Evidence map›Paper›PMID 40806450›Full record

ReviewInternational journal of molecular sciences2025

Systems Biology Applications in Revealing Plant Defense Mechanisms in Disease Triangle.

Tahmina Akter, Hajra Maqsood, Nicholas Castilla, Wenyuan Song, Sixue Chen

Abstract readReview
In one paragraph

Review in International journal of molecular sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Special Issue "Plant-Pathogen Interactions 2.0".International journal of molecular sciences · 2025
    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

5 authors.

Tahmina AkterDepartment of Biology, University of Mississippi, Oxford, MS 38677, USA.
Hajra MaqsoodDepartment of Biology, University of Mississippi, Oxford, MS 38677, USA.ORCID 0009-0008-9650-5893
Nicholas CastillaDepartment of Biology, University of Mississippi, Oxford, MS 38677, USA.
Wenyuan SongDepartment of Plant Pathology, University of Florida, Gainesville, FL 32611, USA.
Sixue ChenDepartment of Biology, University of Mississippi, Oxford, MS 38677, USA.ORCID 0000-0002-6690-7612

Funding

United States Department of Agriculture 2020-67013-40658U.S. National Science Foundation 2318746 and 2340995
6 · The paper itself

Abstract

Plant diseases resulting from pathogens and pests constitute a persistent threat to global food security. Pathogenic infections of plants are influenced by environmental factors; a concept encapsulated in the "disease triangle" model. It is important to elucidate the complex molecular mechanisms underlying the interactions among plants, their pathogens and various environmental factors in the disease triangle. This review aims to highlight recent advancements in the application of systems biology to enhance understanding of the plant disease triangle within the context of microbiome rising to become the 4th dimension. Recent progress in microbiome research utilizing model plant species has begun to illuminate the roles of specific microorganisms and the mechanisms of plant-microbial interactions. We will examine (1) microbiome-mediated functions related to plant growth and protection, (2) advancements in systems biology, (3) current -omics methodologies and new approaches, and (4) challenges and future perspectives regarding the exploitation of plant defense mechanisms via microbiomes. It is posited that systems biology approaches such as single-cell RNA sequencing and mass spectrometry-based multi-omics can decode plant defense mechanisms. Progress in this significant area of plant biology has the potential to inform rational crop engineering and breeding strategies aimed at enhancing disease resistance without compromising other pathways that affect crop yield.

Indexed as

Disease ResistancePlant DiseasesPlantsSystems BiologyHost-Pathogen InteractionsMicrobiotacropsdisease trianglemicrobiomemolecular imagingsingle-cell sequencingsystems biology

Identifiers

PMID40806450
PMCPMC12347815

What OpenQuestion holds

Textmetadata
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.