{
  "abstract": "Background: While grapevine rootstocks are essential to commercial viticulture, researchers still lack a complete understanding of how these root systems and their associated microbiomes influence the vine’s mineral nutrition. Previous research has shown that rootstocks with similar pedigrees, reflecting the limited number of parental genotypes in the breeding pool, affect both the vine’s elemental profile and microbiome composition. Here, we extend this work by surveying a broader diversity of rootstock genotypes representing distinct parentage groups across multiple scions and by assessing both functional and taxonomic correlations between the rhizosphere metagenome and vine elemental composition.\n\nResults: We used a rootstock diversity trial with ten rootstock genotypes grafted to one of two scions to simultaneously characterize the rhizosphere metagenome and elemental composition of both berries and roots. We found that elemental composition varied strongly among vine compartments, while scion and rootstock had comparatively minor effects. Berries of ‘Cabernet Sauvignon’ contained higher concentrations of boron, potassium, and phosphorus than those of ‘Chardonnay’. Only three elements in root tissues differed among rootstock genotypes, and these differences were unrelated to genetic relatedness among rootstocks. Rhizosphere microbiome composition was also conserved across rootstocks, suggesting that diverse genotypes recruit a consistent microbial community with similar functional potential. By linking rhizosphere microbiome profiles with root elemental composition, we found that Streptomyces and Mesorhizobium were significantly associated with elemental patterns, showing negative correlations with a principal component heavily loaded for molybdenum, cadmium, potassium, and iron.\n\nConclusions: Our findings suggest that vine compartment is a dominant influence on elemental composition, while rootstock genotypes have comparatively modest effects. Despite the overall conservation of the rhizosphere microbiome, specific microbial taxa were associated to elemental variation, highlighting potential microbe-element correlations that may influence nutrient dynamics in the grapevine rhizosphere. These results provide a step towards disentangling how root-associated microbes contribute to vine mineral nutrition, or vice versa, across diverse rootstock genotypes.\n\nSupplementary Information: The online version contains supplementary material available at https://doi.org/10.1186/s40793-026-00933-4.",
  "abstract_shown": true,
  "affiliations": [
    "Kansas Biological Survey & Center for Ecological Research, University of Kansas, Lawrence, KS 66045 USA",
    "Department of Biology, Saint Louis University, 3507 Laclede Avenue, St. Louis, MO 63103 USA",
    "Donald Danforth Plant Science Center, 975 North Warson Road, St. Louis, MO 63132 USA",
    "Department of Biology, Acadia University, Wolfville, NS B4P 2R6 Canada"
  ],
  "article_type": "research article",
  "arxiv": null,
  "author_total": 5,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Joel F. Swift",
      "orcid": "0000-0002-7186-3298"
    },
    {
      "affs": [
        1
      ],
      "name": "Grace E. Trello"
    },
    {
      "affs": [
        1,
        2
      ],
      "name": "Zachary N. Harris"
    },
    {
      "affs": [
        3
      ],
      "name": "Zoë Migicovsky"
    },
    {
      "affs": [
        1,
        2
      ],
      "name": "Allison J. Miller"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/93d8ft8q81grv.bib",
  "cited_by": 0,
  "doi": "10.1186/s40793-026-00933-4",
  "fulltext_url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC13741402/",
  "id": "93d8ft8q81grv",
  "issns": [
    "2524-6372"
  ],
  "landing_url": "https://doi.org/10.1186/s40793-026-00933-4",
  "language": "en",
  "licence": "CC-BY-NC-ND-4.0",
  "licence_label": "CC BY-NC-ND 4.0",
  "licence_source": "article",
  "licence_url": "https://creativecommons.org/licenses/by-nc-nd/4.0/",
  "metadata_licence": null,
  "native_subjects": [
    [
      "heading",
      "Research"
    ],
    [
      "openalex",
      "1110|Plant-Microbe Interactions and Immunity"
    ]
  ],
  "openalex": "W7171291739",
  "pdf_url": null,
  "pmcid": "PMC13741402",
  "pmid": "42995617",
  "published": "2026-07-26",
  "publisher": "BMC",
  "ris": "https://research.draconitic.com/paper/93d8ft8q81grv.ris",
  "sources": [
    {
      "first_seen": "2026-11-10T12:22:28Z",
      "native_id": "PMC13741402",
      "source": "pmc",
      "url": "https://doi.org/10.1186/s40793-026-00933-4"
    }
  ],
  "subjects": [
    {
      "field": "biology",
      "origin": "openalex:1110|Plant-Microbe Interactions and Immunity",
      "subfield": "plant-biology"
    }
  ],
  "title": "Conserved rhizosphere microbiomes and metabolic functions across diverse grapevine rootstocks: implications for plant elemental composition",
  "title_text": "Conserved rhizosphere microbiomes and metabolic functions across diverse grapevine rootstocks: implications for plant elemental composition",
  "type": "peer-reviewed",
  "updated_at": "2026-11-10T12:22:28Z",
  "url": "https://research.draconitic.com/paper/93d8ft8q81grv",
  "venue": "Environmental Microbiome",
  "versions": []
}