Tree phyllospheres are a habitat for diverse populations of CO-oxidizing bacteria

Microbial composition and diversity of the tobacco leaf phyllosphere during plant development

Phyllosphere-associated microorganisms affect host plant's nutrients availability, its growth and ecological functions. Tobacco leaves provide a wide-area habitat for microbial life. Previous studies have mainly focused on phyllosphere microbiota at one time point of tobacco growth process, but more is unknown about dynamic changes in phyllospheric microbial composition from earlier to the late stage of plant development. In the current study, we had determined the bacterial and fungal communities succession of tobacco growth stages (i.e., seedling, squaring, and maturing) by using both 16S rRNA sequencing for bacterial and ITS sequencing for fungi. Our results demonstrated that among tobacco growth stages, the phyllospheric bacterial communities went through more distinct succession than the fungal communities did. Proteobacteria and Actinobacteria exerted the most influence in tobacco development from seedling to squaring stages. At maturing stage, Proteobacteria and Actinobacteria dominance was gradually replaced by Firmicutes and Bacteroidetes. Network analysis revealed that Proteobacteria, as the core phyllospheric microbia, played essential role in stabilizing the whole bacterial network during tobacco development, and consequently rendered it to more profound ecological functions. During tobacco development, the contents of leaf sugar, nicotine, nitrogen and potassium were significantly correlated with either bacterial or fungal communities, and these abiotic factors accounted for 39.3 and 51.5% of the total variation, respectively. We overall evinced that the development of tobacco phyllosphere is accompanied by variant dynamics of phyllospheric microbial community.

Contribution of tree species to the co-occurrence network of the leaf phyllosphere and soil bacterial community in the subtropical forests

The underlying mechanisms of the interactions between bacterial communities and tree species are still unknown, primarily attributed to a focus on the soil system while ignoring the leaf phyllosphere, which is a complex and diverse ecosystem that supports microbial diversity in the forest ecosystem. To gain insights into the mechanisms, the effects of seven common subtropical tree species, involving Pinus massoniana Lamb., Mytilaria laosensis Lecomte., Ilex chinensis Sims., Michelia macclurei Dandy., Liquidambar formosana Hance., Quercus acutissima Carruth., and Betula luminifera H.Winkler on the bacterial communities were investigated in the leaf phyllosphere and soil systems. We found that the bacterial community was dominated by Proteobacteria in the leaf phyllosphere (63.2-84.7%), and was dominated by Proteobacteria (34.3-45.0%) and Acidobacteria (32.5-40.6%) in soil. Mycorrhizal types and leaf phenology had no apparent effects on the bacterial abundance in the bacterial diversity in the leaf phyllosphere and soil. The bacterial community composition was greatly influenced by tree species in the leaf phyllosphere rather than in soil, with soil parameters (soil pH and C/N) and litter N identified as the most important factors. Ectomycorrhizal trees exerted positive effects on the complexity of the bacterial community at the expense of decreasing the robustness of the soil bacterial community, potentially threatening ecosystem stability. Evergreen trees decreased the network robustness of bacterial community by 21.9% higher than this of deciduous trees in the leaf phyllosphere. Similarly, evergreen trees decreased soil bacterial abundance by 50.8% and network robustness by 8.0% compared to deciduous trees, indicating the adverse impacts of leaf phenology on the bacterial stability in both leaf and soil. Overall, our results highlight the need for studies of leaf-associated bacteria to comprehensively understand the potential effects of tree species on microbial diversity and stability in subtropical forests.

Seasonal activities of the phyllosphere microbiome of perennial crops

Understanding the interactions between plants and microorganisms can inform microbiome management to enhance crop productivity and resilience to stress. Here, we apply a genome-centric approach to identify ecologically important leaf microbiome members on replicated plots of field-grown switchgrass and miscanthus, and to quantify their activities over two growing seasons for switchgrass. We use metagenome and metatranscriptome sequencing and curate 40 medium- and high-quality metagenome-assembled-genomes (MAGs). We find that classes represented by these MAGs (Actinomycetia, Alpha- and Gamma- Proteobacteria, and Bacteroidota) are active in the late season, and upregulate transcripts for short-chain dehydrogenase, molybdopterin oxidoreductase, and polyketide cyclase. Stress-associated pathways are expressed for most MAGs, suggesting engagement with the host environment. We also detect seasonally activated biosynthetic pathways for terpenes and various non-ribosomal peptide pathways that are poorly annotated. Our findings support that leaf-associated bacterial populations are seasonally dynamic and responsive to host cues.