Evidence map›Paper›PMID 41549649›Full record

ArticlePhysiologia plantarum

Integrating Remote Sensing and Metabolomics to Assess Synergistic Effects of Phosphate Deficiency, Drought, and AMF Symbiosis in Soybean.

Muhammad Adeel Hassan, Russell R Kibbe, David C Muddiman, Christine Yao-Yun Chang

Abstract read
In one paragraph

Article in Physiologia plantarum. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

4 authors.

Muhammad Adeel HassanU.S. Department of Agriculture, Agricultural Research Service, Adaptive Cropping Systems Laboratory, Beltsville, Maryland, USA.ORCID https://orcid.org/0000-0001-9524-1349
Russell R KibbeBiological Imaging Laboratory for Disease and Exposure Research (BILDER), Department of Chemistry, North Carolina State University, Raleigh, North Carolina, USA.
David C MuddimanBiological Imaging Laboratory for Disease and Exposure Research (BILDER), Department of Chemistry, North Carolina State University, Raleigh, North Carolina, USA.
Christine Yao-Yun ChangU.S. Department of Agriculture, Agricultural Research Service, Adaptive Cropping Systems Laboratory, Beltsville, Maryland, USA.ORCID https://orcid.org/0000-0001-6609-3527

Funding

Development and Application of New Ionization Methods for Biological Mass SpectrometryR01GM087964 · NIGMS · NORTH CAROLINA STATE UNIVERSITY RALEIGH · PI MUDDIMAN, DAVID C. · 2010 to 2025
$4.7M
ARS Research Participation Program, administered by ORISE through an interagency agreement between USDA and DOE DE-SC0014664NIH HHS R01GM087964North Carolina State Universitythe U.S. Department of Agriculture, Agricultural Research Service CRIS #8042-21660-001-00D
6 · The paper itself

Abstract

Soybean growth and yield are susceptible to abiotic stresses such as phosphate (P) deficiency and drought. Symbiotic association of plant roots with arbuscular mycorrhizal fungi (AMF) can improve water uptake, thereby increasing stress resilience. This study evaluates the interactive effects of P availability, drought, and AMF symbiosis on physiology, reflectance traits, roots, and metabolite responses in two soybean genotypes during the early reproductive stages. Under P deficiency (P-), AMF colonization significantly (p < 0.05) increased, enhancing root hair development and maintaining ~30% lower leaf water potential (Ψ) under drought stress. Drought significantly (p < 0.05) negatively impacted photosynthesis as well as triggered shifts in metabolite accumulation and reflectance-based vegetation indices in both P treatments. P- sufficient (P+) plants developed significantly higher biomass. Chlorophyll-related vegetation indices were more responsive to P during drought, showing 45%-60% reductions in P- plants compared with only 25%-35% in P+ plants. The ratio of red-to-far-red chlorophyll fluorescence also significantly decreased (10%) under drought, indicating altered canopy spectral balance and stress-induced pigment changes. Carbohydrates, jasmonic acid, and amino acids exhibited significant variations (p < 0.05) among genotypes and P treatment under drought. Interestingly, a metabolite involved in phylloquinone biosynthesis (C

Indexed as

Glycine maxMetabolomicsMycorrhizaePhosphatesSymbiosisChlorophyllDrought ResistanceDroughtsGenotypePhotosynthesisPlant LeavesPlant RootsStress, PhysiologicalChlorophyllPhosphatesmetabolomicsmycorrhizal symbiosisremote sensing indicessoybean resiliencestress physiology

Identifiers

PMID41549649
PMCPMC12813589

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.