Evidence map›Paper›PMID 42277415›Full record

ArticleMicrobial ecology2026

Influence of Environment and Rootstock On the Rhizosphere Bacterial Communities in Four Vineyards of the Douro Demarcated Region.

João Prada, Leandro Pereira-Dias, João A Santos, Conceição Santos

Abstract read
In one paragraph

Article in Microbial ecology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

João PradaCentre for the Research and Technology of Agroenvironmental and Biological Sciences, CITAB, University of Trás-Os-Montes and Alto Douro, UTAD, Vila Real, Portugal. joaoprada47.jp@gmail.com.ORCID http://orcid.org/0000-0002-0016-6663
Leandro Pereira-DiasLAQV-REQUIMTE, Faculdade de Ciências da Universidade Do Porto, Porto, Portugal.ORCID http://orcid.org/0000-0002-6246-0294
João A SantosCentre for the Research and Technology of Agroenvironmental and Biological Sciences, CITAB, University of Trás-Os-Montes and Alto Douro, UTAD, Vila Real, Portugal.ORCID http://orcid.org/0000-0002-8135-5078
Conceição SantosLAQV-REQUIMTE, Faculdade de Ciências da Universidade Do Porto, Porto, Portugal.ORCID http://orcid.org/0000-0003-4129-6381

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The Douro Demarcated Region (DDR) is a worldwide acknowledged winemaking region. Climate change is threatening the sector, as climatic shifts are expected. This work analyzed environmental and genetic traits modulating the rhizobiome of four vineyards in the DDR, focusing on understanding the hierarchy of ecological conductors for these communities. These vineyards' terroir was environmentally, genetically, and culturally characterized. Rhizosphere bacterial community composition was analyzed using 16S metabarcoding from soil samples collected between July 2022 and January 2024. Results support the hypothesis of an ecological profiling hierarchy. The soil physicochemical properties likely acted as a primary environmental modulator, determining the composition of the bacterial microbiome and contributing to the diversity and richness of the bacterial communities. The major drivers among the soil's physiochemistry were organic/inorganic profile, mainly influenced by organic matter content and pH. Rootstock genotype appears to exert a secondary selection on the microbiome, focusing on the microorganisms' functional traits. The 1103-P rootstock positively influenced the abundance of copiotrophic bacteria, compared to the R110, demonstrating that the first recruits a more versatile, exploratory, and expansionist microbiome, whilst the second focuses on attracting a highly specialized community, more focused on maximizing energy gathering and optimizing resource use. This work demonstrates that the microbial terroir is a result of multiple factors, promoting abiotic modulation and host-mediated selection, which establishes a very specific community for each scenario. The assessment of these holistic dynamics is fundamental to establishing a baseline for future precision viticulture strategies, namely bio-inoculants, to support and promote a better grapevine adaptation to climate change.

Indexed as

BacteriaMicrobiotaRhizosphereSoil MicrobiologyVitisClimate ChangeEnvironmentFarmsPlant RootsRNA, Ribosomal, 16SSoilRNA, Ribosomal, 16SSoilClimate changeDouro Demarcated RegionMicrobiomeRootstockViticulture

Identifiers

PMID42277415
PMCPMC13481489

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.