Department of Biotechnology and Biomedicine, Technical University of Denmark, Kongens Lyngby, Denmark.
Appl Environ Microbiol. 2024 Jul 24;90(7):e0034224. doi: 10.1128/aem.00342-24. Epub 2024 Jun 20.
Black apples are the result of late-stage microbial decomposition after falling to the ground. This phenomenon is highly comparable from year to year, with the filamentous fungus most commonly being the first invader, followed by . Motivated by the fact that only little chemistry has been reported from apple microbiomes, we set out to investigate the chemical diversity and potential ecological roles of secondary metabolites (SMs) in a total of 38 black apples. Metabolomics analyses were conducted on either whole apples or small excisions of fungal biomass derived from black apples. Annotation of fungal SMs in black apple extracts was aided by the cultivation of 15 recently isolated fungal strains on 9 different substrates in a One Strain Many Compounds (OSMAC) approach, leading to the identification of 3,319 unique chemical features. Only 6.4% were attributable to known compounds based on analysis of high-performance liquid chromatography-high-resolution mass spectrometry (HPLC-HRMS/MS) data using spectral library matching tools. Of the 1,606 features detected in the black apple extracts, 32% could be assigned as fungal-derived, due to their presence in the OSMAC-based training data set. Notably, the detection of several antifungal compounds indicates the importance of such compounds for the invasion of and control of other microbial competitors on apples. In conclusion, the diversity and abundance of microbial SMs on black apples were found to be much higher than that typically observed for other environmental microbiomes. Detection of SMs known to be produced by the six fungal species tested also highlights a succession of fungal growth following the initial invader .IMPORTANCEMicrobial secondary metabolites constitute a significant reservoir of biologically potent and clinically valuable chemical scaffolds. However, their usefulness is hampered by rapidly developing resistance, resulting in reduced profitability of such research endeavors. Hence, the ecological role of such microbial secondary metabolites must be considered to understand how best to utilize such compounds as chemotherapeutics. Here, we explore an under-investigated environmental microbiome in the case of black apples; a veritable "low-hanging fruit," with relatively high abundances and diversity of microbially produced secondary metabolites. Using both a targeted and untargeted metabolomics approach, the interplay between metabolites, other microbes, and the apple host itself was investigated. This study highlights the surprisingly low incidence of known secondary metabolites in such a system, highlighting the need to study the functionality of secondary metabolites in microbial interactions and complex microbiomes.
黑苹果是苹果落地后晚期微生物分解的结果。这种现象年年如此,丝状真菌通常是第一个入侵的,其次是 。由于从苹果微生物组中报道的化学物质很少,我们着手调查总共 38 个黑苹果中次生代谢物(SMs)的化学多样性和潜在生态作用。对整个苹果或从黑苹果衍生的真菌生物量小切口中的代谢组学分析进行了分析。通过在 OSMAC(One Strain Many Compounds)方法中在 9 种不同基质上培养 15 种最近分离的真菌菌株,辅助注释黑苹果提取物中的真菌 SMs,导致鉴定出 3319 种独特的化学特征。仅根据基于使用光谱库匹配工具的高效液相色谱-高分辨率质谱(HPLC-HRMS/MS)数据分析的高性能液体色谱-高分辨率质谱(HPLC-HRMS/MS)数据,将 6.4%归因于基于分析的已知化合物。在黑苹果提取物中检测到的 1606 种特征中,由于它们存在于基于 OSMAC 的训练数据集,因此有 32%可归因于真菌衍生。值得注意的是,检测到几种抗真菌化合物表明,这些化合物对苹果上其他微生物竞争者的入侵和控制非常重要。总之,与其他环境微生物组相比,黑苹果上微生物 SMs 的多样性和丰度要高得多。检测到已知由测试的六种真菌物种产生的 SMs 也突出了初始入侵者后真菌生长的顺序 。重要性微生物次生代谢产物构成了具有生物活性和临床价值的化学支架的重要储备。然而,由于快速发展的抗性,这些化合物的用途受到阻碍,从而降低了此类研究工作的盈利能力。因此,必须考虑此类微生物次生代谢物的生态作用,以了解如何最好地将此类化合物用作化学疗法。在这里,我们探讨了黑苹果这种未充分研究的环境微生物组;一种真正的“低垂果实”,具有相对较高的丰度和微生物产生的次生代谢产物多样性。使用靶向和非靶向代谢组学方法,研究了代谢物,其他微生物与苹果宿主本身之间的相互作用。这项研究突出了在这样的系统中,已知次生代谢物的发生率相对较低,这突出表明需要研究次生代谢物在微生物相互作用和复杂微生物组中的功能。