Department of Microbiology and Plant Pathology, University of California, Riversidegrid.266097.c, California, USA.
Department of Botany and Plant Sciences, University of California, Riversidegrid.266097.c, California, USA.
mBio. 2022 Jun 28;13(3):e0034322. doi: 10.1128/mbio.00343-22. Epub 2022 Jun 1.
Emerging research indicates that plant-associated microbes can alter plant developmental timing. However, it is unclear if host phenology affects microbial community assembly. Microbiome studies in annual or deciduous perennial plants face challenges in separating effects of tissue age from phenological driven effects on the microbiome. In contrast, evergreen perennial trees, like , retain leaves for years, allowing for uniform sampling of similarly aged leaves from the same developmental cohort. This aids in separating phenological effects on the microbiome from impacts due to annual leaf maturation/senescence. Here, we used this system to test the hypothesis that host phenology acts as a driver of microbiome composition. leaves and roots were sampled during seven phenological stages. Using amplicon-based sequencing, followed by diversity, phylogenetic, differential abundance, and network analyses, we examined changes in bacterial and fungal communities. Host phenological stage is the main determinant of microbiome composition, particularly within the foliar bacteriome. Microbial enrichment/depletion patterns suggest that microbial turnover and dispersal were driving these shifts. Moreover, a subset of community shifts were phylogenetically conserved across bacterial clades, suggesting that inherited traits contribute to microbe-microbe and/or plant-microbe interactions during specific phenophases. Plant phenology influences microbial community composition. These findings enhance understanding of microbiome assembly and identify microbes that potentially influence plant development and reproduction. Research at the forefront of plant microbiome studies indicates that plant-associated microbes can alter the timing of plant development (phenology). However, it is unclear if host phenological stage affects microbial community assembly. Microbiome studies in annual or deciduous perennial plants can face difficulty in separating effects of tissue age from phenological driven effects on the microbiome. Evergreen perennial plants, like sweet orange, maintain mature leaves for multiple years, allowing for uniform sampling of similarly aged tissue across host reproductive stages. Using this system, multiyear sampling, and high-throughput sequencing, we identified plant phenology as a major driver of microbiome composition, particularly within the leaf-associated bacterial communities. Distinct changes in microbial patterns suggest that microbial turnover and dispersal are mechanisms driving these community shifts. Additionally, closely related bacteria have similar abundance patterns across plant stages, indicating that inherited microbial traits may influence how bacteria respond to host developmental changes. Overall, this study illustrates that plant phenology does indeed govern microbiome seasonal shifts and identifies microbial candidates that may affect plant reproduction and development.
新兴研究表明,植物相关微生物可以改变植物的发育时间。然而,宿主物候是否会影响微生物群落组装尚不清楚。在一年生或落叶多年生植物的微生物组研究中,面临着将组织年龄的影响与对微生物组的物候驱动影响分开的挑战。相比之下,像甜橙这样的常绿多年生树木多年来保留叶子,从而可以从同一发育群中均匀地采样具有相似年龄的叶子。这有助于将物候对微生物组的影响与由于每年叶子成熟/衰老而产生的影响分开。在这里,我们使用这个系统来测试宿主物候是微生物组组成的驱动因素这一假设。在七个物候阶段期间,我们采样了叶子和根。使用基于扩增子的测序,随后进行多样性、系统发育、差异丰度和网络分析,我们研究了细菌和真菌群落的变化。宿主物候阶段是微生物组组成的主要决定因素,特别是在叶际细菌组中。微生物的富集/消耗模式表明,微生物周转和扩散是导致这些变化的原因。此外,群落变化的一部分在细菌进化枝中具有系统发育上的保守性,这表明遗传特征在特定物候阶段对微生物-微生物和/或植物-微生物相互作用有贡献。植物物候会影响微生物群落组成。这些发现提高了对微生物组组装的理解,并确定了可能影响植物发育和繁殖的微生物。处于植物微生物组研究前沿的研究表明,植物相关微生物可以改变植物的发育时间(物候)。然而,宿主物候阶段是否会影响微生物群落组装尚不清楚。在一年生或落叶多年生植物的微生物组研究中,可能难以将组织年龄的影响与物候驱动的微生物组影响区分开来。像甜橙这样的常绿多年生植物多年来保持成熟的叶子,允许在宿主繁殖阶段均匀地采样具有相似年龄的组织。使用这个系统、多年采样和高通量测序,我们确定了植物物候是微生物组组成的主要驱动因素,特别是在与叶子相关的细菌群落中。微生物模式的明显变化表明,微生物周转和扩散是驱动这些群落变化的机制。此外,密切相关的细菌在植物阶段具有相似的丰度模式,这表明遗传微生物特征可能影响细菌对宿主发育变化的反应。总的来说,这项研究表明,植物物候确实会控制微生物组的季节性变化,并确定了可能影响植物繁殖和发育的微生物候选物。