Paper · 2022 · Journal of Nanobiotechnology

Comparative physiological and metabolomic analyses reveal that Fe3O4 and ZnO nanoparticles alleviate Cd toxicity in tobacco

Congming Zou; Tianquan Lu; Ruting Wang; et al.

15
claims
30
verbatim quotes
114
citations
2
research areas
✓
Open access · cc-by

Abstract

Abstract Background Heavy metals repress tobacco growth and quality, and engineered nanomaterials have been used for sustainable agriculture. However, the underlying mechanism of nanoparticle-mediated cadmium (Cd) toxicity in tobacco remains elusive. Results Herein, we investigated the effects of Fe 3 O 4 and ZnO nanoparticles (NPs) on Cd stress in tobacco cultivar ‘Yunyan 87’ ( Nicotiana tabacum ). Cd severely repressed tobacco growth, whereas foliar spraying with Fe 3 O 4 and ZnO NPs promoted plant growth, as indicated by enhancing plant height, root length, shoot and root fresh weight under Cd toxicity. Moreover, Fe 3 O 4 and ZnO NPs increased, including Zn, K and Mn contents, in the roots and/or leaves and facilitated seedling growth under Cd stress. Metabolomics analysis showed that 150 and 76 metabolites were differentially accumulated in roots and leaves under Cd stress, respectively. These metabolites were significantly enriched in the biosynthesis of amino acids, nicotinate and nicotinamide metabolism, arginine and proline metabolism, and flavone and flavonol biosynthesis. Interestingly, Fe 3 O 4 and ZnO NPs restored 50% and 47% in the roots, while they restored 70% and 63% in the leaves to normal levels, thereby facilitating plant growth. Correlation analysis further indicated that these metabolites, including proline, 6-hydroxynicotinic acid, farrerol and quercetin-3- O -sophoroside, were significantly correlated with plant growth. Conclusions These results collectively indicate that metal nanoparticles can serve as plant growth regulators and provide insights into using them for improving crops in heavy metal-contaminated areas. Graphical Abstract

Abstract from the paper’s OpenAlex record; open copy licensed cc-by. Read at the source ↗

The text the model read, with the source record’s inline markup (italics, sub- and superscripts) rendered and its character entities decoded; quote offsets refer to the raw text.

Claims 15

Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Cd severely repressed tobacco growth.

Treatment
Cde1
Outcome
growthe1
Direction
repressede1

Not reportedComparator

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

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗

Verbatim

e1

“Cd severely repressed tobacco growth”

✓ located verbatim in the source · abstract, characters 403–439 · show in text ↑
t0

“alleviate Cd toxicity in tobacco”

✓ located verbatim in the source · title, characters 91–123 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Foliar Fe3O4 and ZnO nanoparticles enhanced tobacco plant height and root length under Cd toxicity.

Treatment
foliar spraying with Fe 3 O 4 and ZnO NPse3
Outcome
plant height, root lengthe3
Direction
enhancinge3
Qualifier
under Cd toxicitye3

Not reportedComparator

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

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗

Verbatim

t0

“alleviate Cd toxicity in tobacco”

✓ located verbatim in the source · title, characters 91–123 · show in text ↑
e3

“foliar spraying with Fe 3 O 4 and ZnO NPs promoted plant growth, as indicated by enhancing plant height, root length, shoot and root fresh weight under Cd toxicity”

✓ located verbatim in the source · abstract, characters 449–612 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Foliar Fe3O4 and ZnO nanoparticles enhanced tobacco shoot and root fresh weight under Cd toxicity.

Treatment
foliar spraying with Fe 3 O 4 and ZnO NPse3
Outcome
shoot and root fresh weighte3
Direction
enhancinge3
Qualifier
under Cd toxicitye3

Not reportedComparator

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

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗

Verbatim

t0

“alleviate Cd toxicity in tobacco”

✓ located verbatim in the source · title, characters 91–123 · show in text ↑
e3

“foliar spraying with Fe 3 O 4 and ZnO NPs promoted plant growth, as indicated by enhancing plant height, root length, shoot and root fresh weight under Cd toxicity”

✓ located verbatim in the source · abstract, characters 449–612 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Fe3O4 and ZnO nanoparticles increased Zn, K and Mn contents in tobacco roots and/or leaves under Cd stress.

Organ / stage
roots and/or leavese4
Treatment
Fe 3 O 4 and ZnO NPse4
Outcome
Zn, K and Mn contentse4
Direction
increasede4
Qualifier
under Cd stresse4

Not reportedComparator

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

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗

Verbatim

t0

“alleviate Cd toxicity in tobacco”

✓ located verbatim in the source · title, characters 91–123 · show in text ↑
e4

“Fe 3 O 4 and ZnO NPs increased, including Zn, K and Mn contents, in the roots and/or leaves and facilitated seedling growth under Cd stress”

✓ located verbatim in the source · abstract, characters 624–763 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

In tobacco roots under Cd stress, 150 metabolites were differentially accumulated.

Organ / stage
rootse5
Treatment
Cd stresse5
Outcome
metabolitese5
Value
150e5
Qualifier
differentially accumulatede5

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

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗

Verbatim

t0

“alleviate Cd toxicity in tobacco”

✓ located verbatim in the source · title, characters 91–123 · show in text ↑
e5

“150 and 76 metabolites were differentially accumulated in roots and leaves under Cd stress, respectively”

✓ located verbatim in the source · abstract, characters 799–903 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

In tobacco leaves under Cd stress, 76 metabolites were differentially accumulated.

Organ / stage
leavese5
Treatment
Cd stresse5
Outcome
metabolitese5
Value
76e5
Qualifier
differentially accumulatede5

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

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗

Verbatim

t0

“alleviate Cd toxicity in tobacco”

✓ located verbatim in the source · title, characters 91–123 · show in text ↑
e5

“150 and 76 metabolites were differentially accumulated in roots and leaves under Cd stress, respectively”

✓ located verbatim in the source · abstract, characters 799–903 · show in text ↑
Observationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Metabolites differing under Cd in tobacco were significantly enriched in amino acid biosynthesis, nicotinate and nicotinamide metabolism, and arginine and proline metabolism.

Outcome
biosynthesis of amino acids, nicotinate and nicotinamide metabolism, arginine and proline metabolisme6

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

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗

Verbatim

t0

“alleviate Cd toxicity in tobacco”

✓ located verbatim in the source · title, characters 91–123 · show in text ↑
e6

“These metabolites were significantly enriched in the biosynthesis of amino acids, nicotinate and nicotinamide metabolism, arginine and proline metabolism, and flavone and flavonol biosynthesis”

✓ located verbatim in the source · abstract, characters 905–1097 · show in text ↑
Observationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Metabolites differing under Cd in tobacco were significantly enriched in flavone and flavonol biosynthesis.

Outcome
flavone and flavonol biosynthesise6

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

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗

Verbatim

t0

“alleviate Cd toxicity in tobacco”

✓ located verbatim in the source · title, characters 91–123 · show in text ↑
e6

“These metabolites were significantly enriched in the biosynthesis of amino acids, nicotinate and nicotinamide metabolism, arginine and proline metabolism, and flavone and flavonol biosynthesis”

✓ located verbatim in the source · abstract, characters 905–1097 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Fe3O4 nanoparticles restored 50% of the Cd-altered levels in tobacco roots to normal levels.

Organ / stage
rootse7
Treatment
Fe 3 O 4e7
Outcome
levelse7
Direction
restorede7
Value
50%e7
Comparator
normal levelse7

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

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗

Verbatim

t0

“alleviate Cd toxicity in tobacco”

✓ located verbatim in the source · title, characters 91–123 · show in text ↑
e7

“Interestingly, Fe 3 O 4 and ZnO NPs restored 50% and 47% in the roots, while they restored 70% and 63% in the leaves to normal levels, thereby facilitating plant growth”

✓ located verbatim in the source · abstract, characters 1099–1267 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

ZnO nanoparticles restored 47% of the Cd-altered levels in tobacco roots to normal levels.

Organ / stage
rootse7
Treatment
ZnO NPse7
Outcome
levelse7
Direction
restorede7
Value
47%e7
Comparator
normal levelse7

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

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗

Verbatim

t0

“alleviate Cd toxicity in tobacco”

✓ located verbatim in the source · title, characters 91–123 · show in text ↑
e7

“Interestingly, Fe 3 O 4 and ZnO NPs restored 50% and 47% in the roots, while they restored 70% and 63% in the leaves to normal levels, thereby facilitating plant growth”

✓ located verbatim in the source · abstract, characters 1099–1267 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Fe3O4 nanoparticles restored 70% of the Cd-altered levels in tobacco leaves to normal levels.

Organ / stage
leavese7
Treatment
Fe 3 O 4e7
Outcome
levelse7
Direction
restorede7
Value
70%e7
Comparator
normal levelse7

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

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗

Verbatim

t0

“alleviate Cd toxicity in tobacco”

✓ located verbatim in the source · title, characters 91–123 · show in text ↑
e7

“Interestingly, Fe 3 O 4 and ZnO NPs restored 50% and 47% in the roots, while they restored 70% and 63% in the leaves to normal levels, thereby facilitating plant growth”

✓ located verbatim in the source · abstract, characters 1099–1267 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

ZnO nanoparticles restored 63% of the Cd-altered levels in tobacco leaves to normal levels.

Organ / stage
leavese7
Treatment
ZnO NPse7
Outcome
levelse7
Direction
restorede7
Value
63%e7
Comparator
normal levelse7

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

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗

Verbatim

t0

“alleviate Cd toxicity in tobacco”

✓ located verbatim in the source · title, characters 91–123 · show in text ↑
e7

“Interestingly, Fe 3 O 4 and ZnO NPs restored 50% and 47% in the roots, while they restored 70% and 63% in the leaves to normal levels, thereby facilitating plant growth”

✓ located verbatim in the source · abstract, characters 1099–1267 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Proline, 6-hydroxynicotinic acid and farrerol were significantly correlated with tobacco plant growth.

Compound
proline, 6-hydroxynicotinic acid, farrerole2
Outcome
plant growthe2

Not reportedDirection

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

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗

Verbatim

t0

“alleviate Cd toxicity in tobacco”

✓ located verbatim in the source · title, characters 91–123 · show in text ↑
e2

“Correlation analysis further indicated that these metabolites, including proline, 6-hydroxynicotinic acid, farrerol and quercetin-3- O -sophoroside, were significantly correlated with plant growth”

✓ located verbatim in the source · abstract, characters 1269–1465 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Quercetin-3-O-sophoroside was significantly correlated with tobacco plant growth.

Compound
quercetin-3- O -sophorosidee2
Outcome
plant growthe2

Not reportedDirection

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

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗

Verbatim

t0

“alleviate Cd toxicity in tobacco”

✓ located verbatim in the source · title, characters 91–123 · show in text ↑
e2

“Correlation analysis further indicated that these metabolites, including proline, 6-hydroxynicotinic acid, farrerol and quercetin-3- O -sophoroside, were significantly correlated with plant growth”

✓ located verbatim in the source · abstract, characters 1269–1465 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

The authors recommend using metal nanoparticles as plant growth regulators for improving crops in heavy metal-contaminated areas.

Outcome
improving crops in heavy metal-contaminated arease0

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

Nicotiana tabacum
Nicotiana tabacum · TaxonJom / Joachim Müllerchen · CC BY 2.5 · Wikimedia Commons ↗

Verbatim

t0

“alleviate Cd toxicity in tobacco”

✓ located verbatim in the source · title, characters 91–123 · show in text ↑
e0

“These results collectively indicate that metal nanoparticles can serve as plant growth regulators and provide insights into using them for improving crops in heavy metal-contaminated areas”

✓ located verbatim in the source · abstract, characters 1479–1667 · show in text ↑

cadmium atom · growth · Nicotiana tabacum (tobacco)Results differ

21 papers: 5 positive, 16 negative or no effect

15 papers in the same direction as this paper · 5 in the opposite direction

  1. positive
  2. positive
  3. positive

17 papers more in this group

See all 21 papers →

zinc oxide · nutrient: content · Nicotiana tabacum (tobacco)Positive and negative results

2 papers: 1 positive, 1 negative or no effect

1 in the opposite direction

  1. negative
See all 2 papers →

iron atom · nutrient: content · Nicotiana tabacum (tobacco)Positive and negative results

4 papers: 3 positive, 1 negative or no effect

2 papers in the same direction as this paper · 1 in the opposite direction

  1. negative
  2. positive
  3. positive
See all 4 papers →

iron atom · growth · Nicotiana tabacum (tobacco)Positive and negative results

5 papers: 3 positive, 2 negative or no effect

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

  1. negative
  2. no effect
  3. positive

1 paper more in this group

See all 5 papers →

nanoparticle · growth · Nicotiana tabacum (tobacco)Positive and negative results

16 papers: 15 positive, 1 negative or no effect

14 papers in the same direction as this paper · 1 in the opposite direction

  1. positive
  2. negative
  3. positive

12 papers more in this group

See all 16 papers →

application · growth · Nicotiana tabacum (tobacco)Positive and negative results

48 papers: 39 positive, 9 negative or no effect

38 papers in the same direction as this paper · 9 in the opposite direction

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

44 papers more in this group

See all 48 papers →

nanoparticle · nutrient: content · Nicotiana tabacum (tobacco)Results agree

9 papers: 9 positive, 0 negative or no effect

8 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

5 papers more in this group

See all 9 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.