Current Issue : April-June Volume : 2026 Issue Number : 2 Articles : 5 Articles
Introduction: Drug development has traditionally used mathematical models to predict formulation behavior. Objective: Building artificial neural networks for the drug release evaluation of drug delivery systems using sustained-release metronidazole-coated colonic hydrophilic matrices as a model. Methods: The technological factors associated with the biopharmaceutical performance of hydrophilic metronidazole matrices were evaluated using a quality by design approach (QbD). The developed neural network includes variables related to the technological process for producing the matrices. These are related to the materials used, such as the type and viscosity of core polymers, the type of coating agent, or the matrix production process, such as the mixing time of core materials or the percentage of the coating agent. The output variables of the neural network were the percentages of drug released in vitro at 1, 6, 12, and 24 h and the mean dissolution time of the matrix. An iterative quasi-Newton method was used to train the artificial neural network. Results: A neural network with excellent prediction capacity allows selecting the technological variables with the greatest influence on the % of drug dissolved: the type of coating agent used and the percentage of the total weight increase after coating for 1 h and 6 h of drug release and also the viscosity of the HPMC for 12 and 24 h. Conclusions: The optimized neural network demonstrated an excellent predictive capacity for in vitro drug dissolution profiles, allowing the use of this type of methodology based on artificial intelligence methods in the optimization of drug delivery systems....
Diroximel fumarate (DRF) is an orally administered prodrug used in multiple sclerosis (MS) treatment. Although it exhibits better gastrointestinal (GI) tolerability than its analogues, many patients still discontinue therapy due to frequent GI adverse events. To overcome these limitations, alternative drug delivery systems that bypass the GI tract are needed. Direct nose-to-brain delivery represents a promising approach to circumvent the blood–brain barrier and target the central nervous system; however, limited nasal mucosal absorption and the small volume of the nasal cavity pose significant challenges. Solid lipid nanoparticles (SLNs) can potentially overcome these obstacles by enhancing drug bioavailability and protecting against enzymatic degradation. This research aimed to develop an innovative intranasal nanoformulation of DRF to improve brain targeting and patient compliance. DRF-loaded SLNs were prepared using a solvent-diffusion technique with stearic acid as the lipid phase and Poloxamer 188 as the surfactant. The obtained nanoparticles displayed favorable technological characteristics, with a mean diameter of 210 nm, a polydispersity index of 0.17, and a zeta potential of −36 mV, suggesting good long-term stability. Interactions between SLNs and biomembrane models (MLV) were also studied to elucidate their cellular uptake mechanism. Future work will focus on evaluating the in vivo efficacy of this novel nanoformulation....
Tablets are the most commonly used dosage form due to their low manufacturing cost and ease of administration. Incorporating mesoporous silica microparticles offers enhanced control over drug release and bioavailability; however, formulation remains challenging due to poor compressibility and disintegration characteristics. This study explores dynamic formulation strategies to enable successful incorporation of SYLOID XDP 3150 (SYLOID) into oral tablet formulations. Tablets were prepared via direct compression using varying ratios of Avicel PH 102 (MCC: microcrystalline cellulose) and lactose monohydrate (25:75, 50:50, and 75:25) with SYLOID incorporated at 0%, 20%, and 40% (w/w). A 500 mg tablet mass was maintained throughout, and SYLOID alone was also compressed to assess baseline behaviour. Key tablet properties including porosity, tensile strength, friability, and disintegration time were evaluated. Direct compression of SYLOID alone failed due to poor compactability and particle fragmentation at 221.72 MPa. Increased Avicel content led to reduced porosity and enhanced tensile strength, while higher SYLOID levels increased porosity but compromised mechanical strength and friability. Disintegration was faster in lactose-rich formulations but delayed with increased SYLOID due to its hydrophobicity. Incorporating a superdisintegrant and binder enabled the final formulations to meet USP requirements for disintegration and friability. Overall, SYLOID was shown to significantly affect tablet architecture and performance, necessitating excipient support to overcome its inherent limitations. These findings support further evaluation of drug-loaded SYLOID tablets to assess their impact on drug release profiles and oral bioavailability....
Background/Objectives: The poor aqueous solubility of curcumin (CUR) limits its pharmaceutical application. Although amorphization can enhance its solubility, the amorphous form often exhibits insufficient physical stability. Co-amorphization, particularly drug–drug co-amorphous (CAM) formation, offers a promising approach to improve solubility, stability, and therapeutic efficacy. This study aimed to prepare and evaluate two CUR-based CAM systems using isoquinoline alkaloids berberine hydrochloride (BER) and palmatine hydrochloride (PAL) as co-formers to achieve simultaneous stabilization and synergistic bioactivity. Methods: CUR-BER and CUR-PAL CAM systems were prepared via rotary evaporation under vacuum at a 1:1 molar ratio. The solid-state properties were characterized by powder X-ray diffraction (PXRD), differential scanning calorimetry (DSC), scanning electron microscope (SEM), and 13C solid-state nuclear magnetic resonance spectroscopy (ssNMR). Dissolution, solubility, and stability studies were conducted, while antioxidant and anticancer activities were assessed by DPPH/ABTS+ radical-scavenging and MTT assays using HT-29 colorectal cancer cells. Results: PXRD and DSC confirmed the formation of single-phase amorphous systems with higher glass transition temperatures, indicating strong intermolecular interactions between CUR and BER/PAL. 13C ssNMR spectroscopy evidenced hydrogen-bond formation between the enolic hydroxyl moiety of CUR and the methoxy oxygen atoms in BER or PAL molecules. Both CAM systems significantly enhanced the solubility and dissolution rate of CUR, with CUR-PAL CAM showing up to a 15.1-fold solubility improvement. The CAM systems also displayed superior thermal stability, photolytic stability, and improved short-term humidity resistance, together with enhanced antioxidant and anticancer activities compared with pure amorphous CUR. Conclusions: Co-amorphization of CUR with isoquinoline alkaloids effectively improved solubility, stability, antioxidant and anticancer activities, representing a promising strategy for the rational design of multifunctional amorphous CUR-based drug formulations....
Background/Objectives: Silodosin (SLD) is a selective α1A-adrenoceptor antagonist used in the treatment of benign prostatic hyperplasia. Bioequivalence failures have been reported for hard capsule formulations, largely due to the effect of disintegrant excipients, making soft capsules a promising alternative dosage form. This study investigated the stability of SLD soft capsules stored in two different packaging materials, PVC/PVDC and AquaBa®. Methods: Storage temperatures at 25 ◦C/60%, 30 ◦C/65% RH, 30 ◦C/75% RH, and 40 ◦C/75% RH, and sampling were performed according to the International Council for Harmonisation (ICH) stability conditions. Assays were performed by HPLC and UV, and mass detection. Results: Degradation analysis revealed that temperature played a critical role in SLD degradation and the formation of its primary degradation products, dehydrosilodosin and impurity 1. Conclusions: AquaBa® demonstrated superior protective properties compared to PVC/PVDC, preserving SLD content above 95% for over 12 months under 25 ◦C and 30 ◦C conditions while limiting the formation of degradation products. Nevertheless, impurity 1 exceeded its ICH Q3B (R2) specification limit (0.3%) after six months under all conditions tested, suggesting a critical interaction between SLD and excipients such as Capryol® 90. Kinetic modeling confirmed first-order degradation kinetics for both dehydrosilodosin and impurity 1, with a faster degradation rate observed in PVC/PVDC blisters. These findings highlight the critical role of packaging in pharmaceutical stability. While AquaBa® emerges as the preferred option for SLD soft capsules, formulation optimization remains necessary to limit impurity formation, extend shelf life, and ensure regulatory compliance....
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