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Model-informed development of bacteriophage therapy: bridging in vitro and in vivo efficacy against multidrug-resistant Pseudomonas aeruginosa. 基于模型的噬菌体治疗发展:桥接体外和体内对多重耐药铜绿假单胞菌的疗效。
IF 4.6 2区 生物学 Q1 MICROBIOLOGY Pub Date : 2025-12-17 Epub Date: 2025-11-13 DOI: 10.1128/msystems.01384-25
Jun Seok Cha, Kyungnam Kim, Hwa Jeong You, Dasom Kim, Hyun Hee Park, SuJin Heo, Choon Ok Kim, Byung Hak Jin, Dongeun Yong, Dongwoo Chae
<p><p>Bacteriophages are emerging as promising alternatives to antibiotics for multidrug-resistant (MDR) infections. However, their unique pharmacokinetic and pharmacodynamic (PKPD) properties arising from host-dependent amplification present challenges for dose selection and clinical translation. Here, we present a mechanistic PKPD model informed by <i>in vitro</i> kinetic assays and <i>in vivo</i> mouse studies of phage therapy targeting MDR <i>Pseudomonas aeruginosa</i>. The model extends the classical predator-prey model by addressing dormancy-related bacterial persistence and partitioning bacterial subpopulations based on phage susceptibility profiles. Simulations revealed a non-monotonous dose-exposure curve driven by dose-dependent reduction of phage replication and the importance of cross-resistance in selecting optimal phage cocktails. <i>In vivo</i>, host immunity was identified as a crucial component in inhibiting bacterial regrowth, with bistable outcomes dependent on initial bacterial load and immune competence. Dose-ranging simulations under varying immune statuses suggest that long-term bacterial load is solely determined by host immune function. However, higher doses transiently reduce bacterial load to a greater extent and thereby suppress immune activation. In immunocompetent hosts, phage cocktails can enhance maximal bacterial load reduction when administered at doses higher than a critical threshold. In conclusion, our PKPD framework enables optimal selection of phage cocktails and dosing regimens, supports rational design of first-in-human trials of phage therapy, and potentially advances model-informed drug development for replication-competent biologics.IMPORTANCEIn this study, we construct an integrative model of phage-bacteria dynamics and investigate whether its calibration to <i>in vitro</i> kinetic assay data can inform the rational design of phage therapy regimens and cocktails. Our findings demonstrate a dose range within which lower phage doses yield higher long-term exposure, presenting a fundamentally different framework for dose optimization. Analysis of phage cocktails reveals that combining phages with low cross-resistance delays the regrowth of phage-resistant bacteria <i>in vitro</i>. The extended <i>in vivo</i> model elucidates key differences between <i>in vitro</i> and <i>in vivo</i> outcomes and highlights the importance of the host's immune response in suppressing the growth of phage-resistant bacteria. Phage cocktails to combat phage resistance are therefore of less importance in immune-competent individuals but can enhance bacterial killing when administered at sufficiently high doses. We propose that this modeling framework holds potential for model-informed drug development by quantitatively characterizing bacteria-phage dynamics using preclinical data. Furthermore, it may facilitate the interpretation of <i>in vivo</i> therapeutic outcomes through a mechanistic understanding derived from <i>in vitro
噬菌体正在成为治疗耐多药(MDR)感染的有希望的抗生素替代品。然而,它们独特的药代动力学和药效学(PKPD)特性产生于宿主依赖性扩增,这给剂量选择和临床翻译带来了挑战。在这里,我们通过体外动力学分析和针对耐多药铜绿假单胞菌的噬菌体治疗的体内小鼠研究,提出了一种机制PKPD模型。该模型通过解决与休眠相关的细菌持久性和基于噬菌体敏感性特征的细菌亚群划分,扩展了经典的捕食者-猎物模型。模拟揭示了由剂量依赖性噬菌体复制减少驱动的非单调剂量-暴露曲线以及交叉抗性在选择最佳噬菌体鸡尾酒中的重要性。在体内,宿主免疫被认为是抑制细菌再生的关键组成部分,其结果取决于初始细菌负荷和免疫能力。不同免疫状态下的剂量范围模拟表明,长期细菌负荷完全由宿主免疫功能决定。然而,较高的剂量会在更大程度上暂时减少细菌负荷,从而抑制免疫激活。在免疫能力强的宿主中,当给药剂量高于临界阈值时,噬菌体鸡尾酒可以增强最大细菌负荷减少。总之,我们的PKPD框架能够实现噬菌体鸡尾酒和给药方案的最佳选择,支持合理设计噬菌体治疗的首次人体试验,并有可能推进基于模型的具有复制能力的生物制剂药物开发。在本研究中,我们构建了噬菌体-细菌动力学的综合模型,并探讨其对体外动力学分析数据的校准是否可以为噬菌体治疗方案和鸡尾酒的合理设计提供信息。我们的研究结果表明,在一个剂量范围内,较低的噬菌体剂量会产生较高的长期暴露,这为剂量优化提出了一个根本不同的框架。噬菌体鸡尾酒分析表明,与低交叉抗性噬菌体结合可以延缓噬菌体抗性细菌的体外再生。扩展的体内模型阐明了体外和体内结果之间的关键差异,并强调了宿主免疫反应在抑制噬菌体抗性细菌生长中的重要性。因此,对抗噬菌体耐药性的噬菌体鸡尾酒在免疫能力强的个体中不太重要,但当给予足够高的剂量时,可以增强细菌的杀伤作用。我们建议,通过使用临床前数据定量表征噬菌体动力学,该建模框架具有模型知情药物开发的潜力。此外,它可以通过从体外观察中获得的机制理解来促进体内治疗结果的解释。
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引用次数: 0
Spatially divergent metabolic impact of experimental toxoplasmosis: immunological and microbial correlates. 实验性弓形虫病的空间差异代谢影响:免疫学和微生物相关性。
IF 4.6 2区 生物学 Q1 MICROBIOLOGY Pub Date : 2025-12-17 Epub Date: 2025-11-06 DOI: 10.1128/msystems.01126-25
Mahbobeh Lesani, Caitlyn E Middleton, Tzu-Yu Feng, Jan Carlos Urbán Arroyo, Eli Casarez, Sarah E Ewald, Laura-Isobel McCall

Maladaptive host metabolic responses to infection are emerging as major determinants of infectious disease pathogenesis. However, the factors regulating these metabolic changes within tissues remain poorly understood. In this study, we used toxoplasmosis, as a prototypical example of a disease regulated by strong type I immune responses, to assess the relative roles of current local parasite burden, local tissue inflammation, and the microbiome in shaping local tissue metabolism during acute and chronic infections. Toxoplasmosis is a zoonotic disease caused by the parasite Toxoplasma gondii. This protozoan infects the small intestine and then disseminates broadly in the acute stage of infection, before establishing chronic infection in the skeletal muscle, cardiac muscle, and brain. We compared metabolism in 11 sampling sites in C57BL/6 mice during the acute and chronic stages of T. gondii infection. Strikingly, major spatial mismatches were observed between metabolic perturbation and local parasite burden at the time of sample collection for both disease stages. By contrast, a stronger association with indicators of active type I immune responses was observed, indicating a tighter relationship between metabolic perturbation and local immunity than with local parasite burden. Loss of signaling through the IL1 receptor in IL1R knockout mice was associated with reduced metabolic impact of infection. In addition, we observed significant changes in microbiota composition with infection and candidate microbial origins for multiple metabolites impacted by infection. These findings highlight the metabolic consequences of toxoplasmosis across different organs and potential regulators.IMPORTANCEInflammation is a major driver of tissue perturbation. However, the signals driving these changes on a tissue-intrinsic and molecular level are poorly understood. This study evaluated tissue-specific metabolic perturbations across 11 sampling sites following systemic murine infection with the parasite Toxoplasma gondii. Results revealed relationships between differential metabolite enrichment and variables, including inflammatory signals, pathogen burden, and commensal microbial communities. These data will inform hypotheses about the signals driving specific metabolic adaptation in acute and chronic protozoan infection, with broader implications for infection and inflammation in general.

宿主对感染的不适应代谢反应正在成为传染病发病机制的主要决定因素。然而,组织内调节这些代谢变化的因素仍然知之甚少。在这项研究中,我们使用弓形虫病作为一种由强I型免疫反应调节的疾病的典型例子,来评估当前局部寄生虫负担、局部组织炎症和微生物组在急性和慢性感染期间塑造局部组织代谢中的相对作用。弓形虫病是一种由弓形虫引起的人畜共患疾病。这种原生动物感染小肠,然后在感染的急性阶段广泛传播,然后在骨骼肌、心肌和大脑中建立慢性感染。我们比较了C57BL/6小鼠急性和慢性弓形虫感染期间11个采样点的代谢。引人注目的是,在两个疾病阶段采集样本时,在代谢扰动和当地寄生虫负担之间观察到主要的空间不匹配。相比之下,观察到与活跃的I型免疫反应指标的相关性更强,表明代谢扰动与局部免疫的关系比与局部寄生虫负担的关系更密切。在IL1R敲除小鼠中,通过IL1受体的信号丢失与感染的代谢影响降低有关。此外,我们观察到感染时微生物群组成和受感染影响的多种代谢物的候选微生物来源的显著变化。这些发现强调了弓形虫病在不同器官和潜在调节因子中的代谢后果。炎症是组织扰动的主要驱动因素。然而,在组织内在和分子水平上驱动这些变化的信号却知之甚少。本研究评估了小鼠全身感染弓形虫后11个采样点的组织特异性代谢扰动。结果揭示了差异代谢物富集与变量之间的关系,包括炎症信号、病原体负担和共生微生物群落。这些数据将为急性和慢性原生动物感染中驱动特定代谢适应的信号提供假设,对感染和炎症具有更广泛的意义。
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引用次数: 0
Time-series RNA metabarcoding of the active Populus tremuloides root microbiome reveals hidden temporal dynamics and dormant core members. 活性白杨根系微生物组的时间序列RNA元条形码揭示了隐藏的时间动态和休眠的核心成员。
IF 4.6 2区 生物学 Q1 MICROBIOLOGY Pub Date : 2025-12-17 Epub Date: 2025-11-07 DOI: 10.1128/msystems.00285-25
Jake Nash, Keaton Tremble, Christopher Schadt, Melissa A Cregger, Corbin Bryan, Rytas Vilgalys

The rhizosphere is a critical interface between plant roots and soil, harboring diverse microbial communities that are essential to plant and ecosystem health. Although these communities exhibit stark temporal dynamics, their dormancy/activity transitions remain poorly understood. Such transitions may enable microbes to rapidly adjust functional contributions faster than community turnover alone would allow. Here, we used RNA metabarcoding to characterize the active fraction of microbial communities on the roots of quaking aspen (Populus tremuloides) in a time-series study across a natural environmental gradient. We explore cryptic temporal microbial community dynamics of rhizosphere communities at the ecosystem scale. The active rhizosphere bacterial and fungal communities were more temporally dynamic than total communities, while total communities exhibited a stronger response to site-specific conditions. Notably, some core microbiome members were often inactive, yielding a smaller "active core" subset. The fungal endophyte Hyaloscypha finlandica was the only microbe that was both present and active in all plots across all timepoints. Soil temperature strongly influenced both total and active community composition, with the fungal class Eurotiomycetes showing a temperature-dependent seasonal decline in abundance. Together, these results reveal that modulation of microbial activity levels is a key mechanism by which the plant root holobiont responds to environmental variation, and that even dominant symbionts may frequently persist in dormancy within the rhizosphere.

Importance: Members of the rhizosphere exhibit dynamic patterns of activity and dormancy. This study stresses the need to focus on active microbial communities to detect temporal changes in plant microbiomes. Additionally, the metabolic activity of microbes should be considered a key determinant of core microbiome membership. Parallel patterns in active community dynamics between fungal and bacterial communities provide a potentially generalizable rule of microbial community temporal dynamics in plant rhizospheres.

根际是植物根系和土壤之间的关键界面,拥有对植物和生态系统健康至关重要的多种微生物群落。尽管这些群落表现出明显的时间动态,但它们的休眠/活动转变仍然知之甚少。这种转变可能使微生物能够快速调整功能贡献,比单独的群落更替更快。在此,我们利用RNA元条形码在自然环境梯度的时间序列研究中表征了颤杨(白杨)根系上微生物群落的活性部分。我们在生态系统尺度上探索根际微生物群落的隐时间动态。活性根际细菌和真菌群落比总群落更具时间动态性,而总群落对立地特定条件的响应更强。值得注意的是,一些核心微生物组成员通常不活跃,产生较小的“活跃核心”子集。真菌内生菌芬兰透明囊菌是唯一在所有时间点的所有地块中都存在并活跃的微生物。土壤温度对总群落组成和活跃群落组成都有强烈的影响,真菌类eurotiomytes的丰度表现出温度依赖的季节性下降。综上所述,这些结果表明微生物活性水平的调节是植物根共生体响应环境变化的关键机制,甚至优势共生体也可能经常在根际内持续休眠。重要性:根际成员表现出活动和休眠的动态模式。本研究强调需要关注活跃的微生物群落来检测植物微生物组的时间变化。此外,微生物的代谢活性应被认为是核心微生物组成员的关键决定因素。真菌和细菌活跃群落动态之间的平行模式提供了植物根际微生物群落时间动态的潜在可推广规则。
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引用次数: 0
Nutrient availability affects optimal growth strategy in predatory DPANN. 养分有效性影响捕食性DPANN的最佳生长策略。
IF 4.6 2区 生物学 Q1 MICROBIOLOGY Pub Date : 2025-12-17 Epub Date: 2025-11-18 DOI: 10.1128/msystems.01475-25
Joshua N Hamm

The DPANN archaea comprise a major microbial lineage that appears to be primarily host dependent. Despite the relative ubiquity of DPANN archaea across the biosphere, our understanding of their ecological role is limited due to the absence of cultivated representatives for most DPANN lineages. The majority of cultivated DPANN species are characterized as mildly parasitic ectosymbionts due to reliance on physical interactions with host cells. However, Candidatus Nanohaloarchaeum antarcticus has been reported to adopt a predatory lifestyle, resulting in the lysis of large numbers of host cells. The factors influencing DPANN-host interactions that drive Ca. Nha. antarcticus to adopt an aggressive lifestyle, although other DPANN appear not to, remain unclear. Here, I present a framework for understanding the ecological pressures specific to the Ca. Nha. antarcticus-Halorubrum lacusprofundi system and why a more aggressive, predatory lifestyle improves population persistence compared with a lifestyle more similar to other DPANN.

DPANN古细菌包括一个主要的微生物谱系,似乎主要依赖于宿主。尽管DPANN古菌在整个生物圈中相对普遍存在,但由于大多数DPANN谱系缺乏培养的代表,我们对其生态作用的理解有限。由于依赖于与宿主细胞的物理相互作用,大多数培养的DPANN物种的特征是轻度寄生外共生体。然而,据报道,南极纳米盐古菌(Candidatus Nanohaloarchaeum antarcticus)采用掠食性生活方式,导致大量宿主细胞裂解。影响驱动Ca. Nha的dpann -宿主相互作用的因素。尽管其他DPANN似乎没有,但目前尚不清楚。在这里,我提出了一个框架来理解Ca. Nha特有的生态压力。以及为什么与其他DPANN相似的生活方式相比,更具侵略性的掠食性生活方式可以提高种群的持久性。
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引用次数: 0
Spatiotemporal development of late and moderate preterm infant gut and oral microbiomes and impact of gestational age on early colonization. 晚期和中度早产儿肠道和口腔微生物群的时空发育及胎龄对早期定植的影响
IF 4.6 2区 生物学 Q1 MICROBIOLOGY Pub Date : 2025-12-17 Epub Date: 2025-11-24 DOI: 10.1128/msystems.00667-25
Sinéad Ahearn-Ford, Andreas Kakaroukas, Gregory R Young, Andrew Nelson, Marieke Abrahamse-Berkeveld, Ruurd M van Elburg, Darren Smith, Janet E Berrington, Nicholas D Embleton, Christopher J Stewart

Microbiome research focusing on late and moderate preterm infants (LMPT; 32 to 36 weeks gestation) is limited, despite rising LMPT births, large healthcare burdens, and increased risks of multiple morbidities, potentially microbially related. In this longitudinal cohort study, 16S rRNA gene sequencing was used to analyze 371 stool and 402 saliva samples from 160 LMPT infants, collected at five time points between birth and 12 months corrected age (CA), to describe spatial and temporal variability in gut and oral microbiomes. Paired stool and saliva samples (n = 337) were analyzed for potential microbial relationships. Early LMPT samples (up to 60 days of life; DOL) were also compared with data from seven extremely preterm infants (EP; <28 weeks gestation; stool n = 14, saliva n = 14). LMPT stool and saliva were composed of distinct microbial communities at each time point, and both sample types showed increasing alpha diversity over time. Stool was initially dominated by Escherichia/Shigella, Klebsiella, and Streptococcus, with Bifidobacterium becoming dominant from term equivalent age (TEA). Contrarily, saliva was dominated by Streptococcus throughout the first year, with early contributions from Staphylococcus and later Veillonella. LMPT infants had higher stool and lower saliva diversity compared with EP infants. Both sample types from EP infants were taxonomically distinct from LMPTs, with Escherichia/Shigella dominating both EP sample types throughout the first 60 DOL. The results highlight the unique trajectories of LMPT microbiomes and emphasize the role of gestational maturity in shaping microbial communities.IMPORTANCEThe oral and gut microbiome develops from birth and plays important roles in health. This has been well studied in extremely preterm infants (EP; born <32 weeks gestation) and term infants (born >38 weeks gestation), but there is a paucity of research describing oral and gut microbiome development in late and moderate preterm infants (LMPT; 32 to 36 weeks gestation). Our study analyzed microbiome development in 160 LMPT infants from birth to 12 months corrected age. The results showed distinct microbial communities in stool and saliva, with increasing alpha diversity and niche specification over time. LMPT infants' gut microbiome became dominated by Bifidobacterium by month 3, while the oral community was consistently dominated by Streptococcus. These results highlight that LMPT infants have gut and oral microbiome development that is more like term infants than EP infants, which has important implications for the care of LMPT infants.

尽管晚期和中度早产儿(LMPT;妊娠32至36周)的新生儿数量增加,医疗负担加重,多种疾病风险增加,但微生物组研究的重点是有限的,这些可能与微生物有关。在这项纵向队列研究中,采用16S rRNA基因测序分析了160名LMPT婴儿的371份粪便和402份唾液样本,这些样本收集于出生至12个月矫正年龄(CA)之间的五个时间点,以描述肠道和口腔微生物组的时空变化。配对粪便和唾液样本(n = 337)分析潜在的微生物关系。早期LMPT样本(60天前;DOL)也与7名极早产儿(EP, n = 14,唾液n = 14)的数据进行了比较。LMPT粪便和唾液在每个时间点由不同的微生物群落组成,两种样品类型都随着时间的推移呈现出增加的α多样性。粪便最初以埃希氏菌/志贺氏菌、克雷伯氏菌和链球菌为主,双歧杆菌从足月等效年龄(TEA)开始成为优势菌。相反,唾液在第一年以链球菌为主,早期是葡萄球菌,后来是细孔菌。与EP婴儿相比,LMPT婴儿的粪便多样性更高,唾液多样性更低。EP婴儿的两种样本类型在分类学上与lmpt不同,在前60个DOL中,两种EP样本类型均以埃希氏菌/志贺氏菌为主。这些结果突出了LMPT微生物组的独特轨迹,并强调了妊娠成熟度在塑造微生物群落中的作用。口腔和肠道微生物组从出生开始发育,在健康中起着重要作用。这已经在极早产儿(EP;妊娠38周出生)中得到了很好的研究,但缺乏对晚期和中度早产儿(LMPT;妊娠32至36周)口腔和肠道微生物群发育的研究。我们的研究分析了160名LMPT婴儿从出生到12个月矫正年龄的微生物组发育情况。结果显示,粪便和唾液中的微生物群落不同,随着时间的推移,α多样性和生态位规格增加。LMPT婴儿的肠道菌群在第3个月时以双歧杆菌为主,而口腔菌群一直以链球菌为主。这些结果表明,与EP婴儿相比,LMPT婴儿的肠道和口腔微生物群发育更像足月婴儿,这对LMPT婴儿的护理具有重要意义。
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引用次数: 0
Deep-branching magnetotactic bacteria form intracellular carbonates enriched in trace metals. 深分支趋磁细菌在细胞内形成富含微量金属的碳酸盐。
IF 4.6 2区 生物学 Q1 MICROBIOLOGY Pub Date : 2025-12-17 Epub Date: 2025-11-12 DOI: 10.1128/msystems.01131-25
Peiyu Liu, Rongrong Zhang, Fanqi Meng, Chaoqun Zhang, Andrew P Roberts, Yinzhao Wang, Kelei Zhu, Zhaoyang Cao, Yongxin Pan, Jinhua Li

Microbial biomineralization is a fundamental driver of global biogeochemical cycles, yet the ability of prokaryotes to form intracellular carbonates remains rarely documented. Here, we report three ecotypes of magnetotactic bacteria (MTB) affiliated with the Pseudomonadota and the deep-branching Nitrospirota phyla that concurrently synthesize magnetite magnetosomes and intracellular calcium carbonate inclusions enriched in Ba, Mg, and Ni. These carbonate granules are typically spherical and contrast with the highly ordered morphology of magnetite crystals. Comparative genomic analyses reveal that these MTB encode multiple metal-permease systems (e.g., GDT1, CorA, ZnuA2), which suggests both a capacity for selective uptake of divalent cations from their environment and a process likely linked to intracellular carbonate precipitation. By uncovering new examples of bacterial intracellular calcification, our findings expand the known diversity and genetic basis of prokaryotic biomineralization. Moreover, they highlight a potential role of MTB in mediating heavy-metal cycling and provide a refined framework for understanding microbially driven carbonate formation.

Importance: Intracellular biomineralization is a hallmark of animals and algae, yet among prokaryotes, it has traditionally been associated with a limited range of lineages and minerals. This study reveals that magnetotactic bacteria (MTB) from both the Pseudomonadota and the deep-branching Nitrospirota phyla are capable of intracellularly forming carbonate granules enriched in diverse divalent cations, including environmentally scarce trace metals Ba²⁺ and Ni²⁺, and biologically essential Mg²⁺. These findings significantly expand the known taxonomic and functional diversity of prokaryotic intracellular calcifiers. By integrating electron microscopy, metagenomics, and structural protein modeling, we propose a potential metal-selective transport system that facilitates trace element accumulation and carbonate precipitation. This work establishes a previously underappreciated role for MTB in trace metal biogeochemical cycling (i.e., Ba²⁺ and Ni²⁺) and suggests that intracellular calcification may be a more widespread bacterial trait than previously assumed.

微生物生物矿化作用是全球生物地球化学循环的基本驱动力,但原核生物形成细胞内碳酸盐的能力仍然很少有文献记载。在这里,我们报道了三种隶属于假单胞菌门和深分支亚硝基螺旋体门的趋磁细菌(MTB)生态型,它们同时合成富含Ba、Mg和Ni的磁铁矿磁小体和细胞内碳酸钙包裹体。这些碳酸盐颗粒通常是球形的,与磁铁矿晶体的高度有序的形态形成对比。比较基因组分析显示,这些MTB编码多种金属渗透酶系统(例如GDT1, CorA, ZnuA2),这表明它们具有从环境中选择性摄取二价阳离子的能力,并且可能与细胞内碳酸盐沉淀有关。通过发现细菌细胞内钙化的新例子,我们的发现扩大了原核生物矿化的已知多样性和遗传基础。此外,他们强调了MTB在介导重金属循环中的潜在作用,并为理解微生物驱动的碳酸盐形成提供了一个完善的框架。重要性:细胞内生物矿化是动物和藻类的标志,但在原核生物中,它传统上与有限范围的谱系和矿物质有关。这项研究表明,来自假单胞菌门和深分支亚硝基螺旋体门的趋磁细菌(MTB)都能够在细胞内形成富含多种二价阳离子的碳酸盐颗粒,包括环境稀缺的微量金属Ba 2 +和Ni 2 +,以及生物必需的Mg 2 +。这些发现大大扩展了已知的原核细胞内钙化物的分类和功能多样性。通过整合电子显微镜,宏基因组学和结构蛋白模型,我们提出了一个潜在的金属选择性运输系统,促进微量元素的积累和碳酸盐沉淀。这项工作确立了MTB在微量金属生物地球化学循环(即Ba 2 +和Ni 2 +)中的作用,并表明细胞内钙化可能是一种比以前假设的更广泛的细菌特性。
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引用次数: 0
One-year restoration of vaginal health: synergistic dynamics of microbiome and metabolome following the elimination of high-grade cervical intraepithelial neoplasia. 阴道健康恢复一年:消除高级别宫颈上皮内瘤变后微生物组和代谢组的协同动力学
IF 4.6 2区 生物学 Q1 MICROBIOLOGY Pub Date : 2025-12-17 Epub Date: 2025-11-17 DOI: 10.1128/msystems.01190-25
Hui Du, Xin Jiang, Yu Liu, Jun Hou, Changzhong Li, Ruifang Wu, Shuai Cheng Li, Wenkui Dai

Therapeutic elimination of high-grade cervical intraepithelial neoplasia (CIN) is widely implemented for cervical cancer prevention. Despite the demonstrated dysbiosis of vaginal microenvironment in high-grade CIN, its post-therapy restorations remain to be poorly understood, especially in functional aspects. This study aimed to characterize temporal changes in both vaginal microbiota (VM) and metabolome (VMeta) following therapeutic elimination of high-grade CIN. We conducted a longitudinal study of 32 HPV-positive women with high-grade CIN who underwent therapeutic procedures. Vaginal swabs were collected at baseline (pre-therapy) and at 6- and 12-month follow-up visits for integrated VM and VMeta analysis. We observed a gradual restoration of Lactobacillus crispatus levels from baseline to 12 months (P < 0.05). Concurrently, we detected significant decreases in dysbiosis-associated bacteria, including Prevotella bivia, Ureaplasma parvum, and Peptoniphilus sp. 6 months post-therapy compared to the baseline. VMeta analysis revealed distinct metabolic shifts across the follow-up periods. The early post-therapy phase (baseline to 6 months) was characterized by enrichment of glycerophospholipids and depletion of nucleotide metabolites, while the later phase (6-12 months) showed increases in flavonoids, lysophospholipids, bioactive amides, and amino acid metabolism. Integration of correlation and dynamic Bayesian network analysis indicated potential regulatory relationships and time-lag effects involving HPV infection, L. crispatus, Bifidobacterium sp., Streptococcus anginosus, Megasphaera sp., U. parvum, and those metabolites. This study enhances our understanding of a sequential restoration process post-therapy in the vaginal microenvironment.IMPORTANCETherapeutic elimination of high-grade CIN is routine, yet functional recovery of the vaginal ecosystem is poorly defined. In a 12-month longitudinal multi-omics study of 32 women, we show stepwise restoration: progressive L. crispatus dominance with sustained decreases in dysbiosis-associated taxa (P. bivia, U. parvum, Peptoniphilus). Metabolically, an early rise in glycerophospholipids and fall in nucleotide metabolites is followed by later enrichment of flavonoids, lysophospholipids, bioactive amides, and amino acid derivatives. Correlation and dynamic Bayesian network analyses reveal putative regulatory links, time-lag effects, and downstream impacts of HPV clearance. These findings deliver a functional roadmap of post-therapy recovery, nominate measurable microbial-metabolite milestones and candidate biomarkers for monitoring, and suggest targets for adjunct interventions to accelerate re-establishment of protective states. This work informs precision follow-up in cervical cancer prevention programs.

治疗消除高级别宫颈上皮内瘤变(CIN)被广泛用于宫颈癌预防。尽管在高级别CIN中证实了阴道微环境的生态失调,但其治疗后的恢复仍然知之甚少,特别是在功能方面。本研究旨在描述治疗消除高级别CIN后阴道微生物群(VM)和代谢组(VMeta)的时间变化。我们对32名接受治疗的高级别CIN的hpv阳性妇女进行了纵向研究。在基线(治疗前)和6个月和12个月随访时收集阴道拭子,用于综合VM和VMeta分析。我们观察到,从基线到12个月,crispr乳杆菌水平逐渐恢复(P < 0.05)。同时,我们发现在治疗后6个月,与基线相比,与生态失调相关的细菌显著减少,包括bivia普雷沃氏菌、细小脲原体和胃杆菌。meta分析显示在随访期间有明显的代谢变化。治疗后早期(基线至6个月)的特点是甘油磷脂的富集和核苷酸代谢物的消耗,而后期(6-12个月)显示黄酮类化合物、溶血磷脂、生物活性酰胺和氨基酸代谢的增加。结合相关分析和动态贝叶斯网络分析,揭示了HPV感染、crispatus、双歧杆菌、血管链球菌、Megasphaera sp、U. parvum及其代谢物之间的潜在调控关系和时滞效应。本研究增强了我们对阴道微环境中治疗后的顺序恢复过程的理解。重要性:治疗消除高级别CIN是常规的,但阴道生态系统的功能恢复是不明确的。在一项对32名女性进行的为期12个月的纵向多组学研究中,我们显示出逐步恢复:crispatus逐渐占优势,与生态失调相关的分类群(p.b bivia, U. parvum, Peptoniphilus)持续减少。代谢方面,早期甘油磷脂升高,核苷酸代谢物下降,随后黄酮类化合物、溶血磷脂、生物活性酰胺和氨基酸衍生物富集。相关性和动态贝叶斯网络分析揭示了假定的调控联系、时滞效应和HPV清除的下游影响。这些发现提供了治疗后恢复的功能路线图,指定了可测量的微生物代谢物里程碑和候选生物标志物进行监测,并提出了辅助干预的目标,以加速保护状态的重建。这项工作为宫颈癌预防项目的精确随访提供了依据。
{"title":"One-year restoration of vaginal health: synergistic dynamics of microbiome and metabolome following the elimination of high-grade cervical intraepithelial neoplasia.","authors":"Hui Du, Xin Jiang, Yu Liu, Jun Hou, Changzhong Li, Ruifang Wu, Shuai Cheng Li, Wenkui Dai","doi":"10.1128/msystems.01190-25","DOIUrl":"10.1128/msystems.01190-25","url":null,"abstract":"<p><p>Therapeutic elimination of high-grade cervical intraepithelial neoplasia (CIN) is widely implemented for cervical cancer prevention. Despite the demonstrated dysbiosis of vaginal microenvironment in high-grade CIN, its post-therapy restorations remain to be poorly understood, especially in functional aspects. This study aimed to characterize temporal changes in both vaginal microbiota (VM) and metabolome (VMeta) following therapeutic elimination of high-grade CIN. We conducted a longitudinal study of 32 HPV-positive women with high-grade CIN who underwent therapeutic procedures. Vaginal swabs were collected at baseline (pre-therapy) and at 6- and 12-month follow-up visits for integrated VM and VMeta analysis. We observed a gradual restoration of <i>Lactobacillus crispatus</i> levels from baseline to 12 months (<i>P</i> < 0.05). Concurrently, we detected significant decreases in dysbiosis-associated bacteria, including <i>Prevotella bivia</i>, <i>Ureaplasma parvum</i>, and <i>Peptoniphilus</i> sp. 6 months post-therapy compared to the baseline. VMeta analysis revealed distinct metabolic shifts across the follow-up periods. The early post-therapy phase (baseline to 6 months) was characterized by enrichment of glycerophospholipids and depletion of nucleotide metabolites, while the later phase (6-12 months) showed increases in flavonoids, lysophospholipids, bioactive amides, and amino acid metabolism. Integration of correlation and dynamic Bayesian network analysis indicated potential regulatory relationships and time-lag effects involving HPV infection, <i>L. crispatus</i>, <i>Bifidobacterium</i> sp., <i>Streptococcus anginosus</i>, <i>Megasphaera</i> sp., <i>U. parvum,</i> and those metabolites. This study enhances our understanding of a sequential restoration process post-therapy in the vaginal microenvironment.IMPORTANCETherapeutic elimination of high-grade CIN is routine, yet functional recovery of the vaginal ecosystem is poorly defined. In a 12-month longitudinal multi-omics study of 32 women, we show stepwise restoration: progressive <i>L. crispatus</i> dominance with sustained decreases in dysbiosis-associated taxa (<i>P. bivia, U. parvum, Peptoniphilus</i>). Metabolically, an early rise in glycerophospholipids and fall in nucleotide metabolites is followed by later enrichment of flavonoids, lysophospholipids, bioactive amides, and amino acid derivatives. Correlation and dynamic Bayesian network analyses reveal putative regulatory links, time-lag effects, and downstream impacts of HPV clearance. These findings deliver a functional roadmap of post-therapy recovery, nominate measurable microbial-metabolite milestones and candidate biomarkers for monitoring, and suggest targets for adjunct interventions to accelerate re-establishment of protective states. This work informs precision follow-up in cervical cancer prevention programs.</p>","PeriodicalId":18819,"journal":{"name":"mSystems","volume":" ","pages":"e0119025"},"PeriodicalIF":4.6,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12710359/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145541357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of oral Chlamydia vaccination on host gut microbiome and metabolite composition. 口服衣原体疫苗接种对宿主肠道微生物组和代谢物组成的影响。
IF 4.6 2区 生物学 Q1 MICROBIOLOGY Pub Date : 2025-12-17 Epub Date: 2025-11-10 DOI: 10.1128/msystems.01285-25
Youyou Huang, Jiao Wan, Chuqiang Shu, Xichun Yan, Jingyue Ma, Tian Zhang, Jiarong He, Ziqing Wan, Guang Li, Qi Zhang, Zengzi Zhou, Xin Sun, Jing Zhao, Pu Zhang, Luying Wang, Tianyuan Zhang, Qi Tian

Chlamydia trachomatis, an intracellular pathogen, is recognized as the most common sexually transmitted bacterial infection among women worldwide. Chlamydia infections can lead to undesirable clinical outcomes, including pelvic inflammatory disease and infertility. Recently, the gut has been identified as a niche for Chlamydia colonization in human gut-derived organoids. However, despite the biological impact on the host remaining under investigation, oral inoculation of Chlamydia as a whole-organism vaccine has been reported as a promising strategy for preventing genital Chlamydia infections in mice. Few studies have evaluated the impact of oral Chlamydia vaccination on the gut microbiome and metabolite changes. In this study, we assessed time-series alterations in the gut microbiome and metabolites following oral Chlamydia muridarum inoculation in a mice model, and we analyzed the composition and correlation between serum immune parameters and the sequencing profiles in the host. We identified 129 microbial changes and 186 differentially abundant metabolites in the gut across various vaccination approaches during the 30-day immunization process. Additionally, we discussed the potential influence of live Chlamydia on gut epithelium and the biomarkers of effective immunization based on correlation analysis.IMPORTANCEChlamydia infections primarily lead to morbidity rather than mortality. Consequently, in developing and implementing a Chlamydia vaccine, the utmost priority is evaluation of safety. As a promising yet controversial approach, live oral vaccination for Chlamydia raises concerns regarding its impact on the host's gut environment. Our study not only investigates changes in the gut microbiome and metabolites during vaccination but also identifies changes in gut epithelium during vaccination and potential biomarkers during immunization. These findings are crucial for the development of whole-organism oral Chlamydia vaccines and provide valuable insights into the long-term colonization of Chlamydia in the gut.

沙眼衣原体是一种细胞内病原体,被认为是全世界妇女中最常见的性传播细菌感染。衣原体感染可导致不良的临床结果,包括盆腔炎和不孕症。最近,肠道已被确定为衣原体在人类肠道衍生类器官中定植的生态位。然而,尽管对宿主的生物学影响仍在调查中,口服接种衣原体作为一种全生物体疫苗已被报道为预防小鼠生殖器衣原体感染的一种有希望的策略。很少有研究评估口服衣原体疫苗接种对肠道微生物群和代谢物变化的影响。在这项研究中,我们评估了口服muridarum衣原体接种小鼠模型后肠道微生物组和代谢物的时间序列变化,并分析了宿主血清免疫参数的组成和序列谱之间的相关性。在30天的免疫过程中,我们发现了129种微生物变化和186种不同的代谢物。此外,我们在相关分析的基础上讨论了活衣原体对肠道上皮的潜在影响和有效免疫的生物标志物。衣原体感染主要导致发病率而非死亡率。因此,在开发和实施衣原体疫苗时,最优先考虑的是安全性评估。作为一种有希望但有争议的方法,口服衣原体活疫苗接种引起了人们对其对宿主肠道环境影响的担忧。我们的研究不仅调查了疫苗接种期间肠道微生物组和代谢物的变化,还确定了疫苗接种期间肠道上皮的变化和免疫接种期间潜在的生物标志物。这些发现对于开发全生物体口服衣原体疫苗至关重要,并为衣原体在肠道中的长期定植提供了有价值的见解。
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引用次数: 0
High-throughput chemical genomic screening: a step-by-step workflow from plate to phenotype. 高通量化学基因组筛选:从板到表型一步一步的工作流程。
IF 4.6 2区 生物学 Q1 MICROBIOLOGY Pub Date : 2025-12-17 Epub Date: 2025-11-28 DOI: 10.1128/msystems.00885-25
Georgia Williams, Huda Ahmad, Susan Sutherland, James Haycocks, Sam Benedict, Adam J Hart, Hannah H Doherty, Rudi Sullivan, Micheal Alao, Xuyu Ma, Qianhui Xu, Jack Bryant, Monika Glinkowska, Peter Banks, Patrick Moynihan, Mathew T Milner, Danesh Moradigaravand, Manuel Banzhaf

High-throughput chemical genomics uses phenotypic profiling of strain libraries under defined chemical and environmental conditions to identify gene functions. This approach enables the mapping of biological pathways and can potentially highlight drug targets. Chemical genomic data sets have been springboards for numerous hypothesis-driven research projects, with direct implications for antimicrobial resistance and clinical outcomes. High-throughput phenotypic profiles are valuable tools for enriching microbial sequence data with functional annotations and benefiting the broader scientific community. This work provides a step-by-step guide for conducting chemical genomics screens from start to finish.IMPORTANCEChemical genomic screening is a powerful systems biology approach for linking gene function to phenotype under diverse chemical and environmental stressors. However, its broader use in microbial research has been limited by the lack of standardized, reproducible workflows. Our study introduces a scalable, end-to-end protocol that integrates experimental, imaging, and computational steps into a cohesive framework for high-throughput screening across a range of microbial species. This enables researchers to generate consistent, high-quality phenotypic data suitable for large-scale analyses. The protocol supports systematic exploration of gene-environment interactions, microbial stress responses, and antimicrobial resistance. Its adaptability and troubleshooting guidance make it especially useful for groups working in microbiome research, synthetic biology, and microbial community studies. By bridging benchwork and computational analysis, this workflow expands the technical toolkit available to microbial systems biologists. Our work contributes to the development of robust methods for functional genomics and supports the core mission of mSystems to advance microbial systems biology.

高通量化学基因组学在确定的化学和环境条件下使用菌株文库的表型分析来鉴定基因功能。这种方法能够绘制生物学途径,并可能突出药物靶点。化学基因组数据集已成为许多假设驱动的研究项目的跳板,对抗菌素耐药性和临床结果具有直接影响。高通量表型谱是通过功能注释丰富微生物序列数据并使更广泛的科学界受益的有价值的工具。这项工作为从头到尾进行化学基因组学筛选提供了一步一步的指导。化学基因组筛选是一种强大的系统生物学方法,可以在不同的化学和环境胁迫下将基因功能与表型联系起来。然而,由于缺乏标准化、可重复的工作流程,它在微生物研究中的广泛应用受到了限制。我们的研究引入了一种可扩展的端到端协议,该协议将实验、成像和计算步骤集成到一个内聚框架中,用于跨一系列微生物物种的高通量筛选。这使研究人员能够生成一致的、高质量的表型数据,适合大规模分析。该方案支持系统地探索基因-环境相互作用,微生物应激反应和抗菌素耐药性。它的适应性和故障排除指南使其对微生物组研究、合成生物学和微生物群落研究的小组特别有用。通过桥接基准和计算分析,该工作流程扩展了微生物系统生物学家可用的技术工具包。我们的工作有助于开发功能基因组学的强大方法,并支持mSystems推进微生物系统生物学的核心使命。
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引用次数: 0
Seasonally increasing parasite load is associated with microbiota dysbiosis in wild bumblebees. 季节性增加的寄生虫负荷与野生大黄蜂的微生物群失调有关。
IF 4.6 2区 生物学 Q1 MICROBIOLOGY Pub Date : 2025-12-17 Epub Date: 2025-11-18 DOI: 10.1128/msystems.01184-25
Mark G Young, Josefine Just, Ye Jin Lee, Thomas McMahon, James Gonzalez, Pilar Fuentes, Suegene Noh, David R Angelini

Gut microbiota often influence host defense against infection, but this relationship is incompletely understood in wild bumblebees. These critical pollinators host a characteristic core gut microbiota, yet field studies have offered conflicting insights into its association with Crithidia bombi, a prevalent trypanosomid parasite. To address this gap in our knowledge, we conducted an 3 year field survey, profiling the gut microbiota of 638 bumblebees from 9 sympatric species across diverse sites in Maine using 16S rRNA amplicon sequencing and qPCR for C. bombi detection. We confirmed a robust core bumblebee microbiota, identifying novel host-specific phylogenetic associations of bacterial amplicon sequence variants even among closely related host species. C. bombi infection was common and showed significant seasonal increases. We also found spatial variation, with higher prevalence in coastal regions. Crucially, increasing C. bombi infection load was consistently associated with microbiome dysbiosis. This dysbiosis was characterized by a depletion of core bumblebee-associated microbial taxa, notably Apibacter and Gilliamella (previously shown to be protective), and a corresponding increase in opportunistic, environmentally derived microbes like Entomomonas. While the core microbiota's association with initial pathogen transmission appears minor, its depletion in severe infections strongly supports a correlation to host health in wild bumblebees.

Importance: The community of microorganisms in close association with an animal, its microbiota, can be important to its health. Understanding how microbiota composition relates to health and disease is an important goal with broad potential implications. Like most animals, bumblebees have a characteristic core gut microbiota. We have conducted a broad survey of bumblebees over 3 years to examine the interactions of microbiota composition with infection by an endemic trypanosomatid parasite. We found that the relative abundances of core microbes were inversely related to infection load, and that increased pathogen load was associated with the prevalence of novel microbes. These results are evidence of strong associations between bumblebees and their core microbiota and suggest a role in providing resistance to severe parasitism.

肠道微生物群经常影响宿主对感染的防御,但这种关系在野生大黄蜂中还不完全清楚。这些关键的传粉媒介拥有一个典型的核心肠道微生物群,然而,实地研究提供了关于它与一种流行的锥虫寄生虫Crithidia bombi的关系的相互矛盾的见解。为了解决我们知识上的这一空白,我们进行了为期3年的实地调查,利用16S rRNA扩增子测序和qPCR检测了缅因州不同地点9种同域物种的638只大黄蜂的肠道微生物群。我们证实了一个强大的核心大黄蜂微生物群,鉴定了甚至在密切相关的宿主物种中细菌扩增子序列变异的新的宿主特异性系统发育关联。炸弹梭菌感染较为常见,且有明显的季节性增加。我们还发现了空间差异,沿海地区的患病率更高。至关重要的是,增加炸弹梭菌感染负荷始终与微生物群失调有关。这种生态失调的特点是与大黄蜂相关的核心微生物类群,特别是蜜蜂杆菌和gillamella(以前被证明具有保护作用)的消耗,以及机会主义的、环境衍生的微生物,如昆虫单胞菌的相应增加。虽然核心微生物群与初始病原体传播的关联似乎很小,但其在严重感染中的减少有力地支持了野生大黄蜂与宿主健康的相关性。重要性:与动物密切相关的微生物群落,其微生物群,对其健康可能很重要。了解微生物群组成与健康和疾病的关系是一个具有广泛潜在意义的重要目标。像大多数动物一样,大黄蜂有一个独特的核心肠道微生物群。我们对大黄蜂进行了为期3年的广泛调查,以检查微生物群组成与地方性锥虫寄生虫感染的相互作用。我们发现核心微生物的相对丰度与感染负荷呈负相关,而病原体负荷的增加与新型微生物的流行有关。这些结果证明了大黄蜂和它们的核心微生物群之间有很强的联系,并表明它们在抵抗严重的寄生虫病方面发挥了作用。
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