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Liu P, Zeng B, Wu X, Zheng F, Zhang Y, Liao X. Risk exploration and prediction model construction for linezolid-resistant Enterococcus faecalis based on big data in a province in southern China. Eur J Clin Microbiol Infect Dis 2024; 43:259-268. [PMID: 38032514 PMCID: PMC10821975 DOI: 10.1007/s10096-023-04717-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 11/15/2023] [Indexed: 12/01/2023]
Abstract
BACKGROUND Enterococcus faecalis is a common cause of healthcare-associated infections. Its resistance to linezolid, the antibiotic of last resort for vancomycin-resistant enterococci, has become a growing threat in healthcare settings. METHODS We analyzed the data of E. faecalis isolates from 26 medical institutions between 2018 and 2020 and performed univariate and multivariate logistic regression analyses to determine the independent predictors for linezolid-resistant E. faecalis (LREFs). Then, we used the artificial neural network (ANN) and logistic regression (LR) to build a prediction model for linezolid resistance and performed a performance evaluation and comparison. RESULTS Of 12,089 E. faecalis strains, 755 (6.25%) were resistant to linezolid. Among vancomycin-resistant E. faecalis, the linezolid-resistant rate was 24.44%, higher than that of vancomycin-susceptible E. faecalis (p < 0.0001). Univariate and multivariate regression analyses showed that gender, age, specimen type, length of stay before culture, season, region, GDP (gross domestic product), number of beds, and hospital level were predictors of linezolid resistance. Both the ANN and LR models constructed in the study performed well in predicting linezolid resistance in E. faecalis, with AUCs of 0.754 and 0.741 in the validation set, respectively. However, synthetic minority oversampling technique (SMOTE) did not improve the prediction ability of the models. CONCLUSION E. faecalis linezolid-resistant rates varied by specimen site, geographic region, GDP level, facility level, and the number of beds. At the same time, community-acquired E. faecalis with linezolid resistance should be monitored closely. We can use the prediction model to guide clinical medication and take timely prevention and control measures.
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Affiliation(s)
- Peijun Liu
- Administration Department of Nosocomial Infection, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian Province, China
| | - Bangwei Zeng
- Administration Department of Nosocomial Infection, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian Province, China.
| | - Xiaoyan Wu
- Administration Department of Nosocomial Infection, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian Province, China
| | - Feng Zheng
- Information Department, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian Province, China
| | - Yangmei Zhang
- Administration Department of Nosocomial Infection, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian Province, China
| | - Xiaohua Liao
- Administration Department of Nosocomial Infection, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian Province, China
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Chang E, Im D, Lee HY, Lee M, Lee CM, Kang CK, Park WB, Kim NJ, Choe PG, Oh M. Impact of discontinuing isolation in a private room for patients infected or colonized with vancomycin-resistant enterococci (VRE) on the incidence of healthcare-associated VRE bacteraemia in a hospital with a predominantly shared-room setting. J Hosp Infect 2023; 132:1-7. [PMID: 36473555 DOI: 10.1016/j.jhin.2022.11.017] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 11/21/2022] [Accepted: 11/28/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND Isolating patients infected or colonized with vancomycin-resistant enterococci (VRE) in a private room or cohort room to prevent hospital transmission is controversial. AIM To evaluate the effect of a relaxed isolation policy for VRE-infected or colonized patients on healthcare-associated (HA) VRE bacteraemia in an acute care hospital with a predominantly shared-room setting. METHODS The incidence of HA VRE bacteraemia was compared during a private isolation era (October 2014-September 2017), a cohort isolation era (October 2017-June 2020), and a no isolation era (July 2020-June 2022). Using Poisson regression modelling, an interrupted time-series analysis was conducted to analyse level changes and trends in incidences of HA VRE bacteraemia for each era. FINDINGS The proportion of VRE-infected or -colonized patients staying in shared rooms increased from 18.3% in the private isolation era to 82.6% in the no isolation era (P < 0.001). There was no significant difference in the incidences of HA VRE bacteraemia between the private isolation era and the cohort isolation era (relative risk: 1.01; 95% confidence interval: 0.52-1.98; P = 0.977) or between the cohort isolation era and the no isolation era (0.99; 0.77-1.26; P = 0.903). In addition, there was no significant slope increase in the incidence of HA VRE bacteraemia between any of the eras. CONCLUSION In a hospital with predominantly shared rooms, the relaxation of isolation policy did not result in increased HA VRE bacteraemia, when other infection control measures were maintained.
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Affiliation(s)
- E Chang
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - D Im
- Center for Infection Control, Seoul National University Hospital, Seoul, Republic of Korea
| | - H Y Lee
- Center for Infection Control, Seoul National University Hospital, Seoul, Republic of Korea
| | - M Lee
- Center for Infection Control, Seoul National University Hospital, Seoul, Republic of Korea
| | - C M Lee
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea; Center for Infection Control, Seoul National University Hospital, Seoul, Republic of Korea
| | - C K Kang
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea; Center for Infection Control, Seoul National University Hospital, Seoul, Republic of Korea
| | - W B Park
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea; Center for Infection Control, Seoul National University Hospital, Seoul, Republic of Korea
| | - N J Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea; Center for Infection Control, Seoul National University Hospital, Seoul, Republic of Korea
| | - P G Choe
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea; Center for Infection Control, Seoul National University Hospital, Seoul, Republic of Korea.
| | - M Oh
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea; Center for Infection Control, Seoul National University Hospital, Seoul, Republic of Korea
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Li H, Jiang XM, Cui N, Yuan C, Zhang SF, Lu QB, Yang ZD, Xin QL, Song YB, Zhang XA, Liu HZ, Du J, Fan XJ, Yuan L, Yuan YM, Wang Z, Wang J, Zhang L, Zhang DN, Wang ZB, Dai K, Bai JY, Hao ZN, Fan H, Fang LQ, Xiao G, Yang Y, Peng K, Wang HQ, Li JX, Zhang LK, Liu W. Clinical effect and antiviral mechanism of T-705 in treating severe fever with thrombocytopenia syndrome. Signal Transduct Target Ther 2021; 6:145. [PMID: 33859168 PMCID: PMC8050330 DOI: 10.1038/s41392-021-00541-3] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 01/24/2021] [Accepted: 02/27/2021] [Indexed: 11/08/2022] Open
Abstract
Severe fever with thrombocytopenia syndrome (SFTS) virus (SFTSV) is an emerging tick-borne virus with high fatality and an expanding endemic. Currently, effective anti-SFTSV intervention remains unavailable. Favipiravir (T-705) was recently reported to show in vitro and in animal model antiviral efficacy against SFTSV. Here, we conducted a single-blind, randomized controlled trial to assess the efficacy and safety of T-705 in treating SFTS (Chinese Clinical Trial Registry website, number ChiCTR1900023350). From May to August 2018, laboratory-confirmed SFTS patients were recruited from a designated hospital and randomly assigned to receive oral T-705 in combination with supportive care or supportive care only. Fatal outcome occurred in 9.5% (7/74) of T-705 treated patients and 18.3% (13/71) of controls (odds ratio, 0.466, 95% CI, 0.174-1.247). Cox regression showed a significant reduction in case fatality rate (CFR) with an adjusted hazard ratio of 0.366 (95% CI, 0.142-0.944). Among the low-viral load subgroup (RT-PCR cycle threshold ≥26), T-705 treatment significantly reduced CFR from 11.5 to 1.6% (P = 0.029), while no between-arm difference was observed in the high-viral load subgroup (RT-PCR cycle threshold <26). The T-705-treated group showed shorter viral clearance, lower incidence of hemorrhagic signs, and faster recovery of laboratory abnormities compared with the controls. The in vitro and animal experiments demonstrated that the antiviral efficacies of T-705 were proportionally induced by SFTSV mutation rates, particularly from two transition mutation types. The mutation analyses on T-705-treated serum samples disclosed a partially consistent mutagenesis pattern as those of the in vitro or animal experiments in reducing the SFTSV viral loads, further supporting the anti-SFTSV effect of T-705, especially for the low-viral loads.
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Affiliation(s)
- Hao Li
- Beijing Institute of Microbiology and Epidemiology, State Key Laboratory of Pathogen and Biosecurity, Beijing, P. R. China
| | - Xia-Ming Jiang
- State Key Laboratory of Virology, Wuhan Institute of Virology, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Wuhan, Hubei, P. R. China
| | - Ning Cui
- The 154 Hospital, People's Liberation Army, Xinyang, Henan, P. R. China
| | - Chun Yuan
- The 154 Hospital, People's Liberation Army, Xinyang, Henan, P. R. China
| | - Shao-Fei Zhang
- Beijing Institute of Microbiology and Epidemiology, State Key Laboratory of Pathogen and Biosecurity, Beijing, P. R. China
| | - Qing-Bin Lu
- School of Public Health, Peking University, Beijing, P. R. China
| | - Zhen-Dong Yang
- The 154 Hospital, People's Liberation Army, Xinyang, Henan, P. R. China
| | - Qin-Lin Xin
- State Key Laboratory of Virology, Wuhan Institute of Virology, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Wuhan, Hubei, P. R. China
| | - Ya-Bin Song
- Beijing Institute of Microbiology and Epidemiology, State Key Laboratory of Pathogen and Biosecurity, Beijing, P. R. China
| | - Xiao-Ai Zhang
- Beijing Institute of Microbiology and Epidemiology, State Key Laboratory of Pathogen and Biosecurity, Beijing, P. R. China
| | - Hai-Zhou Liu
- State Key Laboratory of Virology, Wuhan Institute of Virology, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Wuhan, Hubei, P. R. China
| | - Juan Du
- School of Public Health, Peking University, Beijing, P. R. China
| | - Xue-Juan Fan
- The 154 Hospital, People's Liberation Army, Xinyang, Henan, P. R. China
| | - Lan Yuan
- The 154 Hospital, People's Liberation Army, Xinyang, Henan, P. R. China
| | - Yi-Mei Yuan
- The 154 Hospital, People's Liberation Army, Xinyang, Henan, P. R. China
| | - Zhen Wang
- The 154 Hospital, People's Liberation Army, Xinyang, Henan, P. R. China
| | - Juan Wang
- The 154 Hospital, People's Liberation Army, Xinyang, Henan, P. R. China
| | - Lan Zhang
- The 154 Hospital, People's Liberation Army, Xinyang, Henan, P. R. China
| | - Dong-Na Zhang
- Beijing Institute of Microbiology and Epidemiology, State Key Laboratory of Pathogen and Biosecurity, Beijing, P. R. China
| | - Zhi-Bo Wang
- Beijing Institute of Microbiology and Epidemiology, State Key Laboratory of Pathogen and Biosecurity, Beijing, P. R. China
| | - Ke Dai
- Beijing Institute of Microbiology and Epidemiology, State Key Laboratory of Pathogen and Biosecurity, Beijing, P. R. China
| | - Jie-Ying Bai
- Institute of Molecular Medicine, Peking University, Beijing, P. R. China
| | - Zhao-Nian Hao
- Tongji Medical College, Huazhong University of Science and Technology, Wuhan, P. R. China
| | - Hang Fan
- Beijing Institute of Microbiology and Epidemiology, State Key Laboratory of Pathogen and Biosecurity, Beijing, P. R. China
| | - Li-Qun Fang
- Beijing Institute of Microbiology and Epidemiology, State Key Laboratory of Pathogen and Biosecurity, Beijing, P. R. China
| | - Gengfu Xiao
- State Key Laboratory of Virology, Wuhan Institute of Virology, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Wuhan, Hubei, P. R. China
| | - Yang Yang
- Department of Biostatistics and Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA
| | - Ke Peng
- State Key Laboratory of Virology, Wuhan Institute of Virology, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Wuhan, Hubei, P. R. China
| | - Hong-Quan Wang
- Beijing Institute of Microbiology and Epidemiology, State Key Laboratory of Pathogen and Biosecurity, Beijing, P. R. China
| | - Jian-Xiong Li
- Department of Cancer, People's Liberation Army General Hospital, Beijing, P. R. China.
| | - Lei-Ke Zhang
- State Key Laboratory of Virology, Wuhan Institute of Virology, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Wuhan, Hubei, P. R. China.
| | - Wei Liu
- Beijing Institute of Microbiology and Epidemiology, State Key Laboratory of Pathogen and Biosecurity, Beijing, P. R. China.
- Beijing Key Laboratory of Vector Borne and Natural Focus Infectious Diseases, Beijing, P. R. China.
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Park K, Jeong YS, Chang J, Sung H, Kim MN. Emergence of optrA-Mediated Linezolid-Nonsusceptible Enterococcus faecalis in a Tertiary Care Hospital. Ann Lab Med 2020; 40:321-325. [PMID: 32067432 PMCID: PMC7054691 DOI: 10.3343/alm.2020.40.4.321] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Revised: 12/04/2019] [Accepted: 02/05/2020] [Indexed: 11/30/2022] Open
Abstract
This study investigated resistance mechanisms and epidemiology of emerging linezolid-nonsusceptible Enterococcus faecalis (LNSEF) in a tertiary care hospital. LNSEF isolated from clinical samples were collected from November 2017 to June 2019. The isolates were investigated for linezolid resistance and the associated molecular mechanisms, including mutations of 23S rRNA domain V and acquisition of the cfr or optrA resistance gene. We used pulsed-field gel electrophoresis (PFGE) and multilocus sequence typing for the molecular typing of the isolates. Among 4,318 E. faecalis isolates, 10 (0.23%) were linezolid-nonsusceptible. All LNSEF isolates were optrA-positive and cfr-negative. Of these isolates, five were sequence type (ST) 476, two ST585, one ST16, one ST16-like, and one ST480. Six LNSEF isolates obtained in the first year clustered to three types in the PFGE analysis: two ST476 isolates of type A, two ST585 isolates of type B, and two ST16 or ST16-like isolates of type C. Seven cases were of community-onset and three were hospital acquired, but total of eight were healthcare-associated including five community-onset. None of the patients had a history of linezolid treatment, and in one patient, we detected linezolid-susceptible E. faecalis one month before LNSEF detection. In conclusion, heterogenous clones of optrA-positive LNSEF emerged in the hospital mainly via community-onset.
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Affiliation(s)
- Kuenyoul Park
- Department of Laboratory Medicine, University of Ulsan College of Medicine and Asan Medical Center, Seoul, Korea
| | - Yun Sil Jeong
- Department of Laboratory Medicine, University of Ulsan College of Medicine and Asan Medical Center, Seoul, Korea
| | - Jeonghyun Chang
- Department of Laboratory Medicine, Inje University Ilsan Paik Hospital, Goyang, Korea
| | - Heungsup Sung
- Department of Laboratory Medicine, University of Ulsan College of Medicine and Asan Medical Center, Seoul, Korea
| | - Mi Na Kim
- Department of Laboratory Medicine, University of Ulsan College of Medicine and Asan Medical Center, Seoul, Korea.
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