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1.
Materials (Basel) ; 15(3)2022 Jan 28.
Artículo en Inglés | MEDLINE | ID: mdl-35160962

RESUMEN

The purpose of this study is to outline relevant elements regarding the biochemical interactions between prosthetic materials used for obtaining implant-supported restorations and the oral environment. Implant-supported prostheses have seen unprecedented development in recent years, benefiting from the emergence of both new prosthetic materials (with increased biocompatibility and very good mechanical behavior), and computerized manufacturing technologies, which offer predictability, accuracy, and reproducibility. On the other hand, the quality of conventional materials for obtaining implant-supported prostheses is acknowledged, as they have already proven their clinical performance. The properties of PMMA (poly (methyl methacrylate))-which is a representative interim material frequently used in prosthodontics-and of PEEK (polyether ether ketone)-a biomaterial which is placed on the border between interim and final prosthetic use-are highlighted in order to illustrate the complex way these materials interact with the oral environment. In regard to definitive prosthetic materials used for obtaining implant-supported prostheses, emphasis is placed on zirconia-based ceramics. Zirconia exhibits several distinctive advantages (excellent aesthetics, good mechanical behavior, biocompatibility), through which its clinical applicability has become increasingly wide. Zirconia's interaction with the oral environment (fibroblasts, osteoblasts, dental pulp cells, macrophages) is presented in a relevant synthesis, thus revealing its good biocompatibility.

2.
J Pharm Sci ; 104(12): 3991-3996, 2015 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-26367379

RESUMEN

One major concern with biosimilars is that small differences compared with reference products might lead to unforeseen immunogenicity, thus affecting patient safety and drug efficacy. Differences could be due to either post-translational modifications of the therapeutic protein and/or to traces of impurities from the manufacturing process. The results presented in this communication illustrate the efforts to assess "biosimilarity" of a biosimilar candidate to a reference product for a specific group of process-related impurities, the host cell proteins (HCP). Extensive characterization of HCP in the drug substance of a biosimilar candidate revealed the identity of HCP copurifying with the protein of interest and guided process development to improve overall HCP clearance in the downstream process. The data presented illustrate the challenge of matching the reference product on either quantitative or qualitative aspects of HCP impurities.


Asunto(s)
Biosimilares Farmacéuticos/química , Proteínas/química , Biotecnología/métodos , Procesamiento Proteico-Postraduccional/efectos de los fármacos
3.
MAbs ; 3(3): 253-63, 2011.
Artículo en Inglés | MEDLINE | ID: mdl-21487244

RESUMEN

Fragmentation is a degradation pathway ubiquitously observed in proteins despite the remarkable stability of peptide bond; proteins differ only by how much and where cleavage occurs. The goal of this review is to summarize reports regarding the non-enzymatic fragmentation of the peptide backbone of monoclonal antibodies (mAbs). The sites in the polypeptide chain susceptible to fragmentation are determined by a multitude of factors. Insights are provided on the intimate chemical mechanisms that can make some bonds prone to cleavage due to the presence of specific side-chains. In addition to primary structure, the secondary, tertiary and quaternary structures have a significant impact in modulating the distribution of cleavage sites by altering local flexibility, accessibility to solvent or bringing in close proximity side chains that are remote in sequence. This review focuses on cleavage sites observed in the constant regions of mAbs, with special emphasis on hinge fragmentation. The mechanisms responsible for backbone cleavage are strongly dependent on pH and can be catalyzed by metals or radicals. The distribution of cleavage sites are different under acidic compared to basic conditions, with fragmentation rates exhibiting a minimum in the pH range 5 to 6; therefore, the overall fragmentation pattern observed for a mAb is a complex result of structural and solvent conditions. A critical review of the techniques used to monitor fragmentation is also presented; usually a compromise has to be made between a highly sensitive method with good fragment separation and the capability to identify the cleavage site. The effect of fragmentation on the function of a mAb must be evaluated on a case-by-case basis depending on whether cleavage sites are observed in the variable or constant regions, and on the mechanism of action of the molecule.


Asunto(s)
Aminoácidos/química , Anticuerpos Monoclonales/química , Fragmentos de Péptidos/química , Secuencia de Aminoácidos , Sitios de Unión , Humanos , Hidrólisis , Modelos Químicos , Estructura Molecular
4.
Mol Immunol ; 48(6-7): 860-6, 2011 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-21256596

RESUMEN

IgG monoclonal antibodies (mAbs) consist of two Fab fragments and one Fc fragment. The Fab fragments contain the variable regions and are responsible for drug specificity (via antigen binding); the Fc fragment contains constant regions and is responsible for effector functions (via interactions with Fcγ receptors) and extended serum half-life (via interaction with the neonatal Fc receptor, FcRn). There are two conserved methionine (Met) residues located in the FcRn binding site of the Fc fragment. It has been shown previously that oxidation of these two Met residues decreases the binding affinity to FcRn. We have further evaluated the impact of Met oxidation on serum half-lives of two humanized IgG1 mAbs in transgenic mice with human FcRn. Variable oxidation levels were obtained by several procedures: exposure to an oxidizing agent, accumulation during extended refrigerated storage, or chromatographic separation. Our results show that Met oxidation can result in a significant reduction of the serum circulation half-life and the magnitude of the change correlates well with the extent of Met oxidation and changes in FcRn binding affinities. The relatively low levels of Met oxidation accumulated during 3 years of refrigerated storage had minimal impact on FcRn binding and no detectable impact on the serum half-life.


Asunto(s)
Anticuerpos Monoclonales/sangre , Antígenos de Histocompatibilidad Clase I/metabolismo , Inmunoglobulina G/metabolismo , Metionina/metabolismo , Receptores Fc/metabolismo , Animales , Semivida , Humanos , Peróxido de Hidrógeno/farmacología , Cadenas Pesadas de Inmunoglobulina/química , Cadenas Pesadas de Inmunoglobulina/metabolismo , Espectrometría de Masas , Ratones , Oxidación-Reducción/efectos de los fármacos , Unión Proteica/efectos de los fármacos , Resonancia por Plasmón de Superficie , Factores de Tiempo
5.
J Chromatogr A ; 1217(42): 6496-502, 2010 Oct 15.
Artículo en Inglés | MEDLINE | ID: mdl-20828701

RESUMEN

Chromatographic separation plays a key role in the identification, quantification, and characterization of protein variants. Here we describe separation of species containing two post-translational modifications (glycosylation and methionine oxidation) in the Fc fragment of a monoclonal antibody. The method is based on cation-exchange chromatography under mildly acidic conditions that destabilize mainly the CH2 domain. Our data suggest that the separation is not mediated by the chemical modification itself, but rather by subtle structural changes induced by the chemical modification in the domain-decoupled conformation that monoclonal antibodies adopt around pH 4. Compared to other procedures already described in the literature, this method demonstrates an improved separation and allows purification of species in the native fold for additional functional characterization. This approach of separation under conditions where the protein assumes an alternative conformation could find a more general utility for the separation of chemical modifications in proteins.


Asunto(s)
Anticuerpos Monoclonales , Cromatografía Líquida de Alta Presión/métodos , Cromatografía por Intercambio Iónico/métodos , Modelos Moleculares , Conformación Proteica , Procesamiento Proteico-Postraduccional , Anticuerpos Monoclonales/química , Anticuerpos Monoclonales/metabolismo , Rastreo Diferencial de Calorimetría , Dicroismo Circular , Glicosilación , Humanos , Concentración de Iones de Hidrógeno , Metionina/química , Metionina/metabolismo , Oxidación-Reducción , Mapeo Peptídico , Desnaturalización Proteica , Espectrofotometría Ultravioleta , Temperatura
6.
Anal Chem ; 82(8): 3198-206, 2010 Apr 15.
Artículo en Inglés | MEDLINE | ID: mdl-20302349

RESUMEN

This article describes a method to analyze the kinetics of monoclonal antibody degradation and to determine the quantitative relationship between the degradation rates observed at the molecular and peptide levels. The proposed model can be applied to any degradation pathway that can be well approximated by a first order reaction; if several pathways exist, the model assumes that they are independent. Three examples are presented to illustrate the benefits of this approach. For each case, the calculated fractions of species were compared to one or more data sets to demonstrate the good agreement between experimental results and model prediction. This method can serve as a valuable tool in interpreting chromatograms of degraded samples and predicting the population of species present at the molecular level when only data from degradation observed at the peptide level is available. This method further demonstrates how deviations from predictions of simple models can be used to unravel additional, unforeseen reactions.


Asunto(s)
Anticuerpos Monoclonales/química , Péptidos/química , Cinética , Modelos Moleculares
7.
Anal Chem ; 81(15): 6148-55, 2009 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-19591437

RESUMEN

The hinge region of human IgG2 contains four cysteine residues involved in disulfide linkages between the heavy chains, as well as the heavy and light chains. These linkages provide the fundamental framework of three distinct IgG2 disulfide isoforms recently described. Here, we detail another, disulfide-related post-translational modification in a recombinant variant of human IgG2. Heterogeneity associated with this antibody was separated into several fractions by anion-exchange chromatography (AEX), which is an important initial step that highlights the resolving power of surface charge-based HPLC techniques. Mass spectrometry of the intact antibody revealed weakly resolved discrete covalent additions of 25-35 Da in one of the two main AEX fractions. Digestion by endoproteinase Lys-C performed under nonreducing conditions, as well as tandem MS experiments, narrowed the modification to the peptide-containing disulfide-bridged hinge structure. High mass resolution and accuracy measurements of the peptide strongly suggested an addition of one or two S atoms. The modification could be eliminated by a mild reducing treatment of the intact antibody. Overall, these findings are consistent with the replacement of up to two disulfide bridges (S-S) with a like number of trisulfides (S-S-S) in the antibody hinge. The trisulfide modification is rather uncommon for proteins and its possible origins in the IgG2 variant are discussed.


Asunto(s)
Anticuerpos Monoclonales/química , Inmunoglobulina G/química , Proteínas Recombinantes/química , Sulfuros/química , Rastreo Diferencial de Calorimetría , Cromatografía Líquida de Alta Presión , Cromatografía por Intercambio Iónico , Humanos , Metaloendopeptidasas/química , Procesamiento Proteico-Postraduccional , Espectrometría de Masa por Ionización de Electrospray , Espectrometría de Masas en Tándem
8.
Anal Biochem ; 392(2): 145-54, 2009 Sep 15.
Artículo en Inglés | MEDLINE | ID: mdl-19497295

RESUMEN

Despite technological advances, detection of deamidation in large proteins remains a challenge and the use of orthogonal methods is needed for unequivocal assignment. By a combination of cation-exchange separation, papain digestion, and a panel of mass spectrometry techniques we identified asparagine deamidation in light chain complementarity determining region 1 (CDR1) of a humanized IgG1 monoclonal antibody. The reaction yields both Asp and isoAsp, which were assigned by Edman degradation and by isoAsp detection using protein isoaspartate methyltransferase. The deamidated antibody variants were less potent in antigen binding compared to the nondegraded antibody. Changes in near-UV CD spectra, susceptibility to papain cleavage in an adjacent CDR2 loop, and the tendency of the newly formed isoAsp to undergo isomerization suggest local perturbations in the structure of the isoAsp-containing antibody.


Asunto(s)
Asparagina/análisis , Regiones Determinantes de Complementariedad/química , Inmunoglobulina G/química , Cadenas Ligeras de Inmunoglobulina/química , Antígenos/inmunología , Asparagina/química , Rastreo Diferencial de Calorimetría , Cromatografía Líquida de Alta Presión , Dicroismo Circular , Regiones Determinantes de Complementariedad/inmunología , Regiones Determinantes de Complementariedad/metabolismo , Cristalografía por Rayos X , Desaminación , Humanos , Concentración de Iones de Hidrógeno , Inmunoglobulina G/inmunología , Inmunoglobulina G/metabolismo , Cadenas Ligeras de Inmunoglobulina/inmunología , Cadenas Ligeras de Inmunoglobulina/metabolismo , Isomerismo , Espectrometría de Masas , Modelos Moleculares , Estructura Molecular , Papaína/metabolismo
9.
Protein Sci ; 18(8): 1573-84, 2009 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-19544580

RESUMEN

The effects of secondary structure on asparagine (N) deamidation in a 22 amino acid sequence (369-GFYPSDIAVEWESNGQPENNYK-390) of the crystallizable (Fc) fragment of a human monoclonal antibody (Fc IgG1) were investigated using high-resolution ultra performance liquid chromatography with tandem mass spectrometry (UPLC/MS). Samples containing either the intact Fc IgG (approximately 50 kD) ("intact protein"), or corresponding synthetic peptides ("peptide") were stored in Tris buffer at 37 degrees C and pH 7.5 for up to forty days, then subjected to UPLC/MS analysis with high energy MS1 fragmentation. The peptide deamidated only at N(382) to form the isoaspartate (isoD(382)) and aspartate (D(382)) products in the ratio of approximately 4:1, with a half-life of approximately 3.4 days. The succinimide intermediate (Su(382)) was also detected; deamidation was not observed for the other two sites (N(387) and N(388)) in peptide samples. The intact protein showed a 30-fold slower overall deamidation half-life of approximately 108 days to produce the isoD(382) and D(387) products, together with minor amounts of D(382). Surprisingly, the D(382) and isoD(387) products were not detected in intact protein samples and, as in the peptide samples, deamidation was not detected at N(388). The results indicate that higher order structure influences both the rate of N-deamidation and the product distribution.


Asunto(s)
Anticuerpos Monoclonales/química , Fragmentos Fc de Inmunoglobulinas/química , Inmunoglobulina G/química , Péptidos/química , Amidas/química , Secuencia de Aminoácidos , Anticuerpos Monoclonales/metabolismo , Asparagina/química , Asparagina/metabolismo , Cromatografía Líquida de Alta Presión , Humanos , Fragmentos Fc de Inmunoglobulinas/metabolismo , Inmunoglobulina G/metabolismo , Cinética , Datos de Secuencia Molecular , Péptidos/metabolismo , Estructura Secundaria de Proteína , Espectrometría de Masas en Tándem
10.
J Pharm Sci ; 97(4): 1414-26, 2008 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-17721938

RESUMEN

Temperature-induced unfolding of three humanized IgG1 monoclonal antibodies and their Fab and Fc fragments was monitored by differential scanning calorimetry at neutral pH. With some exceptions, the thermogram of the intact antibody presents two peaks and the transition with the larger experimental enthalpy contains the contribution from the Fab fragments. Although the measured enthalpy was similar for all three Fab fragments studied, the apparent melting temperatures were found to vary significantly, even for Fab fragments originating from the same human germline. Therefore, we propose to use the measured enthalpy of unfolding as the key parameter to recognize the unfolding events in the melting profile of an intact IgG1 antibody. If the variable domain sequences, resulting from complementarity determining regions (CDRs) grafting and humanization, destabilize the Fab fragment with respect to the CH3 domain, the first transition represents the unfolding of the Fab fragment and the CH2 domain, while the second transition represents CH3 domain unfolding. Otherwise, the first transition represents CH2 domain unfolding, and the second transition represents the unfolding of the Fab fragment and the CH3 domain. In some cases, the DSC profile may present three transitions, with the Fab unfolding occurring at distinct temperatures compared to the melting of the CH2 and CH3 domains. If the DSC profile of a humanized IgG1 monoclonal antibody cannot be described by the model above, the result may be an indication of significant structural heterogeneity and/or of disruption of the Fab cooperative unfolding. Low stability or heterogeneity of the Fab fragment may prove problematic for long-term storage or consistency of production. Therefore, understanding the features of a DSC profile is important for clone selection and process maturation in the early stages of development of therapeutic monoclonal antibodies.


Asunto(s)
Anticuerpos Monoclonales/química , Inmunoglobulina G/química , Secuencia de Aminoácidos , Rastreo Diferencial de Calorimetría , Regiones Determinantes de Complementariedad/química , Humanos , Concentración de Iones de Hidrógeno , Datos de Secuencia Molecular , Pliegue de Proteína , Estructura Terciaria de Proteína , Temperatura
11.
Proc Natl Acad Sci U S A ; 103(48): 18243-8, 2006 Nov 28.
Artículo en Inglés | MEDLINE | ID: mdl-17110440

RESUMEN

The development of protein subunit vaccines to combat some of the world's deadliest pathogens such as a malaria parasite, Plasmodium falciparum, is stalled, due in part to the inability to induce and sustain high-titer antibody responses. Here, we show the induction of persistent, high-titer antibody responses to recombinant Pfs25H, a human malarial transmission-blocking protein vaccine candidate, after chemical conjugation to the outer-membrane protein complex (OMPC) of Neisseria meningitidis serogroup B and adsorption to aluminum hydroxyphosphate. In mice, the Pfs25H-OMPC conjugate vaccine was >1,000 times more potent in generating anti-Pfs25H ELISA reactivity than a similar 0.5-microg dose of Pfs25H alone in Montanide ISA720, a water-in-oil adjuvant. The immune enhancement requires covalent conjugation between Pfs25H and the OMPC, given that physically mixed Pfs25H and OMPC on aluminum hydroxyphosphate failed to induce greater activity than the nonconjugated Pfs25H on aluminum hydroxyphosphate. The conjugate vaccine Pfs25H-OMPC also was highly immunogenic in rabbits and rhesus monkeys. In rhesus monkeys, the antibody responses were sustained over 18 months, at which time another vaccination with nonconjugated Pfs25H induced strong anamnestic responses. The vaccine-induced anti-Pfs25-specific antibodies in all animal species blocked the transmission of parasites to mosquitoes. Protein antigen conjugation to OMPC or other protein carrier may have general application to a spectrum of protein subunit vaccines to increase immunogenicity without the need for potentially reactogenic adjuvants.


Asunto(s)
Formación de Anticuerpos/inmunología , Antígenos de Protozoos/inmunología , Vacunas contra la Malaria , Proteínas de la Membrana/inmunología , Plasmodium falciparum/inmunología , Hidróxido de Aluminio/inmunología , Animales , Transmisión de Enfermedad Infecciosa , Inmunización , Macaca mulatta , Ratones , Unión Proteica , Volumetría
12.
J Pharm Sci ; 95(1): 70-9, 2006 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-16315228

RESUMEN

We report the preparation and the immunogenicity of a conjugate vaccine obtained by chemically conjugating a variant of the extracellular peptide fragment of influenza type A M2 protein to the human papillomavirus (HPV) viruslike particle (VLP). Conjugates comprised of approximately 4,000 copies of the antigenic peptide per VLP are obtained as the result of the reaction between a C-terminal cysteine residue on the peptide and the maleimide-activated HPV VLP. The resulting conjugates have an average particle size slightly larger than the carrier and present enhanced overall stability against chemical and thermal-induced denaturation. The M2-HPV VLP conjugates lost the binding affinity for anti-HPV conformational antibodies but retained reactivity to a M2-specific monoclonal antibody. The conjugate vaccine formulated with aluminum adjuvant and delivered in two doses of 30-ng peptide was found to be highly immunogenic and conferred good protection against lethal challenge of influenza virus in mice. These results suggest that HPV VLP can be used as a carrier for synthetic or small antigens for the development of subunit vaccines.


Asunto(s)
Virus de la Influenza A/inmunología , Vacunas contra la Influenza , Papillomaviridae , Vacunas Conjugadas , Proteínas de la Matriz Viral/inmunología , Animales , Anticuerpos Antivirales/sangre , Antígenos Virales/administración & dosificación , Antígenos Virales/inmunología , Portadores de Fármacos , Femenino , Virus de la Influenza A/patogenicidad , Ratones , Ratones Endogámicos BALB C , Fragmentos de Péptidos/administración & dosificación , Fragmentos de Péptidos/inmunología , Análisis de Supervivencia , Vacunación , Proteínas de la Matriz Viral/administración & dosificación , Virión
13.
J Virol ; 79(12): 7380-8, 2005 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-15919893

RESUMEN

Conventional influenza vaccines can prevent infection, but their efficacy depends on the degree of antigenic "match" between the strains used for vaccine preparation and those circulating in the population. A universal influenza vaccine based on invariant regions of the virus, able to provide broadly cross-reactive protection, without requiring continuous manufacturing update, would solve a major medical need. Since the temporal and geographical dominance of the influenza virus type and/or subtype (A/H3, A/H1, or B) cannot yet be predicted, a universal vaccine, like the vaccines currently in use, should include both type A and type B influenza virus components. However, while encouraging preclinical data are available for influenza A virus, no candidate universal vaccine is available for influenza B virus. We show here that a peptide conjugate vaccine, based on the highly conserved maturational cleavage site of the HA(0) precursor of the influenza B virus hemagglutinin, can elicit a protective immune response against lethal challenge with viruses belonging to either one of the representative, non-antigenically cross-reactive influenza B virus lineages. We demonstrate that protection by the HA(0) vaccine is mediated by antibodies, probably through effector mechanisms, and that a major part of the protective response targets the most conserved region of HA(0), the P1 residue of the scissile bond and the fusion peptide domain. In addition, we present preliminary evidence that the approach can be extended to influenza A virus, although the equivalent HA(0) conjugate is not as efficacious as for influenza B virus.


Asunto(s)
Diseño de Fármacos , Glicoproteínas Hemaglutininas del Virus de la Influenza , Virus de la Influenza B/inmunología , Vacunas contra la Influenza , Gripe Humana/prevención & control , Precursores de Proteínas , Secuencia de Aminoácidos , Animales , Anticuerpos Antivirales/sangre , Glicoproteínas Hemaglutininas del Virus de la Influenza/química , Glicoproteínas Hemaglutininas del Virus de la Influenza/genética , Glicoproteínas Hemaglutininas del Virus de la Influenza/metabolismo , Humanos , Virus de la Influenza A/inmunología , Virus de la Influenza B/patogenicidad , Vacunas contra la Influenza/administración & dosificación , Vacunas contra la Influenza/química , Vacunas contra la Influenza/inmunología , Ratones , Ratones Endogámicos BALB C , Modelos Moleculares , Datos de Secuencia Molecular , Péptidos/química , Péptidos/genética , Péptidos/inmunología , Precursores de Proteínas/química , Precursores de Proteínas/genética , Precursores de Proteínas/metabolismo , Vacunas Conjugadas/administración & dosificación , Vacunas Conjugadas/química , Vacunas Conjugadas/inmunología
14.
Vaccine ; 22(23-24): 2993-3003, 2004 Aug 13.
Artículo en Inglés | MEDLINE | ID: mdl-15297047

RESUMEN

A universal influenza virus vaccine that does not require frequent updates and/or annual immunizations will offer significant advantages over current seasonal flu vaccines. The highly conserved influenza virus A M2 membrane protein has been previously suggested as a potential antigen target for such a vaccine. Here, we report systematic evaluation of M2 peptide conjugate vaccines (synthetic peptides of M2 extracellular domain conjugated to keyhole limpet hemocyanin (KLH) or Neisseria meningitidis outer membrane protein complex (OMPC)) in mice, ferrets, and rhesus monkeys. The conjugate vaccines were highly immunogenic in all species tested and were able to confer both protection against lethal challenge of either H1N1 or H3N1 virus in mice and reduce viral shedding in the lower respiratory tracts of mice and ferrets. The protection against lethal challenge in mice could also be achieved by passive transfer of monkey sera containing high M2 antibody titers. In addition, we showed that M2 antisera were cross reactive with M2 peptides derived from a wide range of human influenza A strains, but they failed to react with M2 peptides of the pathogenic H5N1 virus (A/Hong Kong/97). The data presented here will permit better understanding of the potential of an M2-based vaccine approach.


Asunto(s)
Virus de la Influenza A/inmunología , Vacunas contra la Influenza/uso terapéutico , Infecciones por Orthomyxoviridae/inmunología , Infecciones por Orthomyxoviridae/prevención & control , Secuencia de Aminoácidos , Animales , Anticuerpos Antivirales/análisis , Anticuerpos Antivirales/biosíntesis , Proteínas de la Membrana Bacteriana Externa/inmunología , Ensayo de Inmunoadsorción Enzimática , Femenino , Hurones , Hemocianinas/inmunología , Pulmón/virología , Macaca mulatta , Ratones , Ratones Endogámicos BALB C , Datos de Secuencia Molecular , Mucosa Nasal/virología , Neisseria meningitidis/inmunología , Infecciones por Orthomyxoviridae/virología , Vacunas Conjugadas/inmunología , Vacunas de Subunidad/inmunología , Replicación Viral
15.
Biophys J ; 82(4): 2244-55, 2002 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-11916879

RESUMEN

A hybrid analysis that combines the maximum entropy method (MEM) with nonlinear least squares (NLS) fitting has been developed to interpret a general time-dependent signal. Data that include processes of opposite sign and a slow baseline drift can be inverted to obtain both a continuous distribution of lifetimes and a sum of discrete exponentials. Fits by discrete exponentials are performed with initial parameters determined from the distribution of lifetimes obtained with the MEM. The regularization of the parameter space achieved by the MEM stabilizes the introduction of each successive exponential in the NLS fits. This hybrid approach is particularly useful when fitting by a large number of exponentials. Revision of the MEM "prior" based on features in the data can improve the lifetime distribution obtained. Standard errors in the mean are estimated automatically for raw data. The results presented for simulated data and for fluorescence measurements of protein folding illustrate the utility and accuracy of the hybrid algorithm. Analysis of the folding of dihydrofolate reductase reveals six kinetic processes, one more than previously reported.


Asunto(s)
Biofisica/métodos , Pliegue de Proteína , Tetrahidrofolato Deshidrogenasa/química , Algoritmos , Entropía , Inhibidores Enzimáticos/farmacología , Cinética , Análisis de los Mínimos Cuadrados , Metotrexato/farmacología , Modelos Estadísticos , Unión Proteica , Espectrometría de Fluorescencia , Factores de Tiempo
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