Evidence map›Paper›PMID 34711269›Full record

ArticleEnvironmental microbiome2021

The treasure inside barley seeds: microbial diversity and plant beneficial bacteria.

Nina Bziuk, Lorrie Maccario, Benjamin Straube, Gwendolin Wehner, Søren J Sørensen, Adam Schikora, Kornelia Smalla

Open access · goldAbstract read
In one paragraph

Article in Environmental microbiome, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.

0numbers the graph read from it
0cells of the map it votes in
41citing papers in PubMed
13.7field-weighted citation impact, top 1% 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

41 citing papers in PubMed, 79 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Article
  6. Article
  7. Article
  8. Exploring the Bacterial Microbiota of Seeds.Microbial biotechnology · 2025
    Review
  9. Article
  10. Article
  11. Review
  12. Host genotype-driven shifts in theFrontiers in microbiology · 2025
    Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Review
  18. The Dynamic Changes ofPlants (Basel, Switzerland) · 2024
    Article
  19. Article
  20. Article
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

7 authors at 2 institutions in 2 countries.

Nina BziukInstitute for Epidemiology and Pathogen Diagnostics, Julius Kühn Institute (JKI) - Federal Research Centre for Cultivated Plants, Messeweg 11-12, 38104, Braunschweig, Germany.ORCID http://orcid.org/0000-0002-7816-7156
Lorrie MaccarioSection of Microbiology, Copenhagen University, Universitetsparken 15, 2100, Copenhagen, Denmark.ORCID http://orcid.org/0000-0002-6069-6463
Benjamin StraubeInstitute for Epidemiology and Pathogen Diagnostics, Julius Kühn Institute (JKI) - Federal Research Centre for Cultivated Plants, Messeweg 11-12, 38104, Braunschweig, Germany.
Gwendolin WehnerInstitute for Resistance Research and Stress Tolerance, Julius Kühn Institute (JKI) - Federal Research Centre for Cultivated Plants, Erwin-Baur-Str. 27, 06484, Quedlinburg, Germany.
Søren J SørensenSection of Microbiology, Copenhagen University, Universitetsparken 15, 2100, Copenhagen, Denmark.ORCID http://orcid.org/0000-0001-6227-9906
Adam SchikoraInstitute for Epidemiology and Pathogen Diagnostics, Julius Kühn Institute (JKI) - Federal Research Centre for Cultivated Plants, Messeweg 11-12, 38104, Braunschweig, Germany.ORCID http://orcid.org/0000-0002-0869-6423
Kornelia SmallaInstitute for Epidemiology and Pathogen Diagnostics, Julius Kühn Institute (JKI) - Federal Research Centre for Cultivated Plants, Messeweg 11-12, 38104, Braunschweig, Germany. kornelia.smalla@julius-kuehn.de.ORCID http://orcid.org/0000-0001-7653-5560
Julius Kühn-Institut · DEUniversity of Copenhagen · DK

Funding

bundesministerium für bildung und forschung FKZ031B0196Bbundesministerium für bildung und forschung FKZ031B0886B
6 · The paper itself

Abstract

backgroundBacteria associated with plants can enhance the plants' growth and resistance against phytopathogens. Today, growers aim to reduce the use of mineral fertilizers and pesticides. Since phytopathogens cause severe yield losses in crop production systems, biological alternatives gain more attention. Plant and also seed endophytes have the potential to influence the plant, especially seed-borne bacteria may express their beneficiary impact at initial plant developmental stages. In the current study, we assessed the endophytic seed microbiome of seven genetically diverse barley accessions by 16S rRNA gene amplicon sequencing and verified the in vitro plant beneficial potential of isolated seed endophytes. Furthermore, we investigated the impact of the barley genotype and its seed microbiome on the rhizosphere microbiome at an early growth stage by 16S rRNA gene amplicon sequencing.

resultsThe plant genotype displayed a significant impact on the microbiota in both barley seed and rhizosphere. Consequently, the microbial alpha- and beta-diversity of the endophytic seed microbiome was highly influenced by the genotype. Interestingly, no correlation was observed between the endophytic seed microbiome and the single nucleotide polymorphisms of the seven genotypes. Unclassified members of Enterobacteriaceae were by far most dominant. Other abundant genera in the seed microbiome belonged to Curtobacterium, Paenibacillus, Pantoea, Sanguibacter and Saccharibacillus. Endophytes isolated from barley seeds were affiliated to dominant genera of the core seed microbiome, based on their 16S rRNA gene sequence. Most of these endophytic isolates produced in vitro plant beneficial secondary metabolites known to induce plant resistance.

conclusionAlthough barley accessions representing high genetic diversity displayed a genotype-dependent endophytic seed microbiome, a core seed microbiome with high relative abundances was identified. Endophytic isolates were affiliated to members of the core seed microbiome and many of them showed plant beneficial properties. We propose therefore that new breeding strategies should consider genotypes with high abundance of beneficial microbes.

Indexed as

Beneficial microbesBioassaysBreeding strategiesEndophytesGenotypesHordeum vulgarePGPRRhizosphere microbiomeSeed microbiome

Identifiers

PMID34711269
PMCPMC8554914
OpenAlexW3211042437

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.