Paper · 2025 · Environmental Technology & Innovation

Unlocking key factors and mechanistic insight of cadmium toxicity mitigation using green-synthesized ZnO nanoparticles in soybean through advanced metabolomics

Ho-Jun Gam; Ji-In Woo; Md. Injamum-Ul-Hoque; et al.

11
claims
19
verbatim quotes
5
citations
2
research areas
✓
Open access · cc-by

Abstract

Cadmium (Cd), a toxic heavy metal, causes morpho-physiological changes in plants, ultimately reducing growth and productivity. Nanoparticle (NP)-mediated Cd-toxicity mitigation in plants is eco-friendly and cost-effective. However, the mechanisms underlying NP-Cd interactions in soybeans remain unclear. Therefore, this study aims to investigate the effects of foliar and soil treatments with zinc oxide NPs (ZnO-NPs) on soybeans under Cd stress using untargeted metabolomic profiling. ZnO-NPs were synthesized through a green process utilizing an orange peel extract. According to SEM, XRD, and TEM analysis, the green-synthesized ZnO-NPs exhibited a spherical morphology with moderate aggregation, a uniform size distribution (27-48 nm), and high elemental purity confirming successful synthesis and structural integrity. Soil and foliar applications with ZnO-NPs (100-1000 mgL -1 ) under Cd toxicity reduced Cd content, enhanced Zn content, and restored photosynthetic activity. Furthermore, Org(organic)-ZnO-NPs increased chlorophyll content and regulated antioxidant activity. Metabolomic analysis revealed 219 and 298 non-targeted metabolites in soybean leaves and roots under normal and Cd-stressed conditions, respectively. These metabolites belong to various classes, including glycerophospholipids, flavonoids, and prenolipids, and are essential in maintaining membrane stability and supporting plant defense mechanisms. Treatment with Org-ZnO-NPs restored 45.7% (leaf) and 35.7% (root) of Cd-disrupted metabolite accumulation to normal levels. Our findings show that green-synthesized ZnO-NPs effectively regulate heavy metal uptake, repair photosynthetic machinery damage, and restore metabolite levels disrupted by Cd toxicity, offering a sustainable strategy for remediating Cd-contaminated soils. Future research should aim to elucidate the molecular mechanisms of ZnO-NPs action and evaluate their efficacy through field-scale trials under diverse environmental conditions.

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Claims 11

Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

Green-synthesized ZnO nanoparticles had spherical morphology, moderate aggregation, uniform size distribution, and high elemental purity.

Outcome
spherical morphology with moderate aggregatione0
Value
27-48 nme0

Verbatim

e0

“the green-synthesized ZnO-NPs exhibited a spherical morphology with moderate aggregation, a uniform size distribution (27-48 nm), and high elemental purity”

✓ located verbatim in the source · abstract, characters 611–766 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Soil and foliar ZnO nanoparticle applications under cadmium toxicity reduced soybean cadmium content.

Taxon
soybeanGlycine maxt0
Treatment
Soil and foliar applications with ZnO-NPs (100-1000 mgL -1 )e0
Outcome
Cd contente0
Direction
reducede0
Qualifier
under Cd toxicitye0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

t0

“soybean”

✓ located verbatim in the source · title, characters 122–129 · show in text ↑
e0

“Soil and foliar applications with ZnO-NPs (100-1000 mgL -1 ) under Cd toxicity reduced Cd content, enhanced Zn content, and restored photosynthetic activity.”

✓ located verbatim in the source · abstract, characters 825–982 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Soil and foliar ZnO nanoparticle applications under cadmium toxicity enhanced soybean zinc content.

Taxon
soybeanGlycine maxt0
Treatment
Soil and foliar applications with ZnO-NPs (100-1000 mgL -1 )e0
Outcome
Zn contente0
Direction
enhancede0
Qualifier
under Cd toxicitye0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

t0

“soybean”

✓ located verbatim in the source · title, characters 122–129 · show in text ↑
e0

“Soil and foliar applications with ZnO-NPs (100-1000 mgL -1 ) under Cd toxicity reduced Cd content, enhanced Zn content, and restored photosynthetic activity.”

✓ located verbatim in the source · abstract, characters 825–982 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Soil and foliar ZnO nanoparticle applications under cadmium toxicity restored soybean photosynthetic activity.

Taxon
soybeanGlycine maxt0
Treatment
Soil and foliar applications with ZnO-NPs (100-1000 mgL -1 )e0
Outcome
photosynthetic activitye0
Direction
restorede0
Qualifier
under Cd toxicitye0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

t0

“soybean”

✓ located verbatim in the source · title, characters 122–129 · show in text ↑
e0

“Soil and foliar applications with ZnO-NPs (100-1000 mgL -1 ) under Cd toxicity reduced Cd content, enhanced Zn content, and restored photosynthetic activity.”

✓ located verbatim in the source · abstract, characters 825–982 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Organic ZnO nanoparticles increased soybean chlorophyll content.

Taxon
soybeanGlycine maxt0
Treatment
Org(organic)-ZnO-NPse0
Outcome
chlorophyll contente0
Direction
increasede0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

t0

“soybean”

✓ located verbatim in the source · title, characters 122–129 · show in text ↑
e0

“Org(organic)-ZnO-NPs increased chlorophyll content and regulated antioxidant activity.”

✓ located verbatim in the source · abstract, characters 996–1082 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Organic ZnO nanoparticles regulated soybean antioxidant activity; the direction was unspecified.

Taxon
soybeanGlycine maxt0
Treatment
Org(organic)-ZnO-NPse0
Outcome
antioxidant activitye0

Not reportedComparatorDirection

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

t0

“soybean”

✓ located verbatim in the source · title, characters 122–129 · show in text ↑
e0

“Org(organic)-ZnO-NPs increased chlorophyll content and regulated antioxidant activity.”

✓ located verbatim in the source · abstract, characters 996–1082 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Metabolomic analysis detected 219 non-targeted metabolites in soybean leaves under normal and cadmium-stressed conditions.

Taxon
soybeanGlycine maxe0
Organ / stage
leavese0
Outcome
non-targeted metabolites in soybean leavese0
Value
219e0
Qualifier
under normal and Cd-stressed conditionse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Metabolomic analysis revealed 219 and 298 non-targeted metabolites in soybean leaves and roots under normal and Cd-stressed conditions, respectively.”

✓ located verbatim in the source · abstract, characters 1083–1232 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Metabolomic analysis detected 298 non-targeted metabolites in soybean roots under normal and cadmium-stressed conditions.

Taxon
soybeanGlycine maxe0
Organ / stage
rootse0
Outcome
non-targeted metabolites in soybean leaves and rootse0
Value
298e0
Qualifier
under normal and Cd-stressed conditionse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Metabolomic analysis revealed 219 and 298 non-targeted metabolites in soybean leaves and roots under normal and Cd-stressed conditions, respectively.”

✓ located verbatim in the source · abstract, characters 1083–1232 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The detected soybean metabolites included glycerophospholipids, flavonoids, and prenolipids.

Taxon
soybeanGlycine maxt0
Outcome
glycerophospholipids, flavonoids, and prenolipidse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

t0

“soybean”

✓ located verbatim in the source · title, characters 122–129 · show in text ↑
e0

“These metabolites belong to various classes, including glycerophospholipids, flavonoids, and prenolipids”

✓ located verbatim in the source · abstract, characters 1233–1337 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Organic ZnO nanoparticles restored 45.7% of cadmium-disrupted metabolite accumulation in soybean leaves to normal levels.

Taxon
soybeanGlycine maxt0
Organ / stage
leafe0
Treatment
Org-ZnO-NPse0
Outcome
Cd-disrupted metabolite accumulatione0
Direction
restorede0
Value
45.7%e0
Comparator
normal levelse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

t0

“soybean”

✓ located verbatim in the source · title, characters 122–129 · show in text ↑
e0

“Treatment with Org-ZnO-NPs restored 45.7% (leaf) and 35.7% (root) of Cd-disrupted metabolite accumulation to normal levels.”

✓ located verbatim in the source · abstract, characters 1432–1555 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Organic ZnO nanoparticles restored 35.7% of cadmium-disrupted metabolite accumulation in soybean roots to normal levels.

Taxon
soybeanGlycine maxt0
Organ / stage
roote0
Treatment
Org-ZnO-NPse0
Outcome
Cd-disrupted metabolite accumulatione0
Direction
restorede0
Value
35.7%e0
Comparator
normal levelse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

t0

“soybean”

✓ located verbatim in the source · title, characters 122–129 · show in text ↑
e0

“Treatment with Org-ZnO-NPs restored 45.7% (leaf) and 35.7% (root) of Cd-disrupted metabolite accumulation to normal levels.”

✓ located verbatim in the source · abstract, characters 1432–1555 · show in text ↑

zinc oxide · nutrient: content · Glycine max (soybean)Positive and negative results

9 papers: 7 positive, 2 negative or no effect

6 papers in the same direction as this paper · 2 in the opposite direction

  1. no effect
  2. negative
  3. positive

5 papers more in this group

See all 9 papers →

zinc oxide · physiology: photosynthesis · Glycine max (soybean)Results agree

5 papers: 5 positive, 0 negative or no effect

4 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

1 paper more in this group

See all 5 papers →

nanoparticle · nutrient: content · Glycine max (soybean)Positive and negative results

29 papers: 26 positive, 3 negative or no effect

25 papers in the same direction as this paper · 3 in the opposite direction

  1. no effect
  2. no effect
  3. negative

25 papers more in this group

See all 29 papers →

application · physiology: photosynthesis · Glycine max (soybean)Positive and negative results

36 papers: 33 positive, 3 negative or no effect

32 papers in the same direction as this paper · 3 in the opposite direction

  1. no effect
  2. no effect
  3. negative

32 papers more in this group

See all 36 papers →

application · nutrient: content · Glycine max (soybean)Positive and negative results

73 papers: 62 positive, 11 negative or no effect

61 papers in the same direction as this paper · 11 in the opposite direction

  1. no effect
  2. no effect
  3. no effect

69 papers more in this group

See all 73 papers →

nanoparticle · physiology: photosynthesis · Glycine max (soybean)Results agree

20 papers: 20 positive, 0 negative or no effect

19 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

16 papers more in this group

See all 20 papers →

Claims are grouped by organism, treatment and what was measured or targeted. A paper counts as positive when any of its claims in the group is positive.