a reduced risk of pigmented villonodular synovitis,which were supported by the results of sensitivity analyses.Reverse Mendelian randomization analysis did not reveal any inverse causal association.Conclusion Increased abundance of specific intestinal microorganisms is associated with increased or decreased risks of developing hyperpigmented villonodular synovitis,and gut microbiota plays an important role in the pathogenesis of this disease.
8.Development of Toxoplasma gondii Chinese I genotype Wh6 Strain in Cat Intestinal Epithelial Cells
Guihua ZHAO ; Lixin ZHANG ; Lisha DAI ; Haozhi XU ; Chao XU ; Ting XIAO ; Jun LI ; Hui SUN ; Beibei ZHOU ; Kun YIN
The Korean Journal of Parasitology 2022;60(4):241-246
Felids are the unique definitive host of Toxoplasma gondii. The intestine of felid is the only site for initiating Toxoplasma gondii sexual reproduction. T. gondii excretes millions of infectious oocysts from the intestine, which are the primary source of infection. There are many difficulties in developing vaccines and drugs to control oocyst excretion due to the lack of an appropriate experimental model. Here, we established an in vitro feline intestinal epithelial cell (IEC) infection system and an efficient animal model of T. gondii Chinese 1 genotype, Wh6 strain (TgCtwh6). The Kunming mice brain tissues containing TgCtwh6 cysts were harvested 42-day post-infection. The bradyzoites were co-cultured with cat IECs in vitro at a ratio of 1:10. Five 3-month-old domestic cats were orally inoculated with 600 cysts each. The oocysts were detected by daily observation of cat feces by microscopy and polymerase chain reaction. We found that the parasite adhered and invaded cat IECs in vitro, transformed into tachyzoites, and then divided to form rose-like structures. These parasites eventually destroyed host cells, escaped, and finished the asexual reproduction process. Schizonts associated with sexual reproduction have not been observed during development in vitro cultured cells. However, schizonts were detected in all infected cat intestinal epithelial cells, and oocysts were presented in all cat feces. Our study provides a feasible cell model and an efficient infection system for the following studies of T. gondii sexual reproduction, and also lays a foundation to develop drugs and vaccines for blocking excretion and transmission of oocysts.
9.Changes of biomarkers in fluid derived from peritoneal cavity and their relationship with transport rate in peritoneum in patients with new peritoneal catheter
Na HAO ; Zhiyuan XU ; Haozhi TANG ; Yajun QU ; Wanwen LI
International Journal of Biomedical Engineering 2022;45(4):307-311
Objective:To investigate the changes of biomarkers in peritoneal dialysis patients' peritoneal drainage fluid and their relationship with the peritoneal small molecule solute transport rate (PSTR).Methods:Seventy newly-tubed peritoneal dialysis patients from the Peritoneal Dialysis Center of the First Teaching Hospital of Tianjin University of Traditional Chinese Medicine from September 29, 2014 to April 26, 2018 were selected. The levels of biomarkers plasminogen activator inhibitor-1 (PAI-1), matrix metalloproteinase-2 (MMP-2) and vascular endothelial growth factor (VEGF) in the peritoneal dialysis priming fluid were measured at different time points and 4 h dialysate/blood muscle (D/P) creatinine values at 2 years of follow-up, and the correlation between biomarkers in the extracted peritoneal fluid and 4 h D/P creatinine was examined.Results:Longitudinal studies showed an increase in PAI-1 ( P<0.001) and VEGF ( P=0.04) with increasing duration of peritoneal dialysis. PSTR levels at baseline and after 2 years of follow-up were significantly correlated with PAI-1, MMP-2, and VEGF levels at baseline. PSTR at 2 years was also correlated with MMP-2 levels at 6 months and PAI-1 levels at baseline. Conclusions:The biomarkers PAI-1, MMP-2, and VEGF in peritoneal dialysis drainage fluid are positively correlated with PSTR in peritoneal dialysis patients during the 2-year period.
10.A comparison between arthroscopic drilling and microfracturing technique in treatment of osteochondral lesions of the talus
Yunfeng ZHOU ; Zhengzheng ZHANG ; Zhong CHEN ; Chuan JIANG ; Yue XU ; Haozhi ZHANG ; Weiping LI ; Bin SONG
Chinese Journal of Orthopaedic Trauma 2020;22(1):13-19
Objective To compare the outcomes of bone marrow stimulation techniques-drilling by a Kirschner needle versus microfracturing technique in the treatment of small osteochondral lesions of the talus.Methods From February 2014 to June 2017,57 patients were treated at Department of Orthopaedics,Sun Yat-sen Memorial Hospital for small osteochondral lesions of the talus.Of them,26 were treated by arthroscopic drilling with a Kirschner needle.They were 15 males and 11 females,aged from 20 to 57 years.The areas of osteochondral lesion ranged from 0.6 to 1.4 cm2.By the Berndt & Harty classification of ankle osteochondral lesions based on X-ray films,there were 9 cases of stage Ⅰ,8 cases of stage Ⅱ,6 cases of stage Ⅲ and 3 cases of stage Ⅳ.The other 31 patients of them were treated by arthroscopic microfracturing technique.They were 17 males and 14 females,aged from 24 to 55 years.The areas of osteochondral lesion ranged from 0.5 to 1.5 cm2.By the Berndt & Harty classification of ankle osteochondral lesions based on X-ray films,there were 10 cases of stage Ⅰ,11 cases of stage Ⅱ,8 cases of stage Ⅲ and 2 cases of stage Ⅳ.The 2 groups were compared in terms of visual analogue scale (VAS),the American Orthopaedic Foot and Ankle Society (AOFAS) score,the ankle activity score (AAS) and the Berndt & Harty staging of osteochondral lesions based on ankle X-ray films at the final follow-up.Results All the 57 patients were followed up for 13 to 27 mouths.The VAS,AOFAS and AAS scores and Berndt & Harty stages at the final follow-up were significantly improved in all the patients compared with their preoperative values (P < 0.05).There were no significant differences between the 2 groups in the VAS (2.2 ± 1.6 versus 2.1 ± 1.4),AOFAS (89.1 ±6.3versus 90.4±5.8) or AAS scores (6 versus 6) at the final follow-up (P > 0.05).There was no significant difference between the 2 groups either in the excellent and good rate by the AOFAS ankle-hindfoot scoring [88.5% (23/26) versus90.3% (28/31)] at the final follow-up (x2 =0.052,P=0.820).Conclusion In the treatment of small osteochondral lesions of the talus,both arthroscopic drilling with a Kirschner needle and microfracturing technique can achieve satisfactory short-term curative effects,but the long-term effects need to be further studied.

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