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Dairy Cattle and the Iconic Autochthonous Cattle in Northern Portugal Are Reservoirs of Multidrug-Resistant Escherichia coli. 奶牛和葡萄牙北部标志性的本地牛是耐多药大肠杆菌的储存库。
IF 4.3 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-12-11 DOI: 10.3390/antibiotics13121208
Sandra Quinteira, Rui Dantas, Luís Pinho, Carla Campos, Ana R Freitas, Nuno V Brito, Carla Miranda

Background/Objectives: Animals destined for human consumption play a key role in potentially transmitting bacteria carrying antibiotic resistance genes. However, there is limited knowledge about the carriage of antibiotic-resistant bacteria in native breeds. We aimed to characterize the phenotypic profiles and antibiotic resistance genes in Escherichia coli isolated from bovines, including three native Portuguese bovine breeds. Methods: Forty-nine E. coli isolates were selected from 640 fecal samples pooled by age group (eight adult or eight calf samples) from each farm, representing both dairy cattle raised in intensive systems and meat cattle raised in extensive systems in Northern Portugal. The presumptive E. coli colonies plated onto MacConkey agar were confirmed using matrix-assisted laser desorption ionization time-of-flight mass spectrometry (MALDI-TOF MS). The antibiotic resistance profiles were screened by antimicrobial susceptibility testing (EUCAST/CLSI guidelines), and the antibiotic resistance genes by PCR. Results: Most isolates showed resistance to ampicillin (69%), tetracycline (57%), gentamicin (55%), and trimethoprim + sulfamethoxazole (53%), with no resistance to imipenem. Resistance to at least one antibiotic was found in 92% of isolates, while 59% exhibited multidrug resistance. Most calf isolates, including those from native breeds, showed a multidrug-resistant phenotype. Among the adults, this was only observed in Holstein-Friesian and Barrosã cattle. None of the Holstein-Friesian isolates were susceptible to all the tested antibiotics. ESBL-producing E. coli was identified in 39% of isolates, including those from Holstein-Friesian calves and adults, Cachena calves and Minhota adults. The sul2 gene was detected in 69% of isolates, followed by blaCTX-M (45%), aac(3')-IV (41%), and aac(6')-Ib-cr (31%), with a higher prevalence in adults. Conclusions: This pioneering study highlights the concerning presence of multidrug-resistant E. coli in native Portuguese cattle breeds.

背景/目的:供人类食用的动物在携带抗生素耐药基因的细菌的潜在传播中起着关键作用。然而,对本地品种中耐抗生素细菌的携带情况了解有限。我们的目的是表征从牛分离的大肠杆菌的表型特征和抗生素抗性基因,包括三个葡萄牙本土牛品种。方法:从每个农场按年龄组(8个成年或8个小牛样本)收集的640份粪便样本中筛选出49株大肠杆菌,分别代表葡萄牙北部集约化系统饲养的奶牛和粗放化系统饲养的肉牛。利用基质辅助激光解吸电离飞行时间质谱法(MALDI-TOF MS)对mcconkey琼脂上推定的大肠杆菌菌落进行了证实。采用抗生素敏感性试验(EUCAST/CLSI指南)筛选耐药谱,采用PCR筛选耐药基因。结果:大多数分离株对氨苄西林(69%)、四环素(57%)、庆大霉素(55%)、甲氧苄啶+磺胺甲恶唑(53%)耐药,对亚胺培南无耐药。在92%的分离株中发现对至少一种抗生素耐药,而59%的分离株表现出多药耐药。大多数小牛分离株,包括来自本地品种的分离株,显示出多重耐药表型。在成年牛中,这只在荷尔斯泰因-弗里西亚和Barrosã牛中观察到。没有一株荷斯泰因-弗里氏菌对所有试验抗生素敏感。在39%的分离株中鉴定出产eslb的大肠杆菌,包括荷尔斯坦-弗里西亚犊牛和成年、卡西纳犊牛和米霍塔成年的分离株。sul2基因在69%的分离株中检出,其次是blaCTX-M(45%)、aac(3')-IV(41%)和aac(6')-Ib-cr(31%),成人中检出率较高。结论:这项开创性的研究强调了葡萄牙本土牛品种中存在的耐多药大肠杆菌。
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引用次数: 0
Fusion Partner Facilitates Expression of Cell-Penetrating Peptide L2 in Pichia pastoris. 融合伙伴促进细胞穿透肽L2在毕赤酵母中的表达。
IF 4.3 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-12-11 DOI: 10.3390/antibiotics13121207
Xuan Li, Na Yang, Yuxin Fang, Ruoyu Mao, Ya Hao, Da Teng, Na Dong, Anshan Shan, Jianhua Wang

Background: L2 is formed by combining the pheromone of Streptococcus agalactiae (S. agalactiae) and a cell-penetrating peptide (CPP) with cell-penetrating selectivity. L2 has more significant penetration and better specificity for killing S. agalactiae. However, the production of AMPs by chemical synthesis is always a challenge because of the production cost.

Methods: This study was devoted to the heterologous expression of the cell-penetrating peptide L2 in Pichia pastoris using SUMO and a short acidic fusion tag as fusion partners, and the high-density expression of SUMO-L2 was achieved in a 5 L fermenter.

Results: The results showed that SUMO-L2 expression in the 5 L fermenter reached 629 mg/L. The antibacterial activity of recombinant L2 was examined; the minimum inhibitory concentration (MICs) and minimum bactericidal concentration (MBCs) of purified L2 were 4-8 μg/mL and 8-16 μg/mL against S. agalactiae after 84 h of lysis with 50% formic acid.

Conclusions: The findings suggest that SUMO is a suitable fusion tag to express cell-penetrating peptide L2.

背景:L2是由无乳链球菌(S. agalactiae)的信息素与具有细胞穿透选择性的细胞穿透肽(CPP)结合形成的。L2对无乳链球菌具有更显著的穿透性和更好的特异性。然而,由于生产成本的原因,化学合成AMPs一直是一个挑战。方法:本研究以SUMO和短酸性融合标签作为融合伙伴,在毕赤酵母中进行细胞穿透肽L2的异源表达,并在5l发酵罐中实现SUMO-L2的高密度表达。结果:5 L发酵罐中SUMO-L2表达量达到629 mg/L。检测重组蛋白L2的抑菌活性;50%甲酸裂解84 h后,纯化的L2对无乳链球菌的最低抑菌浓度(mic)为4 ~ 8 μg/mL,最低杀菌浓度(MBCs)为8 ~ 16 μg/mL。结论:SUMO是表达细胞穿透肽L2的合适融合标签。
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引用次数: 0
A 15-Year Observational Cohort of Acute Empyema at a Single-Center in Japan. 日本单中心急性脓胸15年观察队列研究
IF 4.3 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-12-11 DOI: 10.3390/antibiotics13121205
Nobuhiro Asai, Wataru Ohashi, Yuichi Shibata, Daisuke Sakanashi, Hideo Kato, Mao Hagihara, Hiroyuki Suematsu, Hiroshige Mikamo

Introduction: Despite the advancements in diagnostic methods and antibiotic treatment, empyema is a critical respiratory infection, showing a high mortality rate of 10-25%. Patients and Methods: To evaluate the bacterial etiology and prognostic factors of acute empyema, we conducted this long-term retrospective cohort study at our institute between 2008 and 2022. Results: A total of 80 patients were enrolled in this cohort. The median age was 72 years (range 19 to 93 years), and 61 (76%) were male. The most common underlying disease was malignancy, seen in 28 (35%). The mean Charlson comorbidity index (CCI) was 2.7 (±2.4). The 30-day and in-hospital mortality were 9 (11%) and 15 (19%), respectively. Univariate analysis revealed that healthcare-associated infection, inappropriate treatment, high CCI score, performance status (PS) of 2-4, and isolation of potentially drug-resistant (PDR) pathogens were poor prognostic factors. Finally, multivariate analysis showed that high CCI score (p = 0.009) and isolation of PDR pathogens (p = 0.011) were independent poor prognostic factors for in-hospital death in acute empyema. Conclusions: We found that higher CCI scores and isolation of PDR pathogens were independent poor prognostic factors for in-hospital mortality among empyema patients.

导论:尽管诊断方法和抗生素治疗取得了进步,但脓胸是一种严重的呼吸道感染,死亡率高达10-25%。患者和方法:为了评估急性脓胸的细菌病因和预后因素,我们于2008年至2022年在我们研究所进行了这项长期回顾性队列研究。结果:该队列共纳入80例患者。中位年龄为72岁(19 ~ 93岁),男性61例(76%)。最常见的基础疾病是恶性肿瘤,28例(35%)。平均Charlson共病指数(CCI)为2.7(±2.4)。30天死亡率和住院死亡率分别为9(11%)和15(19%)。单因素分析显示,医疗保健相关感染、不适当的治疗、高CCI评分、2-4的性能状态(PS)和潜在耐药(PDR)病原体的分离是不良预后因素。最后,多因素分析显示,高CCI评分(p = 0.009)和PDR病原菌的分离(p = 0.011)是急性脓胸院内死亡的独立预后不良因素。结论:我们发现较高的CCI评分和PDR病原体的分离是导致脓胸患者住院死亡率的独立预后不良因素。
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引用次数: 0
Pseudomonas aeruginosa Isolation from Urine Culture in Hospitalised Patients: Incidence of Complicated Urinary Tract Infections and Asymptomatic Bacteriurias and Impact on Treatment of the EUCAST 2020 Update. 住院患者尿培养中铜绿假单胞菌的分离:并发症尿路感染和无症状细菌尿的发生率及其对EUCAST 2020更新治疗的影响
IF 4.3 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-12-11 DOI: 10.3390/antibiotics13121206
Carlo Pallotto, Paolo Milani, Caterina Catalpi, Donatella Pietrella, Giuseppe Curcio, Filippo Allegrucci, Anna Gidari, Elisabetta Svizzeretto, Giovanni Genga, Andrea Tommasi, Antonella Mencacci, Daniela Francisci

Background. Urinary tract infections (UTIs) and asymptomatic bacteriurias (ABU) represent a large field of interest for antimicrobial stewardship programmes especially after 2020 EUCAST update in antimicrobial susceptibility testing interpretation and the possible related increase in carbapenems' prescription rate. The aim of this study was to evaluate the impact of the 2020 EUCAST update on antibiotic prescription in UTI due to Pseudomonas aeruginosa organism and their characteristics. Methods. A retrospective observational study. We enrolled all the patients with P. aeruginosa isolation from urine, admitted to our hospital from 2018 to 2021. We compared demographic, clinical, and microbiological characteristics and treatment between cases before 2020 EUCAST update (period A, 2018-2019) and after it (period B, 2020-2021). Results. A total of 643 cases was analysed, 278 in period A and 365 in period B; 65% were ABU. Carbapenems' prescription rate significantly increased in period B when considering ABU alone (21.4% vs. 41%, p = 0.016) and all the treated cases (treated ABU and UTI; 27.8% vs. 41.4%, p = 0.013); anti-Pseudomonas cephalosporins prescription significantly decreased in period B when considering ABU alone (15.7% vs. 3.6%, p = 0.021), UTI alone (20.7% vs. 5.9%, p = 0.009) and all the treated cases (18.5% vs. 5.9%, p = 0.001). Conclusions. The 2020 EUCAST update could have contributed to an increase in carbapenem prescriptions. UTI and ABU represent a large field of interest for stewardship interventions both from a diagnostic and therapeutic point of view.

背景。尿路感染(uti)和无症状细菌(ABU)是抗菌药物管理规划的一个重要领域,特别是在2020年EUCAST更新抗菌药物敏感性测试解释和碳青霉烯类药物处方率可能相关的增加之后。本研究的目的是评估2020年EUCAST更新对铜绿假单胞菌细菌引起的尿路感染抗生素处方的影响及其特征。方法。回顾性观察性研究。我们纳入了2018年至2021年在我院住院的所有从尿液中分离出铜绿假单胞菌的患者。我们比较了2020年EUCAST更新之前(A期,2018-2019)和之后(B期,2020-2021)病例的人口统计学、临床和微生物学特征和治疗。结果。共分析643例,A期278例,B期365例;65%是ABU。单独考虑ABU时,碳青霉烯类药物的处方率在B期显著增加(21.4%比41%,p = 0.016),所有治疗病例(治疗ABU和UTI;27.8% vs. 41.4%, p = 0.013);单独考虑ABU (15.7% vs. 3.6%, p = 0.021)、单独考虑UTI (20.7% vs. 5.9%, p = 0.009)和所有治疗病例(18.5% vs. 5.9%, p = 0.001), B期抗假单胞菌头孢菌素处方显著减少。结论。2020年EUCAST的更新可能导致碳青霉烯类处方的增加。从诊断和治疗的角度来看,UTI和ABU代表了管理干预的一个大领域。
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引用次数: 0
Antimicrobial Use in the Animal Sector in Japan from 2011 to 2022. 2011年至2022年日本动物部门抗菌素使用情况
IF 4.3 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-12-10 DOI: 10.3390/antibiotics13121204
Yuta Hosoi, Mari Matsuda, Michiko Kawanishi, Saki Harada, Mio Kumakawa, Hideto Sekiguchi, Tetsuo Asai, Tatsuro Sekiya

Background/Objectives: Evaluating antimicrobial use (AMU) is essential in the investigation and implementation of antimicrobial resistance (AMR) prevention measures. Here, we examined AMU using an index (mg/kg biomass) that considers the antimicrobial sales volume and livestock biomass in Japan from 2011 to 2022. Methods: Antimicrobial sales volumes were obtained from JVARM data, and biomass data were obtained from reliable statistics. Beef cattle, dairy cattle, pigs, broiler chickens, layer chickens, fish raised in freshwater, and fish raised in seawater were targeted in this study. Results: Tetracycline accounted for 39%, macrolides for 18%, penicillins for 12%, and sulfonamides for 11% of the sales in 2022. The peak antimicrobial sales volume was 847 tons in 2017, and then declined to 766 tons by 2022 with fluctuations in the interim. From the perspective of mg/kg biomass, AMU tended to increase in beef cattle, dairy cattle, and fish raised in seawater, while pigs, broilers, layers, and fish raised in freshwater showed a decreasing trend. In broilers, the decreasing trend that could not be confirmed by sales amount alone was detected using the newly established index. Conclusions: By calculating the mg/kg biomass, it became possible to create an interpretation that is different from that of the simple sales quantity data. We believe that this indicator is stable, transparent, and easily understandable for national monitoring.

背景/目的:评价抗菌药物使用情况对抗菌药物耐药性预防措施的调查和实施至关重要。在这里,我们使用一个指数(mg/kg生物量)来检查AMU,该指数考虑了2011年至2022年日本的抗菌剂销量和牲畜生物量。方法:抗菌药物销售量来源于JVARM数据,生物量来源于可靠统计数据。研究对象为肉牛、奶牛、猪、肉鸡、蛋鸡、淡水养殖鱼类和海水养殖鱼类。结果:2022年销售总额中,四环素占39%,大环内酯类占18%,青霉素类占12%,磺胺类占11%。抗菌药物销量在2017年达到峰值847吨,到2022年下降到766吨,中间有波动。从mg/kg生物量来看,肉牛、奶牛和海水养殖鱼类的AMU呈增加趋势,而猪、肉鸡、蛋鸡和淡水养殖鱼类的AMU呈下降趋势。在肉鸡中,使用新建立的指数发现了单凭销售金额不能证实的下降趋势。结论:通过计算mg/kg生物量,可以创建不同于简单销售数量数据的解释。我们认为,这一指标稳定、透明,便于国家监测。
{"title":"Antimicrobial Use in the Animal Sector in Japan from 2011 to 2022.","authors":"Yuta Hosoi, Mari Matsuda, Michiko Kawanishi, Saki Harada, Mio Kumakawa, Hideto Sekiguchi, Tetsuo Asai, Tatsuro Sekiya","doi":"10.3390/antibiotics13121204","DOIUrl":"https://doi.org/10.3390/antibiotics13121204","url":null,"abstract":"<p><p><b>Background/Objectives:</b> Evaluating antimicrobial use (AMU) is essential in the investigation and implementation of antimicrobial resistance (AMR) prevention measures. Here, we examined AMU using an index (mg/kg biomass) that considers the antimicrobial sales volume and livestock biomass in Japan from 2011 to 2022. <b>Methods:</b> Antimicrobial sales volumes were obtained from JVARM data, and biomass data were obtained from reliable statistics. Beef cattle, dairy cattle, pigs, broiler chickens, layer chickens, fish raised in freshwater, and fish raised in seawater were targeted in this study. <b>Results:</b> Tetracycline accounted for 39%, macrolides for 18%, penicillins for 12%, and sulfonamides for 11% of the sales in 2022. The peak antimicrobial sales volume was 847 tons in 2017, and then declined to 766 tons by 2022 with fluctuations in the interim. From the perspective of mg/kg biomass, AMU tended to increase in beef cattle, dairy cattle, and fish raised in seawater, while pigs, broilers, layers, and fish raised in freshwater showed a decreasing trend. In broilers, the decreasing trend that could not be confirmed by sales amount alone was detected using the newly established index. <b>Conclusions:</b> By calculating the mg/kg biomass, it became possible to create an interpretation that is different from that of the simple sales quantity data. We believe that this indicator is stable, transparent, and easily understandable for national monitoring.</p>","PeriodicalId":54246,"journal":{"name":"Antibiotics-Basel","volume":"13 12","pages":""},"PeriodicalIF":4.3,"publicationDate":"2024-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11672569/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142958684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
7-O-Carboxylic Acid-Substituted 3-O-Alkyl Difluoroquercetin; An Aztreonam-Potentiating Agent Against Carbapenemase-Producing Pseudomonas aeruginosa Through Simultaneous Inhibition of Metallo-β-Lactamase and Efflux Pump. 7- o -羧酸取代3- o -烷基二氟槲皮素;通过同时抑制金属β-内酰胺酶和外排泵抑制产碳青霉烯酶铜绿假单胞菌的氮曲南增强剂
IF 4.3 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-12-10 DOI: 10.3390/antibiotics13121202
Seongyeon Lee, Taegum Lee, Mi Kyoung Kim, Joong Hoon Ahn, Seri Jeong, Ki-Ho Park, Youhoon Chong

Background/Objectives: Previously, we reported that 3-O-alkyl difluoroquercetins (di-F-Q) potentiates the antimicrobial activity of aztreonam (ATM) against metallo-β-lactamase (MBL)-producing P. aeruginosa through simultaneous inhibition of MBLs and efflux pumps. However, the ATM-potentiating activity of the 3-O-alkyl di-F-Q was observed only at high and potentially toxic concentrations (32 mg/L). Methods: As both MBLs and efflux pumps reside in the periplasm of Gram-negative bacteria, their inhibitors should accumulate in the periplasmic space. However, the outer membrane porins, the major entry pathway in Gram-negative bacteria, allow the passive diffusion of hydrophilic polar molecules across the outer membrane. Thus, we reasoned that the introduction of a polar substituent at 7-OH position of 3-O-alkyl di-F-Q would enhance its periplasmic concentration to result in potentiation of ATM at lower concentrations. Results: The title compound 5 exhibited inhibitory activity against NDM-1 as well as the efflux pump of P. aeruginosa, which resulted in synergistical potentiation of ATM. A combination of ATM (8 mg/L) and 5 (8 mg/L) inhibited 80% of the ATM-resistant CPPA, while ATM alone did not show any inhibition. In addition, only 4 mg/L of 5 was needed to reduce the MIC90 of ATM four-fold in ATM-resistant CPPA (n = 15). The time-kill data further supported the effectiveness of the combined treatment of ATM with 5, and the combination of ATM (1xMIC) with 8 mg/L of 5 showed bactericidal effects in every bacterial strain tested (PA-002, blaIMP, PA-003, blaVIM, PA-014, blaGES, and PA-017, blaNDM) by reducing the bacterial loads by 5.1 log10~8.9 log10. Conclusions: The title compound 5 exhibited inhibitory activity against NDM-1 as well as the efflux pump of P. aeruginosa, and the combined inhibitory activity resulted in synergistical potentiation of ATM. It should be noted that most CPPA isolates tested were sensitized to 8 mg/L of ATM upon combination with 4~8 mg/L of 5.

背景/目的:之前,我们报道了3- o-烷基二氟槲皮素(di-F-Q)通过同时抑制金属β-内酰胺酶(MBL)和外排泵来增强氮曲胺(ATM)对产生金属β-内酰胺酶(MBL)的P. aeruginosa的抗菌活性。然而,3- o -烷基二f - q的atm增强活性仅在高浓度和潜在毒性浓度(32 mg/L)下观察到。方法:由于MBLs和外排泵都存在于革兰氏阴性菌的外质中,它们的抑制剂可能在外质间隙中积累。然而,作为革兰氏阴性菌的主要进入途径,外膜孔蛋白允许亲水性极性分子在外膜上被动扩散。因此,我们推断在3- o -烷基- f - q的7-OH位置引入极性取代基会提高其质周浓度,从而导致低浓度下ATM的增强。结果:标题化合物5对P. aeruginosa的NDM-1和外排泵均有抑制作用,从而增强了ATM的协同作用。ATM (8 mg/L)和5 (8 mg/L)联合抑制80%的ATM抗性CPPA,而ATM单独没有任何抑制作用。此外,仅4 mg/L的5就能使ATM耐药CPPA的MIC90降低4倍(n = 15)。时间杀伤数据进一步支持了ATM与5联合处理的有效性,ATM (1xMIC)与8 mg/L的5联合处理对所有被试菌株(PA-002、blaIMP、PA-003、blaVIM、PA-014、blaGES和PA-017、blaNDM)均有杀菌效果,细菌负荷减少5.1 log10~8.9 log10。结论:标题化合物5对P. aeruginosa的NDM-1和外排泵均有抑制作用,其联合抑制作用导致ATM的协同增强。值得注意的是,大多数CPPA分离株在与4~8 mg/L的5复合后对8 mg/L的ATM致敏。
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引用次数: 0
Dynamic In Vitro PK/PD Infection Models for the Development and Optimisation of Antimicrobial Regimens: A Narrative Review. 动态体外PK/PD感染模型用于抗菌方案的开发和优化:叙述性综述。
IF 4.3 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-12-10 DOI: 10.3390/antibiotics13121201
Yalew M Wale, Jason A Roberts, Fekade B Sime

The antimicrobial concentration-time profile in humans affects antimicrobial activity, and as such, it is critical for preclinical infection models to simulate human-like dynamic concentration-time profiles for maximal translatability. This review discusses the setup, principle, and application of various dynamic in vitro PK/PD infection models commonly used in the development and optimisation of antimicrobial treatment regimens. It covers the commonly used dynamic in vitro infection models, including the one-compartment model, hollow fibre infection model, biofilm model, bladder infection model, and aspergillus infection model. It summarises the mathematical methods for the simulation of the pharmacokinetic profile of single or multiple antimicrobials when using the serial or parallel configurations of in vitro systems. Dynamic in vitro models offer reliable pharmacokinetic/pharmacodynamic data to help define the initial dosing regimens of new antimicrobials that can be developed further in clinical trials. They can also help in the optimisation of dosing regimens for existing antimicrobials, especially in the presence of emerging antimicrobial resistance. In conclusion, dynamic in vitro infection models replicate the interactions that occur between microorganisms and dynamic antimicrobial exposures in the human body to generate data highly predictive of the clinical efficacy. They are particularly useful for the development new treatment strategies against antimicrobial-resistant pathogens.

人体内的抗菌药物浓度-时间谱会影响抗菌活性,因此,临床前感染模型模拟类似人类的动态浓度-时间谱以获得最大的可翻译性至关重要。本文综述了用于开发和优化抗菌药物治疗方案的各种动态体外PK/PD感染模型的建立、原理和应用。涵盖了常用的动态体外感染模型,包括单室模型、中空纤维感染模型、生物膜模型、膀胱感染模型、曲霉感染模型。它总结了数学方法模拟单一或多种抗菌素的药代动力学剖面时,使用串行或并行配置的体外系统。动态体外模型提供可靠的药代动力学/药效学数据,以帮助确定可在临床试验中进一步开发的新抗菌剂的初始给药方案。它们还可以帮助优化现有抗菌素的给药方案,特别是在出现抗菌素耐药性的情况下。总之,动态体外感染模型可以复制微生物与人体内动态抗微生物药物暴露之间的相互作用,从而产生高度预测临床疗效的数据。它们对于开发针对耐药病原体的新治疗策略特别有用。
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引用次数: 0
Artificial Intelligence and Machine Learning Applications to Pharmacokinetic Modeling and Dose Prediction of Antibiotics: A Scoping Review. 人工智能和机器学习在抗生素药代动力学建模和剂量预测中的应用:范围综述。
IF 4.3 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-12-10 DOI: 10.3390/antibiotics13121203
Iria Varela-Rey, Enrique Bandín-Vilar, Francisco José Toja-Camba, Antonio Cañizo-Outeiriño, Francisco Cajade-Pascual, Marcos Ortega-Hortas, Víctor Mangas-Sanjuan, Miguel González-Barcia, Irene Zarra-Ferro, Cristina Mondelo-García, Anxo Fernández-Ferreiro

Background and Objectives: The use of artificial intelligence (AI) and, in particular, machine learning (ML) techniques is growing rapidly in the healthcare field. Their application in pharmacokinetics is of potential interest due to the need to relate enormous amounts of data and to the more efficient development of new predictive dose models. The development of pharmacokinetic models based on these techniques simplifies the process, reduces time, and allows more factors to be considered than with classical methods, and is therefore of special interest in the pharmacokinetic monitoring of antibiotics. This review aims to describe the studies that use AI, mainly oriented to ML techniques, for dose prediction and analyze their results in comparison with the results obtained by classical methods. Furthermore, in the review, the techniques employed and the metrics to evaluate the precision are described to improve the compression of the results. Methods: A systematic search was carried out in the EMBASE, OVID, and PubMed databases and the results obtained were analyzed in detail. Results: Of the 13 articles selected, 10 were published in the last three years. Vancomycin was monitored in seven and none of the studies were performed on new antibiotics. The most used techniques were XGBoost and neural networks. Comparisons were conducted in most cases against population pharmacokinetic models. Conclusions: AI techniques offer promising results. However, the diversity in terms of the statistical metrics used and the low power of some of the articles make the overall assessment difficult. For now, AI-based ML techniques should be used in addition to classical population pharmacokinetic models in clinical practice.

背景和目的:人工智能(AI),特别是机器学习(ML)技术在医疗保健领域的应用正在迅速增长。它们在药代动力学中的应用是潜在的兴趣,因为需要关联大量的数据和更有效地开发新的预测剂量模型。基于这些技术的药代动力学模型的发展简化了过程,减少了时间,并且比传统方法考虑了更多的因素,因此对抗生素的药代动力学监测特别感兴趣。本文综述了以ML技术为主的人工智能剂量预测研究,并将其结果与经典方法进行对比分析。此外,本文还介绍了用于评估精度的技术和指标,以改善结果的压缩。方法:系统检索EMBASE、OVID和PubMed数据库,并对检索结果进行详细分析。结果:入选的13篇文章中,有10篇发表于近3年。在7个病例中对万古霉素进行了监测,没有一项研究是关于新抗生素的。最常用的技术是XGBoost和神经网络。在大多数情况下,与群体药代动力学模型进行了比较。结论:人工智能技术提供了有希望的结果。然而,所使用的统计度量的多样性和一些文章的低影响力使得总体评估变得困难。目前,在临床实践中,除了经典的群体药代动力学模型外,还应使用基于人工智能的ML技术。
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引用次数: 0
BioFire® Joint Infection Panel for Samples Other than Synovial Fluid. 除滑液以外的样品的BioFire®关节感染面板。
IF 4.3 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-12-09 DOI: 10.3390/antibiotics13121198
Nicola Benvenuto, Stefano Di Bella, Luigi Principe, Diego Luppino, Jacopo Conti, Venera Costantino, Manuela Di Santolo, Marina Busetti, Roberto Luzzati, Verena Zerbato

Objectives: The early identification of infection-causing microorganisms through multiplex PCR panels enables prompt and targeted antibiotic therapy. This study aimed to assess the performance of the BioFire® Joint Infection Panel (BF-JIP) in analysing non-synovial fluid samples. Methods: We conducted a retrospective cohort study at Trieste University Hospital, Italy, on hospitalised adults with non-synovial fluid samples tested by both BF-JIP and traditional culture methods (November 2022-April 2024). Results: We evaluated 48 samples from 45 patients, including 24 abscess drainage fluids and 10 tissue samples. The BF-JIP showed high concordance (85.4%) and enhanced detection (4.3%) compared to culture methods. The BF-JIP excelled in cerebrospinal fluid (CSF) (100% accuracy and concordance) and in abscess drainage fluid (accuracy: 95.8%; concordance: 91.7%) identification and maintained high performance rates in patients under antibiotics. Conclusions: These findings suggest that BF-JIP is a valuable tool for accurate pathogen detection in various clinical samples, offering the additional advantage of being a rapid method.

目的:通过多重聚合酶链反应(PCR)面板早期识别引起感染的微生物,使及时和靶向抗生素治疗成为可能。本研究旨在评估BioFire®关节感染面板(BF-JIP)在分析非滑液样本中的性能。方法:我们在意大利的里雅斯特大学医院进行了一项回顾性队列研究,研究对象是通过BF-JIP和传统培养方法检测非滑液样本的住院成年人(2022年11月至2024年4月)。结果:我们评估了45例患者的48份样本,包括24份脓肿引流液和10份组织样本。与培养法相比,BF-JIP一致性高(85.4%),检出率提高(4.3%)。BF-JIP在脑脊液(CSF)和脓肿引流液(准确率:95.8%;一致性:91.7%),并保持较高的表现率,患者使用抗生素。结论:这些发现表明BF-JIP是一种有价值的工具,可以在各种临床样本中准确检测病原体,并具有快速的优势。
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引用次数: 0
Biosynthesis, Characterization, and Antibacterial Activity of Gold, Silver, and Bimetallic Nanoparticles Using Annona squamosa L. Leaves. 番荔枝叶中金、银和双金属纳米颗粒的生物合成、表征及其抗菌活性
IF 4.3 2区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-12-09 DOI: 10.3390/antibiotics13121199
Fatima Jibrin, Olufunto T Fanoro, Rodney Maluleke, Thabang C Lebepe, Nande Mgedle, Gracia It Mwad Mbaz, Olanrewaju A Aladesuyi, Rajendran Kalimuthu, Oluwatoyin A Odeku, Oluwatobi S Oluwafemi

The utilization of nano-sized drug delivery systems in herbal drug delivery systems has a promising future for improving drug effectiveness and overcoming issues connected with herbal medicine. As a consequence, the use of nanocarriers as novel drug delivery systems for the improvement of traditional medicine is critical to combating infectious diseases globally. In line with this, we herein report the biosynthesis of silver nanoparticles (AgNPs), gold nanoparticles (AuNPs), and bimetallic nanoparticles (BMNPs) as antibacterial agents against pathogenic bacterial strains using Annona squamosa L. leaf extract as a bio-reductant and bio-stabilizing agent. The as-synthesized metal nanoparticles were characterized by transmission electron microscopy (TEM), ultraviolet-visible (UV-Vis) absorption spectroscopy, X-ray diffraction (XRD), Fourier-transform infrared spectroscopy (FTIR), and the dynamic light scattering (DLS) method. The as-synthesized MNPs had an average particle size of 6.98 nm ± 2.86 nm (AgNPs), 21.84 ± 8.72 nm (AuNPs), and 2.05 nm ± 0.76 nm (BMNPs). The as-synthesized AgNPs and BMNPs showed good antibacterial activity against pathogenic bacterial strains of Gram-positive Staphylococcus aureus (ATCC 25923) and Gram-negative Escherichia coli (ATCC 25922). The obtained results offer insight into the development of benign nanoparticles as safe antibacterial agents for antibiotic therapy using Annona squamosa L. leaf extract.

纳米给药系统在草药给药系统中的应用对于提高药物有效性和克服与草药相关的问题具有很好的前景。因此,使用纳米载体作为改进传统医学的新型药物输送系统对于在全球范围内防治传染病至关重要。在此基础上,本研究报道了以金盏花叶片提取物为生物还原剂和生物稳定剂,生物合成银纳米粒子(AgNPs)、金纳米粒子(AuNPs)和双金属纳米粒子(BMNPs)作为抗病原菌菌株的抗菌药物。采用透射电子显微镜(TEM)、紫外-可见(UV-Vis)吸收光谱、x射线衍射(XRD)、傅里叶变换红外光谱(FTIR)和动态光散射(DLS)方法对合成的金属纳米颗粒进行了表征。合成的MNPs的平均粒径分别为6.98 nm±2.86 nm (AgNPs)、21.84±8.72 nm (AuNPs)和2.05 nm±0.76 nm (BMNPs)。合成的AgNPs和BMNPs对革兰氏阳性金黄色葡萄球菌(ATCC 25923)和革兰氏阴性大肠杆菌(ATCC 25922)具有良好的抑菌活性。研究结果为利用番荔枝叶提取物开发良性纳米颗粒作为抗生素治疗的安全抗菌剂提供了思路。
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引用次数: 0
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Antibiotics-Basel
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