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Antimicrobial resistance databases: opportunities and challenges for public health. 抗微生物药物耐药性数据库:公共卫生的机遇和挑战。
Pub Date : 2026-01-08 DOI: 10.1038/s44259-025-00169-1
Chad M Centner, Sabrina Di Gregorio, Silvia Argimón, Alice Brankin, Anna Dean, Daniel Marcano Zamora, Silvia Bertagnolio

Antimicrobial resistance (AMR) databases enable the identification of AMR determinants from pathogen sequence data and the prediction of resistance profiles, enhancing AMR surveillance and informing a range of public health interventions. This review compares freely available and regularly updated AMR databases, explores their public health value and highlights key challenges to and opportunities for fully harnessing their potential.

抗菌素耐药性(AMR)数据库能够从病原体序列数据中确定AMR决定因素并预测耐药性概况,从而加强AMR监测并为一系列公共卫生干预提供信息。本综述比较了免费提供和定期更新的抗菌素耐药性数据库,探讨了它们的公共卫生价值,并强调了充分利用其潜力的主要挑战和机遇。
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引用次数: 0
Enhancing infection diagnostics in advanced chronic liver disease: harnessing clinical metagenomics for rapid pathogen and antimicrobial resistance detection. 加强晚期慢性肝病的感染诊断:利用临床宏基因组学快速检测病原体和抗微生物药物耐药性
Pub Date : 2026-01-08 DOI: 10.1038/s44259-025-00171-7
Merianne Mohamad, Chrysi Sergaki, Vishal C Patel

Patients with advanced chronic liver disease who have underlying cirrhosis are highly susceptible to bacterial infections, which significantly increase the risk of complications and mortality, compounded by escalating antimicrobial resistance. The current gold standard for infection detection and antimicrobial resistance (AMR) profiling remains dependant on traditional microbiological methods. These conventional approaches are slow, labour-intensive, and often fail to deliver timely and accurate results, delaying critical antimicrobial treatment decisions. Clinical metagenomics (CMg) is emerging as a transformative molecular-based tool in infection diagnostics. By enabling the direct sequencing of pathogens from patient-derived samples, CMg offers rapid and comprehensive identification of pathogens and their resistance profiles. Incorporating this technology into the clinical management of patients with cirrhosis has potential to address diagnostic challenges, reduce reliance on broad-spectrum antibiotics and improve outcomes. To effectively incorporate CMg into infection diagnostics, it will be essential to embed of point-of-care sequencing, standardisation of AMR databases, and accessibility to bioinformatics workflows.

伴有肝硬化的晚期慢性肝病患者极易受到细菌感染,这大大增加了并发症和死亡率的风险,同时抗菌素耐药性不断升级。目前感染检测和抗菌素耐药性(AMR)分析的金标准仍然依赖于传统的微生物学方法。这些传统方法速度缓慢,劳动密集,而且往往不能提供及时和准确的结果,延误了关键的抗微生物治疗决策。临床宏基因组学(CMg)正在成为一种变革性的基于分子的感染诊断工具。通过从患者来源的样品中直接对病原体进行测序,CMg提供了病原体及其耐药谱的快速和全面鉴定。将这项技术纳入肝硬化患者的临床管理,有可能解决诊断挑战,减少对广谱抗生素的依赖,并改善预后。为了有效地将CMg纳入感染诊断,必须嵌入护理点测序,AMR数据库的标准化以及生物信息学工作流程的可及性。
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引用次数: 0
Consequences of benzalkonium chloride tolerance for selection dynamics and de novo resistance evolution driven by antibiotics. 苯扎氯铵耐受性对抗生素驱动的选择动力学和新抗性进化的影响。
Pub Date : 2026-01-08 DOI: 10.1038/s44259-025-00170-8
Orestis Kanaris, Lydia-Yasmin Sobisch, Annett Gödt, Frank Schreiber, Niclas Nordholt

Biocides are used in large amounts in industrial, medical, and domestic settings. Benzalkonium chloride (BAC) is a commonly used biocide, for which previous research revealed that Escherichia coli can rapidly adapt to tolerate BAC-disinfection, with consequences for antibiotic susceptibility. However, the consequences of BAC tolerance for selection dynamics and resistance evolution to antibiotics remain unknown. Here, we investigated the effect of BAC tolerance in E. coli on its response upon challenge with different antibiotics. Competition assays showed that subinhibitory concentrations of ciprofloxacin-but not ampicillin, colistin and gentamicin-select for the BAC-tolerant strain over the BAC-sensitive ancestor at a minimal selective concentration of 0.0013-0.0022 µg∙mL-1. In contrast, the BAC-sensitive ancestor was more likely to evolve resistance to ciprofloxacin, colistin and gentamicin than the BAC-tolerant strain when adapted to higher concentrations of antibiotics in a serial transfer laboratory evolution experiment. The observed difference in the evolvability of resistance to ciprofloxacin was partly explained by an epistatic interaction between the mutations conferring BAC tolerance and a knockout mutation in ompF encoding for the outer membrane porin F. Taken together, these findings suggest that BAC tolerance can be stabilized in environments containing low concentrations of ciprofloxacin, while it also constrains evolutionary pathways towards antibiotic resistance.

杀菌剂在工业、医疗和家庭环境中大量使用。苯扎氯铵(BAC)是一种常用的杀菌剂,先前的研究表明,大肠杆菌可以迅速适应耐受BAC消毒,从而导致抗生素敏感性。然而,BAC耐受性对选择动力学和抗生素耐药性进化的影响尚不清楚。在这里,我们研究了大肠杆菌对BAC的耐受性对其对不同抗生素的反应的影响。竞争试验显示,环丙沙星(而不是氨苄西林、粘菌素和庆大霉素)的亚抑制浓度在0.0013-0.0022µg∙mL-1的最小选择浓度下对bac耐受菌株比bac敏感的祖先有选择性。相比之下,在一系列转移实验室进化实验中,当适应更高浓度的抗生素时,bac敏感的祖先比bac耐受菌株更容易进化出对环丙沙星、粘菌素和庆大霉素的耐药性。所观察到的对环丙沙星耐药的进化差异部分可以解释为BAC耐受性突变与编码外膜孔蛋白f的ompF基因敲除突变之间的上位性相互作用。综上所述,这些发现表明BAC耐受性可以在含有低浓度环丙沙星的环境中稳定下来,同时也限制了抗生素耐药的进化途径。
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引用次数: 0
Microbiotoxicity: an under-recognised player in drug efficacy, toxicity, and health outcomes. 微生物毒性:在药物功效、毒性和健康结果中未被充分认识的角色。
Pub Date : 2025-12-23 DOI: 10.1038/s44259-025-00165-5
Shirley Do Nascimento, Anastasia A Theodosiou, Chrysi Sergaki

The gut microbiome regulates immunity, inflammation, and metabolism. Disruption by antibiotic and non-antibiotic drugs, termed microbiotoxicity, may impair efficacy of treatments, including cancer immunotherapy and vaccination, and contribute to antimicrobial resistance (AMR). This review explores microbiotoxicity's clinical impacts, highlighting non-antibiotic drug effects. Further research into drug-microbiome interactions in future may help inform prescribing practices and drug development as a way to improve health outcomes, reduce toxicity, and support AMR stewardship.

肠道微生物组调节免疫力、炎症和新陈代谢。抗生素和非抗生素药物造成的破坏,称为微生物毒性,可能损害包括癌症免疫治疗和疫苗接种在内的治疗效果,并导致抗菌素耐药性(AMR)。本文综述了微生物毒性的临床影响,重点介绍了非抗生素药物的作用。未来对药物-微生物组相互作用的进一步研究可能有助于为处方实践和药物开发提供信息,作为改善健康结果、减少毒性和支持抗生素耐药性管理的一种方式。
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引用次数: 0
Gene copy-number features generalize better than SNPs for antimicrobial resistance prediction in Staphylococcus aureus. 基因拷贝数特征在预测金黄色葡萄球菌耐药方面优于单核苷酸多态性。
Pub Date : 2025-12-16 DOI: 10.1038/s44259-025-00172-6
Bruna F Fistarol, Joao D Gervasio, Gergely J Szöllősi

Rapid prediction of antimicrobial resistance (AMR) from genome sequences is essential for timely therapy, yet models based on curated marker panels or core-genome Single Nucleotide Polymorphisms (SNPs) often fail to generalize to novel bacterial lineages. We evaluate AMR prediction in Staphylococcus aureus using pan-genome features that encode homologous gene copy number (including absence) and compare them to SNP-based models across six antibiotics and 4255 isolates. Gradient-boosted decision tree ensembles (XGBoost) trained on gene copy number achieve macro-averaged F1-scores of 0.925-0.988, surpassing SNP-based models (0.838-0.935). Under lineage-held-out evaluation, which withholds entire clades to mimic previously unseen lineages, gene-content models retain markedly higher performance (F1 = 0.875 and 0.904 across two split schemes), whereas SNP-based models degrade substantially (F1 = 0.557 and 0.638). Feature ablation indicates that predictive signal is distributed across many homologous gene families rather than dominated by a few markers, a structure consistent with stronger cross-lineage generalization. Because gene-content features can be robustly obtained even from low-coverage sequencing, this approach extends genome-based AMR prediction to real-world clinical and epidemiological datasets. Together, these results show that copy-number-based pan-genome representations provide a robust alternative to SNP-only approaches, particularly when models must generalize to lineages not represented in training data.

从基因组序列中快速预测抗菌素耐药性(AMR)对于及时治疗至关重要,然而基于标记面板或核心基因组单核苷酸多态性(snp)的模型往往不能推广到新的细菌谱系。我们利用编码同源基因拷贝数(包括缺失)的泛基因组特征评估了金黄色葡萄球菌的AMR预测,并将其与基于snp的模型在6种抗生素和4255株分离物中进行了比较。基于基因拷贝数训练的梯度增强决策树集成(gradient - boosting decision tree ensembles, XGBoost)的宏观平均f1得分为0.925-0.988,超过了基于snp的模型(0.838-0.935)。在谱系保留评估下,保留整个进化支来模拟以前看不见的谱系,基因含量模型保留了显着更高的性能(F1 = 0.875和0.904在两个分裂方案中),而基于snp的模型则大大降低(F1 = 0.557和0.638)。特征消融表明,预测信号分布在许多同源基因家族中,而不是由少数标记主导,这种结构与更强的跨谱系泛化相一致。因为即使从低覆盖率的测序中也可以获得基因含量特征,这种方法将基于基因组的AMR预测扩展到现实世界的临床和流行病学数据集。总之,这些结果表明,基于拷贝数的泛基因组表示提供了一个强大的替代单核苷酸多态性方法,特别是当模型必须推广到未在训练数据中表示的谱系时。
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引用次数: 0
Emerging antifungal resistance in Candida parapsilosis: the end of the innocence. 伪假丝酵母出现抗真菌耐药性:纯真的终结。
Pub Date : 2025-12-16 DOI: 10.1038/s44259-025-00173-5
Jesús Guinea, Pilar Escribano, Manon Cadeau, Lisa Lombardi, Florent Morio

Candida parapsilosis is an opportunistic yeast that was recently deemed a high- importance fungal pathogen by the World Health Organization. In fact, C. parapsilosis poses an escalating threat in healthcare settings due to its ability to adapt to diverse environments, propensity for human-to-human transmission, and capacity to develop antifungal resistance. Recent studies emphasize its rising clinical importance, particularly with the increasing resistance to antifungals and the emergence of clonal outbreaks, making it a serious threat to public health. This review provides an up-to-date synthesis of our current knowledge on this yeast, addressing its epidemiology, environmental adaptability, and the molecular mechanisms driving resistance to azoles and echinocandins. In particular, it provides a comprehensive overview of the resistome of C. parapsilosis, offering insights into the genetic determinants associated with antifungal resistance. We also identify key unresolved questions and emphasize the need for further research to mitigate its impact on healthcare systems.

假丝酵母菌是一种机会性酵母菌,最近被世界卫生组织认为是一种高度重要的真菌病原体。事实上,由于其适应不同环境的能力、人与人之间传播的倾向以及产生抗真菌耐药性的能力,傍梭菌病在医疗保健环境中构成了不断升级的威胁。最近的研究强调了其日益增加的临床重要性,特别是随着抗真菌药耐药性的增加和克隆爆发的出现,使其成为对公共卫生的严重威胁。本文综述了我们目前对这种酵母的最新了解,阐述了它的流行病学、环境适应性以及对唑类和棘白菌素耐药的分子机制。特别是,它提供了C. parapsilosis的抗性组的全面概述,提供了与抗真菌抗性相关的遗传决定因素的见解。我们还确定了关键的未解决的问题,并强调需要进一步研究,以减轻其对医疗保健系统的影响。
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引用次数: 0
Metabolomics-driven prediction of antibiotic resistance: a perspective on pre-genetic intervention. 代谢组学驱动的抗生素耐药性预测:遗传前干预的观点。
Pub Date : 2025-12-16 DOI: 10.1038/s44259-025-00168-2
Maytham Hussein, Darren J Creek, Mark Baker, Gauri G Rao, Jian Li, Tony Velkov

Antibiotic resistance is surging, demanding approaches that detect resistance before genetic fixation, since MIC, sequencing, and culture assays detect resistance late. We present Metabolomics-Driven Intervention Antibiotic Design (MDAD), which stages resistance evolution from metabolic compensation to sub-lethal adaptation to genetic fixation. A brief pulse challenge with a targeted metabolomics panel yields a pre-genetic risk index, interpreted with time-kill assays to situate early survival behaviours and guide mechanism-aware treatment and surveillance.

抗生素耐药性正在激增,需要在基因固定之前检测耐药性的方法,因为MIC、测序和培养分析检测耐药性的时间较晚。我们提出了代谢组学驱动的干预抗生素设计(MDAD),它将耐药性从代谢补偿进化到亚致死适应再到遗传固定。用靶向代谢组学小组进行短暂脉冲挑战,产生遗传前风险指数,用时间杀伤法解释,以定位早期生存行为,指导机制意识治疗和监测。
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引用次数: 0
Gene-specific reversal of carbapenem-resistant Pseudomonas aeruginosa via phage-delivered CRISPR-Cas13a. 通过噬菌体传递CRISPR-Cas13a基因特异性逆转碳青霉烯抗性铜绿假单胞菌
Pub Date : 2025-12-16 DOI: 10.1038/s44259-025-00167-3
Tomofumi Kawaguchi, Shinya Watanabe, Yi Liu, Yoshifumi Aiba, Xin-Ee Tan, Srivani Veeranarayanan, Kazuhiko Miyanaga, Teppei Sasahara, Yuzuki Shimamori, Ola Alessa, Yuya Hidaka, Myat Thu, Orawee Kaewprasert, Varsha Rani, Md Razib Hossain, Vivekanandan Palaninathan, Palanichamy Esakkiraj, Taufik Fatwa Nur Hakim, Karthik Maruthan, Pedro B Fernandes, Mahmoud Arbaah, Anujin Batbold, Maniruzzaman, Sarah Hossain, Takashi Sugano, Hidetaka Uematsu, Dhammika Leshan Wannigama, Kotaro Kiga, Longzhu Cui

Metallo-β-lactamases (MBLs), such as those encoded by blaIMP-1, confer resistance to carbapenem antibiotics and represent a critical challenge in treating infections caused by multidrug-resistant Pseudomonas aeruginosa. Here, we report a programmable antimicrobial strategy that restores bacterial antibiotic susceptibility through phage capsid-mediated delivery of CRISPR-Cas13a. We engineered a non-replicative phage capsid, which we called antibacterial capsid (AB-Capsid), packaged with a phagemid encoding a codon-optimized Cas13a from Leptotrichia shahii (cas13aPA) and a guide RNA targeting blaIMP-1. The resulting construct, AB-Capsid_cas13aPA_blaIMP-1, specifically inhibited the growth of blaIMP-1-expressing P. aeruginosa and significantly reduced the minimum inhibitory concentration (MIC) of imipenem. No bactericidal effect was observed in the absence of the target gene or with a non-targeting AB-Capsid. Furthermore, spacer-dependent and expression-level-dependent killing activity was confirmed using inducible blaIMP-1 systems. These findings demonstrate that programmable AB-Capsids delivering Cas13a provide a gene-specific, non-replicative antimicrobial platform capable of reversing drug resistance and represent a versatile class of CRISPR-based antibiotic adjuvants.

由blaIMP-1编码的金属β-内酰胺酶(MBLs)赋予对碳青霉烯类抗生素的耐药性,是治疗多重耐药铜绿假单胞菌引起的感染的关键挑战。在这里,我们报告了一种可编程的抗菌策略,通过噬菌体衣壳介导的CRISPR-Cas13a递送恢复细菌的抗生素敏感性。我们设计了一种非复制性噬菌体衣壳,我们称之为抗菌衣壳(AB-Capsid),包装有一个编码沙希纤毛菌密码子优化的Cas13a (cas13aPA)和一个靶向blaIMP-1的引导RNA的噬菌体。由此构建的AB-Capsid_cas13aPA_blaIMP-1特异性抑制表达blaimp -1的铜绿假单胞菌的生长,并显著降低亚胺培南的最低抑制浓度(MIC)。在缺乏靶基因或非靶向ab -衣壳的情况下,没有观察到杀菌效果。此外,利用诱导型blaIMP-1系统证实了间隔依赖和表达水平依赖的杀伤活性。这些发现表明,递送Cas13a的可编程ab -衣壳提供了一种基因特异性、非复制性的抗菌平台,能够逆转耐药性,并代表了一种多用途的基于crispr的抗生素佐剂。
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引用次数: 0
Evolution of proteolysis-targeting chimeras (PROTAC) technology to overcome challenges of antimicrobial resistance. 蛋白水解靶向嵌合体(PROTAC)技术的发展以克服抗菌素耐药性的挑战。
Pub Date : 2025-12-04 DOI: 10.1038/s44259-025-00136-w
Dhanashree N Sarwan, Pramod B Khedekar, Ritesh P Bhole, Rupesh V Chikhale

Targeted protein degradation (TPD) is an innovative therapeutic approach that bypasses traditional drug inhibition methods. Proteolysis-targeting chimeras (PROTACs) are bifunctional molecules that harness degradation machinery to remove target proteins. This review examines the evolution of PROTACs and their application in targeting microorganisms that develop drug resistance, covering their development, advancements in linker design, E3 ligase selection, and delivery methods, including nanoparticles and exosomes.

靶向蛋白降解(TPD)是一种绕过传统药物抑制方法的创新治疗方法。蛋白水解靶向嵌合体(Proteolysis-targeting chimeras, PROTACs)是一种双功能分子,利用降解机制去除靶蛋白。本文综述了PROTACs的发展及其在靶向产生耐药性的微生物中的应用,涵盖了它们的发展、连接体设计、E3连接酶选择和递送方法(包括纳米颗粒和外泌体)的进展。
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引用次数: 0
Longitudinal replicated metagenomic analysis of biosolids-amended soils reveals enrichment of ARGs, virulence factors, and ESKAPE pathogens. 经生物固体修正的土壤纵向复制宏基因组分析显示ARGs、毒力因子和ESKAPE病原体富集。
Pub Date : 2025-12-04 DOI: 10.1038/s44259-025-00166-4
John Ste Marie, Catherine Mays, Bing Guo, Tyler S Radniecki, Joy Waite-Cusic, Tala Navab-Daneshmand

Biosolids land application introduces antibiotic resistance genes (ARGs) and clinically relevant pathogens into agricultural soils, raising concerns about long-term environmental and public health impacts. Despite growing interest in biosolids reuse, there remains a critical need for replicated, longitudinal studies to assess how biosolids amendments shape soil microbiomes and resistomes during crop cultivation. In this replicated longitudinal greenhouse study, we used shotgun metagenomics to characterize the impact of biosolids amendment on the soil microbiome, resistome, virulence factors, and ESKAPE pathogens during carrot cultivation. Biosolids-amended soils exhibited increased richness of microbial genera (e.g., Rhodanobacter, Dyella, and Thermomonas), ARG subtypes (resistance to sulfonamide, tetracycline, fosmidomycin, and macrolides), and virulence factors compared to pristine controls. Notably, all six ESKAPE pathogens, including Enterococcus faecium, Staphylococcus aureus, Klebsiella pneumoniae, Acinetobacter baumannii, Pseudomonas aeruginosa, and Enterobacter spp., were detected at elevated relative abundances (1.4- and 3.4-fold) in biosolids-amended soils and remained detectable throughout the 11-week cultivation period. Network analysis revealed statistically supported co-occurrences between microbial taxa and ARGs (with resistance to tetracyclines, beta-lactams, chloramphenicol, and multidrugs), suggesting possible host associations. These findings underscore the ecological and clinical relevance of biosolids amendment and highlight the need for integrated surveillance frameworks to mitigate antimicrobial resistance dissemination in agricultural environments.

生物固体土地应用将抗生素耐药基因(ARGs)和临床相关病原体引入农业土壤,引起了对长期环境和公共卫生影响的关注。尽管人们对生物固体的再利用越来越感兴趣,但仍然迫切需要进行重复的纵向研究,以评估生物固体修正在作物种植期间如何塑造土壤微生物群和抗性组。在这项重复的纵向温室研究中,我们使用散弹枪宏基因组学来表征生物固体添加剂对胡萝卜栽培过程中土壤微生物组、抗性组、毒力因子和ESKAPE病原体的影响。与原始对照相比,生物固体修正的土壤显示出微生物属(如罗丹诺杆菌、痢疾杆菌和热单胞菌)、ARG亚型(对磺胺、四环素、磷霉素和大环内酯类耐药)和毒力因子的丰富度增加。值得注意的是,所有六种ESKAPE病原体,包括屎肠球菌、金黄色葡萄球菌、肺炎克雷伯菌、鲍曼不动杆菌、铜绿假单胞菌和肠杆菌,在生物固体修正的土壤中检测到的相对丰度均升高(1.4倍和3.4倍),并且在11周的培养期间仍可检测到。网络分析显示,微生物分类群和ARGs(对四环素类、β -内酰胺类、氯霉素和多种药物耐药)之间存在统计学上支持的共现现象,表明可能与宿主有关。这些发现强调了生物固体修正的生态和临床相关性,并强调了建立综合监测框架以减轻农业环境中抗菌素耐药性传播的必要性。
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引用次数: 0
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