Abstract
Carbon-based nanomaterials (CBNs) have great potential as a powerful tool to improve plant productivity. Here, we investigated the biological effects of graphene and carbon nanotubes (CNTs) on fiber-producing species (cotton, Gossypium hirsutum) and ornamental species (vinca, Catharanthus roseus). The exposure of seeds to CNTs or graphene led to the activation of early seed germination in Catharanthus and overall higher germination in cotton and Catharanthus seeds. The application of CBNs resulted in higher root and shoot growth of young seedlings of both tested species. Cultivation of Catharanthus plants in soil supplemented with CBNs resulted in the stimulation of plant reproductive system by inducing early flower development along with higher flower production. Catharanthus plants cultivated in CNTs or graphene supplemented soil accelerated total flower production by 37 and 58%, respectively. Additionally, CBNs reduced the toxic effects caused by NaCl. Long-term application of CBNs to crops cultivated under salt stress conditions improved the desired phenotypical traits of Catharanthus (higher flower number and leaf number) and cotton (increased fiber biomass) compared to untreated plants of both species cultivated at the same stress condition. The drought stress experiments revealed that introduction of CBNs to matured Catharanthus plant increased the plant survival with no symptoms of leaf wilting as compared to untreated Catharanthus growing in water deficit conditions.
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Claims 11
Claim · model-written summary
CNTs or graphene accelerated early Catharanthus germination.
- Taxon
- Catharanthus
Catharanthuse0 - Treatment
- CNTs or graphenee0
- Outcome
- early seed germinatione0
- Direction
- activatione0
Not reportedComparator
Organisms pictured · Representative pictures of the matched species, not figures from the paper.
_W2_IMG_3209.jpg?width=500)
Verbatim
e0“The exposure of seeds to CNTs or graphene led to the activation of early seed germination in Catharanthus”
Claim · model-written summary
CNTs or graphene increased cotton germination.
- Taxon
- cotton
Gossypium hirsutume0 - Treatment
- CNTs or graphenee1
- Outcome
- germinatione0
- Direction
- highere0
Not reportedComparator
Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Verbatim
e0“overall higher germination in cotton and Catharanthus seeds”
t0“Application of Carbon-based Nanomaterials”
e1“The exposure of seeds to CNTs or graphene led to the activation of early seed germination in Catharanthus”
Claim · model-written summary
CNTs or graphene increased Catharanthus germination.
- Taxon
- Catharanthus
Catharanthuse0 - Treatment
- CNTs or graphenee1
- Outcome
- germinatione0
- Direction
- highere0
Not reportedComparator
Organisms pictured · Representative pictures of the matched species, not figures from the paper.
_W2_IMG_3209.jpg?width=500)
Verbatim
e0“overall higher germination in cotton and Catharanthus seeds”
t0“Application of Carbon-based Nanomaterials”
e1“The exposure of seeds to CNTs or graphene led to the activation of early seed germination in Catharanthus”
Claim · model-written summary
CBNs increased seedling root and shoot growth in both species.
- Taxon
- cotton
Gossypium hirsutumt0 - Treatment
- CBNse0
- Outcome
- root and shoot growthe0
- Direction
- highere0
Not reportedComparator
Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Verbatim
e0“The application of CBNs resulted in higher root and shoot growth of young seedlings of both tested species”
t0“cotton, Gossypium hirsutum”
Claim · model-written summary
CBNs induced early flowering in Catharanthus.
- Taxon
- Catharanthus
Catharanthuse0 - Treatment
- CBNse0
- Outcome
- early flower developmente0
- Direction
- earlye0
Not reportedComparator
Organisms pictured · Representative pictures of the matched species, not figures from the paper.
_W2_IMG_3209.jpg?width=500)
Verbatim
e0“Cultivation of Catharanthus plants in soil supplemented with CBNs resulted in the stimulation of plant reproductive system by inducing early flower development”
Claim · model-written summary
CNTs increased Catharanthus flower production by 37%.
- Taxon
- Catharanthus
Catharanthuse0 - Treatment
- CNTse0
- Outcome
- total flower productione0
- Direction
- acceleratede0
- Value
- 37e0
Not reportedComparator
Organisms pictured · Representative pictures of the matched species, not figures from the paper.
_W2_IMG_3209.jpg?width=500)
Verbatim
e0“Catharanthus plants cultivated in CNTs or graphene supplemented soil accelerated total flower production by 37 and 58%, respectively”
Claim · model-written summary
Graphene increased Catharanthus flower production by 58%.
- Taxon
- Catharanthus
Catharanthuse0 - Treatment
- graphenee0
- Outcome
- total flower productione0
- Direction
- acceleratede0
- Value
- 58%e0
Not reportedComparator
Organisms pictured · Representative pictures of the matched species, not figures from the paper.
_W2_IMG_3209.jpg?width=500)
Verbatim
e0“Catharanthus plants cultivated in CNTs or graphene supplemented soil accelerated total flower production by 37 and 58%, respectively”
Claim · model-written summary
CBNs reduced NaCl toxicity.
- Taxon
- Catharanthus
Catharanthust0 - Treatment
- CBNse0
- Outcome
- toxic effects caused by NaCle0
- Direction
- reducede0
Not reportedComparator
Organisms pictured · Representative pictures of the matched species, not figures from the paper.
_W2_IMG_3209.jpg?width=500)
Verbatim
e0“CBNs reduced the toxic effects caused by NaCl”
t0“vinca, Catharanthus roseus”
Claim · model-written summary
Under salt stress, CBNs increased Catharanthus flower and leaf numbers.
- Taxon
- Catharanthus
Catharanthust0 - Treatment
- CBNse1
- Outcome
- flower number and leaf numbere0
- Direction
- highere0
Not reportedComparator
Organisms pictured · Representative pictures of the matched species, not figures from the paper.
_W2_IMG_3209.jpg?width=500)
Verbatim
e0“higher flower number and leaf number”
t0“vinca, Catharanthus roseus”
e1“Long-term application of CBNs to crops cultivated under salt stress conditions improved the desired phenotypical traits of Catharanthus”
Claim · model-written summary
Under salt stress, CBNs increased cotton fiber biomass.
- Taxon
- cotton
Gossypium hirsutumt0 - Treatment
- CBNse1
- Outcome
- fiber biomasse0
- Direction
- increasede0
Not reportedComparator
Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Verbatim
e0“increased fiber biomass”
t0“cotton, Gossypium hirsutum”
e1“Long-term application of CBNs to crops cultivated under salt stress conditions improved the desired phenotypical traits of Catharanthus”
Claim · model-written summary
Under drought, CBNs increased Catharanthus survival without leaf wilting.
- Taxon
- Catharanthus
Catharanthuse0 - Treatment
- CBNse0
- Outcome
- plant survivale0
- Direction
- increasede0
- Qualifier
- water deficit conditionse0
- Comparator
- untreated Catharanthuse0
Organisms pictured · Representative pictures of the matched species, not figures from the paper.
_W2_IMG_3209.jpg?width=500)
Verbatim
e0“introduction of CBNs to matured Catharanthus plant increased the plant survival with no symptoms of leaf wilting as compared to untreated Catharanthus growing in water deficit conditions”
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17 papers in the same direction as this paper · 1 in the opposite direction
- no effect
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See all 19 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.