Evidence map›Paper›PMID 42366286›Full record

ReviewDaru : journal of Faculty of Pharmacy, Tehran University of Medical Sciences2026

Bridging solubility, stability, and translation: advances in carbon nanotube-based drug delivery systems.

Priyanka R, Jeevan Gowda, Deepika A M, Mallamma T, Prasiddi Naik, Prakash Goudanavar

Abstract readReview
In one paragraph

Review in Daru : journal of Faculty of Pharmacy, Tehran University of Medical Sciences, 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

6 authors.

Priyanka RDepartment of Pharmaceutics, Sri Adichunchanagiri College of Pharmacy, BG Nagara, India.
Jeevan GowdaDepartment of Pharmaceutics, Sri Adichunchanagiri College of Pharmacy, BG Nagara, India. jeevangowdalatha@gmail.com.
Deepika A MDepartment of Pharmaceutics, Sri Adichunchanagiri College of Pharmacy, BG Nagara, India.
Mallamma TDepartment of Pharmaceutics, Sri Adichunchanagiri College of Pharmacy, BG Nagara, India. mallammareddy89@gmail.com.
Prasiddi NaikDepartment of Pharmaceutics, Sri Adichunchanagiri College of Pharmacy, BG Nagara, India.
Prakash GoudanavarDepartment of Pharmaceutics, Sri Adichunchanagiri College of Pharmacy, BG Nagara, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPoor aqueous solubility and physicochemical instability remain major barriers in pharmaceutical development, limiting the bioavailability, therapeutic efficacy, and translational success of numerous drug candidates. Carbon nanotubes (CNTs), owing to their high surface area, tunable surface chemistry, and unique π-conjugated structure, have emerged as multifunctional nanocarriers capable of addressing these persistent formulation challenges. METHODOLOGY: This review critically analyzes recent advances (2020-2026) in CNT-based drug delivery systems with emphasis on solubility enhancement, stability modulation, surface functionalization strategies, protein corona dynamics, dual functionalization approaches, nano-encapsulation technologies, and translational barriers. Comparative evaluation of covalent and non-covalent modification techniques, co-delivery platforms, dispersion strategies, and regulatory considerations is presented to assess their impact on clinical applicability.

resultsFunctionalized CNTs demonstrate significantly improved aqueous dispersibility, enhanced drug-loading efficiency via π-π stacking and electrostatic interactions, and protection of labile therapeutics against enzymatic and chemical degradation. Polymer conjugation, ligand-directed targeting, and dual functionalization approaches enable controlled and stimuli-responsive release, particularly in tumour-specific microenvironments. Emerging insights into protein corona kinetics reveal their decisive role in biodistribution, immune recognition, and targeting efficiency. Recent innovations in co-delivery systems, lipid coating, and green synthesis further enhance formulation stability and bioavailability. However, challenges related to reproducible functionalization, aggregation control, scalable manufacturing, and regulatory standardisation continue to limit clinical translation.

conclusionCNT-based drug delivery systems offer a versatile and structurally adaptable platform to bridge solubility, stability, and translational gaps in modern pharmaceutics. While substantial progress has been achieved in enhancing dispersion behaviour, drug protection, and targeting precision, successful clinical implementation will depend on predictive biocompatibility engineering, standardised characterisation protocols, and scalable safe-by-design manufacturing strategies.

Indexed as

Drug CarriersDrug Delivery SystemsNanotubes, CarbonAnimalsBiological AvailabilityDrug StabilityHumansProtein CoronaSolubilityDrug CarriersNanotubes, CarbonProtein CoronaCarbon nanotubesClinical translationDrug solubilityPharmaceutical stabilityProtein coronaSurface functionalization

Identifiers

PMID42366286
PMCPMC13310869

What Socratic holds

Textmetadata
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 Socratic graph.