extended-spectrum beta-lactamase

超广谱 β - 内酰胺酶
  • 文章类型: Journal Article
    背景:与抗菌素耐药性相关的全球负担日益受到关注。这项研究的目的是评估与多重耐药(MDR)感染相关的危险因素及其在医疗保健相关(HCA)细菌性尿路感染(BUTI)患者队列中的临床影响。
    方法:这是一项对HCA-BUTI(ITUBRAS-2)患者的前瞻性多中心研究的事后分析。主要结果是MDR谱。次要结果是临床反应(在48-72小时和出院时)和从BUTI开始的住院时间。Logistic回归用于评估与MDR谱和临床反应相关的变量。使用多变量中位数回归评估住院时间。
    结果:包括443次发作,其中271例(61.17%)被分类为表达MDR谱。在单变量分析中,MDR谱与大肠杆菌发作(OR3.13,95%CI2.11-4.69,p<0.001)和广泛耐药(XDR)模式与铜绿假单胞菌病因相关(OR7.84,95%CI2.37-25.95;p=0.001)。MDR与以前使用氟喹诺酮类药物独立相关(aOR2.43;95%CI1.25-4.69),头孢菌素(aOR2.14;95%CI1.35-3.41)和亚胺培南或美罗培南(aOR2.08;95%CI1.03-4.20),但不与先前的厄他培南一起使用。在结果方面,MDR谱与较低的临床治愈频率无关,但是住院时间更长。
    结论:MDR谱与以前使用氟喹诺酮类药物独立相关,头孢菌素,亚胺培南和美罗培南,但不是之前的ertapenem.MDR-BUTI发作与临床治愈不良无关,尽管与住院时间较长独立相关。
    BACKGROUND: The global burden associated with antimicrobial resistance is of increasing concern. The aim of this study was to evaluate risk factors associated with multidrug-resistant (MDR) infection and its clinical impact in a cohort of patients with healthcare-associated (HCA) bacteremic urinary tract infections (BUTI).
    METHODS: This is a post-hoc analysis a prospective multicenter study of patients with HCA-BUTI (ITUBRAS-2). The primary outcome was MDR profile. Secondary outcomes were clinical response (at 48-72h and at hospital discharge) and length of hospital stay from onset of BUTI. Logistic regression was used to evaluate variables associated with MDR profile and clinical response. Length of hospital stay was evaluated using multivariate median regression.
    RESULTS: 443 episodes were included, of which 271 (61.17%) were classified as expressing an MDR profile. In univariate analysis, MDR profile was associated with E. coli episodes (OR 3.13, 95% CI 2.11-4.69, p<0.001) and the extensively drug-resistant (XDR) pattern with P. aeruginosa etiology (OR 7.84, 95% CI 2.37-25.95; p=0.001). MDR was independently associated with prior use of fluoroquinolones (aOR 2.43; 95% CI 1.25-4.69), cephalosporins (aOR 2.14; 95% CI 1.35-3.41) and imipenem or meropenem (aOR 2.08; 95% CI 1.03-4.20) but not with prior ertapenem. In terms of outcomes, MDR profile was not associated with lower frequency of clinical cure, but with longer hospital stay.
    CONCLUSIONS: MDR profile was independently associated with prior use of fluoroquinolones, cephalosporins, imipenem and meropenem, but not with prior ertapenem. MDR-BUTI episodes were not associated with worse clinical cure, although was independently associated with longer duration of hospital stay.
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  • 文章类型: Journal Article
    大肠杆菌,共生肠道微生物群的成员,是尿路感染(UTI)的重要病因,并且具有获得多药耐药特征的倾向,例如超广谱β-内酰胺酶(ESBLs)。尽管在撒哈拉以南非洲地区,产ESBL大肠杆菌感染的发病率增加,加纳的常规ESBL检测通常不存在,关于ESBL基因型的分子数据很少。对从中流尿液样品中回收的11个产生ESBL的大肠杆菌进行抗微生物药敏试验和全基因组序列分析。所有分离株都表现出多重耐药性,证明了对第三代头孢菌素的表型抗性,例如头孢噻肟,头孢他啶,还有头孢泊肟.三个分离株显示出对诺氟沙星(氟喹诺酮)的耐药性,一个分离株对厄他培南(碳青霉烯)表现出中等抗性。基因组草案分析确定了多种抗微生物药物抗性基因,包括ESBL基因型blaTEM-1B/TEM-190(分别为6/11和1/11),blaCTX-M-15/CTX-M-3(7/11和1/11)和blaOXA-1/OXA-181(3/11和1/11)。菌株属于10种不同的血清型和10种不同的多位点序列类型。这项研究提供了来自加纳的11种ESBL大肠杆菌的表型抗性及其基因组中的AMR基因型的信息。
    Escherichia coli, a member of the commensal intestinal microbiota, is a significant aetiology of urinary tract infections (UTIs) and has a propensity for acquiring multidrug resistance characteristics, such as extended-spectrum beta-lactamases (ESBLs). Despite the increase in the incidence of ESBL-producing E. coli infections in sub-Saharan Africa, routine ESBL detection in Ghana is often absent, and molecular data on ESBL genotypes is scarce. Eleven ESBL-producing E. coli recovered from mid-stream urine samples were subjected to antimicrobial susceptibility testing and whole-genome sequence analyses. All isolates exhibited multidrug resistance, demonstrating phenotypic resistance to third-generation cephalosporins, such as cefotaxime, ceftazidime, and cefpodoxime. Three isolates demonstrated resistance to norfloxacin (a fluoroquinolone), and one isolate demonstrated intermediate resistance to ertapenem (a carbapenem). Analysis of the draft genomes identified multiple antimicrobial resistance genes including ESBL genotypes blaTEM-1B/TEM-190 (6/11 and 1/11, respectively), blaCTX-M-15/CTX-M-3 (7/11 and 1/11) and blaOXA-1/OXA-181 (3/11 and 1/11). The strains belong to 10 different serotypes and 10 different multilocus sequence types. This study provides information on phenotypic resistance in 11 ESBL E. coli from Ghana and AMR genotypes within their genomes.
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  • 文章类型: Journal Article
    产超广谱β-内酰胺酶(ESBL)的肠杆菌科,包括大肠杆菌(E.大肠杆菌),由于其多重耐药(MDR)表型及其在水生环境中的快速传播,被认为是全球公共卫生威胁。然而,调查黎巴嫩地表水中产生ESBL的大肠杆菌的患病率和抗菌素耐药性(AMR)的研究有限。
    本研究旨在评估来自黎巴嫩北部省不同地点的地表水样品中产生ESBL的大肠杆菌的理化性质和微生物污染负荷,并确定AMR模式的分布。
    从黎巴嫩北部的25个主要地点收集了水样。分析这些样品是否存在总的大肠杆菌,大肠杆菌,和粪便肠球菌.然后对大肠杆菌分离株进行表型和遗传表征以确定它们的抗性模式和系统发育组。
    100个样本中有56个样本对产生ESBL的大肠杆菌呈阳性,主要藏有blaCTX-M(40/56,71%),包括blaCTX-M-15(33/40,82%),blaTEM基因(36/56,64%),blaSHV(20/56,36%),blaOXA(16/56,29%)包括blaOXA-48基因(11/16,69%)。大多数产生ESBL的大肠杆菌分离株属于肠外致病性系统群B2(40/56,71.4%),而10/56(17.9%)属于共生系统群A。
    我们的结果强调需要实施有效的水监测策略,以控制产生ESBL的大肠杆菌在地表水中的传播,从而减轻人和动物健康的负担。
    UNASSIGNED: Extended-spectrum beta-lactamase (ESBL)-producing Enterobacteriaceae including Escherichia coli (E. coli), are recognized as a global public health threat due to their multidrug-resistant (MDR) phenotypes and their rapid dissemination in aquatic environments. Nevertheless, studies investigating the prevalence and antimicrobial resistance (AMR) profile of ESBL-producing E. coli in Lebanese surface water are limited.
    UNASSIGNED: This study aimed to assess the physicochemical properties and microbial contamination load and to determine the distribution of AMR patterns of ESBL-producing E. coli in surface water samples from different sites in the North Governorate of Lebanon.
    UNASSIGNED: Water samples were collected from 25 major sites in North Lebanon. These samples were analyzed for the presence of total coliforms, E. coli, and fecal enterococci. Phenotypic and genetic characterizations were then performed for E. coli isolates to determine their resistance patterns and phylogenetic groups.
    UNASSIGNED: Fifty-six samples out of 100 samples were positive for ESBL-producing E. coli, mostly harboring blaCTX-M (40/56, 71%) including blaCTX-M-15 (33/40, 82%), blaTEM gene (36/56, 64%), blaSHV (20/56, 36%), and blaOXA (16/56, 29%) including blaOXA-48 gene (11/16, 69%). Most ESBL-producing E. coli isolates belonged to the extra-intestinal pathogenic phylogroup B2 (40/56, 71.4%) while 10/56 (17.9%) belonged to the commensal phylogroup A.
    UNASSIGNED: Our results highlight the need to implement effective water monitoring strategies to control transmission of ESBL-producing E. coli in surface water and thus reduce the burden on human and animal health.
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  • 文章类型: Journal Article
    这项研究的目的是评估对替莫西林的耐药比例,替加环素,环丙沙星,和称为t2c2的氯霉素表型,该表型是由ramAR基因座内的突变引起的,该突变是在法国大学医院的三个重症监护病房中分离的3年的超广谱β-内酰胺酶-肠杆菌(ESBL-E)中分离的。对所有443ESBL-E进行了两种平行方法,包括:(i)替莫西林的最低抑制浓度,替加环素,环丙沙星,和氯霉素被确定,(ii)从Illumina测序平台获得的基因组进行分析,以确定多位点序列类型,抗性体,以及包括ramAR操纵子在内的几种tetR相关基因的多样性。在包括的443种ESBL-E菌株中,大肠杆菌分离株(n=194),肺炎克雷伯菌(n=122),发现阴沟肠杆菌复合体(Ecc)(n=127)。31种ESBL-E菌株(7%),16肺炎克雷伯菌(13.1%),15例Ecc(11.8%)除了它们的ESBL谱外,还呈现了t2c2表型,而没有大肠杆菌呈现这些抗性。通过添加Phe-Arg-β-萘甲酰胺,t2c2表型总是可逆的,表明阻力结瘤泵在这些观察中的作用。与t2c2表型相关的突变仅限于RamR,ramAR基因间区(IR),AcrRRamR中的突变由其DNA结合域内或蛋白质-底物相互作用的关键位点内的C-或N-末端缺失和氨基酸取代组成。ramARIR显示参与RamRDNA结合结构域的核苷酸取代。序列的这种多样性表明RamR和ramARIR代表细菌抗微生物抗性的主要遗传事件。在重症监护病房(ICU)住院的患者中,由传染病引起的死亡率很高。这些结果的一部分可以用抗生素耐药性来解释,这延误了适当的治疗。可转移的抗生素抗性基因是解释ICU中多药耐药(MDR)细菌高率的众所周知的机制。这项研究描述了染色体突变的患病率,这导致MDR细菌中额外的抗生素耐药性。超过12%的肺炎克雷伯菌和阴沟肠杆菌复杂菌株在ramAR基因座内出现突变,与称为AcrAB-TolC的外排泵和孔蛋白:OmpF的失调有关。这些失调导致抗生素产量增加,特别是替加环素,环丙沙星,和氯霉素与β-内酰胺的输入减少有关,尤其是替莫西林.转录调节因子如ramAR基因座内的突变在抗生素抗性传播中起主要作用,需要进一步探索。
    The aim of this study was to evaluate the proportion of resistance to a temocillin, tigecycline, ciprofloxacin, and chloramphenicol phenotype called t2c2 that resulted from mutations within the ramAR locus among extended-spectrum β-lactamases-Enterobacterales (ESBL-E) isolated in three intensive care units for 3 years in a French university hospital. Two parallel approaches were performed on all 443 ESBL-E included: (i) the minimal inhibitory concentrations of temocillin, tigecycline, ciprofloxacin, and chloramphenicol were determined and (ii) the genomes obtained from the Illumina sequencing platform were analyzed to determine multilocus sequence types, resistomes, and diversity of several tetR-associated genes including ramAR operon. Among the 443 ESBL-E strains included, isolates of Escherichia coli (n = 194), Klebsiella pneumoniae (n = 122), and Enterobacter cloacae complex (Ecc) (n = 127) were found. Thirty-one ESBL-E strains (7%), 16 K. pneumoniae (13.1%), and 15 Ecc (11.8%) presented the t2c2 phenotype in addition to their ESBL profile, whereas no E. coli presented these resistances. The t2c2 phenotype was invariably reversible by the addition of Phe-Arg-β-naphthylamide, indicating a role of resistance-nodulation-division pumps in these observations. Mutations associated with the t2c2 phenotype were restricted to RamR, the ramAR intergenic region (IR), and AcrR. Mutations in RamR consisted of C- or N-terminal deletions and amino acid substitutions inside its DNA-binding domain or within key sites of protein-substrate interactions. The ramAR IR showed nucleotide substitutions involved in the RamR DNA-binding domain. This diversity of sequences suggested that RamR and the ramAR IR represent major genetic events for bacterial antimicrobial resistance.IMPORTANCEMorbimortality caused by infectious diseases is very high among patients hospitalized in intensive care units (ICUs). A part of these outcomes can be explained by antibiotic resistance, which delays the appropriate therapy. The transferable antibiotic resistance gene is a well-known mechanism to explain the high rate of multidrug resistance (MDR) bacteria in ICUs. This study describes the prevalence of chromosomal mutations, which led to additional antibiotic resistance among MDR bacteria. More than 12% of Klebsiella pneumoniae and Enterobacter cloacae complex strains presented mutations within the ramAR locus associated with a dysregulation of an efflux pump called AcrAB-TolC and a porin: OmpF. These dysregulations led to an increase in antibiotic output notably tigecycline, ciprofloxacin, and chloramphenicol associated with a decrease of input for beta-lactam, especially temocillin. Mutations within transcriptional regulators such as ramAR locus played a major role in antibiotic resistance dissemination and need to be further explored.
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  • 文章类型: Journal Article
    产超广谱β-内酰胺酶(ESBL)的大肠杆菌和肺炎克雷伯菌引起的尿路感染(UTI)是老年人发病和死亡的主要原因。确定ESBL生产的相关因素可能有助于更适当的经验处理。
    这是一项前瞻性观察性研究。包括年龄>65岁的因大肠杆菌或肺炎克雷伯菌引起的社区发作或医院获得性上尿路感染的住院患者。进行多变量分析。
    共纳入97例患者。大肠杆菌或肺炎克雷伯菌UTI中ESBL的患病率为69.1%(n=67)。发现UTI诊断时的CRP值在ESBL产生组中明显更高(p=0.004)。多因素分析显示,男性性别(OR:2.72,CI:1.02-7.25),既往复发性尿路感染(OR:3.14,CI:1.21-8.14),继发菌血症的发生(OR:4.95,CI:1.03-23.89)是老年人UTI的主要相关因素,原因是产生ESBL的大肠杆菌和肺炎克雷伯菌.
    有复发性UTI病史的老年男性中的严重UTI可能是临床医生在高ESBL患病率背景下产生ESBL的警告。碳青霉烯类抗生素可优先用于具有已知ESBL危险因素的患者的经验性治疗。
    UNASSIGNED: Urinary tract infections (UTIs) due to extended-spectrum beta-lactamase (ESBL) producing Escherichia coli and Klebsiella pneumoniae are among the leading causes of morbidity and mortality in older adults. Identifying associated factors for ESBL production may contribute to more appropriate empirical treatment.
    UNASSIGNED: This was a prospective observational study. Hospitalized patients of age > 65 with community-onset or hospital-acquired upper UTI due to E. coli or Klebsiella pneumoniae were included. A multivariate analysis was performed.
    UNASSIGNED: A total of 97 patients were included. ESBL prevalence among UTIs with E. coli or Klebsiella pneumoniae was 69.1% (n = 67). CRP values at the time of UTI diagnosis were found to be significantly higher in the ESBL-producing group (p = 0.004). The multivariate analysis revealed that male gender (OR: 2.72, CI: 1.02-7.25), prior recurrent UTI (OR: 3.14, CI: 1.21-8.14), and the development of secondary bacteremia (OR: 4.95, CI: 1.03-23.89) were major associated factors for UTI in older adults due to ESBL-producing E. coli and Klebsiella pneumoniae.
    UNASSIGNED: Severe UTI in older men with a history of recurrent UTI may be a warning to the clinician for ESBL production in the setting of high ESBL prevalence. Carbapenems may be prioritized in the empirical treatment of patients with known risk factors for ESBL.
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  • 文章类型: Journal Article
    我们建立了肺炎克雷伯菌菌血症患者对头孢噻肟耐药的预测模型。将肺炎克雷伯菌菌血症的成年患者分为衍生(2018年3月至2019年12月)和验证(2020年1月至2020年8月)队列。预测评分系统基于逻辑回归模型确定的与头孢噻肟耐药相关的因素。共纳入358例患者(256例用于推导,102用于验证)。在多变量分析中,年龄≥65岁,医院获得性感染,先前使用抗菌药物,在衍生队列中,更新的Charlson合并症指数≥3分与头孢噻肟耐药相关.当每个变量计为1点时,曲线下面积的值在推导中为0.761,在验证队列中为0.781.使用Youden指数的最佳临界值为≥2,敏感性为73.6%,特异性为67.5%。我们简单的评分系统可以很好地预测头孢噻肟的耐药性。
    We developed a prediction model for cefotaxime resistance in patients with K. pneumoniae bacteremia. Adult patients with K. pneumoniae bacteremia were grouped into derivation (from March 2018 to December 2019) and validation (from January 2020 to August 2020) cohorts. The prediction scoring system was based on factors associated with cefotaxime resistance identified by the logistic regression model. A total of 358 patients were enrolled (256 for derivation, 102 for validation). In the multivariable analysis, age ≥65 years, hospital-acquired infection, prior antimicrobial use, and an updated Charlson comorbidity index ≥3 points were associated with cefotaxime resistance in the derivation cohort. When each variable was counted as 1 point, the values of the area under the curve were 0.761 in the derivation and 0.781 in the validation cohorts. The best cutoff value using the Youden index was ≥2 with 73.6% sensitivity and 67.5% specificity. Our simple scoring system favorably predicted cefotaxime resistance.
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  • 文章类型: Journal Article
    背景:缺乏关于碳青霉烯类抗生素替代抗生素对抗生素耐药性(AMR)尿路病原体引起的复杂尿路感染(cUTIs)的疗效的具体数据。
    目的:本研究旨在评估碳青霉烯类抗生素和非碳青霉烯类抗生素在AMR尿路病原体引起的cUTIs临床结局中的疗效。
    方法:在本系统综述和荟萃分析中,数据库,包括MEDLINE/PubMed,Cochrane图书馆,EmbaseandClinicalTrials.gov,被搜查了。研究资格标准是作为评估cUTI复合结局的随机对照试验进行的研究文章。参与者是由对第三代头孢菌素耐药的革兰氏阴性尿路病原体引起的cUTI成年患者。该干预措施涉及非碳青霉烯类抗菌药物,具有针对对第三代头孢菌素耐药的革兰氏阴性尿路病原体的体外活性。两名独立研究人员使用第二版Cochrane偏见风险工具进行随机试验,评估了偏见风险。使用随机效应模型将对每个结果的治疗效果估计为具有95%置信区间(CI)的风险比(RR)。使用CochraneQ检验和I2统计量评估异质性。
    结果:通过数据库搜索,检索到955篇文章。筛选标题和摘要后,全文共筛选52篇。最后,12项研究符合纳入标准。替代抗生素和碳青霉烯类抗生素之间的疗效没有显着差异(复合结局,RR,0.96;95%CI,0.63-1.49;I2=21%;证据确定性低)。
    结论:替代抗生素治疗对第三代头孢菌素耐药的革兰阴性尿路病原体引起的cUTI患者的临床疗效与碳青霉烯类抗生素相似。
    BACKGROUND: Specific data concerning the efficacy of alternative antibiotics for carbapenems against complicated urinary tract infections (cUTIs) attributed to antimicrobial-resistant (AMR) uropathogens are lacking.
    OBJECTIVE: This study aimed to assess the efficacy of carbapenems and non-carbapenem antibiotics in the clinical outcomes of cUTIs caused by AMR uropathogens.
    METHODS: In this systematic review and meta-analysis, databases, including MEDLINE/PubMed, the Cochrane Library, Embase and ClinicalTrials.gov, were searched. The study eligibility criteria were research articles conducted as randomised controlled trials that evaluated the composite outcomes of cUTIs. Participants were adult patients with cUTIs caused by gram-negative uropathogens resistant to third-generation cephalosporins. The intervention involved a non-carbapenem class of antimicrobial agents with in vitro activities against gram-negative uropathogens resistant to third-generation cephalosporins. Two independent researchers assessed the risk-of-bias using the second version of the Cochrane risk-of-bias tool for randomised trials. The treatment effects on each outcome were estimated as a risk ratio (RR) with a 95 % confidence interval (CI) using the random-effects model. Heterogeneity was assessed using the Cochrane Q-test and I2 statistics.
    RESULTS: Through database searches, 955 articles were retrieved. After screening the titles and abstracts, 52 articles were screened in full text. Finally, 12 studies met the inclusion criteria. No significant differences in efficacy were observed between alternative antibiotics and carbapenems (composite outcome, RR, 0.96; 95 % CI, 0.63-1.49; I2 = 21 %; low certainty of evidence).
    CONCLUSIONS: Alternative antibiotics had clinical efficacy similar to that of carbapenems for treating patients with cUTI caused by gram-negative uropathogens resistant to third-generation cephalosporins.
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  • 文章类型: Journal Article
    肺炎克雷伯菌是一种机会性病原体,可引起医院和社区获得性感染。其致病性与多种毒力因子和抗生素耐药性有关。本研究的目的是比较ESBL和非ESBL分离株之间的毒力属性。
    在布什尔省收集了113名肺炎克雷伯菌,其中包括56名ESBL和57名非ESBL生产者,伊朗,从2017年11月到2019年2月。酶谱,对高粘膜粘度和生物膜形成进行了表型研究。此外,RMPA的存在,aerobactin,kfu,allS,mrkD,ybtS,entB,IutA,FIMH,wabG,wcag,通过PCR和测序检测K1和K2基因。
    ESBL生产者和非ESBL生产者之间的酶谱没有统计学上的显着差异。与非ESBL生产者相比,ESBL中的高粘度患病率较低,但ESBL生产者中的生物膜强度较高。在毒力基因中,K1,rmpA,IutA,仅在非ESBLs中观察到空气动力学。此外,所有的马车,K,K2、rmpA、与非高粘膜粘性分离株相比,iutA和aero基因在高粘膜粘性中更高。
    潜在致病性分离株的鉴定在防止其传播以及治疗成功方面起着重要作用。
    UNASSIGNED: Klebsiella pneumoniae is an opportunistic pathogen responsible for causing nosocomial and community-acquired infections. Its pathogenicity is associated with a variety of virulence factors and antibiotic resistance. The aim of the present study was to compare virulence attributes between ESBL and non-ESBL producing isolates.
    UNASSIGNED: A total of 113 K. pneumoniae including 56 ESBL and 57 non ESBL-producers were collected in Bushehr province, Iran, from November 2017 to February 2019. Enzymatic profile, hypermucoviscosity and biofilm formation were investigated phenotypically. In addition, the presence of rmpA, aerobactin, kfu, allS, mrkD, ybtS, entB, iutA, fimH, wabG, wcaG, K1 and K2 genes were detected by PCR and sequencing.
    UNASSIGNED: There was no statistically significant difference in enzymatic profile between ESBL and non-ESBL producers. The prevalence of the hypermocoviscosity was lower among ESBL compared to non-ESBL producers but the intensity of biofilm was higher in the ESBL producers. Among the virulence genes, K1, rmpA, iutA, and aero were observed only in non-ESBLs. Moreover, the carriage of allS, K, K2, rmpA, iutA and aero genes was higher in hypermucoviscous in comparison with non hypermucoviscous isolates.
    UNASSIGNED: The identification of potentially pathogenic isolates plays an important role in preventing their spread as well as the success of their treatment.
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  • 文章类型: Journal Article
    背景:抗菌药物管理的重点是确定需要ESBL靶向治疗的患者。规则工具已经在低地方性的领域进行了广泛的研究;然而,这些工具对于ESBL高发地区是不够的,因为几乎所有患者都将被选中。
    目的:开发一种基于机器学习的排除工具,适用于高电阻水平的区域。
    方法:我们使用梯度增强决策树对17,913例(45%ESBL)大肠杆菌和肺炎克雷伯菌患者尿液培养数据的风险预测模型进行训练和验证。我们评估了不同变量组的预测能力,使用Shapley值来评估变量贡献。
    结果:我们的模型成功地确定了ESBL流行区ESBL耐药风险低的患者(AUC-ROC0.72)。当用于选择具有最低预测风险的30%的患者时,该模型的阴性预测值≥0.74.我们还证明了具有七个输入特征的模型可以与我们的完整模型一样好。这个简化的模型可以作为Web应用程序自由访问。
    结论:我们的研究表明,抗生素耐药性的风险计算器可能是减少ESBL流行地区ESBL靶向治疗使用的可行排除策略。仅具有有限特征的模型的稳健性能使得这种工具的临床使用是可行的。在ESBL发病率不断增长的时代,一些专家呼吁在高ESBL患病率地区的所有患者中使用碳青霉烯类抗生素作为一线治疗,我们的工具提供了一个重要的替代方案。
    BACKGROUND: Antimicrobial stewardship focuses on identifying patients who require extended-spectrum beta-lactamase (ESBL)-targeted therapy. \'Rule-in\' tools have been researched extensively in areas of low endemicity; however, such tools are inadequate for areas with high prevalence of ESBL-producing pathogens, as almost all patients will be selected.
    OBJECTIVE: To develop a machine-learning-based \'rule-out\' tool suitable for areas with high levels of resistance.
    METHODS: Gradient-boosted decision trees were used to train and validate a risk prediction model on data from 17,913 (45% ESBL) patients with Escherichia coli and Klebsiella pneumoniae in urine cultures. The predictive power of different sets of variables was evaluated using Shapley values to evaluate the contributions of variables.
    RESULTS: The model successfully identified patients with low risk of ESBL resistance in ESBL-endemic areas (area under receiver operating characteristic curve 0.72). When used to select the 30% of patients with the lowest predicted risk, the model yielded a negative predictive value ≥0.74. A simplified model with seven input features was found to perform nearly as well as the full model. This simplified model is freely accessible as a web application.
    CONCLUSIONS: This study found that a risk calculator for antibiotic resistance can be a viable \'rule-out\' strategy to reduce the use of ESBL-targeted therapy in ESBL-endemic areas. The robust performance of a version of the model with limited features makes the clinical use of such a tool feasible. This tool provides an important alternative in an era with growing rates of ESBL-producing pathogens, where some experts have called for empirical use of carbapenems as first-line therapy for all patients in areas with high prevalence of ESBL-producing pathogens.
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  • 文章类型: Journal Article
    早期的研究已经验证了从食物中分离产超广谱β-内酰胺酶的沙门氏菌(ESBL-Sal)菌株。虽然家禽被认为是沙门氏菌污染的水库,有关ESBL-Sal的相关数据仍然有限.因此,食品和药品安全部已分离出沙门氏菌。并通过全基因组测序评估其抗生素敏感性和遗传特征。为了进一步阐明这些方面,这项研究调查了患病率,抗生素耐药性概况,基因组特征,ESBL-Salspp的同源性。从韩国零售店的牲畜衍生产品中获得。共653种沙门氏菌。从1876份肉类样本中分离出来,包括509牛肉,503猪肉,555鸡肉,和309个鸭子样本。沙门氏菌的患病率为0.0%,1.1%,22.2%,牛肉中的36.1%,猪肉,鸡肉,和鸭子样本,分别。ESBL-Sal仅在禽肉中鉴定,鸡样本中的患病率为1.4%(8/555),鸭样本中的患病率为0.3%(1/309)。所有ESBL-Sal菌株均携带blaCTX-M-1基因并表现出对氨苄青霉素的抗性,头孢噻呋酯,头孢他啶,萘啶酸,还有四环素.8个ESBL-Sal分离株被鉴定为具有序列类型(ST)11的肠炎沙门氏菌。肠炎-ST11菌株的主要质粒复制子为IncFIB(S)和IncFII(S),携带抗菌素抗性基因(β-内酰胺,四环素,和氨基糖苷)和166个毒力因子基因。这项研究的结果为韩国食物链中ESBL-Sal的监测和监测提供了有价值的见解。
    Earlier studies have validated the isolation of extended-spectrum beta-lactamase-producing Salmonella (ESBL-Sal) strains from food. While poultry is recognized as a reservoir for Salmonella contamination, pertinent data regarding ESBL-Sal remains limited. Consequently, the Ministry of Food and Drug Safety has isolated Salmonella spp. from retail meat and evaluated their antibiotic susceptibility and genetic characteristics via whole-genome sequencing. To further elucidate these aspects, this study investigates the prevalence, antibiotic resistance profiles, genomic characteristics, and homology of ESBL-Sal spp. obtained from livestock-derived products in South Korean retail outlets. A total of 653 Salmonella spp. were isolated from 1,876 meat samples, including 509 beef, 503 pork, 555 chicken, and 309 duck samples. The prevalence rates of Salmonella were 0.0%, 1.4%, 17.5%, and 28.2% in the beef, pork, chicken, and duck samples, respectively. ESBL-Sal was exclusively identified in poultry meat, with a prevalence of 1.4% in the chicken samples (8/555) and 0.3% in the duck samples (1/309). All ESBL-Sal strains carried the blaCTX-M-1 gene and exhibited resistance to ampicillin, ceftiofur, ceftazidime, nalidixic acid, and tetracycline. Eight ESBL-Sal isolates were identified as S. Enteritidis with sequence type (ST) 11. The major plasmid replicons of the Enteritidis-ST11 strains were IncFIB(S) and IncFII(S), carrying antimicrobial resistance genes (β-lactam, tetracycline, and aminoglycoside) and 166 virulence factor genes. The results of this study provide valuable insights for the surveillance and monitoring of ESBL-Sal in South Korean food chain.
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