Evidence map›Paper›PMID 36542126›Full record

ArticleMicrobial ecology2023

Impact of Cultivation and Origin on the Fruit Microbiome of Apples and Blueberries and Implications for the Exposome.

Wisnu Adi Wicaksono, Aisa Buko, Peter Kusstatscher, Tomislav Cernava, Aki Sinkkonen, Olli H Laitinen, Suvi M Virtanen, Heikki Hyöty, Gabriele Berg

Abstract read
In one paragraph

Article in Microbial ecology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Review
  5. Article
  6. Article
  7. Frontiers in plant science · 2025
    Review
  8. Article
  9. Article
  10. Article
  11. 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

9 authors.

Wisnu Adi WicaksonoInstitute of Environmental Biotechnology, Graz University of Technology, Graz, Austria. wisnu.wicaksono@tugraz.at.ORCID http://orcid.org/0000-0002-1556-1981
Aisa BukoInstitute of Environmental Biotechnology, Graz University of Technology, Graz, Austria.
Peter KusstatscherInstitute of Environmental Biotechnology, Graz University of Technology, Graz, Austria.
Tomislav CernavaInstitute of Environmental Biotechnology, Graz University of Technology, Graz, Austria.
Aki SinkkonenNatural Resources Institute Finland Luke, Turku, Finland.
Olli H LaitinenFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Suvi M VirtanenHealth and Well-Being Promotion Unit, Finnish Institute for Health and Welfare, Helsinki, Finland.
Heikki HyötyFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Gabriele BergInstitute of Environmental Biotechnology, Graz University of Technology, Graz, Austria. gabriele.berg@tugraz.at.

Funding

Horizon 2020 Framework Programme 874864
6 · The paper itself

Abstract

Vegetables and fruits are a crucial part of the planetary health diet, directly affecting human health and the gut microbiome. The objective of our study was to understand the variability of the fruit (apple and blueberry) microbiome in the frame of the exposome concept. The study covered two fruit-bearing woody species, apple and blueberry, two countries of origin (Austria and Finland), and two fruit production methods (naturally grown and horticultural). Microbial abundance, diversity, and community structures were significantly different for apples and blueberries and strongly influenced by the growing system (naturally grown or horticultural) and country of origin (Austria or Finland). Our results indicated that bacterial communities are more responsive towards these factors than fungal communities. We found that fruits grown in the wild and within home gardens generally carry a higher microbial diversity, while commercial horticulture homogenized the microbiome independent of the country of origin. This can be explained by horticultural management, including pesticide use and post-harvest treatments. Specific taxonomic indicators were identified for each group, i.e., for horticultural apples: Pseudomonas, Ralstonia, and Stenotrophomonas. Interestingly, Ralstonia was also found to be enriched in horticultural blueberries in comparison to such that were home and wildly grown. Our study showed that the origin of fruits can strongly influence the diversity and composition of their microbiome, which means that we are exposed to different microorganisms by eating fruits from different origins. Thus, the fruit microbiome needs to be considered an important but relatively unexplored external exposomic factor.

Indexed as

Blueberry PlantsExposomeMalusMicrobiotaFruitHumansAmplicon sequencingAppleBlueberryCommercial horticultureFruit microbiomeGrowing systemNaturally grown

Identifiers

PMID36542126
PMCPMC10335955

What OpenQuestion holds

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LicenceCC BY
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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.