Evidence map›Paper›PMID 34930290›Full record

ArticleJournal of nanobiotechnology2021

Carbon nanotube biocompatibility in plants is determined by their surface chemistry.

Eduardo González-Grandío, Gözde S Demirer, Christopher T Jackson, Darwin Yang, Sophia Ebert, Kian Molawi, Harald Keller, Markita P Landry

Erratum issuedAbstract read
In one paragraph

Article in Journal of nanobiotechnology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing 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

15 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
  4. Single-walled carbon nanotube-mediated plasmid DNA delivery in the model monocotTurkish journal of biology = Turk biyoloji dergisi · 2026
    Article
  5. Article
  6. Article
  7. Review
  8. Nanoplatforms for the Delivery of Nucleic Acids into Plant Cells.International journal of molecular sciences · 2023
    Review
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Materials today. Bio · 2021
    Article
  15. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors.

Eduardo González-GrandíoDepartment of Chemical and Biomolecular Engineering, University of California, Berkeley, CA, USA.
Gözde S DemirerDepartment of Chemical and Biomolecular Engineering, University of California, Berkeley, CA, USA.
Christopher T JacksonDepartment of Chemical and Biomolecular Engineering, University of California, Berkeley, CA, USA.
Darwin YangDepartment of Chemical and Biomolecular Engineering, University of California, Berkeley, CA, USA.
Sophia EbertBASF, Carl-Bosch-Strasse 38, 67056, Ludwigshafen am Rhein, Germany.
Kian MolawiBASF, Carl-Bosch-Strasse 38, 67056, Ludwigshafen am Rhein, Germany.
Harald KellerBASF, Carl-Bosch-Strasse 38, 67056, Ludwigshafen am Rhein, Germany.
Markita P LandryDepartment of Chemical and Biomolecular Engineering, University of California, Berkeley, CA, USA. landry@berkeley.edu.ORCID http://orcid.org/0000-0002-5832-8522

Funding

Single-Molecule Imaging of Biological Trauma:Cytokine-Based Intracellular CommunicationR35GM128922 · NIGMS · UNIVERSITY OF CALIFORNIA BERKELEY · PI LANDRY, MARKITA · 2019 to 2023
$2.0M
Beckman Coulter Foundation Young Investigator AwardBurroughs Wellcome Fund Career Award at the Scientific InterfaceChan Zuckerberg Initiative Investigator AwardFoundation for Food and Agriculture Research Young Investigator AwardNational Science Foundation CAREERNational Science Foundation CBETNational Science Foundation CGEMNational Science Foundation GRFPNIGMS NIH HHS R35 GM128922NIH HHS MIRAOffice of Science DE-SC0020366U.S. Department of Agriculture BBT EAGERU.S. Department of Agriculture NIFA Award
6 · The paper itself

Abstract

backgroundAgriculture faces significant global challenges including climate change and an increasing food demand due to a growing population. Addressing these challenges will require the adoption of transformative innovations into biotechnology practice, such as nanotechnology. Recently, nanomaterials have emerged as unmatched tools for their use as biosensors, or as biomolecule delivery vehicles. Despite their increasingly prolific use, plant-nanomaterial interactions remain poorly characterized, drawing into question the breadth of their utility and their broader environmental compatibility.

resultsHerein, we characterize the response of Arabidopsis thaliana to single walled carbon nanotube (SWNT) exposure with two different surface chemistries commonly used for biosensing and nucleic acid delivery: oligonucleotide adsorbed-pristine SWNTs, and polyethyleneimine-SWNTs loaded with plasmid DNA (PEI-SWNTs), both introduced by leaf infiltration. We observed that pristine SWNTs elicit a mild stress response almost undistinguishable from the infiltration process, indicating that these nanomaterials are well-tolerated by the plant. However, PEI-SWNTs induce a much larger transcriptional reprogramming that involves stress, immunity, and senescence responses. PEI-SWNT-induced transcriptional profile is very similar to that of mutant plants displaying a constitutive immune response or treated with stress-priming agrochemicals. We selected molecular markers from our transcriptomic analysis and identified PEI as the main cause of this adverse reaction. We show that PEI-SWNT response is concentration-dependent and, when persistent over time, leads to cell death. We probed a panel of PEI variant-functionalized SWNTs across two plant species and identified biocompatible SWNT surface functionalizations.

conclusionsWhile SWNTs themselves are well tolerated by plants, SWNTs surface-functionalized with positively charged polymers become toxic and produce cell death. We use molecular markers to identify more biocompatible SWNT formulations. Our results highlight the importance of nanoparticle surface chemistry on their biocompatibility and will facilitate the use of functionalized nanomaterials for agricultural improvement.

Indexed as

ArabidopsisArabidopsis ProteinsBiocompatible MaterialsCytochrome P-450 Enzyme SystemNanotubes, CarbonPlant LeavesPlasmidsPolyethyleneimineRNASodium-Hydrogen ExchangersSurface PropertiesTranscriptomeArabidopsis ProteinsBiocompatible MaterialsCHX17 protein, ArabidopsisCytochrome P-450 Enzyme SystemNanotubes, CarbonPAD3 protein, ArabidopsisPolyethyleneiminePR-1 protein, ArabidopsisRNASodium-Hydrogen ExchangersCarbon nanotubeDNA deliveryNanotechnologyPlant biotechnologyRNA sequencing

Identifiers

PMID34930290
PMCPMC8686619

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.