A Mechanistic Model for Predicting the Physical Stability of Amorphous Solid Dispersions.

Abstract:

:In this paper, we establish a mechanistic model for the prediction of amorphous solid dispersion (ASD) stability. The novel approach incorporates fundamental physical parameters, principally supersaturation, diffusivity, and interfacial energy, to model crystallization in ASDs accounting for both kinetic and thermodynamic drivers. API dependent decoupling coefficients were also considered which allowed dynamic mechanical analysis to probe molecular mobility, with viscosity measurements, across an exceptionally broad range of temperatures to support ASD stability simulations. ASDs are multicomponent systems in which the amorphous form of active pharmaceutical ingredients (APIs) are molecularly dispersed within a carrier. This gives rise to a transiently supersaturated API solution upon dissolution which increases the driving force for oral absorption and results in increased bioavailability as compared to that of the crystalline API. A major shortcoming of ASDs, however, is that there is the potential for amorphous APIs to revert to their more stable crystalline form during storage, despite the use of polymer carriers to stabilize formulations and limit recrystallization. Hot melt extrusion (HME) has been employed as the preparation method for ASDs used in this study as it is well-suited for the formation of uniform dispersions. The ASDs were stored under controlled temperature conditions, in the absence of humidity, to determine recrystallization kinetics. Our mechanistic model, considering both crystal nucleation and growth processes, describes temporal ASD stability through a system of coupled differential equations that connect the physiochemical properties of the ASD system to drug recrystallization. The model and prolonged time scale of crystallization observed highlight the importance of considering both thermodynamic and kinetic factors in the preparation of stable ASDs. Experimental observations were found to be in good agreement with predictions of the model confirming its utility in predicting the temporal physical stability of amorphous solid dispersions through a mechanistic lens.

journal_name

J Pharm Sci

authors

Ojo AT,Lee PI

doi

10.1016/j.xphs.2020.08.006

subject

Has Abstract

pub_date

2020-08-18 00:00:00

eissn

0022-3549

issn

1520-6017

pii

S0022-3549(20)30437-8

pub_type

杂志文章
  • Mechanistic study of the effect of roller compaction and lubricant on tablet mechanical strength.

    abstract::Heckel analysis, tablet tensile strength, and indentation hardness were determined for a series of sieved and roller compacted microcrystalline cellulose mixtures under both unlubricated and lubricated conditions with magnesium stearate. These results have been used to evaluate the loss of reworkability following roll...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.20938

    authors: He X,Secreast PJ,Amidon GE

    更新日期:2007-05-01 00:00:00

  • Antibody response to aggregated human interferon alpha2b in wild-type and transgenic immune tolerant mice depends on type and level of aggregation.

    abstract::The aim of this study was to determine the sensitivity of transgenic immune tolerant mice for the type and level of aggregation of recombinant human interferon alpha2b (rhIFNalpha2b). RhIFNalpha2b was aggregated by metal-catalyzed oxidation or by incubation at elevated temperature and various pHs. Native rhIFNalpha2b ...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.20599

    authors: Hermeling S,Schellekens H,Maas C,Gebbink MF,Crommelin DJ,Jiskoot W

    更新日期:2006-05-01 00:00:00

  • Structural requirements for binding of nonsteroidal anti-inflammatory drugs to human serum albumin.

    abstract::The binding of representative chemical classes of nonsteroidal anti-inflammatory drugs (NSAIDs) to human serum albumin (HSA) was investigated by equilibrium dialysis. Warfarin enantiomers were used as specific markers in displacement studies. Data were analyzed by a computerized nonlinear least squares approach design...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.2600770314

    authors: Li KL,Thakur AK,Kapoor AL

    更新日期:1988-03-01 00:00:00

  • Experimental evaluation of a model for predicting micellar composition and concentration of monomeric species in bile salt binary mixtures.

    abstract::The critical micellar concentration (cmc) values of some mixed systems containing two bile salts were determined by a maximum pressure bubble method and compared with those derived from a theoretical model developed for nonionic surfactants to assess the applicability of this model to such systems. Some assumptions on...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.2600840514

    authors: Roda A,Cerré C,Fini A,Sipahi AM,Baraldini M

    更新日期:1995-05-01 00:00:00

  • Physiological model for distribution of sulfathiazole in swine.

    abstract::A physiological flow model was developed for the distribution of sulfathiazole residues in various tissues in swine. The approach was compartmental, in which the compartments and equilibrium constants had physiological meaning. Differential equations were developed, and appropriate parameter values and initial conditi...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.2600731107

    authors: Duddy J,Hayden TL,Bourne DW,Fiske WD,Benedek IH,Stanley D,Gonzalez A,Heierman W

    更新日期:1984-11-01 00:00:00

  • Degradation and release properties of pellets fabricated from three commercial poly(D,L-lactide-co-glycolide) biodegradable polymers.

    abstract::Poly(D,L-lactide-co-glycolide, 50:50) samples of similar molecular weight were obtained from three commercial sources and were characterized by gel permeation chromatography, differential scanning calorimetry, X-ray powder diffraction, viscometry, and proton nuclear magnetic resonance spectroscopy. Pellets were prepar...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.2600820322

    authors: Schmitt EA,Flanagan DR,Linhardt RJ

    更新日期:1993-03-01 00:00:00

  • Hydrolysis and protein binding of melphalan.

    abstract::Melphalan (30 microgram/ml) is completely hydrolyzed in water at 37 degrees after 8 hr. At lower temperatures, hydrolysis proceeds at slower rates. The presence of bovine serum albumin retards hydrolysis of melphalan (30 microgram/ml) in water. The melphalan hydrolysis rate is directely releated to the bovine serum al...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.2600670530

    authors: Chang SY,Alberts DS,Farquhar D,Melnick LR,Walson PD,Salmon SE

    更新日期:1978-05-01 00:00:00

  • Effect of powder substrate on foaml drainage and collapse: implications to foam granulation.

    abstract::Foam granulation is a relatively newer wet granulation process whereby foamed binder solutions are added to powders in a mixer. It is essential to understand the effect of powder substrate on foam drainage and half-life, which are relevant to nucleation and agglomeration during foam granulation. Hydroxypropyl methylce...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.23053

    authors: Koo OM,Ji J,Li J

    更新日期:2012-04-01 00:00:00

  • Passive Immunotherapies Targeting Amyloid Beta and Tau Oligomers in Alzheimer's Disease.

    abstract::Alzheimer's disease (AD) is historically difficult to treat, in part because of the inaccessible nature of brain pathology. Amyloid beta and tau proteins drive pathology by forming toxic oligomers that eventually deposit as insoluble amyloid plaques and neurofibrillary tangles. Recent clinical studies suggest that eff...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1016/j.xphs.2019.10.024

    authors: Vander Zanden CM,Chi EY

    更新日期:2020-01-01 00:00:00

  • Modeling of Semicontinuous Fluid Bed Drying of Pharmaceutical Granules With Respect to Granule Size.

    abstract::In the transition of the pharmaceutical industry from batchwise to continuous drug product manufacturing, the drying process has proven challenging to control and understand. In a semicontinuous fluid bed dryer, part of the ConsiGma™ wet granulation line, the aforementioned production methods converge. Previous resear...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1016/j.xphs.2019.01.013

    authors: Ghijs M,Schäfer E,Kumar A,Cappuyns P,Van Assche I,De Leersnyder F,Vanhoorne V,De Beer T,Nopens I

    更新日期:2019-06-01 00:00:00

  • Investigation of Dose-Dependent Factors Limiting Oral Bioavailability: Case Study With the PI3K-δ Inhibitor.

    abstract::It is understood that a potential issue for drugs with poor aqueous solubility is low oral absorption. If oral exposure issues arise when working with a low solubility drug candidate, the common action is to rely on enabling formulations to solve the issue. However, this approach becomes troublesome in the pre-clinica...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1016/j.xphs.2016.04.003

    authors: Chiang PC,Sutherlin D,Pang J,Salphati L

    更新日期:2016-06-01 00:00:00

  • Comparison of operational characteristics of different dissolution testing systems.

    abstract::Three dissolution apparatus, the rotating basket, the rotating paddle, and the rotating filter--stationary basket, were evaluated for their suitability as production control tools and their relation to blood level studies in dogs. The rotating basket and rotating paddle assemblies were easier to use and less variable ...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.2600671226

    authors: Hardwidge EA,Sarapu AC,Laughlin WC

    更新日期:1978-12-01 00:00:00

  • Stability of the Hsp90 inhibitor 17AAG hydroquinone and prevention of metal-catalyzed oxidation.

    abstract::17-(allylamino)-17-demethoxygeldanamycin (17AAG) is a benzoquinone ansamycin Hsp90 inhibitor which has promising anticancer activity in vitro, in animal models and in clinical trials. 17AAG has poor water-solubility which is a potential problem for clinical formulation. The hydroquinone derivative of 17AAG, 17AAG hydr...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.21394

    authors: Guo W,Siegel D,Ross D

    更新日期:2008-12-01 00:00:00

  • Effect of pH on the in vitro dissolution and in vivo absorption of controlled-release theophylline in dogs.

    abstract::Dogs were used to examine the effect of elevated gastric pH on the absorption of controlled-released theophylline dosage forms with pH-dependent dissolution. In vitro studies showed that a controlled-release theophylline tablet dissolved more rapidly if it was initially exposed to an acidic media. In contrast, a contr...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.2600770908

    authors: Vashi VI,Meyer MC

    更新日期:1988-09-01 00:00:00

  • Brain delivery of proteins by the intranasal route of administration: a comparison of cationic liposomes versus aqueous solution formulations.

    abstract::The goal of this research was to evaluate the effectiveness of cationic liposomes for intranasal administration of proteins to the brain. Cationic liposomes were loaded with a model protein, ovalbumin (OVAL), and a 50 microg dose was administered intranasally to rats. In qualitative studies, liposomes were loaded with...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.21939

    authors: Migliore MM,Vyas TK,Campbell RB,Amiji MM,Waszczak BL

    更新日期:2010-04-01 00:00:00

  • Modified silicone elastomer vaginal gels for sustained release of antiretroviral HIV microbicides.

    abstract::We previously reported nonaqueous silicone elastomer gels (SEGs) for sustained vaginal administration of the CCR5-targeted entry inhibitor maraviroc (MVC). Here, we describe chemically modified SEGs (h-SEGs) in which the hydrophobic cyclomethicone component was partially replaced with relatively hydrophilic silanol-te...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.23913

    authors: Forbes CJ,McCoy CF,Murphy DJ,Woolfson AD,Moore JP,Evans A,Shattock RJ,Malcolm RK

    更新日期:2014-05-01 00:00:00

  • Synthesis and evaluation of N-nicotinoyl-2-{2-(2-methyl-5-nitroimidazol-1-yl)ethyloxy}-D,L-glycine as a colon-specific prodrug of metronidazole.

    abstract::Metronidazole (MTZ) is a drug of choice for protozoal infections such as luminal amoebiasis. We designed and synthesized N-nicotinoyl-2-{2-(2-methyl-5-nitroimidazol-1-yl)ethyloxy}-D,L-glycine (NMG) as a colon-specific prodrug of MTZ. The synthetic yield of NMG was about 34%. The apparent partition coefficient of MTZ w...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.21720

    authors: Kim D,Hong S,Jung S,Jung Y,Kim YM

    更新日期:2009-11-01 00:00:00

  • Colorimetric acetaminophen determination in pharmaceutical formulations.

    abstract::Different approaches for the colorimetric determination of acetaminophen, based on its coupling with diazotized o-nitroaniline, are described. Copper(II) chelation with the coupled compound makes the method highly selective. Sensitivity is increased when the acetaminophen assay is carried out indirectly through the de...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.2600680626

    authors: Belal S,Elsayed MA,El-Waliely A,Abdine H

    更新日期:1979-06-01 00:00:00

  • Rapid pKa estimation using vacuum-assisted multiplexed capillary electrophoresis (VAMCE) with ultraviolet detection.

    abstract::A rapid approach for estimating the pK(a) value of small organic molecules was developed using vacuum-assisted multiplexed capillary electrophoresis (VAMCE) with ultraviolet detection. The VAMCE method employed a 96-capillary array, arranged in a standard 8 x 12 microtiter plate configuration, with each row of capilla...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.20275

    authors: Zhou C,Jin Y,Kenseth JR,Stella M,Wehmeyer KR,Heineman WR

    更新日期:2005-03-01 00:00:00

  • Single pass mean residence time in peripheral tissues: a distribution parameter intrinsic to the tissue affinity of a drug.

    abstract::The single pass mean residence time in peripheral tissues, tp1, is a characteristic constant of linear pharmacokinetic systems and nonlinear systems with linear distribution kinetics. It is descriptive of distribution kinetics in such systems and is not dependent on elimination kinetics as are other related parameters...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.2600751202

    authors: Veng-Pedersen P,Gillespie WR

    更新日期:1986-12-01 00:00:00

  • Simultaneous high-performance liquid chromatographic determination of chlordiazepoxide and amitriptyline hydrochloride in two-component tablet formulations.

    abstract::A rapid, precise, and accurate high-performance liquid chromatographic procedure is presented for the stimultaneous determination of amitriptyline hydrochloride and chlordiazepoxide in two-component tablet formulations. The impurities and decomposition products of both components were separated, making the determinati...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.2600690204

    authors: Burke D,Sokoloff H

    更新日期:1980-02-01 00:00:00

  • Distribution and elimination of poly(methyl methacrylate) nanoparticles after subcutaneous administration to rats.

    abstract::Poly(methyl [1-14C]methacrylate) nanoparticles were injected subcutaneously into rats. Almost all of the radioactivity stayed at the injection site. After an initial urinary and fecal excretion of approximately 1% of the administered dose per day, the rate of elimination dropped to a low level (approximately 0.005%/da...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.2600721009

    authors: Kreuter J,Nefzger M,Liehl E,Czok R,Voges R

    更新日期:1983-10-01 00:00:00

  • Combined Treatment of Tyrosine Kinase Inhibitor-Labeled Gold Nanorod Encapsulated Albumin With Laser Thermal Ablation in a Renal Cell Carcinoma Model.

    abstract::To characterize and evaluate human serum albumin-encapsulated nanoparticles for drug delivery of a tyrosine kinase inhibitor combined with induction of photothermal ablation combination therapy of renal cell carcinoma (RCC), nanoparticles of varying preparations and concentrations were characterized via zeta potential...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1016/j.xphs.2015.11.017

    authors: Callaghan C,Peralta D,Liu J,Mandava SH,Maddox M,Dash S,Tarr MA,Lee BR

    更新日期:2016-01-01 00:00:00

  • Differential thermal, solubility, and aging studies on various sources of digoxin and digitoxin powder: biopharmaceutical implications.

    abstract::Unlike most organic compounds, both digoxin and digitoxin melted over a wide temperature range, with the widest range being 88 and 33 degrees for both compounds, respectively. Furthermore, the melting ranges varied markedly among several untriturated powders obtained from commercial sources and after recrystallization...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.2600681008

    authors: Chiou WL,Kyle LE

    更新日期:1979-10-01 00:00:00

  • Dequaternization of curare bases with sodium thiophenoxide and ethanolamine.

    abstract::To prepare (+)-tubocurine and O,O-dimethyl-(+)-tubocurine, the commonly used dequaternization procedures with sodium theophenoxide and ethanolamine were investigated. The quaternary compounds were (+)-tubocurarine chloride and the chloride and iodide salts of O,O-dimethyl-(+)-chondocurarine. The results obtained with ...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.2600670904

    authors: Naghaway JA,Soine TO

    更新日期:1978-09-01 00:00:00

  • Coated Lipidic Nanoparticles as a New Strategy for Enhancing Nose-to-Brain Delivery of a Hydrophilic Drug Molecule.

    abstract::Oral Almotriptan maleate (ALM) is used in the treatment of migraine; however, due to its extreme aqueous solubility, shows poor penetration and lesser concentration in the brain thus requiring frequent oral dosing. Being flexible and lipophilic in nature, nanostructured lipid carriers (NLCs) represent a promising tool...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1016/j.xphs.2020.04.007

    authors: Salem LH,El-Feky GS,Fahmy RH,El Gazayerly ON,Abdelbary A

    更新日期:2020-07-01 00:00:00

  • Preclinical pharmacokinetic evaluation of resveratrol trimethyl ether in sprague-dawley rats: the impacts of aqueous solubility, dose escalation, food and repeated dosing on oral bioavailability.

    abstract::Resveratrol trimethyl ether (trans-3,5,4'-trimethoxystilbene, RTE) is a naturally occurring and pharmacologically active resveratrol derivative. To evaluate its suitability as a drug candidate, a pharmacokinetic study was carried out in Sprague-Dawley rats with the emphasis to identify the impact of aqueous solubility...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.22588

    authors: Lin HS,Ho PC

    更新日期:2011-10-01 00:00:00

  • Do not drop: mechanical shock in vials causes cavitation, protein aggregation, and particle formation.

    abstract::Industry experience suggests that g-forces sustained when vials containing protein formulations are accidentally dropped can cause aggregation and particle formation. To study this phenomenon, a shock tower was used to apply controlled g-forces to glass vials containing formulations of two monoclonal antibodies and re...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.24259

    authors: Randolph TW,Schiltz E,Sederstrom D,Steinmann D,Mozziconacci O,Schöneich C,Freund E,Ricci MS,Carpenter JF,Lengsfeld CS

    更新日期:2015-02-01 00:00:00

  • High Sensitivity Detection of a Solubility Limiting Surface Transformation of Drug Particles by DNP SENS.

    abstract::We investigate the presence of a surface species for the active pharmaceutical ingredient (API) AZD9496 with dynamic nuclear polarization surface enhanced nuclear spectroscopy (DNP SENS). We show that using DNP we can elucidate the presence of an amorphous form of the API at the surface of crystalline particles of the...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1016/j.xphs.2020.12.037

    authors: Viger-Gravel J,Pinon AC,Björgvinsdóttir S,Skantze U,Svensk Ankarberg A,Von Corswant C,Schantz S,Emsley L

    更新日期:2021-01-05 00:00:00

  • Disposition kinetics of nicotine and cotinine enantiomers in rabbits and beagle dogs.

    abstract::The disposition kinetics of nicotine and cotinine enantiomers was determined in rabbits. The clearance of (R)-nicotine was similar to that of (S)-nicotine, but clearance of (R)-cotinine was twice that of (S)-cotinine. Fractional conversions of both enantiomers of nicotine to cotinine were approximately 50%. These resu...

    journal_title:Journal of pharmaceutical sciences

    pub_type: 杂志文章

    doi:10.1002/jps.2600770508

    authors: Jacob P 3rd,Benowitz NL,Copeland JR,Risner ME,Cone EJ

    更新日期:1988-05-01 00:00:00