Evidence map›Paper›PMID 36978149›Full record

ArticleEnvironmental microbiome2023

Testing the stress gradient hypothesis in soil bacterial communities associated with vegetation belts in the Andean Atacama Desert.

Dinka Mandakovic, Constanza Aguado-Norese, Beatriz García-Jiménez, Christian Hodar, Jonathan E Maldonado, Alexis Gaete, Mauricio Latorre, Mark D Wilkinson, Rodrigo A Gutiérrez, Lohengrin A Cavieres and 3 more

Open access · goldAbstract read
In one paragraph

Article in Environmental microbiome, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
5.0field-weighted citation impact, top 5% of its field
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

10 citing papers in PubMed, 20 citations in OpenAlex.

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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

13 authors at 7 institutions in 2 countries.

Dinka Mandakovic *Millennium Institute Center for Genome Regulation, Santiago, Chile.
Constanza Aguado-Norese *Millennium Institute Center for Genome Regulation, Santiago, Chile.
Beatriz García-JiménezCenter for Plant Biotechnology and Genomics, Universidad Politécnica de Madrid (UPM)/Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA)-CSIC, Madrid, Spain.
Christian HodarMillennium Institute Center for Genome Regulation, Santiago, Chile.
Jonathan E MaldonadoMillennium Institute Center for Genome Regulation, Santiago, Chile.
Alexis GaeteMillennium Institute Center for Genome Regulation, Santiago, Chile.
Mauricio LatorreMillennium Institute Center for Genome Regulation, Santiago, Chile.
Mark D WilkinsonCenter for Plant Biotechnology and Genomics, Universidad Politécnica de Madrid (UPM)/Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA)-CSIC, Madrid, Spain.
Rodrigo A GutiérrezMillennium Institute Center for Genome Regulation, Santiago, Chile.
Lohengrin A CavieresInstituto de Ecología y Biodiversidad (IEB), 4070386, Concepción, Chile.
Joaquín MedinaCenter for Plant Biotechnology and Genomics, Universidad Politécnica de Madrid (UPM)/Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA)-CSIC, Madrid, Spain.
Verónica CambiazoMillennium Institute Center for Genome Regulation, Santiago, Chile. vcambiaz@inta.uchile.cl.
Mauricio GonzalezMillennium Institute Center for Genome Regulation, Santiago, Chile. mgonzale@inta.uchile.cl.
Millennium Science Initiative · CLUniversidad Politécnica de Madrid · ESUniversity of Chile · CLInstituto Nacional de Investigación y Tecnología Agraria y Alimentaria · ESPontificia Universidad Católica de Chile · CLUniversidad de Santiago de Chile · CLUniversity of Concepción · CL

Funding

Agencia Estatal de Investigación of Spain SEV-2016-0672 (2017-2021)Agencia Nacional de Investigación y Desarrollo 11200319Agencia Nacional de Investigación y Desarrollo 1201278Agencia Nacional de Investigación y Desarrollo 3190194Agencia Nacional de Investigación y Desarrollo ANID-MILENIO-CN2021-044Agencia Nacional de Investigación y Desarrollo FB21006Agencia Nacional de Investigación y Desarrollo Ph.D. Fellowship 21210808NLHPC (ECM-02) Powered@NLHPCSevero Ochoa Program Postdoctoral contract
6 · The paper itself

Abstract

backgroundSoil microorganisms are in constant interaction with plants, and these interactions shape the composition of soil bacterial communities by modifying their environment. However, little is known about the relationship between microorganisms and native plants present in extreme environments that are not affected by human intervention. Using high-throughput sequencing in combination with random forest and co-occurrence network analyses, we compared soil bacterial communities inhabiting the rhizosphere surrounding soil (RSS) and the corresponding bulk soil (BS) of 21 native plant species organized into three vegetation belts along the altitudinal gradient (2400-4500 m a.s.l.) of the Talabre-Lejía transect (TLT) in the slopes of the Andes in the Atacama Desert. We assessed how each plant community influenced the taxa, potential functions, and ecological interactions of the soil bacterial communities in this extreme natural ecosystem. We tested the ability of the stress gradient hypothesis, which predicts that positive species interactions become increasingly important as stressful conditions increase, to explain the interactions among members of TLT soil microbial communities.

resultsOur comparison of RSS and BS compartments along the TLT provided evidence of plant-specific microbial community composition in the RSS and showed that bacterial communities modify their ecological interactions, in particular, their positive:negative connection ratios in the presence of plant roots at each vegetation belt. We also identified the taxa driving the transition of the BS to the RSS, which appear to be indicators of key host-microbial relationships in the rhizosphere of plants in response to different abiotic conditions. Finally, the potential functions of the bacterial communities also diverge between the BS and the RSS compartments, particularly in the extreme and harshest belts of the TLT.

conclusionsIn this study, we identified taxa of bacterial communities that establish species-specific relationships with native plants and showed that over a gradient of changing abiotic conditions, these relationships may also be plant community specific. These findings also reveal that the interactions among members of the soil microbial communities do not support the stress gradient hypothesis. However, through the RSS compartment, each plant community appears to moderate the abiotic stress gradient and increase the efficiency of the soil microbial community, suggesting that positive interactions may be context dependent.

Indexed as

BacteriaCo-occurrence networksPlant communitySoil microbiotaVegetation belts

Identifiers

PMID36978149
PMCPMC10052861
OpenAlexW4361217491

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.