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1.
AAPS PharmSciTech ; 24(5): 104, 2023 Apr 20.
Artículo en Inglés | MEDLINE | ID: mdl-37081185

RESUMEN

Polysorbates (PS) are nonionic surfactants that are commonly included in protein formulations to mitigate the formation of interfacial stress-induced protein particles and thus increase their long-term storage stability. Nonetheless, factors that dictate the efficiency of different polysorbates in mitigating protein particle formation, especially during the application of interfacial stresses, are often ill defined. Here, we used a Langmuir trough to determine the surface activity of two IgG1 monoclonal antibodies formulated with two different polysorbates (PS20 and PS80) when subjected to interfacial dilatational stress. Interfacial properties of these formulations were then correlated with characterization of subvisible protein particles measured by micro-flow imaging (MFI). Both mAbs, when formulated in PS20, demonstrate faster adsorption kinetics and higher surface activity compared to PS80 or surfactant-free formulations. Compression/expansion results suggest that when exposed to interfacial dilatational stresses, both mAb/PS20 formulations display interfacial properties of PS20 alone. In contrast, interfacial properties of both mAb/PS80 formulations suggest mAbs and PS80 are co-adsorbed to the air-water interface. Further, MFI analysis of the interface and the bulk solution confirms that PS20 is more effective than PS80 at mitigating the formation of larger particles in the bulk solution in both mAbs. Concomitantly, the efficiency of PS to prevent interface-induced protein particle formation also depended on the protein's inherent tendency to aggregate at a surfactant-free interface. Together, the studies presented here highlight the importance of determining the interfacial properties of mAbs, surfactants, and their combinations to make informed formulation decisions about the choice of surfactant.


Asunto(s)
Excipientes , Polisorbatos , Tensoactivos , Polisorbatos/química , Tensoactivos/química , Anticuerpos Monoclonales/química , Anticuerpos Monoclonales/farmacología , Inmunoglobulina G/química , Inmunoglobulina G/farmacología , Propiedades de Superficie , Composición de Medicamentos , Fenómenos Químicos
2.
J Pharm Sci ; 112(2): 386-403, 2023 02.
Artículo en Inglés | MEDLINE | ID: mdl-36351479

RESUMEN

The remarkable impact of mRNA vaccines on mitigating disease and improving public health has been amply demonstrated during the COVID-19 pandemic. Many new mRNA-based vaccine and therapeutic candidates are in development, yet the current reality of their stability limitations requires their frozen storage. Numerous challenges remain to improve formulated mRNA stability and enable refrigerator storage, and this review provides an update on developments to tackle this multi-faceted stability challenge. We describe the chemistry underlying mRNA degradation during storage and highlight how lipid nanoparticle (LNP) formulations are a double-edged sword: while LNPs protect mRNA against enzymatic degradation, interactions with and between LNP excipients introduce additional risks for mRNA degradation. We also discuss strategies to improve mRNA stability both as a drug substance (DS) and a drug product (DP) including the (1) design of the mRNA molecule (nucleotide selection, primary and secondary structures), (2) physical state of the mRNA-LNP complexes, (3) formulation composition and purity of the components, and (4) DS and DP manufacturing processes. Finally, we summarize analytical control strategies to monitor and assure the stability of mRNA-based candidates, and advocate for an integrated analytical and formulation development approach to further improve their storage, transport, and in-use stability profiles.


Asunto(s)
COVID-19 , Nanopartículas , Humanos , Pandemias , Lípidos/química , COVID-19/prevención & control , Nanopartículas/química , Liposomas , ARN Mensajero/genética , Vacunas de ARNm
3.
J Pharm Sci ; 110(2): 746-759, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-32987092

RESUMEN

Polysorbate 80 is a nonionic surfactant that is added to therapeutic protein formulations to mitigate protein particle formation when subjected to various mechanical stresses. Variations in the PS80 grade has recently sparked questions surrounding the effect of oleic acid content (OAC) on surfactant's ability to mitigate interface-induced protein particle formation when stressed. In this work, a Langmuir trough was used to apply interfacial dilatational stress to two IgG molecules (mAb1 and mAb2) in formulations containing Chinese pharmacopeia (CP) and multicompendial (MC) grades of PS80. The interfacial properties of these mAb formulations, with and without interfacial dilatational stresses, were correlated with subvisible particle count and particle size/morphology distributions as measured by Micro-flow imaging (MFI). Overall, differences in interfacial properties correlated well with protein particle formation for both molecules in the two PS80 formulations. Further, the impact of grade of PS80 on the interfacial properties and interfacial stress-induced protein particle formation depends on the adsorption kinetics of the IgG molecules as well as the concentration of the surfactant used. This study demonstrates that measuring the interfacial properties of mAb formulations can be a useful tool to predict interfacial stress induced protein particle formation in the presence of different excipients of varying quality.


Asunto(s)
Anticuerpos Monoclonales , Polisorbatos , Composición de Medicamentos , Excipientes , Tensoactivos
4.
J Phys Chem B ; 120(29): 7062-75, 2016 07 28.
Artículo en Inglés | MEDLINE | ID: mdl-27380437

RESUMEN

Non-native protein aggregation is a key degradation pathway of immunoglobulins. In this work, the aggregation kinetics of an immunoglobulin gamma-1 monoclonal antibody (IgG1 mAb) in different solution environments was monitored over a range of incubation temperatures for up to seven months using size exclusion chromatography. Histidine and citrate buffers with/without sodium chloride were employed to modulate the mAb's conformational stability, solubility (in the presence of polyethylene glycol, PEG), and protein-protein interactions as measured by differential scanning calorimetry, PEG precipitation, and static light scattering, respectively. The effect of these parameters on the mechanism(s) of mAb aggregation during storage at different temperatures was determined using kinetic models, which were used to fit aggregation data to determine rate constants for aggregate nucleation and growth processes. This approach was used to investigate the effects of colloidal protein-protein interactions and solubility values (in PEG solutions) on the mechanisms and rates of IgG1 mAb aggregation as a function of temperature-induced structural perturbations. Aggregate nucleation and growth pathways for this IgG1 mAb were sensitive to temperature and overall conformational stability. Aggregate growth, on the other hand, was also sensitive to conditions affecting the solubility of the mAb, particularly at elevated temperatures.


Asunto(s)
Anticuerpos Monoclonales/química , Inmunoglobulina G/química , Agregado de Proteínas/fisiología , Anticuerpos Monoclonales/metabolismo , Rastreo Diferencial de Calorimetría , Cromatografía en Gel , Ácido Cítrico/química , Inmunoglobulina G/metabolismo , Cinética , Modelos Moleculares , Polietilenglicoles/química , Dominios y Motivos de Interacción de Proteínas , Cloruro de Sodio/química , Solubilidad , Temperatura de Transición , Ultracentrifugación
5.
J Pharm Sci ; 105(2): 588-601, 2016 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-26869421

RESUMEN

As part of a series of articles in this special issue describing 4 well-defined IgG1-Fc glycoforms as a model system for biosimilarity analysis (high mannose-Fc, Man5-Fc, GlcNAc-Fc and N297Q-Fc aglycosylated), the focus of this work is comparisons of their physical properties. A trend of decreasing apparent solubility (thermodynamic activity) by polyethylene glycol precipitation (pH 4.5, 6.0) and lower conformational stability by differential scanning calorimetry (pH 4.5) was observed with reducing size of the N297-linked oligosaccharide structures. Using multiple high-throughput biophysical techniques, the physical stability of the Fc glycoproteins was then measured in 2 formulations (NaCl and sucrose) across a wide range of temperatures (10°C-90°C) and pH (4.0-7.5) conditions. The data sets were used to construct 3-index empirical phase diagrams and radar charts to visualize the regions of protein structural stability. Each glycoform showed improved stability in the sucrose (vs. salt) formulation. The HM-Fc and Man5-Fc displayed the highest relative stability, followed by GlcNAc-Fc, with N297Q-Fc being the least stable. Thus, the overall physical stability profiles of the 4 IgG1-Fc glycoforms also show a correlation with oligosaccharide structure. These data sets are used to develop a mathematical model for biosimilarity analysis (as described in a companion article by Kim et al. in this issue).


Asunto(s)
Glicoproteínas/química , Fragmentos Fc de Inmunoglobulinas/química , Inmunoglobulina G/química , Oligosacáridos/química , Estabilidad de Medicamentos , Glicosilación , Polietilenglicoles/química , Conformación Proteica
6.
J Pharm Sci ; 105(8): 2319-27, 2016 08.
Artículo en Inglés | MEDLINE | ID: mdl-27368120

RESUMEN

Adequate protein solubility is an important prerequisite for development, manufacture, and administration of biotherapeutic drug candidates, especially for high-concentration protein formulations. A previously established method for determining the relative apparent solubility (thermodynamic activity) of proteins using polyethylene glycol (PEG) precipitation is adapted for screening and comparing monoclonal antibody (mAb) candidates where only limited quantities (≤1 mg) are available. This micro-PEG assay is used to evaluate various broadly neutralizing mAb candidates to HIV-1 viral spike (gp120 and gp41 glycoproteins). Using ∼1 mg of VRC01-WT mAb per assay, the precision of the micro-PEG assay was established. A series of 7 different broadly neutralizing mAbs to the HIV-1 viral spike proteins were compared by curve shape (%PEG vs. protein concentration), %PEGmidpoint determinations, and extrapolated apparent solubility values. Numerous formulation conditions were then evaluated for their relative effects on the VRC01-WT mAb. The PEGmidpt and apparent solubility values of VRC01-WT mAb decreased as the solution pH increased and increased as NaCl and arginine were added. A final optimization of the micro-PEG assay established that amounts as low as 0.1-0.2 mg can be used. Thus, the micro-PEG assay has significant potential as a relative solubility screening tool during candidate selection and early formulation development.


Asunto(s)
Anticuerpos Monoclonales/química , Composición de Medicamentos/métodos , Diseño de Fármacos , Polietilenglicoles/química , Anticuerpos ampliamente neutralizantes , Precipitación Química , Anticuerpos Anti-VIH , Proteína gp120 de Envoltorio del VIH/inmunología , Proteína gp41 de Envoltorio del VIH/inmunología , Ensayos Analíticos de Alto Rendimiento , Solubilidad
7.
J Pharm Sci ; 91(4): 1019-35, 2002 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-11948541

RESUMEN

A single-shot Hepatitis B vaccine formulation using poly(d,l)-lactide-co-glycolide acid (PLGA) microspheres as a delivery system was examined using a variety of biophysical and biochemical techniques as well as immunological evaluation in C3H mice. PLGA microsphere encapsulation of the Hepatitis B surface antigen (HBsAg), a lipoprotein particle, resulted in good recoveries of protein mass, protein particle conformational integrity, and in vitro antigenicity. Some partial delipidation of the HBsAg, however, was observed. The loading and encapsulation efficiency of HBsAg into the PLGA microspheres were measured along with the morphology and size distribution of the vaccine-loaded PLGA microspheres. The in vitro release kinetics of HBsAg from the PLGA microspheres was evaluated and found to be affected by experimental conditions such as stirring rate. HBsAg showed enhanced storage stability at 37 degrees C in the slightly acidic pH range reported to be found inside PLGA microspheres; thus, the antigen is relatively stable under conditions of temperature and pH that may mimic in vivo conditions. The immunogenicity of the microsphere formulations of HBsAg was compared with conventional aluminum adjuvant formulated HBsAg vaccine in C3H mice. Comparisons were made between aluminum formulations (one and two injections), PLGA microsphere formulations (single injection), and a mixture of aluminum and PLGA microsphere formulations (single injection). The nine-month serum antibody titers indicate that a single injection of a mixture of aluminum and PLGA-formulated HBsAg results in equal or better immune responses than two injections of aluminum-formulated HBsAg vaccine. Based on these in vitro and in vivo studies, it is concluded that HBsAg can be successfully encapsulated and recovered from the PLGA microspheres and a mixture of aluminum-adjuvanted and PLGA-formulated HBsAg can auto-boost an immune response in manner comparable to multiple injections of an aluminum-formulated vaccine.


Asunto(s)
Vacunas contra Hepatitis B/inmunología , Vacunas contra Hepatitis B/farmacocinética , Ácido Láctico/inmunología , Ácido Láctico/farmacocinética , Ácido Poliglicólico/farmacocinética , Polímeros/farmacocinética , Animales , Materiales Biocompatibles/farmacocinética , Química Farmacéutica , Dicroismo Circular , Preparaciones de Acción Retardada , Relación Dosis-Respuesta Inmunológica , Evaluación Preclínica de Medicamentos , Almacenaje de Medicamentos , Antígenos de Superficie de la Hepatitis B/administración & dosificación , Antígenos de Superficie de la Hepatitis B/química , Antígenos de Superficie de la Hepatitis B/inmunología , Esquemas de Inmunización , Inyecciones Subcutáneas , Ácido Láctico/química , Ratones , Ratones Endogámicos C3H , Microesferas , Ácido Poliglicólico/química , Copolímero de Ácido Poliláctico-Ácido Poliglicólico , Polímeros/química , Espectroscopía Infrarroja por Transformada de Fourier
8.
Eur J Pharm Sci ; 53: 95-108, 2014 Mar 12.
Artículo en Inglés | MEDLINE | ID: mdl-24370624

RESUMEN

PURPOSE: Protein formulations may contain subvisible particle (SbVP) impurities that can vary (e.g., in number, size, shape, density, refractive index and transparency) depending on the formulation composition, environmental stresses and the type of protein. Additionally formulation solutions may differ in their physical properties including turbidity, color, viscosity, density and refractive index. This study examined the impact of these formulation matrix parameters on the ability to size and count subvisible particles using a variety of analytical methods including two light obscuration (HIAC, Syringe) and two digital imaging instruments (MFI®, FlowCAM®). Several subvisible particle standards were tested, including polystyrene and glass beads as well as a new pseudo-protein particle standard, in order to also study of the effect of subvisible particles with different properties. RESULTS: The color and turbidity of solutions generally had a relatively small effect on SbVP sizing and counting. Solution viscosity and refractive index (RI), however, showed a more pronounced effect on the analytical results, especially with more translucent particles such as glass beads and the "pseudo protein standards", resulting in smaller sizes and lower counts of SbVPs, especially when measuring particles using light obscuration methods. CONCLUSIONS: Each instrument showed certain advantages and disadvantages depending on the analytical parameter (i.e., accuracy, precision), type of subvisible particle, and solution properties. Based on these results, it is recommended to not only carefully consider physical solution parameters as part of analytical method assessment for counting and sizing SbVP in protein dosage forms, but also in terms of various typical QC validation parameters using actual protein formulations.


Asunto(s)
Soluciones/química , Color , Vidrio/química , Procesamiento de Imagen Asistido por Computador , Luz , Nefelometría y Turbidimetría , Tamaño de la Partícula , Poliestirenos/química , Proteínas/química , Viscosidad
9.
J Pharm Sci ; 103(3): 821-7, 2014 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-24425059

RESUMEN

The recombinant hemagglutinin (rHA)-based influenza vaccine Flublok® has recently been approved in the United States as an alternative to the traditional egg-derived flu vaccines. Flublok is a purified vaccine with a hemagglutinin content that is threefold higher than standard inactivated influenza vaccines. When rHA derived from an H3N2 influenza virus was expressed, purified, and stored for 1 month, a rapid loss of in vitro potency (∼50%) was observed as measured by the single radial immunodiffusion (SRID) assay. A comprehensive characterization of the rHA protein antigen was pursued to identify the potential causes and mechanisms of this potency loss. In addition, the biophysical and chemical stability of the rHA in different formulations and storage conditions was evaluated over time. Results demonstrate that the potency loss over time did not correlate with trends in changes to the higher order structure or hydrodynamic size of the rHA. The most likely mechanism for the early loss of potency was disulfide-mediated cross-linking of rHA, as the formation of non-native disulfide-linked multimers over time correlated well with the observed potency loss. Furthermore, a loss of free thiol content, particularly in specific cysteine residues in the antigen's C-terminus, was correlated with potency loss measured by SRID.


Asunto(s)
Glicoproteínas Hemaglutininas del Virus de la Influenza/química , Subtipo H3N2 del Virus de la Influenza A/metabolismo , Vacunas contra la Influenza/química , Fenómenos Químicos , Cisteína/análisis , Cisteína/química , Cistina/análisis , Cistina/química , Estabilidad de Medicamentos , Almacenaje de Medicamentos , Excipientes/química , Glicoproteínas Hemaglutininas del Virus de la Influenza/genética , Glicoproteínas Hemaglutininas del Virus de la Influenza/metabolismo , Glicoproteínas Hemaglutininas del Virus de la Influenza/farmacología , Hidrodinámica , Inmunodifusión , Subtipo H3N2 del Virus de la Influenza A/efectos de los fármacos , Subtipo H3N2 del Virus de la Influenza A/crecimiento & desarrollo , Subtipo H3N2 del Virus de la Influenza A/inmunología , Vacunas contra la Influenza/genética , Vacunas contra la Influenza/metabolismo , Vacunas contra la Influenza/farmacología , Octoxinol/química , Oxidación-Reducción , Mapeo Peptídico , Estabilidad Proteica , Estructura Secundaria de Proteína , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , Proteínas Recombinantes/farmacología , Espectroscopía Infrarroja por Transformada de Fourier , Temperatura , Tioglicolatos/química
10.
J Pharm Sci ; 102(12): 4305-14, 2013 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-24129946

RESUMEN

Chikungunya virus (CHIKV) is an alphavirus that infects millions of people every year, especially in the developing world. The selective expression of recombinant CHIKV capsid and envelope proteins results in the formation of self-assembled virus-like particles (VLPs) that have been shown to protect nonhuman primates against infection from multiple strains of CHIKV. This study describes the characterization, excipient screening, and optimization of CHIKV VLP solution conditions toward the development of a stable parenteral formulation. The CHIKV VLPs were found to be poorly soluble at pH 6 and below. Circular dichroism, intrinsic fluorescence, and static and dynamic light scattering measurements were therefore performed at neutral pH, and results consistent with the formation of molten globule structures were observed at elevated temperatures. A library of generally recognized as safe excipients was screened for their ability to physically stabilize CHIKV VLPs using a high-throughput turbidity-based assay. Sugars, sugar alcohols, and polyanions were identified as potential stabilizers and the concentrations and combinations of select excipients were optimized. The effects of polyanions were further studied, and while all polyanions tested stabilized CHIKV VLPs against aggregation, the effects of polyanions on conformational stability varied.


Asunto(s)
Virus Chikungunya/química , Excipientes/química , Polímeros/química , Vacunas de Partículas Similares a Virus/química , Infecciones por Alphavirus/prevención & control , Infecciones por Alphavirus/virología , Animales , Fiebre Chikungunya , Dicroismo Circular , Luz , Concentración Osmolar , Tamaño de la Partícula , Polielectrolitos , Estabilidad Proteica , Dispersión de Radiación
11.
J Pharm Sci ; 101(3): 946-54, 2012 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-22170395

RESUMEN

Protein instability and immunogenicity are two main roadblocks to the clinical success of novel protein drug delivery systems. In this commentary, we discuss the need for more extensive analytical characterization in relation to concerns about protein instability in injectable drug delivery systems for sustained release. We then will briefly address immunogenicity concerns and outline current best practices for using state-of-the-art analytical assays to monitor protein stability for both conventional and novel therapeutic protein dosage forms. Next, we provide a summary of the stresses on proteins arising during preparation of drug delivery systems and subsequent in vivo release. We note the challenges and difficulties in achieving the absolute requirement of quantitatively assessing the degradation of protein molecules in a drug delivery system. We describe the potential roles for academic research in further improving protein stability and developing new analytical technologies to detect protein degradation byproducts in novel drug delivery systems. Finally, we provide recommendations for the appropriate approaches to formulation design and assay development to ensure that stable, minimally immunogenic formulations of therapeutic proteins are created. These approaches should help to increase the probability that novel drug delivery systems for sustained protein release will become more readily available as effective therapeutic agents to treat and benefit patients.


Asunto(s)
Sistemas de Liberación de Medicamentos , Proteínas/administración & dosificación , Preparaciones de Acción Retardada/química , Sistemas de Liberación de Medicamentos/métodos , Humanos , Inyecciones , Ácido Láctico/química , Ácido Poliglicólico/química , Copolímero de Ácido Poliláctico-Ácido Poliglicólico , Estabilidad Proteica , Proteínas/química , Proteínas/inmunología , Proteínas/uso terapéutico
12.
J Pharm Sci ; 100(3): 904-14, 2011 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-20740679

RESUMEN

To better address the need for developing stable formulations of plasmid DNA-based biopharmaceuticals, 37 compounds from a generally regarded as safe library were examined for their potential use as stabilizers. A plasmid DNA-based therapeutic vaccine, BHT-DNA, was used as a model system. Initial studies were performed to compare the biophysical properties of BHT-DNA plasmid from bulk drug substance and finished drug product. An agarose gel electrophoresis-based assay was then employed in excipient compatibility studies for the drug product by monitoring supercoiled plasmid DNA content in various formulations. After incubation at 40 °C for 30 days, eight out of the 37 excipients tested were able to better retain the supercoil content compared to the control. Sodium citrate appeared to be the most effective stabilizer and its protective capability plateaued at an ionic strength of about 0.4. Several other excipients including malic acid, ethanol, and Pluronic F-68 were also identified as promising stabilizers for BHT-DNA plasmid DNA. Additionally, compounds, including ferrous chloride, ascorbic acid, human serum albumin, and PEG 1000, which significantly destabilized the supercoiled plasmid DNA were identified. These data may also be applicable to other plasmid DNA-based pharmaceuticals for storage stability improvement, due to chemical and structural similarities of these macromolecules.


Asunto(s)
ADN/química , Plásmidos , Vacunas de ADN/química , Citratos , ADN/uso terapéutico , ADN Superhelicoidal/química , ADN Superhelicoidal/uso terapéutico , Formas de Dosificación , Composición de Medicamentos , Estabilidad de Medicamentos , Etanol , Excipientes , Ensayos Analíticos de Alto Rendimiento , Humanos , Malatos , Concentración Osmolar , Poloxámero , Citrato de Sodio , Vacunas de ADN/uso terapéutico
13.
J Pharm Sci ; 100(3): 1009-21, 2011 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-21280052

RESUMEN

Protein solubility is a critical attribute in monoclonal antibody (mAb) formulation development as insolubility issues can negatively impact drug stability, activity, bioavailability, and immunogenicity. A high-throughput adaptation of an experimental method previously established in the literature to determine apparent protein solubility is described, where polyethylene glycol (PEG) is used to reduce protein solubility in a quantitatively definable manner. Utilizing an automated, high-throughput system, an immunoglobulin G (IgG)1 mAb in a variety of buffer conditions was exposed to increasing concentrations of PEG and the amount of protein remaining in solution was determined. Comparisons of PEG(midpt) values (the weight% PEG in solution required to decrease the protein concentration by 50%) to extrapolated values of apparent protein solubility (in the absence of PEG) were performed. The determination of PEG(midpt) by using sigmoidal curve fitting of the entire data set was shown to be the most precise and reproducible approach for use during high-throughput screening experiments. The high-throughput PEG methodology was then applied to the screening of different formulations to optimize relative protein solubility profiles (weight% PEG vs. protein concentration and their corresponding PEG(midpt) values) in terms of solution pH and buffer ions for both human and chimeric IgG1 mAbs. Other comparisons included evaluating relative solubility profiles of an IgG1 mAb produced from different cell lines (Chinese hamster ovary vs. murine) as well as for different IgG1 mAbs (produced from the same cell line) in a series of formulation buffers. Based on these comparisons, it was concluded that rapid, high-throughput determinations of relative protein solubility profiles can be used as a practical, experimental tool to compare mAb preparations and to rank order buffer and pH conditions during formulation development.


Asunto(s)
Anticuerpos Monoclonales/química , Portadores de Fármacos/química , Ensayos Analíticos de Alto Rendimiento , Inmunoglobulina G/química , Polietilenglicoles/química , Proteínas/química , Algoritmos , Animales , Tampones (Química) , Células CHO , Precipitación Química , Cricetinae , Cricetulus , Composición de Medicamentos , Estabilidad de Medicamentos , Humanos , Concentración de Iones de Hidrógeno , Ratones , Método de Montecarlo , Reproducibilidad de los Resultados , Solubilidad
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