Evidence map›Paper›PMID 41900041›Full record

ReviewMolecules (Basel, Switzerland)2026

Applications of Carbon Dots and Graphene Quantum Dots in Treatment of Diabetes.

Sho Nakayama, Eric J Shepard, Abhinandan Banerjee, Xiaoda Yang, Debbie C Crans

Abstract readReview
In one paragraph

Review in Molecules (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Sho NakayamaDepartment of Chemistry, Colorado State University, Fort Collins, CO 80523, USA.ORCID 0009-0007-5862-1503
Eric J ShepardDepartment of Chemistry, Colorado State University, Fort Collins, CO 80523, USA.ORCID 0009-0009-3446-8721
Abhinandan BanerjeeDepartment of Chemistry, Colorado State University, Fort Collins, CO 80523, USA.ORCID 0000-0001-7665-026X
Xiaoda YangState Key Laboratories of Natural and Mimetic Drugs and Department of Chemical Biology, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China.ORCID 0000-0003-2282-6594
Debbie C CransDepartment of Chemistry, Colorado State University, Fort Collins, CO 80523, USA.ORCID 0000-0001-7792-3450

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Carbon nanoparticles (CNPs) are increasingly being considered for medical applications. The objective of this article is to determine which anti-diabetic drugs and compounds have been enhanced by CNPs, and which CNP scaffolds were found to be successful. The anti-diabetic drugs administered loaded on CNPs include insulin, metformin, glimepiride and vanadium compounds. Carbon quantum dots (CQDs), graphene quantum dots (GQDs), graphene oxide quantum dots (GOQDs), hybrid systems and fullerenes are all carriers able to alleviate symptoms of diabetes. Successful CNPs are 10 nm or less and can have a flat pancake structure, as well as the spherical CQDs and the spherical-but-hollow gadofullerene (Gd-C82). The use of the carbon nanoparticle scaffold includes oral, intravenous administration and placement as an implant in a diabetic animal model system. In vitro studies in an insulin-resistant model demonstrate a 500-1000-fold enhancement of metformin when placed on the pegylated GOQD. Although some CNPs have low toxicity, more information is needed for understanding the metabolism associated with uptake and processing. In summary, CNPs represent a novel class of nanoparticles that has promising potential. They enhance the efficacy of anti-diabetic drugs, have low toxicity, and keep the loaded drug protected until reaching their targets.

Indexed as

Carbon Quantum DotsDiabetes MellitusGraphiteHypoglycemic AgentsQuantum DotsAnimalsCarbonDrug CarriersHumansMetforminCarbonDrug CarriersGraphiteHypoglycemic AgentsMetforminanimal studiesblood glucosecarbon dotscarbon nanoparticlescarbon quantum dotsDiabetesdrug delivery systemglimepiridegraphene quantum dotsinsulinin vitroin vivometforminvanadium antidiabetic agents

Identifiers

PMID41900041
PMCPMC13029711

What OpenQuestion holds

Texttitle and abstract
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.