Evidence map›Paper›PMID 41786849›Full record

ArticleScientific reports2026

Optimisation of verapamil hydrochloride loaded polyhydroxyalkanoate nano and microparticles using response surface methodology.

Sowmya Ramachandran, Priyanka Prakash, Subashini Raman, Mohammed Ali Dheyab, Kumar Sudesh, Emmanuel Jairaj Moses, Thaigarajan Parumasivam

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

7 authors.

Sowmya RamachandranSchool of Pharmaceutical Sciences, Universiti Sains Malaysia (USM), 11800, Gelugor, Pulau Pinang, Malaysia.
Priyanka PrakashSchool of Pharmaceutical Sciences, Universiti Sains Malaysia (USM), 11800, Gelugor, Pulau Pinang, Malaysia.
Subashini RamanSchool of Pharmacy, Management & Science University, 40150, Shah Alam, Selangor, Malaysia.
Mohammed Ali DheyabNano-Biotechnology Research and Innovation, Institute for Research in Molecular Medicine, Universiti Sains Malaysia (USM), 11800, Gelugor, Pulau Pinang, Malaysia.
Kumar SudeshSchool of Biological Sciences, Universiti Sains Malaysia (USM), 11800, Gelugor, Pulau Pinang, Malaysia.
Emmanuel Jairaj MosesSchool of Biomedical Science, Advanced Medical and Dental Institute, Bertam, Universiti Sains Malaysia, 13200, Kepala Batas, Pulau Pinang, Malaysia.
Thaigarajan ParumasivamSchool of Pharmaceutical Sciences, Universiti Sains Malaysia (USM), 11800, Gelugor, Pulau Pinang, Malaysia. thaigarp@usm.my.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Polyhydroxyalkanoates (PHAs) are biodegradable polymers with significant potential for drug delivery. However, a challenge remains in their application for encapsulating highly water-soluble drugs. This study aims to develop and optimise PHA-based nanoparticles (NPs) and microparticles (MPs) for the delivery of verapamil hydrochloride (VRP·HCl) using a systematic statistical approach. A quaternary PHA copolymer, poly(3-hydroxybutyrate-co-4-hydroxybutyrate-co-5-hydroxyvalerate-co-3-hydroxyhexanoate) [P(3HB-co-4HB-co-5HV-co-3HHx)], was biosynthesised using genetically modified Cupriavidus necator. Polymer characterisation by Nuclear Magnetic Resonance (1H NMR), Gas Chromatography (GC), Gel Permeation Chromatography (GPC), and Limulus Amebocyte Lysate (LAL) assay confirmed a high-purity (97 ± 5 wt%) and endotoxin-free P(3HB-co-4HB-co-5HV-co-3HHx) copolymer with a monomer composition of 69 mol% 3HB, 14 mol% 4HB, 12 mol% 5HV, and 5 mol% 3HHx. VRP·HCl-loaded NPs and MPs were prepared via a double-emulsion solvent evaporation method and optimised using response surface methodology (RSM) based on a central composite design (CCD) to predict and evaluate the influence of polymer mass, drug mass, and stabiliser concentration on particle size, drug loading (DL), and encapsulation efficiency (EE). Particle size, polydispersity index (PDI), zeta potential (ZP), DL, and EE were evaluated experimentally. The optimised NP and MP formulations achieved mean particle sizes of 245.06 ± 0.01 nm and 2.23 ± 1.50 µm, with maximum EE of 38.95 ± 20.37% and 45.23 ± 2.85%, respectively. The corresponding DL values for NPs and MPs were 23.37 ± 12.22% and 18.09 ± 1.14%, respectively. Statistical analysis demonstrated good model predictability within the explored design space, enabling the identification of formulation regions governed primarily by polymer mass, drug distribution, and emulsion characteristics. In conclusion, this study demonstrates the feasibility of encapsulating a hydrophilic drug within a fully hydrophobic, biodegradable PHA matrix while establishing a systematic optimisation framework for the development of PHA-based NP and MP drug delivery systems.

Indexed as

Drug CarriersNanoparticlesPolyhydroxyalkanoatesVerapamilCupriavidus necatorParticle SizeDrug CarriersPolyhydroxyalkanoatesVerapamilDouble-emulsion solvent evaporationPolyhydroxyalkanoatesPolymeric microparticlesPolymeric nanoparticlesResponse surface methodologyVerapamil hydrochloride

Identifiers

PMID41786849
PMCPMC13079742

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LicenceCC BY-NC-ND
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Registered trials

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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.