ReviewFrontiers in plant science2025
Recent advances in the use of plant growth promoting microorganisms for enhancing micropropagation efficiency.
Review in Frontiers in plant science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- Harnessing plant growth-promoting microorganisms to improve drought resilience in common bean (Phaseolus vulgaris L.).BMC plant biology · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Micropropagation is an important method within plant biotechnology, allowing the bulk multiplication of high-quality, disease-free plants to occur; however, micropropagation faces several challenges, such as microbial contamination, the expensive chemical products used, and losses occurring during the key acclimatization phase of the micropropagation process. Plant growth-promoting microorganisms (PGPMs) have been shown to ameliorate many of these challenges. These microorganisms support growth and development throughout micropropagation via mechanisms such as nutrient solubilization, phytohormone production and inhibition, and inactivation of pathogens. This review focuses on the potential of the use of PGPMs in the explant initiation, shoot multiplication, rooting, and acclimatization stages and is supported by recent research and the mechanisms of action, challenges, and future perspectives of PGPMs.
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What Socratic holds
Registered trials
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 Socratic graph.