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1.
Mol Pharm ; 21(5): 2406-2414, 2024 May 06.
Article in English | MEDLINE | ID: mdl-38639477

ABSTRACT

The dissolution testing method described in the United States Pharmacopeia (USP) Chapter ⟨711⟩ is widely used for assessing the release of active pharmaceutical ingredients from solid dosage forms. However, extensive use over the years has revealed certain issues, including high experimental intervariability observed in specific formulations and the settling of particles in the dead zone of the vessel. To address these concerns and gain a comprehensive understanding of the hydrodynamic conditions within the USP 2 apparatus, computational fluid dynamic simulations have been employed in this study. The base design employed in this study is the 900 mL USP 2 vessel along with a paddle stirrer at a 50 rpm rotational speed. Additionally, alternative stirrer designs, including the hydrofoil, pitched blade, and Rushton impeller, are investigated. A comparison is also made between a flat-bottom tank and the USP round-bottom vessel of the same volume and diameter. Furthermore, this work examines the impact of various parameters, such as clearance distance (distance between the bottom of the impeller and bottom of the vessel), number of impeller blades, impeller diameter, and impeller attachment angle. The volume-average shear rate (Stv), fluid velocity (Utv), and energy dissipation rates (ϵtv) represent the key properties evaluated in this study. Comparing the USP2 design and systems with the same stirrer but flat-bottom vessel reveals more homogeneous mixing compared to the USP2 design. Analyzing fluid flow streamlines in different designs demonstrates that hydrofoil stirrers generate more suspension or upward movement of fluid compared to paddle stirrers. Therefore, when impellers are of a similar size, hydrofoil designs generate higher fluid velocities in the coning area. Furthermore, the angle of blade attachment to the hub influences the fluid velocity in the coning area in a way that the 60° angle design generates more suspension than the 45° angle design. The findings indicate that the paddle stirrer design leads to a heterogeneous shear rate and velocity distributions within the vessel compared with the other designs, suggesting suboptimal performance. These insights provide valuable guidance for the development of improved in vitro dissolution testing devices, emphasizing the importance of optimized design considerations to minimize hydrodynamic variability, enhance dissolution characterization, and reduce variability in dissolution test results. Ultimately, such advancements hold potential for improving in vitro-in vivo correlations in drug development.


Subject(s)
Hydrodynamics , Solubility , Drug Liberation , Chemistry, Pharmaceutical/methods , Pharmacopoeias as Topic , Computer Simulation , Equipment Design , Drug Compounding/methods , United States
2.
Mol Pharm ; 21(1): 201-215, 2024 Jan 01.
Article in English | MEDLINE | ID: mdl-38115627

ABSTRACT

The authors present a steady-state-, particle-size-, and dose-dependent dissolution-permeation model that describes particle dissolution within the concentration boundary layer (CBL) adjacent to a semipermeable surface. It is critical to understand how particle size and dose affect the behavior of dissolving particles in the presence of a CBL adjacent to a semipermeable surface both in vivo and in vitro. Control of particle size is ubiquitous in the pharmaceutical industry; however, traditional pharmaceutical assumptions of particle dissolution typically ignore particle dissolution within the length scale of the CBL. The CBL does not physically prevent particles from traveling to the semipermeable surface (mucus, epithelial barrier, synthetic membrane, etc.), and particle dissolution can occur within the CBL thickness (δC) if the particle is sufficiently small (∼dparticle ≤ δC). The total flux (the time rate transport of molecules across the membrane surface per unit area) was chosen as a surrogate parameter for measuring the additional mass generated by particles dissolving within the donor CBL. Mass transfer experiments aimed to measure the total flux of drug using an ultrathin large-area membrane diffusion cell described by Sinko et al. with a silicone-based membrane ( Mol. Pharmaceutics 2020, 17, (7) 2319-2328, DOI: 10.1021/acs.molpharmaceut.0c00040). Suspensions of ibuprofen, a model weak-acid drug, with three different particle-size distributions with average particle diameters of 6.6, 37.4, and 240 µm at multiple doses corresponding to a range of suspension concentrations with dimensionless dose numbers of 2.94, 14.7, 147, and 588 were used to test the model. Experimentally measured total flux across the semipermeable membrane/CBL region agreed with the predictions from the proposed model, and at a range of relatively low suspension concentrations, dependent on the average particle size, there was a measurable effect on the flux due to the difference in δC that formed at the membrane surface. Additionally, the dose-dependent total flux across the membrane was up to 10% higher than the flux predicted by the standard Higuchi-Hiestand dissolution model where the effects of confinement were ignored as described by Wang et al. ( Mol. Pharmaceutics 2012, 9 (5), 1052-1066, DOI: 10.1021/mp2002818).


Subject(s)
Particle Size , Solubility , Diffusion
3.
Pharm Res ; 41(5): 937-945, 2024 May.
Article in English | MEDLINE | ID: mdl-38698196

ABSTRACT

BACKGROUND: Phosphate buffer is often used as a replacement for the physiological bicarbonate buffer in pharmaceutical dissolution testing, although there are some discrepancies in their properties making it complicated to extrapolate dissolution results in phosphate to the in vivo situation. This study aims to characterize these discrepancies regarding solubility and dissolution behavior of ionizable compounds. METHODS: The dissolution of an ibuprofen powder with a known particle size distribution was simulated in silico and verified experimentally in vitro at two different doses and in two different buffers (5 mM pH 6.8 bicarbonate and phosphate). RESULTS: The results showed that there is a solubility vs. dissolution mismatch in the two buffers. This was accurately predicted by the in-house simulations based on the reversible non-equilibrium (RNE) and the Mooney models. CONCLUSIONS: The results can be explained by the existence of a relatively large gap between the initial surface pH of the drug and the bulk pH at saturation in bicarbonate but not in phosphate, which is caused by not all the interfacial reactions reaching equilibrium in bicarbonate prior to bulk saturation. This means that slurry pH measurements, while providing surface pH estimates for buffers like phosphate, are poor indicators of surface pH in the intestinal bicarbonate buffer. In addition, it showcases the importance of accounting for the H2CO3-CO2 interconversion kinetics to achieve good predictions of intestinal drug dissolution.


Subject(s)
Bicarbonates , Drug Liberation , Ibuprofen , Phosphates , Solubility , Buffers , Bicarbonates/chemistry , Hydrogen-Ion Concentration , Ibuprofen/chemistry , Phosphates/chemistry , Particle Size , Computer Simulation , Powders/chemistry , Kinetics , Chemistry, Pharmaceutical/methods
4.
Pharm Res ; 40(11): 2607-2626, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37783928

ABSTRACT

This review is a revisit of various oral drug absorption models developed in the past decades, focusing on how to incorporate the physiological dynamics in the upper gastrointestinal (GI) tract. For immediate-release oral drugs, GI absorption is a critical input of drug exposure and subsequent human body response, yet difficult to model largely due to the complex GI environment. One of the biggest hurdles lies at capturing the high within-subject variability (WSV) of bioavailability measures, which can be mechanistically explained by the GI physiological dynamics. A thorough summary of how GI dynamics is handled in the absorption models would promote the development of mechanism-based oral drug absorption models, aid in the design of clinical studies regarding dosing regimens and bioequivalence studies based on WSV, and advance the decision-making on formulation selection.


Subject(s)
Gastrointestinal Tract , Upper Gastrointestinal Tract , Adult , Humans , Gastrointestinal Tract/metabolism , Solubility , Administration, Oral , Gastrointestinal Absorption , Intestinal Absorption/physiology
5.
Mol Pharm ; 19(7): 2048-2060, 2022 07 04.
Article in English | MEDLINE | ID: mdl-35603895

ABSTRACT

The prodrug mycophenolate mofetil (MMF), which is presystemically hydrolyzed into the pharmacologically active compound mycophenolic acid (MPA), has been widely used for the prophylaxis of acute allograft rejection in solid organ transplantation. However, the huge variability in the plasma concentration level makes the development of MMF drug products difficult due to the great challenge of meeting the traditional bioequivalence (BE) limits. Numerous models have been developed in the past decade to explain the variability, with the emphasis on characterizing the enterohepatic circulation. While the variability arising from systemic appearance can also contribute to the remarkable MPA variability to a great extent, it has been ignored for long for this Biopharmaceutics Classification System class 2 drug. To improve the design of the BE study for this highly variable (HV) drug, the variability of MMF pharmacokinetic (PK) profiles focusing on the absorption process was explored in a population approach. A total of 81 Chinese adult liver transplant recipients were enrolled and had their plasma concentrations of MPA and its metabolites measured by HPLC during one visit or multiple visits in a long-term MMF regimen. The population models were developed using NONMEM, and the data and the results of the model were analyzed by R. Two population PK models of MMF focusing on the absorption process were developed based on the plasma concentrations of MPA and its major metabolite 7-O-MPA-ß-glucuronide (MPAG). The MPA PK profiles were best characterized by a two-compartment disposition model with zero inter-individual variability (IIV) of elimination coefficient (K20), lag time, but considerable intra-individual variability (IAV) in the form of inter-occasion variability regarding systemic appearance coefficient, K20, and central volume of distribution, when just using MPA plasma concentrations as observations. The second model took into consideration the EHC by including MPAG profiles as well. The results from both models showcased that the IAV played a far more significant role than the IIV in accounting for the variability of the MMF systemic appearance. This is in line with what was found in the BE study: the within-subject variability (WSV) of BE measures largely exceeded the corresponding between-subject variability. The great WSV of MMF can be mechanistically explained by the interplay of dissolution and solubility with the gastrointestinal (GI) physiological dynamics, especially the gastric emptying (GE) in the fasting state regulated by migrating motor complex, and GE and pH variations in the fed state by the caloric content with irregular patterns of GI motility and secretion. The results implied that for the immediate-release solid oral dosage forms of MMF, running a regular in vitro dissolution test for the fasting state and developing a predictive in vitro dissolution test with sufficient simulation of the GE dynamics and proximal small intestinal pH fluctuations for the fed state would be excellent surrogates for the in vivo BE test. Furthermore, a physiologically based predictive in vitro dissolution test under both fasting and fed conditions would be a new trend for the BE studies of all other HV drug products.


Subject(s)
Immunosuppressive Agents , Mycophenolic Acid , Computer Simulation , Solubility , Therapeutic Equivalency
6.
Mol Pharm ; 18(9): 3326-3341, 2021 09 06.
Article in English | MEDLINE | ID: mdl-34428047

ABSTRACT

Orally dosed drugs must dissolve in the gastrointestinal (GI) tract before being absorbed through the epithelial cell membrane. In vivo drug dissolution depends on the GI tract's physiological conditions such as pH, residence time, luminal buffers, intestinal motility, and transit and drug properties under fed and fasting conditions (Paixão, P. et al. Mol. Pharm.2018 and Bermejo, et al. M. Mol. Pharm.2018). The dissolution of an ionizable drug may benefit from manipulating in vivo variables such as the environmental pH using pH-modifying agents incorporated into the dosage form. A successful example is the use of such agents for dissolution enhancement of BCS class IIb (high-permeability, low-solubility, and weak base) drugs under high gastric pH due to the disease conditions or by co-administration of acid-reducing agents (i.e., proton pump inhibitors, H2-antagonists, and antacids). This study provides a rational approach for selecting pH modifiers to improve monobasic and dibasic drug compounds' dissolution rate and extent under high-gastric pH dissolution conditions, since the oral absorption of BCS class II drugs can be limited by either the solubility or the dissolution rate depending on the initial dose number. Betaine chloride, fumaric acid, and tartaric acid are examples of promising pH modifiers that can be included in oral dosage forms to enhance the rate and extent of monobasic and dibasic drug formulations. However, selection of a suitable pH modifier is dependent on the drug properties (e.g., solubility and pKa) and its interplay with the pH modifier pKa or pKas. As an example of this complex interaction, for basic drugs with high pKa and intrinsic solubility values and large doses, a polyprotic pH modifier can be expected to outperform a monoacid pH modifier. We have developed a hierarchical mass transport model to predict drug dissolution of formulations under varying pH conditions including high gastric pH. This model considers the effect of physical and chemical properties of the drug and pH modifiers such as pKa, solubility, and particle size distribution. This model also considers the impact of physiological conditions such as stomach emptying rate, stomach acid and buffer secretion, residence time in the GI tract, and aqueous luminal volume on drug dissolution. The predictions from this model are directly applicable to in vitro multi-compartment dissolution vessels and are validated by in vitro experiments in the gastrointestinal simulator. This model's predictions can serve as a potential data source to predict plasma concentrations for formulations containing pH modifiers administered under the high-gastric pH conditions. This analysis provides an improved formulation design procedure using pH modifiers by minimizing the experimental iterations under both in vitro and in vivo conditions.


Subject(s)
Excipients/pharmacology , Gastrointestinal Absorption/drug effects , Hydrogen-Ion Concentration/drug effects , Models, Biological , Administration, Oral , Betaine/pharmacology , Biological Availability , Chemistry, Pharmaceutical , Computer Simulation , Drug Design , Drug Liberation , Fumarates/pharmacology , Humans , Solubility , Tartrates/pharmacology
7.
Mol Pharm ; 17(7): 2319-2328, 2020 07 06.
Article in English | MEDLINE | ID: mdl-32501703

ABSTRACT

Preclinical evaluation of modern oral dosage forms requires more advanced in vitro devices as the trend of selecting low solubility, high permeability compounds for commercial development continues. Current dissolution methodologies may not always be suitable for such compounds due to excessive fluid volume, high fluid shear rates, heterogeneity of shear rates, suboptimal fluid flow, and, ultimately, the lack of absorption ability (Gray The Science of USP 1 and 2 Dissolution: Present Challenges and Future Relevance; Pharmaceutical Research, 2009; Vol. 26; pp 1289-1302). Herein, a new dissolution apparatus is introduced in combination with an ultrathin, semipermeable polymer membrane that mimics human passive absorption for lipophilic compounds. The ultrathin large-area polydimethylsiloxane (PDMS) membrane (UTLAM) absorption system is designed to mimic the dissolution and passive transcellular diffusion process representing the oral absorption pathway. A simple spin-casting method was developed to fabricate the ultrathin highly uniform membranes. To minimize membrane resistance to diffusion and maximize transport across the polymer membrane, 10-40 µm PDMS membranes were successfully prepared. A new diffusion cell was designed and tested to support the UTLAM and incorporates a hydrofoil impeller for more desirable hydrodynamics and mixing, using ibuprofen as a model weak acidic drug. UTLAM permeability was sufficiently high that the aqueous boundary layer contributed to the overall permeability of the system. This diffusion cell system demonstrated that, when the aqueous diffusion layer contributes to the overall resistance to transport, the pH at which absorption is 50% of maximum (pH50%) shifts from the pKa to higher values, demonstrating why weak acid drugs can exhibit high absorption at pH's significantly greater than their pKa. High rates of transport across the UTLAM are possible for drugs with high partition coefficients (i.e., BCS II compounds even under mostly ionized conditions), and PDMS UTLAMs may be tailored to simulate human intestinal passive absorption rates.


Subject(s)
Dimethylpolysiloxanes/chemistry , Drug Liberation , Hydrodynamics , Ibuprofen/pharmacokinetics , Membranes, Artificial , Models, Biological , Administration, Oral , Computer Simulation , Diffusion , Humans , Hydrogen-Ion Concentration , Intestinal Absorption , Permeability , Solubility , Solutions/pharmacokinetics
8.
Mol Pharm ; 17(10): 3870-3884, 2020 10 05.
Article in English | MEDLINE | ID: mdl-32886520

ABSTRACT

Dissolution is a crucial process for the oral delivery of drug products. Before being absorbed through epithelial cell membranes to reach the systemic circulation, drugs must first dissolve in the human gastrointestinal (GI) tract. In vivo and in vitro dissolutions are complex because of their dependency upon the drug physicochemical properties, drug product, and GI physiological properties. However, an understanding of this process is critical for the development of robust drug products. To enhance our understanding of in vivo and in vitro dissolutions, a hierarchical mass transfer (HMT) model was developed that considers the drug properties, GI fluid properties, and fluid hydrodynamics. The key drug properties include intrinsic solubility, acid/base character, pKa, particle size, and particle polydispersity. The GI fluid properties include bulk pH, buffer species concentration, fluid shear rate, and fluid convection. To corroborate the model, in vitro dissolution experiments were conducted in the United States Pharmacopeia (USP) 2 dissolution apparatus. A weakly acidic (ibuprofen), a weakly basic (haloperidol), and a nonionizable (felodipine) drug were used to study the effects of the acid/base character, pKa, and intrinsic solubility on dissolution. 900 mL of 5 mM bicarbonate and phosphate buffers at pH 6.5 and 37 °C was used to study the impact of the buffer species on drug dissolution. To investigate the impacts of fluid shear rate and convection, the apparatus was operated at different impeller rotational speeds. Moreover, presieved ibuprofen particles with different average diameters were used to investigate the effect of particle size on drug dissolution. In vitro experiments demonstrate that the dissolution rates of both the ionizable compounds used in this study were slower in bicarbonate buffer than in phosphate buffer, with the same buffer concentration, because of the lower interfacial buffer capacity, a unique behavior of bicarbonate buffer. Therefore, using surrogates (i.e., 50 mM phosphate) for bicarbonate buffer for biorelevant in vitro dissolution testing may overestimate the in vivo dissolution rate for ionizable drugs. Model simulations demonstrated that, assuming a monodisperse particle size when modeling, dissolution may overestimate the dissolution rate for polydisperse particle size distributions. The hydrodynamic parameters (maximum shear rate and fluid velocity) under in vitro conditions in the USP 2 apparatus under different rotational speeds are orders of magnitude higher compared to the in vivo situation. The inconsistencies between the in vivo and in vitro drug dissolution hydrodynamic conditions may cause an overestimation of the dissolution rate under in vitro conditions. The in vitro dissolution data supported the accuracy of the HMT for drug dissolution. This is the first drug dissolution model that incorporates the effect of the bulk pH and buffer concentration on the interfacial drug particle solubility of ionizable compounds, combined with the medium hydrodynamics effect (diffusion, convection, shear, and confinement components), and drug particle size distribution.


Subject(s)
Chemistry, Pharmaceutical , Drug Liberation , Models, Chemical , Buffers , Cheminformatics , Diffusion , Hydrodynamics , Hydrogen-Ion Concentration , Kinetics , Particle Size , Solubility
9.
Mol Pharm ; 17(5): 1706-1714, 2020 05 04.
Article in English | MEDLINE | ID: mdl-32196348

ABSTRACT

Prodrug discovery and development in the pharmaceutical industry have been hampered by a lack of knowledge of prodrug activation pathways. Such knowledge would minimize the risks of prodrug failure by enabling proper selection of preclinical animal models, prediction of pharmacogenomic variability, and identification of drug-drug interactions. Technologies for annotation of activating enzymes have not kept pace with the growing need. Activity-based protein profiling (ABPP) has matured considerably in recent decades, leading to widespread use in the pharmaceutical industry. Here, we report the extension of competitive ABPP (cABPP) to prodrug-activating enzyme identification in stable isotope-labeled cell lysates using a modified fluorophosphonate probe. Focusing on the antiviral ester prodrug valacyclovir (VACV), we identified serine hydrolase RBBP9 as an activating enzyme in Caco-2 cells via shotgun proteomics, validating the activity via the selective inhibitor emetine (EME). Kinetic characterization of RBBP9 revealed a catalytic efficiency (kcat·KM-1 = 104 mM-1·s-1) comparable to that of BPHL, the only known VACV-activating enzyme prior to this work. EME incubation in wild-type and Bphl-knockout jejunum and liver lysates demonstrated the near-exclusivity of VACV activation by RBBP9 in the intestine. Additionally, these studies showed that RBBP9 and BPHL are the two major and coequal VACV-activating enzymes in the liver. Single-pass intestinal perfusions of VACV ± EME in mice showed EME coperfusion significantly inhibited the intestinal activation of VACV, implying the in vivo relevance of RBBP9-mediated VACV activation. We envision that others might use the cABPP approach in the future for global, rapid, and efficient discovery of prodrug-activating enzymes.


Subject(s)
Cell Cycle Proteins/metabolism , Intracellular Signaling Peptides and Proteins/metabolism , Neoplasm Proteins/metabolism , Proteomics/methods , Valacyclovir/metabolism , Activation, Metabolic , Animals , Caco-2 Cells , Cell Cycle Proteins/antagonists & inhibitors , Humans , Intracellular Signaling Peptides and Proteins/antagonists & inhibitors , Mice , Mice, Inbred C57BL , Neoplasm Proteins/antagonists & inhibitors , Prodrugs/metabolism
10.
Mol Pharm ; 16(6): 2626-2635, 2019 06 03.
Article in English | MEDLINE | ID: mdl-31013101

ABSTRACT

The main buffering system influencing ionizable drug dissolution in the human intestinal fluid is bicarbonate-based; however, it is rarely used in routine pharmaceutical practice due to the volatility of dissolved CO2. The typical pharmaceutical buffers used fail to capture the unique aspects of the hydration-dehydration kinetics of the bicarbonate-CO2 system. In particular, CO2 is involved in a reversible interconversion with carbonic acid (H2CO3), which is the actual conjugate acid of the system, as follows CO2 + H2O ⇌ H2CO3. In contrast to ionization reactions, this interconversion does not equilibrate very rapidly compared to the diffusional processes through a typical fluid diffusion boundary layer at a solid-liquid interface. In this report, a mathematical mass transport analysis was developed for ionizable drug dissolution in bicarbonate using the rules of conservation of mass and electric charge in addition to accounting for the diffusional times and reaction rate constants of the CO2-H2CO3 interconversion. This model, which includes both the hydration reaction rate and dehydration reaction rate, we called the "reversible non-equilibrium" (RNE) model. The predictions made by this RNE approach for ionizable drug dissolution rates were compared to the experimental data generated by an intrinsic dissolution method for three ionizable drugs, indomethacin, ibuprofen, and haloperidol. The results demonstrate the superiority of predictions for the RNE approach compared to the predictions of a model assuming equilibrium between CO2 and H2CO3, as well as models ignoring reactions. The analysis also shows that bicarbonate buffer can be viewed as having an effective p Ka in the boundary layer that is different from that in bulk and is hydrodynamics-dependent.


Subject(s)
Bicarbonates/chemistry , Carbon Dioxide/chemistry , Carbonic Acid/chemistry , Hydrogen-Ion Concentration , Kinetics
11.
Mol Pharm ; 15(6): 2107-2115, 2018 06 04.
Article in English | MEDLINE | ID: mdl-29504768

ABSTRACT

Fasted-state gastrointestinal (GI) fluid transit is typically represented as a first-order, deterministic process (averaged and viewed as a continuous approximation). It is, however, most likely a discrete process involving fluid packets interrupted by variable time periods of little to no fluid emptying. In this report we present a physiologically based pulsed-packet gastric fluid emptying model and evaluate it with respect to recent gastrointestinal fluid volume emptying results, published gastric emptying of various dosage forms, and gastric fluid emptying as a function of GI motility. We develop the mathematical model for gastric emptying of discrete volumes emptied during intermittent pulse times of variable lengths, defined as a function of gastric motility utilizing a Poisson point process with motility-dependent intensity. We compare the simulations with observed gastric emptying results. The discrete pulse packet gastric volumetric emptying model is a more physiologically realistic mathematical model for gastric emptying, and it accounts well for the average observed emptying rates and, importantly, encompasses the variability of of observed volume and dosage form emptying rates.


Subject(s)
Fasting/physiology , Gastric Emptying/physiology , Models, Biological , Healthy Volunteers , Humans , Magnetic Resonance Imaging , Stochastic Processes , Stomach/diagnostic imaging , Stomach/physiology
12.
Mol Pharm ; 20(12): 5947-5948, 2023 Dec 04.
Article in English | MEDLINE | ID: mdl-38044834
13.
Mol Pharm ; 15(2): 410-419, 2018 02 05.
Article in English | MEDLINE | ID: mdl-29251944

ABSTRACT

The prodrug strategy has been frequently employed as a chemical approach for overcoming the disadvantages of existing parent drugs. In this report, we synthesized four monoester prodrugs of ganciclovir, an anticytomegalovirus drug, and demonstrated their potential advantages in protease-targeted activation and biopharmaceutical profiles over the parent compound. We demonstrated that these four prodrugs of ganciclovir, i.e., N-benzyloxycarbonyl-(L)-alanine-ganciclovir (CbzAlaGCV), N-benzyloxycarbonyl-(α,l)-aminobutyric acid-ganciclovir (CbzAbuGCV), N-acetyl-(l)-phenylalanine-(l)-alanine-ganciclovir (AcPheAlaGCV), and N-acetyl-(l)-phenylalanine-(α,l)-aminobutyric acid-ganciclovir (AcPheAbuGCV), are hydrolytically activated by the protease of human cytomegalovirus (hCMV), a serine protease that possesses intrinsic esterase activities. CbzAlaGCV and AcPheAlaGCV were found to be activated at a higher rate by the hCMV protease than CbzAbuGCV and AcPheAbuGCV. These ganciclovir prodrugs could potentially be targeted to selective activation by the hCMV protease which is only present at the viral infection sites, thereby achieving higher efficacy and lower systemic toxicity. The tissue stability, cellular uptake, and trans-epithelial transport of these ganciclovir prodrugs were also characterized. The N-acetylated dipeptide prodrugs of ganciclovir were found to be generally more stable than Cbz-amino acid prodrugs in various tissue matrices. Among the four prodrug candidates, AcPheAbuGCV was the most stable in human cell homogenates, plasma, and pooled liver microsomes. AcPheAbuGCV also possessed a superior cellular uptake profile and permeability across epithelial cell monolayers. Since the targeting and selective activation of a prodrug is determined by not only its rate of hydrolysis catalyzed by the hCMV protease target but also its biopharmaceutical properties, i.e., oral absorption and systemic availability, AcPheAbuGCV is considered the best overall candidate among the four ganciclovir prodrugs for further research and development for treatment of hCMV infection.


Subject(s)
Antiviral Agents/pharmacology , Cytomegalovirus/drug effects , Ganciclovir/pharmacology , Prodrugs/pharmacology , Animals , Antiviral Agents/chemical synthesis , Antiviral Agents/metabolism , Caco-2 Cells , Cytomegalovirus/genetics , Cytomegalovirus/metabolism , Dipeptides/chemical synthesis , Dipeptides/metabolism , Dipeptides/pharmacology , Drug Development , Drug Stability , Esters/chemical synthesis , Esters/metabolism , Esters/pharmacology , Ganciclovir/metabolism , Humans , Hydrolysis , Microsomes, Liver , Models, Chemical , Prodrugs/chemical synthesis , Prodrugs/metabolism , Serine Endopeptidases/genetics , Serine Endopeptidases/metabolism
14.
Mol Pharm ; 15(11): 5291-5301, 2018 11 05.
Article in English | MEDLINE | ID: mdl-30362350

ABSTRACT

The bicarbonate buffer capacity is usually considered in a phase-homogeneous system, at equilibrium, with no CO2 transfer between the liquid buffer phase and another phase. However, typically, an in vitro bicarbonate buffer-based system is a phase-heterogeneous system, as it entails continuously sparging (bubbling) the dissolution medium with CO2 in a gas mixture, at constant ratio, to maintain a constant partial pressure of CO2 (g) and CO2(aq) molarity at a prescribed value, with CO2 diffusing freely between the gas and the aqueous phases. The human gastrointestinal tract is also a phase-heterogeneous system, with CO2 diffusing across the mucosal membrane into the mesenteric arterial blood, which serves as a sink for CO2 from the intestinal lumen. In this report, a mass transport analysis of the apparent buffer capacity of a phase-heterogeneous bicarbonate-CO2 system is developed. It is shown that, most significantly, a phase-heterogeneous bicarbonate-CO2 system can have a much higher buffer capacity than a phase-homogeneous system such that the buffer capacity is dependent on the bicarbonate concentration. It is double that of a phase-homogeneous system at the pH = p Ka for a monoprotic buffer at the same concentration. This buffer capacity enhancement increases hyperbolically with pH above the p Ka, thus providing a much stronger buffering to keep the pH in the physiologically neutral range. The buffer capacity will be dependent on the bicarbonate molarity (which in vivo will depend on the bicarbonate secretion rate) and not the pH of the luminal fluid. Further, there is no conjugate acid accumulation as a result of bicarbonate neutralization, since the resulting carbonic acid (H2CO3) rapidly dehydrates producing CO2 and H2O. The mass transport analysis developed in this report is further supported by in vitro experimental results. This enhanced bicarbonate buffer capacity in a phase-heterogeneous system is of physiological significance as well as significant for the dissolution and absorption of ionizable drugs.


Subject(s)
Bicarbonates/metabolism , Carbon Dioxide/metabolism , Drug Liberation , Intestinal Absorption , Intestine, Small/metabolism , Bicarbonates/chemistry , Buffers , Carbon Dioxide/chemistry , Chemistry, Pharmaceutical , Computer Simulation , Humans , Hydrogen-Ion Concentration , Intestine, Small/chemistry , Models, Biological , Phase Transition
15.
Mol Pharm ; 15(12): 5468-5478, 2018 12 03.
Article in English | MEDLINE | ID: mdl-30417648

ABSTRACT

Exploring the intraluminal behavior of an oral drug product in the human gastrointestinal (GI) tract remains challenging. Many in vivo techniques are available to investigate the impact of GI physiology on oral drug behavior in fasting state conditions. However, little is known about the intraluminal behavior of a drug in postprandial conditions. In a previous report, we described the mean solution and total concentrations of ibuprofen after oral administration of an immediate-release (IR) tablet in fed state conditions. In parallel, blood samples were taken to assess systemic concentrations. The purpose of this work was to statistically evaluate the impact of GI physiology (e.g., pH, contractile events) within and between individuals (intra and intersubject variability) for a total of 17 healthy subjects. In addition, a pharmacokinetic (PK) analysis was performed by noncompartmental analysis, and PK parameters were correlated with underlying physiological factors (pH, time to phase III contractions postdose) and study parameters (e.g., ingested amount of calories, coadministered water). Moreover, individual plasma profiles were deconvoluted to assess the fraction absorbed as a function of time, demonstrating the link between intraluminal and systemic behavior of the drug. The results demonstrated that the in vivo dissolution of ibuprofen depends on the present gastric pH and motility events at the time of administration. Both intraluminal factors were responsible for explaining 63% of plasma Cmax variability among all individuals. For the first time, an in-depth analysis was performed on a large data set derived from an aspiration/motility study, quantifying the impact of physiology on systemic behavior of an orally administered drug product in fed state conditions. The data obtained from this study will help us to develop an in vitro biorelevant dissolution approach and optimize in silico tools in order to predict the in vivo performance of orally administered drug products, especially in fed state conditions.


Subject(s)
Drug Liberation , Gastric Absorption/physiology , Ibuprofen/pharmacokinetics , Postprandial Period/physiology , Stomach/physiology , Administration, Oral , Adult , Area Under Curve , Biological Availability , Biological Variation, Individual , Biological Variation, Population/physiology , Computer Simulation , Datasets as Topic , Female , Food-Drug Interactions/physiology , Gastric Emptying/physiology , Healthy Volunteers , Humans , Hydrogen-Ion Concentration , Ibuprofen/administration & dosage , Male , Middle Aged , Models, Biological , Solubility , Tablets , Young Adult
16.
Mol Pharm ; 15(12): 5454-5467, 2018 12 03.
Article in English | MEDLINE | ID: mdl-30372084

ABSTRACT

The goal of this project was to explore and to statistically evaluate the responsible gastrointestinal (GI) factors that are significant factors in explaining the systemic exposure of ibuprofen, between and within human subjects. In a previous study, we determined the solution and total concentrations of ibuprofen as a function of time in aspirated GI fluids, after oral administration of an 800 mg IR tablet (reference standard) of ibuprofen to 20 healthy volunteers in fasted state conditions. In addition, we determined luminal pH and motility pressure recordings that were simultaneously monitored along the GI tract. Blood samples were taken to determine ibuprofen plasma levels. In this work, an in-depth statistical and pharmacokinetic analysis was performed to explain which underlying GI variables are determining the systemic concentrations of ibuprofen between (inter-) and within (intra-) subjects. In addition, the obtained plasma profiles were deconvoluted to link the fraction absorbed with the fraction dissolved. Multiple linear regressions were performed to explain and quantitatively express the impact of underlying GI physiology on systemic exposure of the drug (in terms of plasma Cmax/AUC and plasma Tmax). The exploratory analysis of the correlation between plasma Cmax/AUC and the time to the first phase III contractions postdose (TMMC-III) explains ∼40% of the variability in plasma Cmax for all fasted state subjects. We have experimentally shown that the in vivo intestinal dissolution of ibuprofen is dependent upon physiological variables like, in this case, pH and postdose phase III contractions. For the first time, this work presents a thorough statistical analysis explaining how the GI behavior of an ionized drug can explain the systemic exposure of the drug based on the individual profiles of participating subjects. This creates a scientifically based and rational framework that emphasizes the importance of including pH and motility in a predictive in vivo dissolution methodology to forecast the in vivo performance of a drug product. Moreover, as no extensive first-pass metabolism is considered for ibuprofen, this study demonstrates how intraluminal drug behavior is reflecting the systemic exposure of a drug.


Subject(s)
Drug Liberation , Fasting/physiology , Gastrointestinal Absorption/physiology , Gastrointestinal Tract/physiology , Ibuprofen/pharmacokinetics , Administration, Oral , Adult , Area Under Curve , Biological Availability , Biological Variation, Individual , Biological Variation, Population/physiology , Datasets as Topic , Female , Healthy Volunteers , Humans , Hydrogen-Ion Concentration , Ibuprofen/administration & dosage , Male , Middle Aged , Models, Biological , Solubility , Tablets , Young Adult
17.
Br J Clin Pharmacol ; 84(10): 2231-2241, 2018 10.
Article in English | MEDLINE | ID: mdl-29846973

ABSTRACT

AIMS: Unavailability and lack of appropriate, effective and safe formulations are common problems in paediatric therapeutics. Key factors such as swallowing abilities, organoleptic preferences and dosage requirements determine the need for optimization of formulations. The provisional Biopharmaceutics Classification System (BCS) can be used in paediatric formulation design as a risk analysis and optimization tool. The objective of this study was to classify six neglected tropical disease drugs following a provisional paediatric BCS (pBCS) classification adapted to three paediatric subpopulations (neonates, infants and children). METHODS: Albendazole, benznidazole, ivermectin, nifurtimox, praziquantel and proguanil were selected from the 5th edition of the Model List of Essential Medicines for Children from the World Health Organization. Paediatric drug solubility classification was based on dose number calculation. Provisional permeability classification was based on log P comparison versus metoprolol log P value, assuming passive diffusion absorption mechanisms and no changes in passive membrane permeability between paediatric patients and adults. pBCS classes were estimated for each drug, according to different doses and volumes adapted for each age stage and were compared to the adult classification. RESULTS: All six drugs were classified into provisional pBCS in the three paediatric subpopulations. Three drugs maintained the same classification as for adults, ivermectin and benznidazole changed solubility class from low to high in neonates and proguanil changed from low to high solubility in all age stages. CONCLUSION: Provisional pBCS classification of these six drugs shows potential changes in the limiting factors in oral absorption in paediatrics, depending on age stage, compared to the adult population. This valuable information will aid the optimization of paediatric dosing and formulations and can identify bioinequivalence risks when comparing different formulations and paediatric populations.


Subject(s)
Antiprotozoal Agents/pharmacokinetics , Drugs, Essential/pharmacokinetics , Neglected Diseases/drug therapy , Protozoan Infections/drug therapy , Administration, Oral , Age Factors , Antiprotozoal Agents/administration & dosage , Antiprotozoal Agents/classification , Biopharmaceutics/classification , Child , Child, Preschool , Drug Design , Drugs, Essential/administration & dosage , Drugs, Essential/classification , Gastrointestinal Absorption , Humans , Infant , Infant, Newborn , Neglected Diseases/classification , Neglected Diseases/parasitology , Permeability , Protozoan Infections/classification , Protozoan Infections/parasitology , Solubility , World Health Organization
18.
Mol Pharm ; 14(4): 1181-1189, 2017 04 03.
Article in English | MEDLINE | ID: mdl-28231003

ABSTRACT

Weakly basic drugs exhibit a pH-dependent dissolution profile in the gastrointestinal (GI) tract, which makes it difficult to predict their oral absorption profile. The aim of this study was to investigate the utility of the gastrointestinal simulator (GIS), a novel in vivo predictive dissolution (iPD) methodology, in predicting the in vivo behavior of the weakly basic drug dipyridamole when coupled with in silico analysis. The GIS is a multicompartmental dissolution apparatus, which represents physiological gastric emptying in the fasted state. Kinetic parameters for drug dissolution and precipitation were optimized by fitting a curve to the dissolved drug amount-time profiles in the United States Pharmacopeia apparatus II and GIS. Optimized parameters were incorporated into mathematical equations to describe the mass transport kinetics of dipyridamole in the GI tract. By using this in silico model, intraluminal drug concentration-time profile was simulated. The predicted profile of dipyridamole in the duodenal compartment adequately captured observed data. In addition, the plasma concentration-time profile was also predicted using pharmacokinetic parameters following intravenous administration. On the basis of the comparison with observed data, the in silico approach coupled with the GIS successfully predicted in vivo pharmacokinetic profiles. Although further investigations are still required to generalize, these results indicated that incorporating GIS data into mathematical equations improves the predictability of in vivo behavior of weakly basic drugs like dipyridamole.


Subject(s)
Dipyridamole/pharmacokinetics , Gastrointestinal Tract/metabolism , Administration, Intravenous/methods , Administration, Oral , Aged , Female , Gastric Emptying/physiology , Humans , Hydrogen-Ion Concentration , Intestinal Absorption/physiology , Kinetics , Male , Models, Biological , Solubility
19.
Mol Pharm ; 14(12): 4661-4674, 2017 12 04.
Article in English | MEDLINE | ID: mdl-29120190

ABSTRACT

The potential use of poly(dimethylsiloxane) (PDMS) as an in vitro biomimetic analogue of the passive drug absorption process in the human gastrointestinal tract (GI) is assessed. PDMS is biomimetic because of similarities in small molecule transport, such as mechanism, ionization selectivity, lipophilicity. Nine molecular probes are used to evaluate the transport pathways and properties used to predict human oral absorption rates. The transport pathways through PDMS (bulk/pore) are analogous to transcellular (TCDT) and paracellular (PCDT) drug transport pathways. PDMS PCDT is assessed using positronium annihilation lifetime spectroscopy (PALS) and partition experiments; TCDT using diffusion and partition experiments. PALS determined that PDMS pores were uniform (D ∼ 0.85 nm), isolated, and void volume was unaffected by drug accumulation after equilibrium partitioning. Therefore, there is no PCDT or convective flow through PDMS. A strong linear correlation exists between predicted octanol-water partition coefficients and PDMS partition coefficients (LogKPDMS = 0.736 × LogPO-W - 0.971, R2 = 0.981). The pH-partition hypothesis is confirmed in PDMS using ibuprofen over pH 2-12. Diffusivity through PDMS is a function of lipophilicity and polar surface area K × DPDMS = 4.46 × 10-8 × e2.91×LogKPDMS(R2 = 0.963) and [Formula: see text] (R2 = 0.973). Varying the mass% of curing agent changed the lipophilicity and diffusivity (p < 0.02), but not practically (K × D = 2.23 × 10-5cm2s-1 vs 2.60 × 10-5cm2s-1), and does affect elastic modulus (3.2% = 0.3 MPa to 25% = 3.2 MPa).


Subject(s)
Biomimetic Materials/chemistry , Dimethylpolysiloxanes/chemistry , Drug Liberation , In Vitro Techniques/methods , Oral Mucosal Absorption , Chemistry, Pharmaceutical , Drug Discovery/methods , Humans , Kinetics , Models, Biological , Octanols/chemistry , Spectrum Analysis , Water/chemistry
20.
Mol Pharm ; 14(2): 345-358, 2017 02 06.
Article in English | MEDLINE | ID: mdl-28009518

ABSTRACT

As an orally administered, locally acting gastrointestinal drug, mesalamine products are designed to achieve high local drug concentration in the gastrointestinal (GI) tract for the treatment of ulcerative colitis. The aim of this study was to directly measure and compare drug dissolution of three mesalamine formulations in human GI tract and to correlate their GI concentration with drug concentration in plasma. Healthy human subjects were orally administered Pentasa, Apriso, or Lialda. GI fluids were aspirated from stomach, duodenum, proximal jejunum, mid jejunum, and distal jejunum regions. Mesalamine (5-ASA) and its primary metabolite acetyl-5-mesalamine (Ac-5-ASA) were measured using LC-MS/MS. GI tract pH was measured from each GI fluid sample, which averaged 1.82, 4.97, 5.67, 6.17, and 6.62 in the stomach, duodenum, proximal jejunum, middle jejunum, and distal jejunum, respectively. For Pentasa, high levels of 5-ASA in solution were observed in the stomach, duodenum, proximal jejunum, mid jejunum, and distal jejunum from 1 to 7 h. Apriso had minimal 5-ASA levels in stomach, low to medium levels of 5-ASA in duodenum and proximal jejunum from 4 to 7 h, and high levels of 5-ASA in distal jejunum from 3 to 7 h. In contrast, Lialda had minimal 5-ASA levels from stomach and early small intestine. A composite appearance rate (CAR) was calculated from the deconvolution of individual plasma concentration to reflect drug release, dissolution, transit, and absorption in the GI tract. Individuals dosed with Pentasa had high levels of CAR from 1 to 10 h; individuals dosed with Apriso had low levels of CAR from 1 to 4 h and high levels of CAR from 5 to 10 h; Lialda showed minimal levels of CAR from 0 to 5 h, then increased to medium levels from 5 to 12 h, and then decreased to further lower levels after 12 h. In the colon region, Pentasa and Apriso showed similar levels of accumulated 5-ASA excreted in the feces, while Lialda showed slightly higher 5-ASA accumulation in feces. However, all three formulations showed similar levels of metabolite Ac-5-ASA in the feces. These results provide direct measurement of drug dissolution in the GI tract, which can serve as a basis for investigation of bioequivalence for locally acting drug products.


Subject(s)
Drug Liberation/physiology , Gastrointestinal Tract/metabolism , Mesalamine/metabolism , Administration, Oral , Adolescent , Adult , Chemistry, Pharmaceutical/methods , Female , Humans , Male , Middle Aged , Solubility , Young Adult
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