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1.
Proteins ; 86(11): 1147-1156, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-30168197

RESUMO

Protein aggregation is a phenomenon that has attracted considerable attention within the pharmaceutical industry from both a developability standpoint (to ensure stability of protein formulations) and from a research perspective for neurodegenerative diseases. Experimental identification of aggregation behavior in proteins can be expensive; and hence, the development of accurate computational approaches is crucial. The existing methods for predicting protein aggregation rely mostly on the primary sequence and are typically trained on amyloid-like proteins. However, the training bias toward beta amyloid peptides may worsen prediction accuracy of such models when applied to larger protein systems. Here, we present a novel algorithm to identify aggregation-prone regions in proteins termed "AggScore" that is based entirely on three-dimensional structure input. The method uses the distribution of hydrophobic and electrostatic patches on the surface of the protein, factoring in the intensity and relative orientation of the respective surface patches into an aggregation propensity function that has been trained on a benchmark set of 31 adnectin proteins. AggScore can accurately identify aggregation-prone regions in several well-studied proteins and also reliably predict changes in aggregation behavior upon residue mutation. The method is agnostic to an amyloid-specific aggregation context and thus may be applied to globular proteins, small peptides and antibodies.


Assuntos
Modelos Biológicos , Agregados Proteicos , Proteínas/química , Algoritmos , Peptídeos beta-Amiloides/química , Anticorpos/química , Hormônio do Crescimento/química , Humanos , Interações Hidrofóbicas e Hidrofílicas , Conformação Proteica , Solubilidade , Eletricidade Estática
2.
J Pharm Sci ; 101(10): 3962-78, 2012 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-22786684

RESUMO

Expression and function of drug transporters and drug-metabolizing enzymes (DMEs) in the gastrointestinal tract are critical attributes of intestinal physiology that influence the absorption of orally administered compounds. The purpose of this study was to examine the effects of media composition and cell source on mRNA expression and function of pharmaceutically relevant drug transporters and DMEs from two different sources of Caco-2 cells. Briefly, cells were cultured in either minimum essential medium alpha or Dulbecco's modified Eagle's medium. Total RNA was isolated from each experimental group, and mRNA expression was evaluated using quantitative reverse-transcriptase polymerase chain reaction arrays. Principal component analysis was used to analyze results, which indicated variable transporter and metabolic expression attributable to differences in media composition and cell source. In addition, transport properties of paracellular markers and proton-dependent oligopeptide transporter-mediated substrates across Caco-2 cell monolayers were assessed. Transport experiments demonstrated significant differences in both paracellular and transcellular permeation resultant from differences in media composition and cell source. These studies support previous findings that media composition and cell source may significantly impact expressional and functional characteristics of Caco-2 cells. Standardization of culture-related methodology may reduce variability associated with Caco-2 cells, enabling more meaningful intralaboratory and interlaboratory data comparisons.


Assuntos
Meios de Cultura , Proteínas de Membrana Transportadoras/biossíntese , Proteínas de Membrana Transportadoras/genética , Transporte Biológico , Células CACO-2 , Linhagem Celular , Humanos , Inativação Metabólica , Proteínas de Membrana Transportadoras/metabolismo , RNA Mensageiro/genética
3.
J Pharm Sci ; 101(4): 1616-30, 2012 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-22213613

RESUMO

The HT-29 cell line forms a confluent monolayer with tight junctions, but displays different phenotypes when cultured for 21 days in galactose-supplemented media (differentiated) versus glucose-supplemented media (dedifferentiated). This study is aimed at elucidating how media differences might affect selected drug transporter expression and peptide-based substrate transport toward reducing this variability. A vial of HT-29 cells was amplified and cultured over several passages in four different mediums (American Type Culture Collection recommended McCoy's 5A versus Dulbecco's modified Eagle's media containing glucose, galactose, or neither carbohydrate) with normal supplementation. Transporter mRNA expression was characterized at days 5 and 21 postseeding utilizing SABiosciences quantitative reverse-transcriptase polymerase chain reaction (qRT-PCR) drug transporter arrays. Transport studies using [H]histidine, [(3) H]glycylsarcosine, [(3) H]valacyclovir, and [(3) H]carnosine were performed to assess the functional effects of oligopeptide transporter expression changes in HT-29 cells grown in each media. qRT-PCR arrays illustrated variable, media-dependent transporter expression between both the initial and differentiated time points. Permeability studies illustrated considerable media-dependent differences in both paracellular and transcellular substrate fluxes. The results demonstrate that these cells exhibit differing monolayer characteristics and genotypic/phenotypic profile properties when cultured under different media. The results suggest a need for standardization of culture methodologies for reducing inter- and intralaboratory variability.


Assuntos
Meios de Cultura , Proteínas de Membrana Transportadoras/genética , Carnosina/metabolismo , Células HT29 , Histidina/metabolismo , Humanos , RNA Mensageiro/análise , Reação em Cadeia da Polimerase Via Transcriptase Reversa
4.
Rev Mex Cienc Farm ; 42(4): 57-65, 2011 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-23888104

RESUMO

There have been relatively few studies focused on the proton-dependent oligopeptide transporter (POT) superfamily member, Peptide/Histidine Transporter 1 (PHT1), with respect to its contribution to the ADME of peptides and peptide-based drugs. These studies were conducted to determine hPHT1-mediated, H+-dependent uptake kinetics of histidine, carnosine, Gly-Sar and valacyclovir in stably transfected hPHT1-COS-7 cells comparative to kinetics determined in an empty vector (Mock) stably transfected cell line. The results suggest that Gly-Sar appears to be a substrate for PHT1 based on efflux from the stably transfected hPHT1 COS-7 cells. Histidine and Gly-Sar concentration- and time-dependent studies suggest mixed-uptake kinetics. These studies suggest that stably transfected hPHT1-COS-7 cells exhibit different uptake kinetics than those observed in our previous studies and illustrate the requirement for experiments to delineate the physiological role of hPHT1.

5.
Mol Pharm ; 7(4): 1057-68, 2010 Aug 02.
Artigo em Inglês | MEDLINE | ID: mdl-20524699

RESUMO

Initial studies indicate that the newly developed hCMEC/D3 cell line may prove to be a useful model for studying the physiology of the human blood-brain barrier (BBB) endothelium. The purpose of this study was to assess the mRNA expression of several ABC and SLC transporters, with an emphasis on the proton-coupled oligopeptide transporter superfamily (POT) transporters in this immortalized BBB cell model. The transport kinetics of POT-substrates was also evaluated. The hCMEC/D3 cell line was maintained in a modified EGM-2 medium in collagenated culture flasks and passaged every 3-4 days at approximately 85%-95% confluence. Messenger RNA (mRNA) expression of a variety of ABC and SLC transporters was evaluated using qRT-PCR arrays, while additional qRT-PCR primers were designed to assess the expression of POT members. The transport kinetics of mannitol and urea were utilized to quantitatively estimate the intercellular pore radius, while POT substrate transport was also determined to assess the suitability of the cell model from a drug screening perspective. Optimization of the cell line was attempted by culturing with on laminin and fibronectin enhanced collagen and in the presence of excess Ca(2+). hCMEC/D3 cells express both hPHT1 and hPHT2, while little to no expression of either hPepT1 or hPepT2 was observed. The relative expression of other ABC and SLC transporters is discussed. While POT substrate transport does suggest suitability for BBB drug permeation screening, the relative intercellular pore radius was estimated at 19 A, significantly larger than that approximated in vivo. Culturing with extracellular matrix proteins did not alter mannitol permeability. These studies characterized this relevant human hCMEC/D3 BBB cell line with respect to both the relative mRNA expression of various ABC and SLC transporters and its potential utility as an in vitro screening tool for brain permeation. Additional studies are required to adequately determine the potential to establish an in vivo correlation.


Assuntos
Transportadores de Cassetes de Ligação de ATP/metabolismo , Barreira Hematoencefálica/metabolismo , Proteínas de Membrana Transportadoras/metabolismo , Subfamília B de Transportador de Cassetes de Ligação de ATP , Membro 1 da Subfamília B de Cassetes de Ligação de ATP/genética , Membro 1 da Subfamília B de Cassetes de Ligação de ATP/metabolismo , Transportadores de Cassetes de Ligação de ATP/genética , Barreira Hematoencefálica/citologia , Western Blotting , Proteínas de Transporte/genética , Proteínas de Transporte/metabolismo , Linhagem Celular , Humanos , Proteínas de Membrana Transportadoras/genética , Proteínas Associadas à Resistência a Múltiplos Medicamentos/genética , Proteínas Associadas à Resistência a Múltiplos Medicamentos/metabolismo , Proteínas do Tecido Nervoso/genética , Proteínas do Tecido Nervoso/metabolismo , Transportador 1 de Peptídeos , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Simportadores/genética , Simportadores/metabolismo
6.
Int J Pharm ; 393(1-2): 17-31, 2010 Jun 30.
Artigo em Inglês | MEDLINE | ID: mdl-20417699

RESUMO

Traditionally most pharmaceutical excipients used for peroral dosage forms have been considered to be inert, although they have been known to play an important role in governing the release of the active pharmaceutical ingredient (API) required for the desired therapeutic effect. Of considerable interest is the emerging data demonstrating that many of these "inert" excipients may produce subtle changes that could directly or indirectly alter the activity of membrane-spanning proteins such as transporters. In this way, excipients could be altering the overall ADMET properties of an incorporated drug thereby affecting its intended therapeutic efficacy and/or enhancing adverse side effects. Therefore, given this recent evidence, it seems necessary to review what has been reported in the literature on interactions of excipients with human physiological entities, particularly transporters. As of today, safety/toxicity evaluations are typically based on the appearance of gross morphological changes rather than the effects on a cellular level, the ability of excipients in modifying the pharmacological activity of an active drug could lead to toxicity evaluation in routine for each additive used in oral formulations. Further knowledge on this subject will enable formulators to make more rational decisions in dosage form design and will help answer the question of whether certain excipients should be considered active pharmaceutical components of formulations.


Assuntos
Excipientes/farmacologia , Absorção Intestinal/efeitos dos fármacos , Intestinos/efeitos dos fármacos , Proteínas de Membrana Transportadoras/efeitos dos fármacos , Preparações Farmacêuticas/metabolismo , Transportadores de Cassetes de Ligação de ATP/efeitos dos fármacos , Transportadores de Cassetes de Ligação de ATP/metabolismo , Administração Oral , Animais , Química Farmacêutica , Composição de Medicamentos , Excipientes/administração & dosagem , Excipientes/química , Humanos , Mucosa Intestinal/metabolismo , Cinética , Proteínas de Membrana Transportadoras/metabolismo , Preparações Farmacêuticas/administração & dosagem , Preparações Farmacêuticas/química , Farmacocinética , Tecnologia Farmacêutica/métodos
7.
J Pharm Sci ; 96(1): 209-22, 2007 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-17016853

RESUMO

BACKGROUND: Sirolimus (SIR) alone or in combination with cyclosporine (CsA) or tacrolimus (TAC) are used in solid organ transplantation, but uncertainty remains regarding their respective atherogenic potentials. METHODS: THP-1 cells were cultured as macrophages and then treated with plasma trough and peak concentration doses of SIR, SIR/CsA or SIR/TAC to assess the time- and dose-dependent mRNA or protein expression of selected atherogenic genes. The selected atherogenic genes included: the macrophage scavenger receptors (MSRs) CD36, CD68, scavenger receptor (SR)-A, SR-BII, and LOX-1; the nuclear hormone receptors peroxisome proliferator activated receptor gamma (PPARgamma) and liver-X-receptor alpha (LXRalpha); and the cholesterol efflux transporter (ABCA-1). RESULTS: SIR-mediated changes in mRNA included the upregulation of ABCA1, downregulation of CD68, SR-A and SR-BII, and concentration- and/or time-dependent effects on CD36, LOX-1, PPARgamma, and LXRalpha that did not translate into significant protein changes. With SIR/CsA, the protein expressions of PPARgamma and ABCA-1 were downregulated at 8 h. In contrast, with SIR/TAC, PPARgamma, and ABCA-1 protein expressions were upregulated at 8 h. CONCLUSIONS: Combination results differed from findings with SIR alone, supporting the observed clinical phenotype with calcineurin inhibitors. These findings may provide a rationale for the development of novel drug delivery strategies to mitigate adverse pharmacodynamic responses.


Assuntos
Inibidores de Calcineurina , Ciclosporina/farmacologia , Imunossupressores/farmacologia , Macrófagos/efeitos dos fármacos , Receptores Citoplasmáticos e Nucleares/metabolismo , Receptores Depuradores/metabolismo , Sirolimo/farmacologia , Tacrolimo/farmacologia , Transportador 1 de Cassete de Ligação de ATP , Transportadores de Cassetes de Ligação de ATP/metabolismo , Aterosclerose/induzido quimicamente , Aterosclerose/metabolismo , Antígenos CD36/metabolismo , Linhagem Celular , Ciclosporina/efeitos adversos , Proteínas de Ligação a DNA/metabolismo , Relação Dose-Resposta a Droga , Interações Medicamentosas , Regulação da Expressão Gênica/efeitos dos fármacos , Humanos , Receptores X do Fígado , Macrófagos/imunologia , Macrófagos/metabolismo , Receptores Nucleares Órfãos , PPAR gama/metabolismo , RNA Mensageiro/metabolismo , Sirolimo/efeitos adversos , Tacrolimo/efeitos adversos , Fatores de Tempo
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