Evidence map›Paper›PMID 42523840›Full record

ArticleFrontiers in bioinformatics2026

From diversity to function: microbiome-mediated plant growth promotion, secondary metabolism, and antimicrobial resistance in

Vrishali Rajendra Bankar, Shilpa Samir Chapadgaonkar, Kausik Bhattacharyya, Prabha K

Abstract read
In one paragraph

Article in Frontiers in bioinformatics, 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.

Vrishali Rajendra BankarDepartment of Biosciences and Technology, Dr. Vishwanath Karad, MIT World Peace University, Pune, Maharashtra, India.
Shilpa Samir ChapadgaonkarDepartment of Biosciences and Technology, Dr. Vishwanath Karad, MIT World Peace University, Pune, Maharashtra, India.
Kausik BhattacharyyaDepartment of Biosciences and Technology, Dr. Vishwanath Karad, MIT World Peace University, Pune, Maharashtra, India.
Prabha KICAR-Directorate of Floriculture Research, Pune, Maharashtra, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: This study presents the first metagenomic analysis of the root and rhizosphere microbiomes of Methods: High-throughput Illumina sequencing and bioinformatics analysis were used to profile the microbial communities. Functional annotation was performed to identify plant growth-promoting traits using PLABASE, to predict pathways for the biosynthesis of novel bioactive compounds using antiSMASH, and to identify antimicrobial resistance genes using ResFinder. Results: The analysis revealed highly diverse microbial communities in both habitats, predominantly composed of Pseudomonadota, Bacillota, and Actinomycetota, with minor but consistent contributions from archaea and eukaryotes. Functional annotation identified extensive PGPTs, including genes associated with phosphate solubilization, nitrogen fixation, siderophore-mediated iron acquisition, and stress tolerance. The rhizosphere microbiome exhibited greater metabolic versatility and stress tolerance, characterized by a higher copy number of heavy metal efflux pumps, whereas the root microbiome was enriched in genes involved in plant hormone regulation and plant-microbe interactions. A diverse array of non-ribosomal peptide synthase, polyketide synthase, and lasso peptide pathways were predicted, underscoring the potential to produce novel bioactive compounds. These distinct functional profiles demonstrates that the protected root endomicrobiome specializes in plant signalling and nutrient assimilation, while the rhizosphere microbiome, facing higher competition, specializes in nutrient acquisition and stress resilience. Conclusion: These findings provide novel insights into the ecological specialization and biotechnological potential of the

Indexed as

biosynthetic gene clustersmetagenomicsmicrobiomeplant growth promoting rhizobacteria (PGPRs)plant-microbe interactionsRauvolfia serpentina

Identifiers

PMID42523840
PMCPMC13408031

What Socratic 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 Socratic graph.