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1.
Phys Chem Chem Phys ; 19(18): 11518-11528, 2017 May 10.
Artículo en Inglés | MEDLINE | ID: mdl-28425554

RESUMEN

A huge number of studies and work in the drug delivery literature are focused on understanding and modeling transport phenomena, the pivotal point for a good device design. The rationalization of all phenomena involved is fundamental, but several concerns arise leaving many issues unsolved. In order to change the point of view we decided to focus our attention on the parallelisms between two fields that seem to be very far from each other: chromatography and drug release. Taking advantages of the studies conducted by many researchers using chromatographic columns we decided to explain all the phenomena involved in drug delivery considering sodium ibuprofen (IP) molecules as analytes and hydrogel as a stationary phase. In particular, we considered not only diffusion, but also drug-polymer interactions as adsorption on the stationary phase and drug-drug interactions as aggregation of analytes. The hydrogel investigated is a promising formulation made of agarose and carbomer 974p (AC) loaded with IP, a non-steroidal common anti-inflammatory drug. The self-diffusion coefficient of IP in AC formulations was measured by using an innovative method based on a magic angle spinning NMR spectroscopic technique to produce high resolution (liquid-like) spectra. This method (HR-MAS NMR) is used in combination with pulsed field gradient spin echo (PGSE) liquid-state techniques. The model predictions satisfactorily match with the experimental data obtained in water and the gel environment, indicating that the model presented here, despite its simplicity, is able to describe the key phenomena governing the device behavior and could be used to rationalize the experimental activity.


Asunto(s)
Cromatografía , Sistemas de Liberación de Medicamentos , Liberación de Fármacos , Hidrogeles/química , Ibuprofeno/química , Resinas Acrílicas/química , Modelos Químicos , Simulación de Dinámica Molecular , Porosidad , Sefarosa/química , Agua/química
2.
Chemphyschem ; 17(11): 1615-22, 2016 Jun 03.
Artículo en Inglés | MEDLINE | ID: mdl-26919298

RESUMEN

To address the increasing need for improved tissue substitutes, tissue engineering seeks to create synthetic, three-dimensional scaffolds made from polymeric materials able to incorporate cells and drugs. The interpretation of transport phenomena is a key step, but comprehensive theoretical data is still missing and many issues related to these systems are still unsolved. In particular, the contribution of solute-solute interactions is not yet completely understood. Here, we investigate a promising agar-carbomer (AC) hydrogel loaded with sodium fluorescein (SF), a commonly used drug mimetic. The self-diffusion coefficient of SF in AC formulations was measured by using high resolution magic angle spinning NMR spectroscopy (HR-MAS NMR). Starting from experimental data, a complete overview on SF transport properties is provided, in particular a mathematical model that describes and rationalizes the differences between gel and water environments is developed and presented. The hydrogel molecular environment is able to prevent SF aggregation, owing to the adsorption mechanism that reduces the number of monomers available for oligomer formation at low solute concentration. Then, when all adsorption sites are saturated free SF molecules are able to aggregate and form oligomers. The model predictions satisfactorily match with experimental data obtained in water and the gel environment, thus indicating that the model presented here, despite its simplicity, is able to describe the key phenomena governing device behavior and could be used to rationalize experimental activity.


Asunto(s)
Acrilatos/química , Sistemas de Liberación de Medicamentos , Fluoresceína/química , Hidrogel de Polietilenoglicol-Dimetacrilato/química , Modelos Químicos , Hidrogel de Polietilenoglicol-Dimetacrilato/síntesis química , Espectroscopía de Resonancia Magnética , Tamaño de la Partícula , Porosidad , Propiedades de Superficie
3.
Chemphyschem ; 16(13): 2818-2825, 2015 Sep 14.
Artículo en Inglés | MEDLINE | ID: mdl-26239503

RESUMEN

In drug-delivery systems, drug transport is a key step, but the interpretation of the transport mechanism is still controversial. Here, we investigated a promising hydrogel library loaded with the anticonvulsant drug ethosuximide (ESM). The self-diffusion coefficient of ESM was measured using two methods: a direct and advanced measurement with a pulsed field gradient spin-echo (PFGSE) method, using an NMR spectrometer equipped with high-resolution magic angle spinning (HR-MAS) probe, and an indirect one based on fitting in vitro drug-delivery data. Starting from the experimental data a mathematical model without fitted parameters was developed and all the phenomena involved, that is, adsorption and diffusion, were considered. At low drug concentrations, adsorption prevails and consequently the diffusivity in the gels is lower than that in water. At high drug concentrations, where all adsorption sites are saturated, the diffusion in the gels is similar to that in a water solution. This study may pave the way for better device design.

4.
Mol Pharm ; 11(11): 4036-48, 2014 Nov 03.
Artículo en Inglés | MEDLINE | ID: mdl-25230105

RESUMEN

The present work is focused on the development and the validation of a mechanistic model describing the degradation of drug-loaded polylactic-co-glycolic acid microparticles and the drug release process from such devices. Microparticles' degradation is described through mass conservation equations; the application of population balances allows a detailed description of the hydrolysis kinetics, which also takes into account the autocatalytic behavior that characterizes bulk eroding polymers. Drug release considers both drug dissolution and the diffusion of dissolved active principle through the polymeric matrix. The diffusion of oligomers, water, and drug is assumed to follow Fickian behavior; the use of effective diffusion coefficients takes into account the diffusivity increase due to polymer hydrolysis. The model leads to a system of partial differential equations, solved by means of the method of lines. The model predictions satisfactorily match with different sets of literature data, indicating that the model presented here, despite its simplicity, is able to describe the key phenomena governing the device behavior.


Asunto(s)
Portadores de Fármacos/química , Liberación de Fármacos , Ácido Láctico/química , Modelos Teóricos , Ácido Poliglicólico/química , Polímeros/química , Sistemas de Liberación de Medicamentos , Cinética , Microesferas , Copolímero de Ácido Poliláctico-Ácido Poliglicólico
5.
Macromol Biosci ; : e2400084, 2024 May 11.
Artículo en Inglés | MEDLINE | ID: mdl-38733249

RESUMEN

The targeted delivery of drugs using wireless navigable magnetic robots allows the delivery of drug molecules to be controlled non only in time but also in space, improving medical outcomes. The main disadvantages behind their use lies in the low amount of drug that can be transported and the single nature of drug that can be loaded (hydrophilic or hydrophobic). These considerations limit their use in co-delivery systems, now recognized to be very promising for many different pathologies. A magnetic bijel-like structure is developed to load and release different types of molecules (hydrophilic and hydrophobic). In this work, the use of ε-caprolactone is explored, which can polymerize, forming hydrophobic domains (oil phase). After mixing with iron oxide nanoparticles (NPs), the water dispersion creates a magnetic biphasic porous structure without phase separation. The resulting device shows good performance both in magnetic actuation and as a drug delivery system.

6.
J Phys Chem A ; 117(25): 5221-31, 2013 Jun 27.
Artículo en Inglés | MEDLINE | ID: mdl-23731215

RESUMEN

Trichlorosilane is the most used precursor to deposit silicon for photovoltaic applications. Despite of this, its gas phase and surface kinetics have not yet been completely understood. In the present work, it is reported a systematic investigation aimed at determining what is the dominant gas phase chemistry active during the chemical vapor deposition of Si from trichlorosilane. The gas phase mechanism was developed calculating the rate constant of each reaction using conventional transition state theory in the rigid rotor-harmonic oscillator approximation. Torsional vibrations were described using a hindered rotor model. Structures and vibrational frequencies of reactants and transition states were determined at the B3LYP/6-31+G(d,p) level, while potential energy surfaces and activation energies were computed at the CCSD(T) level using aug-cc-pVDZ and aug-cc-pVTZ basis sets extrapolating to the complete basis set limit. As gas phase and surface reactivities are mutually interlinked, simulations were performed using a microkinetic surface mechanism. It was found that the gas phase reactivity follows two different routes. The disilane mechanism, in which the formation of disilanes as reaction intermediates favors the conversion between the most stable monosilane species, and the radical pathway, initiated by the decomposition of Si2HCl5 and followed by a series of fast propagation reactions. Though both mechanisms are active during deposition, the simulations revealed that above a certain temperature and conversion threshold the radical mechanism provides a faster route for the conversion of SiHCl3 into SiCl4, a reaction that favors the overall Si deposition process as it is associated with the consumption of HCl, a fast etchant of Si. Also, this study shows that the formation of disilanes as reactant intermediates promotes significantly the gas phase reactivity, as they contribute both to the initiation of radical chain mechanisms and provide a catalytic route for the conversion between the most stable monosilanes.

7.
Materials (Basel) ; 16(18)2023 Sep 11.
Artículo en Inglés | MEDLINE | ID: mdl-37763444

RESUMEN

Finished tanned leather is usually covered by a thin polymeric layer. This layer has the scope to change the morphological aspect of the last leather layer as well as improve the impermeabilization properties. Often, the finished product is refused by the final client, and tanneries must restore significant quantities of materials. Therefore, it is very important to remove this finished polymeric layer, recover the underneath tanned leather, and predispose it to a new finishing. The bonding between the polymeric film and leather is so strong that, today, only a blade shaving process can perform this separation at the expense of also removing a layer of tanned leather and consequently reducing the leather thickness. Here, a novel separation method was developed based on the significant difference in the dilation properties between the tanned hide and the polymeric film at low temperatures. The use of cryogenic fluids, in particular the direct application of liquid nitrogen, can freeze the polymeric layer below the glass transition temperature, inducing brittle behavior. The result is an easy separation without any alteration of the tanned leather layer; for a demonstration of that, some techniques were used, such as FTIR, SEM, Tensile strength evaluation, DSC, and TGA. By this last analysis, it is possible to check how a decrease of weight to 90% happened for the polymeric layer at about 400 °C against the complete blank at about 600 °C. A similar great distance of results exists in the case of tensile strength, where an average value of 34.5% is the deformation stress for blank samples, against 34.8% for processed samples. Thus, the process here developed allows the reuse of the tanned leather towards a new life in respect of the principles of the circular economy.

8.
Mol Pharm ; 9(7): 1898-910, 2012 Jul 02.
Artículo en Inglés | MEDLINE | ID: mdl-22591074

RESUMEN

In drug eluting stent technologies, an increased demand for better control, higher reliability, and enhanced performances of drug delivery systems emerged in the last years and thus offered the opportunity to introduce model-based approaches aimed to overcome the remarkable limits of trial-and-error methods. In this context a mathematical model was studied, based on detailed conservation equations and taking into account the main physical-chemical mechanisms involved in polymeric coating degradation, drug release, and restenosis inhibition. It allowed highlighting the interdependence between factors affecting each of these phenomena and, in particular, the influence of stent design parameters on drug antirestenotic efficacy. Therefore, the here-proposed model is aimed to simulate the diffusional release, for both in vitro and the in vivo conditions: results were verified against various literature data, confirming the reliability of the parameter estimation procedure. The hierarchical structure of this model also allows easily modifying the set of equations describing restenosis evolution to enhance model reliability and taking advantage of the deep understanding of physiological mechanisms governing the different stages of smooth muscle cell growth and proliferation. In addition, thanks to its simplicity and to the very low system requirements and central processing unit (CPU) time, our model allows obtaining immediate views of system behavior.


Asunto(s)
Materiales Biocompatibles Revestidos/química , Stents Liberadores de Fármacos , Preparaciones Farmacéuticas/química , Polímeros/química , Línea Celular , Proliferación Celular/efectos de los fármacos , Sistemas de Liberación de Medicamentos/métodos , Modelos Teóricos , Miocitos del Músculo Liso/efectos de los fármacos , Miocitos del Músculo Liso/metabolismo , Reproducibilidad de los Resultados
9.
J Nanosci Nanotechnol ; 11(9): 8054-60, 2011 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-22097529

RESUMEN

Though most of the current silicon photovoltaic technology relies on trichlorosilane (SiHCl3) as a precursor gas to deposit Si, only a few studies have been devoted to the investigation of its gas phase and surface kinetics. In the present work we propose a new kinetic mechanism apt to describe the gas phase and surface chemistry active during the deposition of Si from SiHCl3. Kinetic constants of key reactions were either taken from the literature or determined through ab initio calculations. The capability of the mechanism to reproduce experimental data was tested through the implementation of the kinetic scheme in a fluid dynamic model and in the simulation of both deposition and etching of Si in horizontal reactors. The results of the simulations show that the reactivity of HCl is of key importance in order to control the Si deposition rate. When HCl reaches a critical concentration in the gas phase it starts etching the Si surface, so that the net deposition rate is the net sum of the adsorption rate of the gas phase precursors and the etching rate due to HCl. In these conditions the possibility to further deposit Si is directly related to the rate of consumption of HCl through its reaction with SiHCl3 to give SiCl4. The proposed reaction mechanism was implemented in a 3D fluid dynamic model of a simple Siemens reactor. The simulation results indicate that the proposed interpretation of the growth process applies also to this class of reactors, which operate in what can be defined as a mixed kinetic-transport controlled regime.

10.
Int J Mol Sci ; 12(6): 3394-408, 2011.
Artículo en Inglés | MEDLINE | ID: mdl-21747683

RESUMEN

In this study hydrogels synthesized from agarose and carbomer 974P macromers were selected for their potential application in spinal cord injury (SCI) repair strategies following their ability to carry cells and drugs. Indeed, in drug delivery applications, one of the most important issues to be addressed concerns hydrogel ability to provide a finely controlled delivery of loaded drugs, together with a coherent degradation kinetic. Nevertheless, solute effects on drug delivery system are often neglected in the large body of literature, focusing only on the characterization of unloaded matrices. For this reason, in this work, hydrogels were loaded with a chromophoric salt able to mimic, in terms of steric hindrance, many steroids commonly used in SCI repair, and its effects were investigated both from a structural and a rheological point of view, considering the pH-sensitivity of the material. Additionally, degradation chemistry was assessed by means of infrared bond response (FT-IR) and mass loss.


Asunto(s)
Resinas Acrílicas/química , Agar/química , Portadores de Fármacos/química , Hidrogeles/química , Soluciones/química , Portadores de Fármacos/síntesis química , Portadores de Fármacos/metabolismo , Hidrogeles/síntesis química , Hidrogeles/metabolismo , Cinética , Reología , Espectroscopía Infrarroja por Transformada de Fourier , Esteroides/química , Esteroides/metabolismo
11.
Sci Rep ; 11(1): 1109, 2021 01 13.
Artículo en Inglés | MEDLINE | ID: mdl-33441807

RESUMEN

Aerosol and pollutants, in form of particulates 5-8 µm in main size face every day our respiratory system as natural suspension in air or forced to be inhaled as a coadjutant in a medical therapy for respiratory diseases. This inhalation happens in children to elderly, women and men, healthy or sick and disable people. In this paper we analyzed the inhalation of aerosol in conditions assimilable to the thermal therapy. We use a computational fluid dynamic 3D model to compute and visualize the trajectories of aerosol (3-7-10-25 µm) down to the sixth generation of bronchi, in a steady and dynamic condition (7 µm) set as breath cycle at rest. Results, compared to a set of milestone experimental studies published in literature, allow the comprehension of particles behavior during the inhalation from mouth to bronchi sixth generation, the visualization of jet at larynx constriction and vortices, in an averaged characteristic rigorous geometrical model including tracheal rings. Results on trajectories and deposition show the importance of the including transient physiological breath cycle on aerosol deposition analyses. Numerical and graphical results, may enable the design of medical devices and protocols to make the inhalations more effective in all the users' population.


Asunto(s)
Aerosoles , Bronquios/fisiología , Simulación por Computador , Modelos Biológicos , Administración por Inhalación , Adulto , Humanos , Hidrodinámica , Masculino , Tamaño de la Partícula , Ventilación Pulmonar , Tráquea/fisiología
13.
Mater Sci Eng C Mater Biol Appl ; 103: 109791, 2019 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-31349504

RESUMEN

The antimicrobial activity represents a cornerstone in the development of biomaterials: it is a leading request in many areas, including biology, medicine, environment and industry. Over the years, different polymeric scaffolds are proposed as solutions, based on the encapsulation of metal ions/particles, antibacterial agents or antibiotics. However, the compliance with the biocompatibility criteria and the concentration of the active principles to avoid under- and over-dosing are being debated. In this work, we propose the synthesis of a versatile hydrogel using branched polyacrylic acid (carbomer 974P) and aliphatic polyetherdiamine (elastamine®) through physico-chemical transition, able to show its ability to counteract the bacterial growth and infections thanks to the polymers used, that are not subjected to further chemical modifications. In particular, the antimicrobial activity is clearly demonstrated against Staphyloccoccus aureus and Candida albicans, two well-known opportunistic pathogens. Moreover, we discuss the hydrogel use as drug carrier to design a unique device able to combine the antibacterial/antimicrobial properties to the controlled drug delivery, as a promising tool for a wide range of biomedical applications.


Asunto(s)
Antiinfecciosos/química , Hidrogeles/química , Polímeros/química , Resinas Acrílicas/química , Antiinfecciosos/farmacología , Candida albicans/efectos de los fármacos , Portadores de Fármacos/química , Liberación de Fármacos , Reología , Staphylococcus aureus/efectos de los fármacos
14.
Gels ; 4(3)2018 Sep 04.
Artículo en Inglés | MEDLINE | ID: mdl-30674850

RESUMEN

Biodegradable poly(ethylene glycol)-block-poly(-lactic acid) (PEG-b-PLA) nanoparticles (NPs) were prepared by nanoprecipitation with controlled dimension and with different electric charges, as monitored by dynamic light scattering (DLS). Then NPs were loaded within hydrogels (HG) developed for biomedical applications in the central nervous system, with different pore sizes (30 and 90 nm). The characteristics of the resulting composite hydrogel-NPs system were firstly studied in terms of ability to control the release of small steric hindrance drug mimetic. Then, diffusion-controlled release of different charged NPs from different entangled hydrogels was studied in vitro and correlated with NPs electric charges and hydrogel mean mesh size. These studies showed different trends, that depend on NPs superficial charge and HG mesh size. Release experiments and diffusion studies, then rationalized by mathematical modeling, allowed us to build different drug delivery devices that can satisfy different medical needs.

15.
Expert Opin Drug Deliv ; 14(11): 1305-1313, 2017 11.
Artículo en Inglés | MEDLINE | ID: mdl-28103740

RESUMEN

INTRODUCTION: The utility of controlled and sustained release of drugs from polymeric systems, both bulk (hydrogels) and colloids (nanoparticles), is a key point that should be addressed. Unfortunately, classic delivery systems are essentially driven by diffusion, which is very quick due to the high concentration gradient present in the body. Area covered: This review provides an overview of functionalization strategies which have been used to reduce release rates by taking advantage of post-polymerization functionalization of polymers. This paradigm is extremely useful in the pharmacological treatment of several diseases, particularly multifactorial diseases, which may require a variety of release kinetics for different drugs from a single device. Expert opinion: Polymer chains can be functionalized with several post-polymerization strategies in order to link, with a cleavable bond, drug molecules to reactive points of the polymeric network. Following this strategy, the main mechanism related to drug release is the breakage of the link that could be opportunely chosen depending on the medical needs: the weaker the bond, the higher the release rate.


Asunto(s)
Sistemas de Liberación de Medicamentos , Preparaciones Farmacéuticas/administración & dosificación , Preparaciones Farmacéuticas/química , Polímeros/administración & dosificación , Polímeros/química , Liberación de Fármacos , Humanos
16.
Indian J Surg ; 77(2): 147-9, 2015 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-26139970

RESUMEN

Surgical literature defines the case of acute appendicitis in a sac of femoral hernia as de Garengeot's hernia. The diagnosis remains a very hard challenge for surgeon because the symptoms are aspecific and the most effective tools for preoperative evaluation (as abdominal computed tomography and abdominal ultrasound scan) can often be indeterminate or misinterpreted. We report the case of an 85-year-old white male admitted to our unit complaining of a 1-day history of vague abdominal pain, nausea, vomiting, and painful swelling in the right groin. Preoperatively, an incarcerated right femoral hernia was supposed and patient underwent surgery via oblique inguinal incision. The intraoperative finding was a de Garengeot's hernia and an appendectomy with hernia repair was performed. Patient had a regular course and was discharged on the second postoperative day.

17.
Int J Pharm ; 429(1-2): 148-57, 2012 Jun 15.
Artículo en Inglés | MEDLINE | ID: mdl-22465632

RESUMEN

This work is focused on the development of a transient 1-dimension model to describe drug release from a bioresorbable suture thread in a living tissue and the pharmacologic behavior of the active substance being delivered from the device into the tissue. The model is based on fundamental conservation laws, represented by mass balances, being the thread degradation described through population balances and involving detailed hydrolysis kinetics. Monomer, water and drug diffusion are assumed as Fickian, and the increasing of diffusion coefficient is expressed with the "free volume" theory. Drug behavior in tissue is described with a "diffusion and reaction" approach. The model leads to a system of partial differential equations solved by applying the method of lines and then numerically integrated. Simulations allowed to estimate release dynamics and drug behavior in tissue and to obtain spatial and temporal profiles of drug in tissue. Moreover, phase diagrams, which show drug effect in time and space, are here introduced for the first time.


Asunto(s)
Sistemas de Liberación de Medicamentos , Modelos Biológicos , Suturas , Difusión , Humanos , Hidrólisis , Cinética , Transición de Fase , Factores de Tiempo , Agua/química
18.
J Funct Biomater ; 3(1): 199-208, 2012 Mar 19.
Artículo en Inglés | MEDLINE | ID: mdl-24956524

RESUMEN

In the injured spinal cord, chondroitin sulfate proteoglycans (CSPGs) are the principal responsible of axon growth inhibition and they contribute to regenerative failure, promoting glial scar formation. Chondroitinase ABC (chABC) is known for being able to digest proteoglycans, thus degrading glial scar and favoring axonal regrowth. However, its classic administration is invasive, infection-prone and clinically problematic. An agarose-carbomer (AC1) hydrogel, already used in SCI repair strategies, was here investigated as a delivery system capable of an effective chABC administration: the material ability to include chABC within its pores and the possibility to be injected into the target tissue were firstly proved. Subsequently, release kinetic and the maintenance of enzymatic activity were positively assessed: AC1 hydrogel was thus confirmed to be a feasible tool for chABC delivery and a promising device for spinal cord injury topic repair strategies.

19.
J Control Release ; 159(2): 271-80, 2012 Apr 30.
Artículo en Inglés | MEDLINE | ID: mdl-22227024

RESUMEN

The multifactorial pathological progress of spinal cord injury (SCI) is probably the main reason behind the absence of efficient therapeutic approaches. Hence, very recent highlights suggest the use of new multidrug delivery systems capable of local controlled release of therapeutic agents. In this work, a biocompatible hydrogel-based system was developed as multiple drug delivery tool, specifically designed for SCI repair strategies. Multiple release profiles were achieved by loading gel with a combination of low and high steric hindrance molecules. In vitro, in vivo and ex vivo release studies showed an independent combination of fast diffusion-controlled kinetics for smaller molecules together with slow diffusion-controlled kinetics for bigger ones. A preserved functionality of loaded substances was always achieved, confirming the absence of any chemical stable interactions between gel matrix and loaded molecules. Moreover, the relevant effect of the cerebrospinal fluid flux dynamics on the drug diffusion in the spinal cord tissue was here revealed for the first time: an oriented delivery of the released molecules in the spinal cord tract caudally to the gel site is demonstrated, thus suggesting a more efficient gel positioning rostrally to the lesion.


Asunto(s)
Preparaciones de Acción Retardada/administración & dosificación , Portadores de Fármacos/química , Hidrogeles/química , Regeneración Nerviosa/efectos de los fármacos , Traumatismos de la Médula Espinal/tratamiento farmacológico , Animales , Anticuerpos Monoclonales/administración & dosificación , Anticuerpos Monoclonales/farmacocinética , Anticuerpos Monoclonales/uso terapéutico , Conducta Animal/efectos de los fármacos , Preparaciones de Acción Retardada/farmacocinética , Preparaciones de Acción Retardada/uso terapéutico , Difusión , Modelos Animales de Enfermedad , Quimioterapia Combinada , Inyecciones Espinales , Imagen por Resonancia Magnética , Ratones , Ratones Endogámicos C57BL , Microscopía Fluorescente , Estructura Molecular , Fármacos Neuroprotectores/administración & dosificación , Fármacos Neuroprotectores/farmacocinética , Fármacos Neuroprotectores/uso terapéutico , Solubilidad , Traumatismos de la Médula Espinal/líquido cefalorraquídeo , Traumatismos de la Médula Espinal/patología , Propiedades de Superficie , Distribución Tisular
20.
J Phys Chem B ; 115(44): 12896-904, 2011 Nov 10.
Artículo en Inglés | MEDLINE | ID: mdl-21957875

RESUMEN

The diffusion and aggregation of sodium fluorescein in aqueous solutions was investigated adopting density functional theory (DFT) and molecular dynamics (MD) simulations. First, DFT calculations in implicit water were used to determine minimum energy structure and atomic charges of the solute, which were then used as input for explicit water MD simulations. The self-diffusion coefficient of sodium fluorescein was calculated using the Einstein equation, computing the mean square displacement from 24 ns trajectories. The calculated diffusion coefficient, 0.42 · 10(-5) cm(2) s(-1), is in good agreement with literature experimental data. The simulations confirmed the tendency of fluorescein to form dimers. In order to achieve a deeper understanding of aggregation phenomena, the dimer geometry was investigated through DFT calculations both in vacuo and in implicit water using different functionals and solvation theories. The results showed that dimerization does not occur in vacuo, as charge repulsion dominates, and that the minimum energy dimer structure is symmetric and stabilized by edge-to-face π-π interactions. The interaction energy was computed both at the DFT level and through MD simulations using Umbrella Sampling. The free interaction energy calculated with the WHAM and Umbrella Integration protocol, -1.3 kcal/mol, is in good agreement with experimental data, while the value determined using DFT calculations is significantly smaller and depends largely from the chosen functional and the computational methodology used to determine the solute-solvent boundary surface.

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