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1.
Nature ; 565(7738): 186-191, 2019 01.
Artículo en Inglés | MEDLINE | ID: mdl-30626941

RESUMEN

We describe a de novo computational approach for designing proteins that recapitulate the binding sites of natural cytokines, but are otherwise unrelated in topology or amino acid sequence. We use this strategy to design mimics of the central immune cytokine interleukin-2 (IL-2) that bind to the IL-2 receptor ßγc heterodimer (IL-2Rßγc) but have no binding site for IL-2Rα (also called CD25) or IL-15Rα (also known as CD215). The designs are hyper-stable, bind human and mouse IL-2Rßγc with higher affinity than the natural cytokines, and elicit downstream cell signalling independently of IL-2Rα and IL-15Rα. Crystal structures of the optimized design neoleukin-2/15 (Neo-2/15), both alone and in complex with IL-2Rßγc, are very similar to the designed model. Neo-2/15 has superior therapeutic activity to IL-2 in mouse models of melanoma and colon cancer, with reduced toxicity and undetectable immunogenicity. Our strategy for building hyper-stable de novo mimetics could be applied generally to signalling proteins, enabling the creation of superior therapeutic candidates.


Asunto(s)
Diseño de Fármacos , Interleucina-15/inmunología , Interleucina-2/inmunología , Imitación Molecular , Receptores de Interleucina-2/agonistas , Receptores de Interleucina-2/inmunología , Secuencia de Aminoácidos , Animales , Sitios de Unión , Neoplasias del Colon/tratamiento farmacológico , Neoplasias del Colon/inmunología , Simulación por Computador , Cristalografía por Rayos X , Modelos Animales de Enfermedad , Humanos , Interleucina-15/uso terapéutico , Interleucina-2/uso terapéutico , Subunidad alfa del Receptor de Interleucina-2/inmunología , Subunidad alfa del Receptor de Interleucina-2/metabolismo , Melanoma/tratamiento farmacológico , Melanoma/inmunología , Ratones , Modelos Moleculares , Estabilidad Proteica , Receptores de Interleucina-2/metabolismo , Transducción de Señal/inmunología
2.
J Biol Chem ; 294(13): 4924-4933, 2019 03 29.
Artículo en Inglés | MEDLINE | ID: mdl-30718278

RESUMEN

RNA polymerase II (Pol II) has an intrinsic fidelity control mechanism to maintain faithful genetic information transfer during transcription. 8-Oxo-guanine (8OG), a commonly occurring damaged guanine base, promotes misincorporation of adenine into the RNA strand. Recent structural work has shown that adenine can pair with the syn conformation of 8OG directly upstream of the Pol II active site. However, it remains unknown how 8OG is accommodated in the active site as a template base for the incoming ATP. Here, we used molecular dynamics (MD) simulations to investigate two consecutive steps that may contribute to the adenine misincorporation by Pol II. First, the mismatch is located in the active site, contributing to initial incorporation of adenine. Second, the mismatch is in the adjacent upstream position, contributing to extension from the mismatched bp. These results are supported by an in vitro transcription assay, confirming that 8OG can induce adenine misincorporation. Our simulations further suggest that 8OG forms a stable bp with the mismatched adenine in both the active site and the adjacent upstream position. This stability predominantly originates from hydrogen bonding between the mismatched adenine and 8OG in a noncanonical syn conformation. Interestingly, we also found that an unstable bp present directly upstream of the active site, such as adenine paired with 8OG in the canonical anti conformation, largely disrupts the stability of the active site. Our findings have uncovered two main factors contributing to how 8OG induces transcriptional errors and escapes Pol II transcriptional fidelity control checkpoints.


Asunto(s)
Daño del ADN , Guanina/análogos & derivados , Modelos Químicos , ARN Polimerasa II/química , Proteínas de Saccharomyces cerevisiae/química , Saccharomyces cerevisiae/enzimología , Adenosina Trifosfato/química , Dominio Catalítico , Guanina/química
3.
RNA ; 24(12): 1667-1676, 2018 12.
Artículo en Inglés | MEDLINE | ID: mdl-30139800

RESUMEN

The ribosome translates nucleotide sequences of messenger RNA to proteins through selection of cognate transfer RNA according to the genetic code. To date, structural studies of ribosomal decoding complexes yielding high-resolution data have predominantly relied on experiments performed at cryogenic temperatures. New light sources like the X-ray free electron laser (XFEL) have enabled data collection from macromolecular crystals at ambient temperature. Here, we report an X-ray crystal structure of the Thermus thermophilus 30S ribosomal subunit decoding complex to 3.45 Å resolution using data obtained at ambient temperature at the Linac Coherent Light Source (LCLS). We find that this ambient-temperature structure is largely consistent with existing cryogenic-temperature crystal structures, with key residues of the decoding complex exhibiting similar conformations, including adenosine residues 1492 and 1493. Minor variations were observed, namely an alternate conformation of cytosine 1397 near the mRNA channel and the A-site. Our serial crystallography experiment illustrates the amenability of ribosomal microcrystals to routine structural studies at ambient temperature, thus overcoming a long-standing experimental limitation to structural studies of RNA and RNA-protein complexes at near-physiological temperatures.


Asunto(s)
Sustancias Macromoleculares/química , Conformación de Ácido Nucleico , Subunidades Ribosómicas Pequeñas Bacterianas/química , Ribosomas/química , Adenosina/química , Cristalografía por Rayos X , Código Genético , Rayos Láser , ARN Mensajero/química , ARN Mensajero/genética , Subunidades Ribosómicas Pequeñas Bacterianas/genética , Ribosomas/genética , Temperatura , Thermus thermophilus/química , Rayos X
4.
Nucleic Acids Res ; 46(18): 9793-9804, 2018 10 12.
Artículo en Inglés | MEDLINE | ID: mdl-30113694

RESUMEN

The bacterial 30S ribosomal subunit is a primary antibiotic target. Despite decades of discovery, the mechanisms by which antibiotic binding induces ribosomal dysfunction are not fully understood. Ambient temperature crystallographic techniques allow more biologically relevant investigation of how local antibiotic binding site interactions trigger global subunit rearrangements that perturb protein synthesis. Here, the structural effects of 2-deoxystreptamine (paromomycin and sisomicin), a novel sisomicin derivative, N1-methyl sulfonyl sisomicin (N1MS) and the non-deoxystreptamine (streptomycin) aminoglycosides on the ribosome at ambient and cryogenic temperatures were examined. Comparative studies led to three main observations. First, individual aminoglycoside-ribosome interactions in the decoding center were similar for cryogenic versus ambient temperature structures. Second, analysis of a highly conserved GGAA tetraloop of h45 revealed aminoglycoside-specific conformational changes, which are affected by temperature only for N1MS. We report the h44-h45 interface in varying states, i.e. engaged, disengaged and in equilibrium. Third, we observe aminoglycoside-induced effects on 30S domain closure, including a novel intermediary closure state, which is also sensitive to temperature. Analysis of three ambient and five cryogenic crystallography datasets reveal a correlation between h44-h45 engagement and domain closure. These observations illustrate the role of ambient temperature crystallography in identifying dynamic mechanisms of ribosomal dysfunction induced by local drug-binding site interactions. Together, these data identify tertiary ribosomal structural changes induced by aminoglycoside binding that provides functional insight and targets for drug design.


Asunto(s)
Aminoglicósidos/química , Conformación de Ácido Nucleico/efectos de los fármacos , ARN Ribosómico/química , Ribosomas/química , Aminoglicósidos/antagonistas & inhibidores , Antibacterianos/química , Antibacterianos/farmacología , Sitios de Unión , Escherichia coli/genética , Hexosaminas/química , Hexosaminas/farmacología , Humanos , Biosíntesis de Proteínas/efectos de los fármacos , Inhibidores de la Síntesis de la Proteína/química , Inhibidores de la Síntesis de la Proteína/farmacología , ARN Ribosómico/efectos de los fármacos , Ribosomas/efectos de los fármacos , Estreptomicina/química , Estreptomicina/farmacología
5.
Acc Chem Res ; 49(4): 687-94, 2016 Apr 19.
Artículo en Inglés | MEDLINE | ID: mdl-26991064

RESUMEN

RNA polymerase II (Pol II) is an essential enzyme that catalyzes transcription with high efficiency and fidelity in eukaryotic cells. During transcription elongation, Pol II catalyzes the nucleotide addition cycle (NAC) to synthesize mRNA using DNA as the template. The transitions between the states of the NAC require conformational changes of both the protein and nucleotides. Although X-ray structures are available for most of these states, the dynamics of the transitions between states are largely unknown. Molecular dynamics (MD) simulations can predict structure-based molecular details and shed light on the mechanisms of these dynamic transitions. However, the employment of MD simulations on a macromolecule (tens to hundreds of nanoseconds) such as Pol II is challenging due to the difficulty of reaching biologically relevant timescales (tens of microseconds or even longer). For this challenge to be overcome, kinetic network models (KNMs), such as Markov State Models (MSMs), have become a popular approach to access long-timescale conformational changes using many short MD simulations. We describe here our application of KNMs to characterize the molecular mechanisms of the NAC of Pol II. First, we introduce the general background of MSMs and further explain procedures for the construction and validation of MSMs by providing some technical details. Next, we review our previous studies in which we applied MSMs to investigate the individual steps of the NAC, including translocation and pyrophosphate ion release. In particular, we describe in detail how we prepared the initial conformations of Pol II elongation complex, performed MD simulations, extracted MD conformations to construct MSMs, and further validated them. We also summarize our major findings on molecular mechanisms of Pol II elongation based on these MSMs. In addition, we have included discussions regarding various key points and challenges for applications of MSMs to systems as large as the Pol II elongation complex. Finally, to study the overall NAC, we combine the individual steps of the NAC into a five-state KNM based on a nonbranched Brownian ratchet scheme to explain the single-molecule optical tweezers experimental data. The studies complement experimental observations and provide molecular mechanisms for the transcription elongation cycle. In the long term, incorporation of sequence-dependent kinetic parameters into KNMs has great potential for identifying error-prone sequences and predicting transcription dynamics in genome-wide transcriptomes.


Asunto(s)
Simulación de Dinámica Molecular , ARN Polimerasa II/metabolismo , Transcripción Genética , Cristalografía por Rayos X , Cinética
6.
Proc Natl Acad Sci U S A ; 111(21): 7665-70, 2014 May 27.
Artículo en Inglés | MEDLINE | ID: mdl-24753580

RESUMEN

Transcription is a central step in gene expression, in which the DNA template is processively read by RNA polymerase II (Pol II), synthesizing a complementary messenger RNA transcript. At each cycle, Pol II moves exactly one register along the DNA, a process known as translocation. Although X-ray crystal structures have greatly enhanced our understanding of the transcription process, the underlying molecular mechanisms of translocation remain unclear. Here we use sophisticated simulation techniques to observe Pol II translocation on a millisecond timescale and at atomistic resolution. We observe multiple cycles of forward and backward translocation and identify two previously unidentified intermediate states. We show that the bridge helix (BH) plays a key role accelerating the translocation of both the RNA:DNA hybrid and transition nucleotide by directly interacting with them. The conserved BH residues, Thr831 and Tyr836, mediate these interactions. To date, this study delivers the most detailed picture of the mechanism of Pol II translocation at atomic level.


Asunto(s)
Modelos Químicos , Modelos Moleculares , ARN Polimerasa II/metabolismo , Transcripción Genética/fisiología , Secuencia de Aminoácidos , Cadenas de Markov , Simulación de Dinámica Molecular , Datos de Secuencia Molecular , Estructura Terciaria de Proteína , ARN Polimerasa II/fisiología , ARN Polimerasa II/ultraestructura , Alineación de Secuencia , Factores de Tiempo
7.
PLoS Comput Biol ; 11(7): e1004354, 2015 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-26134169

RESUMEN

The RNA polymerase II (Pol II) is a eukaryotic enzyme that catalyzes the synthesis of the messenger RNA using a DNA template. Despite numerous biochemical and biophysical studies, it remains elusive whether the "secondary channel" is the only route for NTP to reach the active site of the enzyme or if the "main channel" could be an alternative. On this regard, crystallographic structures of Pol II have been extremely useful to understand the structural basis of transcription, however, the conformation of the unpaired non-template DNA part of the full transcription bubble (TB) is still unknown. Since diffusion routes of the nucleoside triphosphate (NTP) substrate through the main channel might overlap with the TB region, gaining structural information of the full TB is critical for a complete understanding of Pol II transcription process. In this study, we have built a structural model of Pol II with a complete transcription bubble based on multiple sources of existing structural data and used Molecular Dynamics (MD) simulations together with structural analysis to shed light on NTP entry pathways. Interestingly, we found that although both channels have enough space to allow NTP loading, the percentage of MD conformations containing enough space for NTP loading through the secondary channel is twice higher than that of the main channel. Further energetic study based on MD simulations with NTP loaded in the channels has revealed that the diffusion of the NTP through the main channel is greatly disfavored by electrostatic repulsion between the NTP and the highly negatively charged backbones of nucleotides in the non-template DNA strand. Taken together, our results suggest that the secondary channel is the major route for NTP entry during Pol II transcription.


Asunto(s)
ADN/ultraestructura , Simulación de Dinámica Molecular , ARN Polimerasa II/química , ARN Polimerasa II/ultraestructura , ARN/química , ARN/ultraestructura , Sitios de Unión , ADN/química , Difusión , Conformación de Ácido Nucleico , Nucleótidos/química , Unión Proteica , Conformación Proteica , Transcripción Genética
8.
PLoS Comput Biol ; 9(4): e1003020, 2013 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-23592966

RESUMEN

The dynamics of the PPi release during the transcription elongation of bacterial RNA polymerase and its effects on the Trigger Loop (TL) opening motion are still elusive. Here, we built a Markov State Model (MSM) from extensive all-atom molecular dynamics (MD) simulations to investigate the mechanism of the PPi release. Our MSM has identified a simple two-state mechanism for the PPi release instead of a more complex four-state mechanism observed in RNA polymerase II (Pol II). We observed that the PPi release in bacterial RNA polymerase occurs at sub-microsecond timescale, which is ∼3-fold faster than that in Pol II. After escaping from the active site, the (Mg-PPi)(2-) group passes through a single elongated metastable region where several positively charged residues on the secondary channel provide favorable interactions. Surprisingly, we found that the PPi release is not coupled with the TL unfolding but correlates tightly with the side-chain rotation of the TL residue R1239. Our work sheds light on the dynamics underlying the transcription elongation of the bacterial RNA polymerase.


Asunto(s)
Biología Computacional/métodos , ARN Polimerasas Dirigidas por ADN/química , Difosfatos/química , Iones , Secuencias de Aminoácidos , Dominio Catalítico , ADN/química , Cadenas de Markov , Simulación de Dinámica Molecular , Probabilidad , Pliegue de Proteína , ARN/química , Thermus/enzimología , Factores de Tiempo
9.
bioRxiv ; 2024 Aug 20.
Artículo en Inglés | MEDLINE | ID: mdl-39229094

RESUMEN

Nascent polypeptide chains (NCs) are extruded from the ribosome through an exit tunnel (ET) traversing the large ribosomal subunit. The ET's irregular and chemically complex wall allows for various NC-ET interactions. Translational arrest peptides (APs) bind in the ET to induce translational arrest, a property that can be exploited to study NC-ET interactions by Force Profile Analysis (FPA). We employed FPA and molecular dynamics (MD) simulations to investigate how individual residues placed in a glycine-serine repeat segment within an AP-stalled NC interact with the ET to exert a pulling force on the AP and release stalling. Our results indicate that large and hydrophobic residues generate a pulling force on the NC when placed ≳10 residues away from the peptidyl transfer center (PTC). Moreover, an asparagine placed 12 residues from the PTC makes a specific stabilizing interaction with the tip of ribosomal protein uL22 that reduces the pulling force on the NC, while a lysine or leucine residue in the same position increases the pulling force. Finally, the MD simulations suggest how the Mannheimia succiniproducens SecM AP interacts with the ET to promote translational stalling.

10.
J Chem Theory Comput ; 18(3): 1905-1914, 2022 Mar 08.
Artículo en Inglés | MEDLINE | ID: mdl-34881571

RESUMEN

The ribosome stalling mechanism is a crucial biological process, yet its atomistic underpinning is still elusive. In this framework, the human XBP1u translational arrest peptide (AP) plays a central role in regulating the unfolded protein response (UPR) in eukaryotic cells. Here, we report multimicrosecond all-atom molecular dynamics simulations designed to probe the interactions between the XBP1u AP and the mammalian ribosome exit tunnel, both for the wild type AP and for four mutant variants of different arrest potencies. Enhanced sampling simulations allow investigating the AP release process of the different variants, shedding light on this complex mechanism. The present outcomes are in qualitative/quantitative agreement with available experimental data. In conclusion, we provide an unprecedented atomistic picture of this biological process and clear-cut insights into the key AP-ribosome interactions.


Asunto(s)
Péptidos , Ribosomas , Animales , Citosol , Humanos , Mamíferos , Simulación de Dinámica Molecular , Péptidos/química , Ribosomas/química
11.
Nat Commun ; 12(1): 3384, 2021 06 07.
Artículo en Inglés | MEDLINE | ID: mdl-34099674

RESUMEN

Despite recent success in computational design of structured cyclic peptides, de novo design of cyclic peptides that bind to any protein functional site remains difficult. To address this challenge, we develop a computational "anchor extension" methodology for targeting protein interfaces by extending a peptide chain around a non-canonical amino acid residue anchor. To test our approach using a well characterized model system, we design cyclic peptides that inhibit histone deacetylases 2 and 6 (HDAC2 and HDAC6) with enhanced potency compared to the original anchor (IC50 values of 9.1 and 4.4 nM for the best binders compared to 5.4 and 0.6 µM for the anchor, respectively). The HDAC6 inhibitor is among the most potent reported so far. These results highlight the potential for de novo design of high-affinity protein-peptide interfaces, as well as the challenges that remain.


Asunto(s)
Diseño de Fármacos , Inhibidores de Histona Desacetilasas/farmacología , Péptidos Cíclicos/farmacología , Relación Estructura-Actividad , Dominio Catalítico/efectos de los fármacos , Cristalografía por Rayos X , Pruebas de Enzimas , Histona Desacetilasa 2/antagonistas & inhibidores , Histona Desacetilasa 2/aislamiento & purificación , Histona Desacetilasa 2/metabolismo , Histona Desacetilasa 2/ultraestructura , Histona Desacetilasa 6/antagonistas & inhibidores , Histona Desacetilasa 6/genética , Histona Desacetilasa 6/aislamiento & purificación , Histona Desacetilasa 6/ultraestructura , Inhibidores de Histona Desacetilasas/química , Concentración 50 Inhibidora , Simulación del Acoplamiento Molecular , Resonancia Magnética Nuclear Biomolecular , Biblioteca de Péptidos , Péptidos Cíclicos/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/aislamiento & purificación , Proteínas Recombinantes/metabolismo , Proteínas Recombinantes/ultraestructura , Proteínas de Pez Cebra/genética , Proteínas de Pez Cebra/ultraestructura
12.
FEBS J ; 286(5): 882-900, 2019 03.
Artículo en Inglés | MEDLINE | ID: mdl-30589511

RESUMEN

Function, structure, and stability are strongly coupled in obligated oligomers, such as triosephosphate isomerase (TIM). However, little is known about how this coupling evolved. To address this question, five ancestral TIMs (ancTIMs) in the opisthokont lineage were inferred. The encoded proteins were purified and characterized, and spectroscopic and hydrodynamic analysis indicated that all are folded dimers. The catalytic efficiency of ancTIMs is very high and all dissociate into inactive and partially unfolded monomers. The placement of catalytic residues in the three-dimensional structure, as well as the enthalpy-driven binding signature of the oldest ancestor (TIM63) resemble extant TIMs. Although TIM63 dimers dissociate more readily than do extant TIMs, calorimetric data show that the free ancestral subunits are folded to a greater extent than their extant counterparts are, suggesting that full catalytic proficiency was established in the dimer before the stability of the isolated monomer eroded. Notably, the low association energy in ancTIMs is compensated for by a high activation barrier, and by a significant shift in the dimer-monomer equilibrium induced by ligand binding. Our results indicate that before the animal and fungi lineages diverged, TIM was an obligated oligomer with substrate binding properties and catalytic efficiency that resemble that of extant TIMs. Therefore, TIM function and association have been strongly coupled at least for the last third of biological evolution on earth. DATABASES: PDB Entry: 6NEE. ENZYMES: Triosephosphate isomerase 5.3.1.1, Glycerol-3-phosphate dehydrogenase 1.1.1.8.


Asunto(s)
Biocatálisis , Evolución Biológica , Termodinámica , Triosa-Fosfato Isomerasa/química , Triosa-Fosfato Isomerasa/metabolismo , Animales , Cristalografía por Rayos X , Hongos/enzimología , Unión Proteica , Conformación Proteica , Estabilidad Proteica , Análisis Espectral/métodos
13.
Elife ; 72018 11 26.
Artículo en Inglés | MEDLINE | ID: mdl-30475203

RESUMEN

The E. coli ribosome exit tunnel can accommodate small folded proteins, while larger ones fold outside. It remains unclear, however, to what extent the geometry of the tunnel influences protein folding. Here, using E. coli ribosomes with deletions in loops in proteins uL23 and uL24 that protrude into the tunnel, we investigate how tunnel geometry determines where proteins of different sizes fold. We find that a 29-residue zinc-finger domain normally folding close to the uL23 loop folds deeper in the tunnel in uL23 Δloop ribosomes, while two ~ 100 residue proteins normally folding close to the uL24 loop near the tunnel exit port fold at deeper locations in uL24 Δloop ribosomes, in good agreement with results obtained by coarse-grained molecular dynamics simulations. This supports the idea that cotranslational folding commences once a protein domain reaches a location in the exit tunnel where there is sufficient space to house the folded structure.


Asunto(s)
Escherichia coli/genética , Pliegue de Proteína , Ribosomas/genética , Escherichia coli/química , Simulación de Dinámica Molecular , Biosíntesis de Proteínas/genética , Dominios Proteicos/genética , Dedos de Zinc/genética
14.
Science ; 358(6369): 1461-1466, 2017 12 15.
Artículo en Inglés | MEDLINE | ID: mdl-29242347

RESUMEN

Mixed-chirality peptide macrocycles such as cyclosporine are among the most potent therapeutics identified to date, but there is currently no way to systematically search the structural space spanned by such compounds. Natural proteins do not provide a useful guide: Peptide macrocycles lack regular secondary structures and hydrophobic cores, and can contain local structures not accessible with l-amino acids. Here, we enumerate the stable structures that can be adopted by macrocyclic peptides composed of l- and d-amino acids by near-exhaustive backbone sampling followed by sequence design and energy landscape calculations. We identify more than 200 designs predicted to fold into single stable structures, many times more than the number of currently available unbound peptide macrocycle structures. Nuclear magnetic resonance structures of 9 of 12 designed 7- to 10-residue macrocycles, and three 11- to 14-residue bicyclic designs, are close to the computational models. Our results provide a nearly complete coverage of the rich space of structures possible for short peptide macrocycles and vastly increase the available starting scaffolds for both rational drug design and library selection methods.


Asunto(s)
Simulación por Computador , Diseño Asistido por Computadora , Modelos Químicos , Péptidos/química , Estabilidad Proteica , Diseño de Fármacos , Resonancia Magnética Nuclear Biomolecular , Pliegue de Proteína
15.
Nat Commun ; 7: 11244, 2016 Apr 19.
Artículo en Inglés | MEDLINE | ID: mdl-27091704

RESUMEN

The dynamics of the RNA polymerase II (Pol II) backtracking process is poorly understood. We built a Markov State Model from extensive molecular dynamics simulations to identify metastable intermediate states and the dynamics of backtracking at atomistic detail. Our results reveal that Pol II backtracking occurs in a stepwise mode where two intermediate states are involved. We find that the continuous bending motion of the Bridge helix (BH) serves as a critical checkpoint, using the highly conserved BH residue T831 as a sensing probe for the 3'-terminal base paring of RNA:DNA hybrid. If the base pair is mismatched, BH bending can promote the RNA 3'-end nucleotide into a frayed state that further leads to the backtracked state. These computational observations are validated by site-directed mutagenesis and transcript cleavage assays, and provide insights into the key factors that regulate the preferences of the backward translocation.


Asunto(s)
Estructura Secundaria de Proteína , Estructura Terciaria de Proteína , ARN Polimerasa II/química , ARN/química , Treonina/química , Sitios de Unión/genética , Cristalografía por Rayos X , Cinética , Simulación de Dinámica Molecular , Conformación de Ácido Nucleico , Unión Proteica , ARN/genética , ARN/metabolismo , ARN Polimerasa II/genética , ARN Polimerasa II/metabolismo , Termodinámica , Treonina/genética , Treonina/metabolismo
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