Time-series RNA metabarcoding of the active Populus tremuloides root microbiome reveals hidden temporal dynamics and dormant core members

  • Jake Nash
  • , Keaton Tremble
  • , Christopher Schadt
  • , Melissa A. Cregger
  • , Corbin Bryan
  • , Rytas Vilgalys

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

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.

Original languageEnglish
Pages (from-to)1-20
Number of pages20
JournalmSystems
Volume10
Issue number12
DOIs
StatePublished - Dec 17 2025

Funding

This research was funded by the U.S. DOE of Biological and Environmental Research, Genomic Science Program, as part of the Plant Microbe Interfaces Focus Area (http://pmi.ornl.gov). Oak Ridge National Laboratory is managed by UT-Battelle, LLC, for the U.S. Department of Energy under contract DE-AC05-00OR22725. Figure 1 was generated in BioRender under an Academic Publication License on agreement number RJ27 × 779 XZ by Vilgalys, R. (38) and is available on the web at https://BioRender.com/v60e972. This research was funded by the U.S. DOE Office of Biological and Environmental Research, Genomic Science Program, as part of the Plant Microbe Interfaces Scientific Focus Area (http://pmi.ornl.gov). Oak Ridge National Laboratory is managed by UTBattelle, LLC, for the U.S. Department of Energy under contract DE-AC05-00OR22725. Figure 1 was generated in BioRender under an Academic Publication License on agreement number RJ27 × 779 XZ by Vilgalys, R. (38) and is available on the web at https://BioRender.com/v60e972.

Keywords

  • Populus root
  • RNA metabarcoding
  • microbiome
  • time-series

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