Mass spectrometry imaging

质谱成像
  • 文章类型: Journal Article
    背景:大气颗粒物(PM)暴露诱导的神经炎症在介导神经系统损害中至关重要。然而,有效的干预措施有待发展。
    结果:在这项研究中,我们研究了补充β-烟酰胺单核苷酸(NMN)对PM暴露后神经系统损伤的影响以及脂质代谢的空间调节机制。将120只C57BL/6雄性小鼠暴露于真实环境PM下11天(亚急性)或16周(亚慢性)。NMN补充将小鼠脑中烟酰胺腺嘌呤二核苷酸(NAD+)的水平提高了2.04倍。这种增强有效地减少了神经炎症,各个脑区激活的小胶质细胞水平显著下降,从29.29%到85.96%不等。全脑脂质组学分析显示,NMN干预导致亚急性PM暴露后大脑中神经酰胺(Cer)和溶血磷脂水平降低,亚慢性PM暴露后,甘油三酯(TG)和甘油磷脂(GP)逆转,赋予小鼠抗神经炎症反应,改善免疫功能,和增强膜的稳定性。此外,我们证明海马和下丘脑可能是对PM暴露和NMN补充反应最敏感的脑区.特别是,TG的改变(60:10,56:2,60:7),二酰基甘油(DG,42:6),和溶血磷脂酰胆碱(LPC,18:3)是最深刻的,与功能注释的变化和包括氧化应激在内的途径的扰动相关,炎症,空间转录组学分析揭示了膜的不稳定性。
    结论:这项研究表明,NMN干预通过调节空间脂质代谢有效地减少了PM暴露后海马和下丘脑的神经炎症。针对脂质稳态改善的策略可以提供针对与空气污染物暴露相关的脑损伤的显著保护。
    BACKGROUND: Atmospheric particulate matter (PM) exposure-induced neuroinflammation is critical in mediating nervous system impairment. However, effective intervention is yet to be developed.
    RESULTS: In this study, we examine the effect of β-nicotinamide mononucleotide (NMN) supplementation on nervous system damage upon PM exposure and the mechanism of spatial regulation of lipid metabolism. 120 C57BL/6 male mice were exposed to real ambient PM for 11 days (subacute) or 16 weeks (sub-chronic). NMN supplementation boosted the level of nicotinamide adenine dinucleotide (NAD+) in the mouse brain by 2.04 times. This augmentation effectively reduced neuroinflammation, as evidenced by a marked decrease in activated microglia levels across various brain regions, ranging from 29.29 to 85.96%. Whole brain lipidomics analysis revealed that NMN intervention resulted in an less increased levels of ceramide (Cer) and lysophospholipid in the brain following subacute PM exposure, and reversed triglyceride (TG) and glycerophospholipids (GP) following sub-chronic PM exposure, which conferred mice with anti-neuroinflammation response, improved immune function, and enhanced membrane stability. In addition, we demonstrated that the hippocampus and hypothalamus might be the most sensitive brain regions in response to PM exposure and NMN supplementation. Particularly, the alteration of TG (60:10, 56:2, 60:7), diacylglycerol (DG, 42:6), and lysophosphatidylcholine (LPC, 18:3) are the most profound, which correlated with the changes in functional annotation and perturbation of pathways including oxidative stress, inflammation, and membrane instability unveiled by spatial transcriptomic analysis.
    CONCLUSIONS: This study demonstrates that NMN intervention effectively reduces neuroinflammation in the hippocampus and hypothalamus after PM exposure by modulating spatial lipid metabolism. Strategies targeting the improvement of lipid homeostasis may provide significant protection against brain injury associated with air pollutant exposure.
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  • 文章类型: Journal Article
    背景:患者来源的类器官(PDO)是具有特定三维(3D)结构的多细胞培养物。肿瘤类器官(TOs)为评估治疗反应提供了个性化的视角。然而,正常类器官(NO)残留物的存在对其个性化医疗的效用构成了潜在威胁。迫切需要一种能够区分癌症类器官培养物中的TO和NO的有效平台。
    结果:我们介绍了一种整装(WM)制备方案,用于对类器官的脂质分布进行原位可视化。为了评估这种方法的有效性,分析了9种乳腺癌类器官(BCO)和6种正常乳腺类器官(NBO)。聚-l-赖氨酸(PLL)涂层载玻片,配备12个井室,被用作PDO高通量分析的载体。将定影时间优化为30分钟,保留了类器官的完整性和脂质化合物的保真度。衍生自相同类器官系的PDO表现出相似的脂质组学特征。根据WM自动聚焦(AF)扫描微探针基质辅助激光解吸/电离(SMALDI)质谱成像(MSI)检测到的脂质组学特征,可以明显区分BCO和NBO。
    结论:开发了一种整装(WM)制备方案,以可视化类器官表面的脂质分布。使用聚-l-赖氨酸包被的载玻片进行高通量分析,该方法使用自动聚焦扫描微探针基质辅助激光解吸/电离(SMALDI)质谱成像,根据其独特的脂质组学特征,保留了类器官的完整性,并将乳腺癌类器官(BCO)与正常乳腺类器官(NBO)区分开.
    BACKGROUND: Patient-derived organoids (PDOs) are multi-cellular cultures with specific three-dimensional (3D) structures. Tumor organoids (TOs) offer a personalized perspective for assessing treatment response. However, the presence of normal organoid (NO) residuals poses a potential threat to their utility for personalized medicine. There is a crucial need for an effective platform capable of distinguishing between TO and NO in cancer organoid cultures.
    RESULTS: We introduced a whole-mount (WM) preparation protocol for in-situ visualization of the lipidomic distribution of organoids. To assess the efficacy of this method, nine breast cancer organoids (BCOs) and six normal breast organoids (NBOs) were analyzed. Poly-l-lysine (PLL) coated slides, equipped with 12 well chambers, were utilized as a carrier for the high-throughput analysis of PDOs. Optimizing the fixation time to 30 min, preserved the integrity of organoids and the fidelity of lipid compounds. The PDOs derived from the same organoid lines exhibited similar lipidomic profiles. BCOs and NBOs were obviously distinguished based on their lipidomic signatures detected by WM autofocusing (AF) scanning microprobe matrix-assisted laser desorption/ionization (SMALDI) mass spectrometry imaging (MSI).
    CONCLUSIONS: A whole-mount (WM) preparation protocol was developed to visualize lipidomic distributions of the organoids\' surface. Using poly-l-lysine coated slides for high-throughput analysis, the method preserved organoid integrity and distinguished breast cancer organoids (BCOs) from normal breast organoids (NBOs) based on their unique lipidomic profiles using autofocusing scanning microprobe matrix-assisted laser desorption/ionization (SMALDI) mass spectrometry imaging.
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  • 文章类型: Journal Article
    质量控制和系统适用性测试是实施的重要协议,以确保质谱调查中数据的可重复性和可重复性。然而,质谱成像(MSI)分析增加了复杂性,因为同时测量了化学和空间信息。在这里,我们采用各种机器学习算法和一种新颖的质量控制混合物来对MSI平台的工作条件进行分类。每种算法都根据其在看不见的数据上的性能进行了评估,用阴性对照数据集进行验证,以排除混杂变量或机会协议,并用于确定必要的样本量,以实现高水平的准确分类。在这项工作中,建立了健壮的机器学习工作流程,其中模型可以根据从分析的质量控制样本中提取的数据指标将仪器条件准确地分类为清洁或受损。这项工作强调了机器学习识别MSI数据中复杂模式的强大功能,并使用这些关系为MSI平台执行系统适用性测试。
    Quality control and system suitability testing are vital protocols implemented to ensure the repeatability and reproducibility of data in mass spectrometry investigations. However, mass spectrometry imaging (MSI) analyses present added complexity since both chemical and spatial information are measured. Herein, we employ various machine learning algorithms and a novel quality control mixture to classify the working conditions of an MSI platform. Each algorithm was evaluated in terms of its performance on unseen data, validated with negative control data sets to rule out confounding variables or chance agreement, and utilized to determine the necessary sample size to achieve a high level of accurate classifications. In this work, a robust machine learning workflow was established where models could accurately classify the instrument condition as clean or compromised based on data metrics extracted from the analyzed quality control sample. This work highlights the power of machine learning to recognize complex patterns in MSI data and use those relationships to perform a system suitability test for MSI platforms.
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  • 文章类型: Journal Article
    1.挑战,在第五届欧洲生物转化研讨会上介绍和讨论了生物转化领域的战略和新技术,于2024年3月14日在巴塞尔的诺华校区举行,Switzerland.2.在本会议报告中,我们总结了本研讨会的介绍和讨论。涵盖的主题如下:了解羧酸和靶向共价抑制剂的药物诱导肝损伤(DILI)风险的进展基于寡核苷酸的治疗剂的生物转化,包括用于代谢物鉴定的自动化软件工具代谢物合成的最新进展鉴定和验证用于代谢物分析的新型紧凑型低能加速器质谱(LEA)系统。
    1.Challenges, strategies and new technologies in the field of biotransformation were presented and discussed at the 5th European Biotransformation Workshop, which was held on March 14, 2024 on the Novartis Campus in Basel, Switzerland.2. In this meeting report we summarise the presentations and discussions from this workshop.3. The topics covered are listed below:Advances in understanding drug induced liver injury (DILI) risks of carboxylic acids and targeted covalent inhibitorsBiotransformation of oligonucleotide-based therapeutics including automated software tools for metabolite identificationRecent advances in metabolite synthesisQualification and validation of a new compact Low Energy Accelerator Mass Spectrometry (LEA) system for metabolite profiling.
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  • 文章类型: Journal Article
    质谱成像(MSI)以高灵敏度和分子选择性提供有关复杂样品中分子空间定位的信息。虽然逐点数据采集,其中在网格图案中的预定义点处获取质谱,在MSI中很常见,几种MSI技术使用线性数据采集。在线性模式下,成像表面沿着连续的平行线连续采样,并且MSI数据作为跨样品的线扫描的集合被获取。此外,除了获取完整质谱的标准成像模式外,已经开发了其他采集模式来增强分子特异性,能够分离等量异位和同分异构的物种,并提高灵敏度,以促进低丰度物种的成像。这些方法,包括MS2和MS3模式下的MS/MS-MSI,多反应监测(MRM)-MSI,和离子迁移谱(IMS)-MSI都展示了它们的能力,但其更广泛的实施受到现有MSI分析软件的限制。这里,我们介绍MSIGen,一个开源的Python包,用于在包含MS1、MS2、MRM、和IMS数据,可在https://github.com/LabLaskin/MSIGen上获得。该软件包支持多种特定于供应商的开源数据格式,并包含用于有针对性地提取离子图像的工具,归一化,作为图像输出,数组,或出版物样式的图像。MSIGen提供多个接口,允许可访问性和与其他工作流轻松集成。考虑到其对各种MSI成像模式和供应商格式的支持,MSIGen是用于MSI数据的可视化和分析的有价值的工具。
    Mass spectrometry imaging (MSI) provides information about the spatial localization of molecules in complex samples with high sensitivity and molecular selectivity. Although point-wise data acquisition, in which mass spectra are acquired at predefined points in a grid pattern, is common in MSI, several MSI techniques use line-wise data acquisition. In line-wise mode, the imaged surface is continuously sampled along consecutive parallel lines and MSI data are acquired as a collection of line scans across the sample. Furthermore, aside from the standard imaging mode in which full mass spectra are acquired, other acquisition modes have been developed to enhance molecular specificity, enable separation of isobaric and isomeric species, and improve sensitivity to facilitate the imaging of low abundance species. These methods, including MS/MS-MSI in both MS2 and MS3 modes, multiple-reaction monitoring (MRM)-MSI, and ion mobility spectrometry (IMS)-MSI have all demonstrated their capabilities, but their broader implementation is limited by the existing MSI analysis software. Here, we present MSIGen, an open-source Python package for the visualization of MSI experiments performed in line-wise acquisition mode containing MS1, MS2, MRM, and IMS data, which is available at https://github.com/LabLaskin/MSIGen. The package supports multiple vendor-specific and open-source data formats and contains tools for targeted extraction of ion images, normalization, and exportation as images, arrays, or publication-style images. MSIGen offers multiple interfaces, allowing for accessibility and easy integration with other workflows. Considering its support for a wide variety of MSI imaging modes and vendor formats, MSIGen is a valuable tool for the visualization and analysis of MSI data.
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  • 文章类型: Journal Article
    植物代谢物的存在和定位是生理过程的指示,例如,在生物和非生物胁迫条件下。Further,植物部分的化学成分与它们作为食品或药用的质量有关。质谱成像(MSI)已成为一种流行的分析技术,用于探索和可视化组织内植物分子的空间分布。这篇综述概述了用于绘制和鉴定植物组织中代谢物的质谱方法。我们介绍了真空和环境电离方法的优点和缺点,考虑直接和间接方法。最后,我们讨论了当前在注释和识别分子方面的局限性以及未来研究的观点。
    The presence and localization of plant metabolites are indicative of physiological processes, e.g., under biotic and abiotic stress conditions. Further, the chemical composition of plant parts is related to their quality as food or for medicinal applications. Mass spectrometry imaging (MSI) has become a popular analytical technique for exploring and visualizing the spatial distribution of plant molecules within a tissue. This review provides a summary of mass spectrometry methods used for mapping and identifying metabolites in plant tissues. We present the benefits and the disadvantages of both vacuum and ambient ionization methods, considering direct and indirect approaches. Finally, we discuss the current limitations in annotating and identifying molecules and perspectives for future investigations.
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  • 文章类型: Journal Article
    紫杉属物种含有抗癌生物碱紫杉醇,以及其他结构相似且可能与紫杉醇有效的紫杉烷。据报道,一些紫杉树种中紫杉烷的组织特异性分布模式和季节性变化;然而,Taxuscuspidata中的紫杉烷仍然存在不足。
    通过低温飞行时间二次离子质谱和扫描电子显微镜(cryo-TOF-SIMS/SEM)可视化和液相色谱-质谱(LC-MS)定量分析,研究了夏末和春季季节的冷冻固定T.cuspidata横向表面中八种紫杉烷的径向分布。通过光学显微镜观察,在特定组织中进一步表征了目标紫杉烷类的数量和分布模式的季节性差异。
    紫杉烷的总量在夏末比春季高。此外,紫杉烷的径向分布通常在韧皮部中发现较高的浓度,形成层和周围层的下层,最新形成的木质部,不同的紫杉烷显示出几种不同季节的模式,这被认为与季节性植物的生理行为有关。此外,在细胞水平上研究了bacchatinIII(BAC)的分布,在特定细胞中被认为表明其在虎杖茎中的径向和轴向运输。表征紫杉烷在虎杖茎中的微观分布有望在进一步研究其生物合成和植物行为中发挥作用。
    UNASSIGNED: Taxus species contain the anticancer alkaloid paclitaxel, as well as other taxanes similar in structure and potentially in effect to paclitaxel. Tissue-specific distribution patterns and seasonal variations of taxanes in some Taxus species have been reported; however, it is still under-presented for the taxanes in Taxus cuspidata.
    UNASSIGNED: The radial distributions of eight taxanes in the transverse surface of freeze-fixed T. cuspidata stems from the late summer and the spring seasons were investigated by cryo-time-of-flight secondary ion mass spectrometry and scanning electron microscopy (cryo-TOF-SIMS/SEM) visualization and liquid chromatography-mass spectrometry (LC-MS) quantitative analysis. By optical microscopic observation, seasonal differences in the amounts and distribution patterns of target taxanes were further characterized in specific tissues.
    UNASSIGNED: The overall amount of taxanes was higher in the late summer than in the spring. Also, taxanes\' radial distribution was generally found at higher concentration in the phloem, the cambium and lower level in the periderm, the latest-forming xylem, with different taxanes showing several patterns with distinction between seasons, which were considered related to seasonal plant physiological behaviors. In addition, the distribution of baccatin III (BAC) was investigated at the cellular level, which was regarded in specific cells suggesting its transport in the radial and axial directions in the T. cuspidata stem. Characterizing the microscopic distribution of taxanes in the T. cuspidata stem is expected to play a role in the further study of their biosynthesis and in planta behaviors.
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  • 文章类型: Journal Article
    长期以来,草药在预防和治疗各种人类疾病方面发挥着重要作用,并得到了广泛的研究。然而,HM代谢物中存在的复杂性及其不明确的作用机制对中药(TCM)的现代化提出了重大挑战。在过去的二十年里,质谱成像(MSI)作为一种强大的分析技术,能够同时执行定性,定量,和定位分析,无需复杂的样品预处理。随着技术解决方案的进步,MSI已广泛应用于HM领域。MSI,无标记离子成像技术可以全面绘制植物天然组织中HM代谢物的空间分布图,从而促进HM的有效质量控制。此外,MSI提供的动物组织内小分子内源性代谢物的空间维度信息也可以作为揭示HMs药理和毒理学机制的补充。我们概述了三种最常见的MSI技术。此外,重点介绍了HM中的代表性应用。最后,我们讨论了当前的挑战,并提出了几种潜在的解决方案。我们希望对最近发现的总结将有助于MSI在探索HMs的代谢物和作用机制中的应用。
    Herbal medicines (HMs) have long played a pivotal role in preventing and treating various human diseases and have been studied widely. However, the complexities present in HM metabolites and their unclear mechanisms of action have posed significant challenges in the modernization of traditional Chinese medicine (TCM). Over the past two decades, mass spectrometry imaging (MSI) has garnered increasing attention as a robust analytical technique that enables the simultaneous execution of qualitative, quantitative, and localization analyses without complex sample pretreatment. With advances in technical solutions, MSI has been extensively applied in the field of HMs. MSI, a label-free ion imaging technique can comprehensively map the spatial distribution of HM metabolites in plant native tissues, thereby facilitating the effective quality control of HMs. Furthermore, the spatial dimension information of small molecule endogenous metabolites within animal tissues provided by MSI can also serve as a supplement to uncover pharmacological and toxicological mechanisms of HMs. In the review, we provide an overview of the three most common MSI techniques. In addition, representative applications in HM are highlighted. Finally, we discuss the current challenges and propose several potential solutions. We hope that the summary of recent findings will contribute to the application of MSI in exploring metabolites and mechanisms of action of HMs.
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  • 文章类型: Journal Article
    大黄素是中药大黄中重要的蒽醌类化合物,具有良好的抗炎活性。生物组织中详细的空间分布信息在揭示药效学中起着重要作用,大黄素的毒理学和化学机理。在这里,建立了基质辅助激光解吸/电离飞行时间质谱成像(MALDI-TOF-MSI)分析方法,以获取有关大黄素在多个小鼠组织切片(心脏,肝脏,脾,脾肺,肾,和大脑)在小鼠腹膜内注射大黄素后。测量是在m/z250-285Da范围内以负离子模式完成的,空间分辨率为40µm。发现大黄素主要分布在心脏的小动脉血管区域,脾脏的囊区域,还有肾脏的皮质.此外,MALDI-TOF-MSI结果表明大黄素可能分布在大脑中。这些更详细的空间分布信息为研究大黄素的作用机制提供了重要的参考,这不能从常规LC-MS分析中获得。MALDI-TOF-MSI分析结果与超高效液相色谱-串联质谱(UPLC-MS/MS)结果一致,证明了所建立的MALDI-TOF-MSI方法的互补性和可靠性。我们的工作提供了一种无标记的分子成像方法,以研究大黄素在各种器官中的精确空间分布。这证明了研究大黄的有效物质和机理的巨大潜力。
    Emodin is an important anthraquinone compound with good anti-inflammatory activity in Chinese traditional medicine rhubarb. Detailed spatial distribution information in bio-tissues plays an important role in revealing the pharmacodynamics, toxicology and chemical mechanism of emodin. Herein, the matrix-assisted laser desorption/ionization time-of-flight mass spectrometry imaging (MALDI-TOF-MSI) analytical method was established to obtain information on the spatial and temporal changes of emodin in multiple mouse tissue sections (heart, liver, spleen, lung, kidney, and brain) after intraperitoneal injection of emodin in mice. The measurements were accomplished in the negative ion mode in the range of m/z 250-285 Da with a spatial resolution on 40 µm. It was found that emodin was predominantly distributed in the arteriolar vascular region of the heart, the capsule region of the spleen, and the cortex of the kidney. Moreover, the MALDI-TOF-MSI result implied that emodin might be distributed in the brain. These more detailed spatial distribution information provides the significant reference for investigating the action mechanism of emodin, which cannot be obtained from conventional LC-MS analysis. The distribution trend of emodin in the results of MALDI-TOF-MSI analysis agreed with the ultra-performance liquid chromatography/tandem mass spectrometry (UPLC-MS/MS) results well, demonstrating the complementarity and reliability of the established MALDI-TOF-MSI method. Our work provided a label-free molecular imaging method to investigate the precise spatial distribution of emodin in various organs, which prove great potential in studying the effective substances and mechanism of rhubarb.
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  • 文章类型: Journal Article
    许多细菌共存并产生抗生素,然而,我们对它们如何应对和占据相同的利基市场知之甚少。本研究的目的是确定两种有效的产生抗生素的海洋细菌是否以及如何影响彼此的次级代谢组。我们建立了一个基于琼脂和肉汤的系统,允许不动杆菌属和pseudoalotomonaspiscicida共存,分别,产生硫代二乙酸(TDA)和溴代二硫乙酸(BAC)。杆菌属细菌的共培养。在海洋琼脂上的菌株A36a-5a与双歧杆菌菌株B39bio引起了假杆菌菌落中TDA产量的减少。我们在Phaeobacter中TDA生物合成途径中的tdaC基因中构建了转录基因报告融合,并证明了Piscicida对TDA的减少是由于TDA生物合成的抑制。开发了稳定的液体共培养系统,与单一培养物相比,共培养物中的tdaC表达降低了八倍(每个细胞)。共培养菌落的质谱成像显示TDA减少,并表明BAC扩散到假杆菌菌落中。BAC从假交替单胞菌中纯化;然而,当作为纯化合物或混合物添加时,它们不影响TDA生产。在共同文化中,代谢组以假交替单胞菌的特征为主,表明除TDA外,其他不动杆菌属化合物的产生减少。总之,两种产生抗生素的细菌共存可能会导致另一种的拮抗潜力降低。减少(此处为TDA)不是由降解引起的,而是由尚未表征的机制引起的,该机制允许假单胞菌减少TDA生物合成途径的表达。重要性抗菌次级代谢物的药物潜力一直是研究这些化合物的主要驱动力。然而,近年来,它们在微生物系统和微生物群中的自然作用对于确定微生物群的组装和发展至关重要。在这里,我们证明了两种有效的产生抗生素的细菌可以共存,一种允许共存的机制是一种细菌特异性减少另一种细菌产生的抗生素。了解复杂相互作用中的分子机制为应用用途提供了见解,例如在开发生产TDA的细菌以用作水产养殖中的生物防治时。
    Many bacteria co-exist and produce antibiotics, yet we know little about how they cope and occupy the same niche. The purpose of the present study was to determine if and how two potent antibiotic-producing marine bacteria influence the secondary metabolome of each other. We established an agar- and broth-based system allowing co-existence of a Phaeobacter species and Pseudoalteromonas piscicida that, respectively, produce tropodithietic acid (TDA) and bromoalterochromides (BACs). Co-culturing of Phaeobacter sp. strain A36a-5a on Marine Agar with P. piscicida strain B39bio caused a reduction of TDA production in the Phaeobacter colony. We constructed a transcriptional gene reporter fusion in the tdaC gene in the TDA biosynthetic pathway in Phaeobacter and demonstrated that the reduction of TDA by P. piscicida was due to the suppression of the TDA biosynthesis. A stable liquid co-cultivation system was developed, and the expression of tdaC in Phaeobacter was reduced eightfold lower (per cell) in the co-culture compared to the monoculture. Mass spectrometry imaging of co-cultured colonies revealed a reduction of TDA and indicated that BACs diffused into the Phaeobacter colony. BACs were purified from Pseudoalteromonas; however, when added as pure compounds or a mixture they did not influence TDA production. In co-culture, the metabolome was dominated by Pseudoalteromonas features indicating that production of other Phaeobacter compounds besides TDA was reduced. In conclusion, co-existence of two antibiotic-producing bacteria may be allowed by one causing reduction in the antagonistic potential of the other. The reduction (here of TDA) was not caused by degradation but by a yet uncharacterized mechanism allowing Pseudoalteromonas to reduce expression of the TDA biosynthetic pathway.IMPORTANCEThe drug potential of antimicrobial secondary metabolites has been the main driver of research into these compounds. However, in recent years, their natural role in microbial systems and microbiomes has become important to determine the assembly and development of microbiomes. Herein, we demonstrate that two potent antibiotic-producing bacteria can co-exist, and one mechanism allowing the co-existence is the specific reduction of antibiotic production in one bacterium by the other. Understanding the molecular mechanisms in complex interactions provides insights for applied uses, such as when developing TDA-producing bacteria for use as biocontrol in aquaculture.
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