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1.
MAbs ; 16(1): 2292688, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38117548

RESUMEN

The higher order structure (HOS) of monoclonal antibodies (mAbs) is an important quality attribute with strong contribution to clinically relevant biological functions and drug safety. Due to the multi-faceted nature of HOS, the synergy of multiple complementary analytical approaches can substantially improve the understanding, accuracy, and resolution of HOS characterization. In this study, we applied one- and two-dimensional (1D and 2D) nuclear magnetic resonance (NMR) spectroscopy coupled with chemometric analysis, as well as circular dichroism (CD), differential scanning calorimetry (DSC), and fluorescence spectroscopy as orthogonal methods, to characterize the impact of methionine (Met) oxidation on the HOS of an IgG1 mAb. We used a forced degradation method involving concentration-dependent oxidation by peracetic acid, in which Met oxidation is site-specifically quantified by liquid chromatography-mass spectrometry. Conventional biophysical techniques report nuanced results, in which CD detects no change to the secondary structure and little change in the tertiary structure. Yet, DSC measurements show the destabilization of Fab and Fc domains due to Met oxidation. More importantly, our study demonstrates that 1D and 2D NMR and chemometric analysis can provide semi-quantitative analysis of chemical modifications and resolve localized conformational changes with high sensitivity. Furthermore, we leveraged a novel 15N-Met labeling technique of the antibody to directly observe structural perturbations at the oxidation sites. The NMR methods described here to probe HOS changes are highly reliable and practical in biopharmaceutical characterization.


Asunto(s)
Anticuerpos Monoclonales , Metionina , Quimiometría , Racemetionina , Espectroscopía de Resonancia Magnética
2.
Anal Chem ; 95(46): 16840-16849, 2023 11 21.
Artículo en Inglés | MEDLINE | ID: mdl-37933954

RESUMEN

Characterizing changes in the higher order structure (HOS) of monoclonal antibodies upon stressed conditions is critical to gaining a better understanding of the product and process. One single biophysical approach may not be best suited to assess HOS comprehensively; thus, the synergy from multiple, complementary approaches improves characterization accuracy and resolution. In this study, we employed two mass spectrometry (MS )-based footprinting techniques, namely, fast photochemical oxidation of proteins (FPOP)-MS and hydrogen-deuterium exchange (HDX)-MS, supported by dynamic light scattering (DLS), differential scanning calorimetry (DSC), circular dichroism (CD), and nuclear magnetic resonance (NMR) to study changes to the HOS of a mAb upon thermal stress. The biophysical techniques report a nuanced characterization of the HOS in which CD detects no changes to the secondary or tertiary structure, yet DLS measurements show an increase in the hydrodynamic radius. DSC indicates that the stability decreases, and chemical or conformational changes accumulate with incubation time according to NMR. Furthermore, whereas HDX-MS does not indicate HOS changes, FPOP-MS footprinting reveals conformational changes at residue resolution for some amino acids. The local phenomena observed with FPOP-MS indicate that several residues show various patterns of degradation during thermal stress: no change, an increase in solvent exposure, and a biphasic response to solvent exposure. All evidences show that FPOP-MS efficiently resolves subtle structural changes and novel degradation pathways upon thermal stress treatment at residue-level resolution.


Asunto(s)
Anticuerpos Monoclonales , Espectrometría de Masas de Intercambio de Hidrógeno-Deuterio , Anticuerpos Monoclonales/química , Espectrometría de Masas/métodos , Imagen por Resonancia Magnética , Solventes , Conformación Proteica
3.
Pharm Res ; 40(10): 2457-2467, 2023 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-37798537

RESUMEN

PURPOSE: Nuclear magnetic resonance (NMR) spectroscopy provides the sensitivity and specificity to probe the higher order structure (HOS) of monoclonal antibodies (mAbs) for potential changes. This study demonstrates an application of chemometric tools to measure differences in the NMR spectra of mAbs after forced degradation relative to the respective unstressed starting materials. METHODS: Samples of adalimumab (Humira, ADL-REF) and trastuzumab (Herceptin, TRA-REF) were incubated in three buffer-pH conditions at 40°C for 4 weeks to compare to a control sample that was left unstressed. Replicate 1D 1H and 2D 1H-13C HMQC NMR spectra were collected on all samples. Chemometric analyses such as Easy Comparability of HOS (ECHOS), PROtein FIngerprinting by Lineshape Enhancement (PROFILE), and Principal Component Analysis (PCA) were applied to capture and quantitate differences between the spectra. RESULTS: Visual and statistical inspection of the 2D 1H-13C HMQC spectra of adalimumab and trastuzumab after forced degradation conditions shows no changes in the spectra relative to the unstressed material. Chemometric analysis of the 1D 1H NMR spectra shows only minor changes in the spectra of adalimumab after forced degradation, but significant differences in trastuzumab. CONCLUSION: The chemometric analyses support the lack of statistical differences in the structure of pH-thermal stressed adalimumab, however, it reveals conformational changes or chemical modifications in trastuzumab after forced degradation. Application of chemometrics in comparative NMR studies enables HOS characterization and showcases the sensitivity and specificity in detecting differences in the spectra of mAbs after pH-thermal forced degradation with respect to local and global protein structure.


Asunto(s)
Anticuerpos Monoclonales , Quimiometría , Anticuerpos Monoclonales/química , Adalimumab , Espectroscopía de Resonancia Magnética/métodos , Trastuzumab , Concentración de Iones de Hidrógeno
5.
J Med Chem ; 65(24): 16234-16251, 2022 12 22.
Artículo en Inglés | MEDLINE | ID: mdl-36475645

RESUMEN

With the emergence and rapid spreading of NDM-1 and existence of clinically relevant VIM-1 and IMP-1, discovery of pan inhibitors targeting metallo-beta-lactamases (MBLs) became critical in our battle against bacterial infection. Concurrent with our fragment and high-throughput screenings, we performed a knowledge-based search of known metallo-beta-lactamase inhibitors (MBLIs) to identify starting points for early engagement of medicinal chemistry. A class of compounds exemplified by 11, discovered earlier as B. fragilis metallo-beta-lactamase inhibitors, was selected for in silico virtual screening. From these efforts, compound 12 was identified with activity against NDM-1 only. Initial exploration on metal binding design followed by structure-guided optimization led to the discovery of a series of compounds represented by 23 with a pan MBL inhibition profile. In in vivo studies, compound 23 in combination with imipenem (IPM) robustly lowered the bacterial burden in a murine infection model and became the lead for the invention of MBLI clinical candidates.


Asunto(s)
Infecciones Bacterianas , Inhibidores de beta-Lactamasas , Animales , Ratones , Inhibidores de beta-Lactamasas/farmacología , Inhibidores de beta-Lactamasas/uso terapéutico , Inhibidores de beta-Lactamasas/química , Imipenem/farmacología , Imipenem/uso terapéutico , beta-Lactamasas/metabolismo , Antibacterianos/farmacología , Antibacterianos/uso terapéutico , Antibacterianos/química , Pruebas de Sensibilidad Microbiana
6.
Front Immunol ; 13: 932252, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36177046

RESUMEN

CD4+ T-cell activation through recognition of Human Leukocyte Antigen II (HLAII)-presented peptides is a key step in the development of unwanted immune response against biotherapeutics, such as the generation of anti-drug antibodies (ADA). Therefore, the identification of HLAII-presented peptides derived from biotherapeutics is a crucial part of immunogenicity risk assessment and mitigation strategies during drug development. To date, numerous CD4+ T-cell epitopes have been identified by HLAII immunopeptidomics in antibody-based biotherapeutics using either their native or aggregated form. Antibody-target immune complexes have been detected in patients with ADA and are thought to play a role in ADA development by enhancing the presentation of CD4+ T-cell epitopes at the surface of antigen presenting cells (APCs). The aim of this study was to investigate the effect of biotherapeutic antibody-target immune complexes on the HLAII peptide presentation of biotherapeutics in human primary monocyte-derived dendritic cells (DCs). The trimeric tumor necrosis factor (TNF) and its biotherapeutic antagonists infliximab (INFL), adalimumab (ADAL), and a single armed Fab' were used as a model system. The HLAII immunopeptidome of DCs loaded with antagonists or their immune complexes with TNF was analyzed by trapped ion mobility time-of-flight mass spectrometry (timsTOF MS) leading to the identification of ~ 12,000 unique HLAII-associated peptides per preparation. Anti-TNF sequences were detected at a median of 0.3% of the total immunopeptidome, against a majority background of peptides from endogenous and media-derived proteins. TNF antagonist presentation spanned the variable and constant regions in a widespread manner in both light and heavy chains, consistent with previously discovered HLAII peptides. This investigation extends the collection of observed HLAII peptides from anti-TNF biotherapeutics to include sequences that at least partially span the complementary determining regions (CDRs), such as the LCDR1 for both INFL and ADAL. Although antagonist presentation varied significantly across donors, peptides from both bivalent antagonists INFL and ADAL were more highly presented relative to the Fab'. While TNF immune complexes did not alter overall HLAII presentation, a moderate increase in presentation of a subset of peptide clusters was observed in the case of INFL-TNF, which included HCDR2, HCDR3 and LCDR2 sequences.


Asunto(s)
Epítopos de Linfocito T , Inhibidores del Factor de Necrosis Tumoral , Adalimumab , Complejo Antígeno-Anticuerpo , Antígenos HLA , Humanos , Infliximab/uso terapéutico , Péptidos , Factor de Necrosis Tumoral alfa/metabolismo
7.
Bioorg Med Chem ; 66: 116820, 2022 07 15.
Artículo en Inglés | MEDLINE | ID: mdl-35594650

RESUMEN

Synthesis of medium-sized rings is known to be challenging due to high transannular strain especially for 9- and 10-membered rings. Herein we report design and synthesis of unprecedented 9- and 10-membered purine 8,5'-cyclonucleosides as the first cyclonucleoside PRMT5 inhibitors. The cocrystal structure of PRMT5:MEP50 in complex with the synthesized 9-membered cyclonucleoside 1 revealed its binding mode in the SAM binding pocket of PRMT5.


Asunto(s)
Proteínas Adaptadoras Transductoras de Señales , Proteína-Arginina N-Metiltransferasas , Proteínas Adaptadoras Transductoras de Señales/metabolismo , Proteína-Arginina N-Metiltransferasas/química
8.
ACS Med Chem Lett ; 12(11): 1678-1688, 2021 Nov 11.
Artículo en Inglés | MEDLINE | ID: mdl-34795856

RESUMEN

Comprehensive synthetic strategies afforded a diverse set of structurally unique bicyclic proline-containing arginase inhibitors with a high degree of three-dimensionality. The analogs that favored the Cγ-exo conformation of the proline improved the arginase potency over the initial lead. The novel synthetic strategies reported here not only enable access to previously unknown stereochemically complex proline derivatives but also provide a foundation for the future synthesis of bicyclic proline analogs, which incorporate inherent three-dimensional character into building blocks, medicine, and catalysts and could have a profound impact on the conformation of proline-containing peptides and macrocycles.

9.
ACS Med Chem Lett ; 12(9): 1380-1388, 2021 Sep 09.
Artículo en Inglés | MEDLINE | ID: mdl-34527178

RESUMEN

Recent data suggest that the inhibition of arginase (ARG) has therapeutic potential for the treatment of a number of indications ranging from pulmonary and vascular disease to cancer. Thus, high demand exists for selective small molecule ARG inhibitors with favorable druglike properties and good oral bioavailability. In light of the significant challenges associated with the unique physicochemical properties of previously disclosed ARG inhibitors, we use structure-based drug design combined with a focused optimization strategy to discover a class of boronic acids featuring a privileged proline scaffold with superior potency and oral bioavailability. These compounds, exemplified by inhibitors 4a, 18, and 27, demonstrated a favorable overall profile, and 4a was well tolerated following multiple days of dosing at concentrations that exceed those required for serum arginase inhibition and concomitant arginine elevation in a syngeneic mouse carcinoma model.

10.
J Pharm Sci ; 109(10): 3223-3230, 2020 10.
Artículo en Inglés | MEDLINE | ID: mdl-32758548

RESUMEN

Protein higher order structure (HOS) is an important product quality attribute that governs the structure-function characteristics, safety, and efficacy of therapeutic proteins. Infrared (IR) spectroscopy has long been recognized as a powerful biophysical tool in determining protein secondary structure and monitoring the dynamic structural changes. Such biophysics analyses help establish process and product knowledge, understand the impact of upstream (cell culture) and downstream (purification) process conditions, create stable formulations, monitor product stability, and assess product comparability when process improvements are implemented (or establish biosimilarity to originator products). This paper provides an overview of a novel automated mid-IR spectroscopic technique called microfluidic modulation spectroscopy (MMS) for the characterization of protein secondary structure. The study demonstrates that MMS secondary structure analysis of therapeutic monoclonal antibodies (mAb) is comparable with a conventional Fourier transform infrared (FTIR) method. More importantly the study shows MMS exhibits higher sensitivity and repeatability for low concentration samples over FTIR, as well as provides automated operation and superior robustness with simplified data analysis, increasing the utility of the instrument in determination of mAb secondary structure. Therefore, we propose that the MMS method can be widely applied in characterization and comparability/biosimilarity studies for biopharmaceutical process and product development.


Asunto(s)
Anticuerpos Monoclonales , Biosimilares Farmacéuticos , Estructura Secundaria de Proteína , Espectrofotometría Infrarroja , Espectroscopía Infrarroja por Transformada de Fourier
11.
ACS Omega ; 5(23): 14173-14179, 2020 Jun 16.
Artículo en Inglés | MEDLINE | ID: mdl-32566885

RESUMEN

The metazoan second messenger 2'3'-cyclic guanosine monophosphate-adenosine monophosphate (cGAMP) is a cyclic dinucleotide (CDN) that induces secretion of type I interferons and activates the immune system and has thus attracted significant interest as a vaccine adjuvant or immunotherapeutic. CDN bisphosphorothioates are of particular interest because of their increased hydrolytic stability and improved cell activities. In our work with CDN bisphosphorothioates, we sought a method for systematic determination of the absolute stereochemistry of their phosphorothioate stereocenters. A novel biocatalytic method employing snake venom phosphodiesterase (svPDE) and nP1 has been developed and successfully applied to stereochemistry determination of 2'3'-cGAMP bisphosphorothioates. This method unambiguously assigned the phosphorothioate stereochemistry of four diastereomers of 2'3'-cGAMP bisphosphorothioate by analyzing distinct hydrolysis patterns of the bisphosphorothioate diastereomers upon incubation with svPDE and nP1. Furthermore, the regiospecificity as well as stereospecificity of both svPDE and nP1 toward 2'3'-cGAMP bisphosphorothioate has been elucidated.

12.
ACS Med Chem Lett ; 11(4): 582-588, 2020 Apr 09.
Artículo en Inglés | MEDLINE | ID: mdl-32292567

RESUMEN

The action of arginase, a metalloenzyme responsible for the hydrolysis of arginine to urea and ornithine, is hypothesized to suppress immune-cell activity within the tumor microenvironment, and thus its inhibition may constitute a means by which to potentiate the efficacy of immunotherapeutics such as anti-PD-1 checkpoint inhibitors. Taking inspiration from reported enzyme-inhibitor cocrystal structures, we designed and synthesized novel inhibitors of human arginase possessing a fused 5,5-bicyclic ring system. The prototypical member of this class, 3, when dosed orally, successfully demonstrated serum arginase inhibition and concomitant arginine elevation in a syngeneic mouse carcinoma model, despite modest oral bioavailability. Structure-based design strategies to improve the bioavailability of this class, including scaffold modification, fluorination, and installation of active-transport recognition motifs were explored.

13.
Chem Sci ; 10(19): 5073-5078, 2019 May 21.
Artículo en Inglés | MEDLINE | ID: mdl-31183058

RESUMEN

Ni/photoredox (4DPAIPN) dual catalysis enabled challenging peptide C(sp2)-O coupling reactions. Successful cross-coupling reactions were demonstrated with highly functionalized alcohols including side chains of amino acids (i.e., serine, threonine, tyrosine), trans-4-hydroxy-l-proline, alkyl alcohols, alkynylated alcohols, and carbohydrates. Coupling reactions between bromobenzoyl-capped peptides containing various side chains and either a protected serine building block or a serine-containing dipeptide also proceeded efficiently. Chemoselective C-O coupling (over C-N) was achieved in intermolecular reactions in the presence of a C-terminal primary amide. Furthermore, by judicious structural design in combination with computational modeling, we demonstrated side chain-to-tail macrocyclization of peptides containing a ß-turn motif via C-O coupling. The methodology developed in this work brings new opportunities for late-stage diversification of complex linear and macrocyclic peptides.

14.
Chem Sci ; 9(17): 4168-4175, 2018 May 07.
Artículo en Inglés | MEDLINE | ID: mdl-29780547

RESUMEN

Two radical-based approaches have been developed to effect the trifluoromethylation of aryl C-H bonds in native peptides either using stoichiometric oxidant or visible light photoredox catalysis. The reported methods are able to derivatize tyrosine and tryptophan sidechains under biocompatible conditions, and a number of examples are reported involving fully unprotected peptides with up to 51 amino acids. The development of this chemistry adds to the growing array of chemical methods for selectively modifying amino acid residues in the context of complex peptides. The direct incorporation of trifluoromethyl groups into biopolymers enables the study of a range of biological and biochemical systems, and preliminary results indicate this method can be extended to the incorporation of other fluoroalkyl groups for bioconjugation applications.

15.
Magn Reson Chem ; 56(8): 775-781, 2018 08.
Artículo en Inglés | MEDLINE | ID: mdl-29603782

RESUMEN

Recently, it has been reported that large n JCC correlations can sometimes be observed in 1,1-ADEQUATE spectra with significant intensity, which opens the possibility of structural misassignment. In this work, we have focused on pyrimidine-based compounds, which exhibit multiple bond correlations in the 1,1-ADEQUATE experiment as a consequence of 3 JCC coupling constants greater than 10 Hz. Results are supported by both the experimental measurement of 3 JCC coupling constants in question using J-modulated-ADEQUATE and density functional theory calculations.

16.
ACS Chem Biol ; 13(3): 820-831, 2018 03 16.
Artículo en Inglés | MEDLINE | ID: mdl-29412640

RESUMEN

Recent advances in understanding the relevance of noncoding RNA (ncRNA) to disease have increased interest in drugging ncRNA with small molecules. The recent discovery of ribocil, a structurally distinct synthetic mimic of the natural ligand of the flavin mononucleotide (FMN) riboswitch, has revealed the potential chemical diversity of small molecules that target ncRNA. Affinity-selection mass spectrometry (AS-MS) is theoretically applicable to high-throughput screening (HTS) of small molecules binding to ncRNA. Here, we report the first application of the Automated Ligand Detection System (ALIS), an indirect AS-MS technique, for the selective detection of small molecule-ncRNA interactions, high-throughput screening against large unbiased small-molecule libraries, and identification and characterization of novel compounds (structurally distinct from both FMN and ribocil) that target the FMN riboswitch. Crystal structures reveal that different compounds induce various conformations of the FMN riboswitch, leading to different activity profiles. Our findings validate the ALIS platform for HTS screening for RNA-binding small molecules and further demonstrate that ncRNA can be broadly targeted by chemically diverse yet selective small molecules as therapeutics.


Asunto(s)
Descubrimiento de Drogas , Espectrometría de Masas/métodos , ARN/metabolismo , Bibliotecas de Moléculas Pequeñas , Cristalografía por Rayos X , Mononucleótido de Flavina/metabolismo , Ligandos , Estructura Molecular , Pirimidinas/metabolismo , Pirimidinas/farmacología , Riboswitch
17.
Methods Mol Biol ; 1263: 197-208, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-25618347

RESUMEN

Fragment-based drug design (FBDD) comprises both fragment-based screening (FBS) to find hits and elaboration of these hits to lead compounds. Typical fragment hits have lower molecular weight (<300-350 Da) and lower initial potency but higher ligand efficiency when compared to those from high-throughput screening. NMR spectroscopy has been widely used for FBDD since it identifies and localizes the binding site of weakly interacting hits on the target protein. Here we describe ligand-based NMR methods for hit identification from fragment libraries and for functional cross-validation of primary hits.


Asunto(s)
Diseño de Fármacos , Evaluación Preclínica de Medicamentos/métodos , Resonancia Magnética Nuclear Biomolecular/métodos , Unión Competitiva , Evaluación Preclínica de Medicamentos/normas , Guías como Asunto , Ensayos Analíticos de Alto Rendimiento/métodos , Ensayos Analíticos de Alto Rendimiento/normas , Ligandos , Unión Proteica , Control de Calidad
18.
Structure ; 21(12): 2162-74, 2013 Dec 03.
Artículo en Inglés | MEDLINE | ID: mdl-24183573

RESUMEN

Serine/arginine-rich (SR) proteins are important players in RNA metabolism and are extensively phosphorylated at serine residues in RS repeats. Here, we show that phosphorylation switches the RS domain of the serine/arginine-rich splicing factor 1 from a fully disordered state to a partially rigidified arch-like structure. Nuclear magnetic resonance spectroscopy in combination with molecular dynamics simulations revealed that the conformational switch is restricted to RS repeats, critically depends on the phosphate charge state and strongly decreases the conformational entropy of RS domains. The dynamic switch also occurs in the 100 kDa SR-related protein hPrp28, for which phosphorylation at the RS repeat is required for spliceosome assembly. Thus, a phosphorylation-induced dynamic switch is common to the class of serine/arginine-rich proteins and provides a molecular basis for the functional redundancy of serine/arginine-rich proteins and the profound influence of RS domain phosphorylation on protein-protein and protein-RNA interactions.


Asunto(s)
Arginina/química , Proteínas Nucleares/química , Proteínas de Unión al ARN/química , Serina/química , Arginina/metabolismo , Espectroscopía de Resonancia Magnética/métodos , Simulación de Dinámica Molecular , Proteínas Nucleares/metabolismo , Fosforilación , Proteínas de Unión al ARN/metabolismo , Serina/metabolismo , Factores de Empalme Serina-Arginina
19.
Nat Chem Biol ; 9(4): 264-70, 2013 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-23396077

RESUMEN

Protein folding and unfolding are crucial for a range of biological phenomena and human diseases. Defining the structural properties of the involved transient species is therefore of prime interest. Using a combination of cold denaturation with NMR spectroscopy, we reveal detailed insight into the unfolding of the homodimeric repressor protein CylR2. Seven three-dimensional structures of CylR2 at temperatures from 25 °C to -16 °C reveal a progressive dissociation of the dimeric protein into a native-like monomeric intermediate followed by transition into a highly dynamic, partially folded state. The core of the partially folded state seems critical for biological function and misfolding.


Asunto(s)
Proteínas Bacterianas/química , Citotoxinas/química , ADN Bacteriano/química , Enterococcus faecalis/metabolismo , Proteínas Bacterianas/genética , Proteínas Bacterianas/metabolismo , Sitios de Unión , Frío , Citotoxinas/genética , Citotoxinas/metabolismo , ADN Bacteriano/genética , ADN Bacteriano/metabolismo , Enterococcus faecalis/genética , Escherichia coli/genética , Modelos Moleculares , Conformación Molecular , Resonancia Magnética Nuclear Biomolecular , Regiones Promotoras Genéticas , Unión Proteica , Desnaturalización Proteica , Pliegue de Proteína , Multimerización de Proteína , Desplegamiento Proteico , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo
20.
PLoS One ; 7(6): e37270, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-22737208

RESUMEN

Conformational changes are essential for protein-protein and protein-ligand recognition. Here we probed changes in the structure of the protein ubiquitin at low temperatures in supercooled water using NMR spectroscopy. We demonstrate that ubiquitin is well folded down to 263 K, although slight rearrangements in the hydrophobic core occur. However, amide proton chemical shifts show non-linear temperature dependence in supercooled solution and backbone hydrogen bonds become weaker in the region that is most prone to cold-denaturation. Our data suggest that the weakening of the hydrogen bonds in the ß-sheet of ubiquitin might be one of the first events that occur during cold-denaturation of ubiquitin. Interestingly, the same region is strongly involved in ubiquitin-protein complexes suggesting that this part of ubiquitin more easily adjusts to conformational changes required for complex formation.


Asunto(s)
Frío , Ubiquitina/química , Amidas/química , Humanos , Enlace de Hidrógeno , Concentración de Iones de Hidrógeno , Ligandos , Espectroscopía de Resonancia Magnética/métodos , Dinámicas no Lineales , Unión Proteica , Conformación Proteica , Estructura Secundaria de Proteína , Temperatura , Ubiquitina/fisiología , Agua/química
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