Evidence map›Paper›PMID 41998442›Full record

ReviewWorld journal of microbiology & biotechnology2026

Omics-informed insights into biochar-Trichoderma interactions in plant-soil systems: mechanisms of defense and context-dependent responses.

Prashant Paveen, Kataoka Ryota, Vipul Kumar

Abstract readReview
In one paragraph

Review in World journal of microbiology & biotechnology, 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

3 authors.

Prashant PaveenDepartment of Environmental Sciences, Faculty of Life & Environmental Sciences, University of Yamanashi, Yamanashi, 400- 0016, Japan.
Kataoka RyotaDepartment of Environmental Sciences, Faculty of Life & Environmental Sciences, University of Yamanashi, Yamanashi, 400- 0016, Japan. rkataoka@yamanashi.ac.jp.
Vipul KumarDepartment of Plant Pathology, School of Agriculture, Lovely Professional University, Phagwara, 144401, Punjab, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The combined application of biochar and Trichoderma spp. represents a promising strategy for enhancing plant resilience and soil health; however, the molecular mechanisms underlying their synergistic interactions remain poorly understood and inadequately integrated. This review critically synthesizes evidence from transcriptomic, proteomic, metabolomic, and microbiome analyses to elucidate how biochar-Trichoderma interactions modulate plant defense signaling pathways and stress adaptation responses. Transcriptomic analyses reveal context-dependent activation of the jasmonic acid (JA), salicylic acid (SA), and ethylene (ET) signaling pathways. Correspondingly, proteomic and metabolomic datasets demonstrate variable yet recurrent upregulation of pathogenesis-related (PR) proteins, reactive oxygen species (ROS)-scavenging enzymes, and phenylpropanoid-derived metabolites. Notably, accumulating evidence suggests that these molecular responses are highly context-dependent, varying substantially with soil type, biochar physicochemical characteristics, and Trichoderma strain specificity. We critically examine major methodological limitations in existing omics investigations, including inadequate reproducibility under field conditions and insufficient integration of molecular and ecological datasets. Finally, we propose a systems biology framework for designing functionally optimized biochar–microbe formulations and identify research priorities for translating insights into agronomically robust and field-deployable technologies.

Indexed as

CharcoalPlantsTrichodermaCyclopentanesMetabolomicsMultiomicsOxylipinsProteomicsSalicylic AcidSignal TransductionSoilSoil MicrobiologybiocharCharcoalCyclopentanesOxylipinsSalicylic AcidSoilBiocharInduced systemic resistanceMulti-omicsPlant defense mechanismsPlant–microbe interactionsRhizosphere microbiomeSustainable agricultureTrichoderma

Identifiers

PMID41998442
PMCPMC13090194

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.