Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 20 de 65
Filtrar
1.
Mol Cell ; 66(3): 384-397.e8, 2017 May 04.
Artículo en Inglés | MEDLINE | ID: mdl-28475873

RESUMEN

Linker histones associate with nucleosomes to promote the formation of higher-order chromatin structure, but the underlying molecular details are unclear. We investigated the structure of a 197 bp nucleosome bearing symmetric 25 bp linker DNA arms in complex with vertebrate linker histone H1. We determined electron cryo-microscopy (cryo-EM) and crystal structures of unbound and H1-bound nucleosomes and validated these structures by site-directed protein cross-linking and hydroxyl radical footprinting experiments. Histone H1 shifts the conformational landscape of the nucleosome by drawing the two linkers together and reducing their flexibility. The H1 C-terminal domain (CTD) localizes primarily to a single linker, while the H1 globular domain contacts the nucleosome dyad and both linkers, associating more closely with the CTD-distal linker. These findings reveal that H1 imparts a strong degree of asymmetry to the nucleosome, which is likely to influence the assembly and architecture of higher-order structures.


Asunto(s)
Ensamble y Desensamble de Cromatina , Cromatina/metabolismo , ADN/metabolismo , Histonas/metabolismo , Nucleosomas/metabolismo , Animales , Emparejamiento Base , Sitios de Unión , Cromatina/química , Cromatina/genética , Cromatina/ultraestructura , Microscopía por Crioelectrón , ADN/química , ADN/genética , Histonas/química , Humanos , Modelos Moleculares , Nucleosomas/química , Nucleosomas/genética , Nucleosomas/ultraestructura , Unión Proteica , Dominios y Motivos de Interacción de Proteínas , Relación Estructura-Actividad , Factores de Tiempo , Xenopus laevis/genética , Xenopus laevis/metabolismo
2.
PLoS Comput Biol ; 16(2): e1007624, 2020 02.
Artículo en Inglés | MEDLINE | ID: mdl-32012150

RESUMEN

Interactions between proteins and nucleic acids are at the heart of many essential biological processes. Despite increasing structural information about how these interactions may take place, our understanding of the usage made of protein surfaces by nucleic acids is still very limited. This is in part due to the inherent complexity associated to protein surface deformability and evolution. In this work, we present a method that contributes to decipher such complexity by predicting protein-DNA interfaces and characterizing their properties. It relies on three biologically and physically meaningful descriptors, namely evolutionary conservation, physico-chemical properties and surface geometry. We carefully assessed its performance on several hundreds of protein structures and compared it to several machine-learning state-of-the-art methods. Our approach achieves a higher sensitivity compared to the other methods, with a similar precision. Importantly, we show that it is able to unravel 'hidden' binding sites by applying it to unbound protein structures and to proteins binding to DNA via multiple sites and in different conformations. It is also applicable to the detection of RNA-binding sites, without significant loss of performance. This confirms that DNA and RNA-binding sites share similar properties. Our method is implemented as a fully automated tool, [Formula: see text], freely accessible at: http://www.lcqb.upmc.fr/JET2DNA. We also provide a new dataset of 187 protein-DNA complex structures, along with a subset of 82 associated unbound structures. The set represents the largest body of high-resolution crystallographic structures of protein-DNA complexes, use biological protein assemblies as DNA-binding units, and covers all major types of protein-DNA interactions. It is available at: http://www.lcqb.upmc.fr/PDNAbenchmarks.


Asunto(s)
Evolución Biológica , Proteínas de Unión al ADN/metabolismo , ADN/metabolismo , Proteínas/metabolismo , Algoritmos , Aprendizaje Automático
3.
Nucleic Acids Res ; 47(21): 11090-11102, 2019 12 02.
Artículo en Inglés | MEDLINE | ID: mdl-31624840

RESUMEN

We present a multi-laboratory effort to describe the structural and dynamical properties of duplex B-DNA under physiological conditions. By processing a large amount of atomistic molecular dynamics simulations, we determine the sequence-dependent structural properties of DNA as expressed in the equilibrium distribution of its stochastic dynamics. Our analysis includes a study of first and second moments of the equilibrium distribution, which can be accurately captured by a harmonic model, but with nonlocal sequence-dependence. We characterize the sequence-dependent choreography of backbone and base movements modulating the non-Gaussian or anharmonic effects manifested in the higher moments of the dynamics of the duplex when sampling the equilibrium distribution. Contrary to prior assumptions, such anharmonic deformations are not rare in DNA and can play a significant role in determining DNA conformation within complexes. Polymorphisms in helical geometries are particularly prevalent for certain tetranucleotide sequence contexts and are always coupled to a complex network of coordinated changes in the backbone. The analysis of our simulations, which contain instances of all tetranucleotide sequences, allow us to extend Calladine-Dickerson rules used for decades to interpret the average geometry of DNA, leading to a set of rules with quantitative predictive power that encompass nonlocal sequence-dependence and anharmonic fluctuations.


Asunto(s)
ADN Forma B/química , ADN/química , Simulación de Dinámica Molecular , Secuencia de Bases
5.
Nucleic Acids Res ; 46(4): 1684-1694, 2018 02 28.
Artículo en Inglés | MEDLINE | ID: mdl-29267977

RESUMEN

Torsional restraints on DNA change in time and space during the life of the cell and are an integral part of processes such as gene expression, DNA repair and packaging. The mechanical behavior of DNA under torsional stress has been studied on a mesoscopic scale, but little is known concerning its response at the level of individual base pairs and the effects of base pair composition. To answer this question, we have developed a geometrical restraint that can accurately control the total twist of a DNA segment during all-atom molecular dynamics simulations. By applying this restraint to four different DNA oligomers, we are able to show that DNA responds to both under- and overtwisting in a very heterogeneous manner. Certain base pair steps, in specific sequence environments, are able to absorb most of the torsional stress, leaving other steps close to their relaxed conformation. This heterogeneity also affects the local torsional modulus of DNA. These findings suggest that modifying torsional stress on DNA could act as a modulator for protein binding via the heterogeneous changes in local DNA structure.


Asunto(s)
ADN/química , Emparejamiento Base , Secuencia de Bases , Simulación de Dinámica Molecular , Torsión Mecánica
6.
Nucleic Acids Res ; 45(17): 10270-10283, 2017 Sep 29.
Artículo en Inglés | MEDLINE | ID: mdl-28973439

RESUMEN

We analyze the role of different physicochemical factors in protein/DNA binding and recognition by comparing the results from all-atom molecular dynamics simulations with simulations using simplified protein models. These models enable us to separate the role of specific amino acid side chains, formal amino acid charges and hydrogen bonding from the effects of the low-dielectric volume occupied by the protein. Comparisons are made on the basis of the conformation of DNA after protein binding, the ionic distribution around the complex and the sequence specificity. The results for four transcription factors, binding in either the minor or major grooves of DNA, show that the protein volume and formal charges, with one exception, play a predominant role in binding. Adding hydrogen bonding and a very small number of key amino acid side chains at the all-atom level yields results in DNA conformations and sequence recognition close to those seen in the reference all-atom simulations.


Asunto(s)
Proteínas de Unión al ADN/metabolismo , ADN/metabolismo , Simulación de Dinámica Molecular , Unión Proteica , Sustitución de Aminoácidos , Sitios de Unión , Humanos , Enlace de Hidrógeno , Modelos Químicos , Modelos Moleculares , Conformación de Ácido Nucleico , Conformación Proteica , Especificidad por Sustrato
7.
Nucleic Acids Res ; 45(7): 4269-4277, 2017 04 20.
Artículo en Inglés | MEDLINE | ID: mdl-28180333

RESUMEN

We propose a method for analyzing the magnitude and direction of curvature within nucleic acids, based on the curvilinear helical axis calculated by Curves+. The method is applied to analyzing curvature within minicircles constructed with varying degrees of over- or under-twisting. Using the molecular dynamics trajectories of three different minicircles, we are able to quantify how curvature varies locally both in space and in time. We also analyze how curvature influences the local environment of the minicircles, notably via increased heterogeneity in the ionic distributions surrounding the double helix. The approach we propose has been integrated into Curves+ and the utilities Canal (time trajectory analysis) and Canion (environmental analysis) and can be used to study a wide variety of static and dynamic structural data on nucleic acids.


Asunto(s)
ADN Circular/química , Simulación de Dinámica Molecular , Iones/química , Potasio/química , Programas Informáticos
8.
Nucleic Acids Res ; 44(11): 5450-6, 2016 06 20.
Artículo en Inglés | MEDLINE | ID: mdl-27098037

RESUMEN

DNA loop formation on nucleosomes is strongly implicated in chromatin remodeling and occurs spontaneously in nucleosomes subjected to superhelical stress. The nature of such loops depends crucially on the balance between DNA deformation and DNA interaction with the nucleosome core. Currently, no high-resolution structural data on these loops exist. Although uniform rod models have been used to study loop size and shape, these models make assumptions concerning DNA mechanics and DNA-core binding. We present here atomic-scale molecular dynamics simulations for two different loop sizes. The results point to the key role of localized DNA kinking within the loops. Kinks enable the relaxation of DNA bending strain to be coupled with improved DNA-core interactions. Kinks lead to small, irregularly shaped loops that are asymmetrically positioned with respect to the nucleosome core. We also find that loop position can influence the dynamics of the DNA segments at the extremities of the nucleosome.


Asunto(s)
ADN/química , Modelos Moleculares , Conformación Molecular , Nucleosomas/química , ADN/metabolismo , Simulación del Acoplamiento Molecular , Simulación de Dinámica Molecular , Nucleosomas/metabolismo
9.
Nucleic Acids Res ; 44(3): 1440-8, 2016 Feb 18.
Artículo en Inglés | MEDLINE | ID: mdl-26721385

RESUMEN

Molecular dynamics simulations of the Caenorhabditis elegans transcription factor SKN-1 bound to its cognate DNA site show that the protein-DNA interface undergoes significant dynamics on the microsecond timescale. A detailed analysis of the simulation shows that movements of two key arginine side chains between the major groove and the backbone of DNA generate distinct conformational sub-states that each recognize only part of the consensus binding sequence of SKN-1, while the experimentally observed binding specificity results from a time-averaged view of the dynamic recognition occurring within this complex.


Asunto(s)
Proteínas de Caenorhabditis elegans/química , ADN de Helmintos/química , Proteínas de Unión al ADN/química , Simulación de Dinámica Molecular , Factores de Transcripción/química , Secuencia de Aminoácidos , Animales , Arginina/química , Arginina/genética , Arginina/metabolismo , Secuencia de Bases , Sitios de Unión/genética , Proteínas de Caenorhabditis elegans/genética , Proteínas de Caenorhabditis elegans/metabolismo , ADN de Helmintos/genética , ADN de Helmintos/metabolismo , Proteínas de Unión al ADN/genética , Proteínas de Unión al ADN/metabolismo , Cinética , Datos de Secuencia Molecular , Conformación de Ácido Nucleico , Unión Proteica , Estructura Terciaria de Proteína , Factores de Transcripción/genética , Factores de Transcripción/metabolismo
10.
Nucleic Acids Res ; 44(20): 9990-10002, 2016 Nov 16.
Artículo en Inglés | MEDLINE | ID: mdl-27658967

RESUMEN

We have studied the dynamics of three transcription factor-DNA complexes using all-atom, microsecond-scale MD simulations. In each case, the salt bridges and hydrogen bond interactions formed at the protein-DNA interface are found to be dynamic, with lifetimes typically in the range of tens to hundreds of picoseconds, although some interactions, notably those involving specific binding to DNA bases, can be a hundred times longer lived. Depending on the complex studied, this dynamics may or may not lead to the existence of distinct conformational substates. Using a sequence threading technique, it has been possible to determine whether DNA sequence recognition is sensitive or not to such conformational changes, and, in one case, to show that recognition appears to be locally dependent on protein-mediated cation distributions.


Asunto(s)
Proteínas de Unión al ADN/química , ADN/química , Simulación del Acoplamiento Molecular , Simulación de Dinámica Molecular , Secuencia de Bases , Sitios de Unión , ADN/metabolismo , Proteínas de Unión al ADN/metabolismo , Humanos , Enlace de Hidrógeno , Conformación de Ácido Nucleico , Motivos de Nucleótidos , Posición Específica de Matrices de Puntuación , Unión Proteica , Conformación Proteica , Factores de Transcripción SOXB1/química , Factores de Transcripción SOXB1/metabolismo , Proteína de Unión a TATA-Box/química , Proteína de Unión a TATA-Box/metabolismo , Factores de Transcripción/química , Factores de Transcripción/metabolismo
11.
Nucleic Acids Res ; 44(16): 7830-47, 2016 09 19.
Artículo en Inglés | MEDLINE | ID: mdl-27439712

RESUMEN

Chromatin regulates the selectivity of retroviral integration into the genome of infected cells. At the nucleosome level, both histones and DNA structure are involved in this regulation. We propose a strategy that allows to specifically study a single factor: the DNA distortion induced by the nucleosome. This strategy relies on mimicking this distortion using DNA minicircles (MCs) having a fixed rotational orientation of DNA curvature, coupled with atomic-resolution modeling. Contrasting MCs with linear DNA fragments having identical sequences enabled us to analyze the impact of DNA distortion on the efficiency and selectivity of integration. We observed a global enhancement of HIV-1 integration in MCs and an enrichment of integration sites in the outward-facing DNA major grooves. Both of these changes are favored by LEDGF/p75, revealing a new, histone-independent role of this integration cofactor. PFV integration is also enhanced in MCs, but is not associated with a periodic redistribution of integration sites, thus highlighting its distinct catalytic properties. MCs help to separate the roles of target DNA structure, histone modifications and integrase (IN) cofactors during retroviral integration and to reveal IN-specific regulation mechanisms.


Asunto(s)
ADN Circular/química , ADN Viral/química , Conformación de Ácido Nucleico , Retroviridae/fisiología , Integración Viral , Biblioteca de Genes , Integrasa de VIH/metabolismo , VIH-1/fisiología , Humanos , Péptidos y Proteínas de Señalización Intercelular/metabolismo , Modelos Moleculares , Nucleosomas/metabolismo
12.
Nucleic Acids Res ; 44(9): 4052-66, 2016 05 19.
Artículo en Inglés | MEDLINE | ID: mdl-27084952

RESUMEN

We present a systematic study of the long-timescale dynamics of the Drew-Dickerson dodecamer (DDD: d(CGCGAATTGCGC)2) a prototypical B-DNA duplex. Using our newly parameterized PARMBSC1 force field, we describe the conformational landscape of DDD in a variety of ionic environments from minimal salt to 2 M Na(+)Cl(-) or K(+)Cl(-) The sensitivity of the simulations to the use of different solvent and ion models is analyzed in detail using multi-microsecond simulations. Finally, an extended (10 µs) simulation is used to characterize slow and infrequent conformational changes in DDD, leading to the identification of previously uncharacterized conformational states of this duplex which can explain biologically relevant conformational transitions. With a total of more than 43 µs of unrestrained molecular dynamics simulation, this study is the most extensive investigation of the dynamics of the most prototypical DNA duplex.


Asunto(s)
ADN Forma B/química , ADN Forma B/ultraestructura , Simulación de Dinámica Molecular , Conformación de Ácido Nucleico , Modelos Moleculares , Cloruro de Potasio/química , Cloruro de Sodio/química
13.
Nucleic Acids Res ; 43(4): 2412-23, 2015 Feb 27.
Artículo en Inglés | MEDLINE | ID: mdl-25662221

RESUMEN

Microsecond molecular dynamics simulations of B-DNA oligomers carried out in an aqueous environment with a physiological salt concentration enable us to perform a detailed analysis of how potassium ions interact with the double helix. The oligomers studied contain all 136 distinct tetranucleotides and we are thus able to make a comprehensive analysis of base sequence effects. Using a recently developed curvilinear helicoidal coordinate method we are able to analyze the details of ion populations and densities within the major and minor grooves and in the space surrounding DNA. The results show higher ion populations than have typically been observed in earlier studies and sequence effects that go beyond the nature of individual base pairs or base pair steps. We also show that, in some special cases, ion distributions converge very slowly and, on a microsecond timescale, do not reflect the symmetry of the corresponding base sequence.


Asunto(s)
ADN/química , Potasio/química , Secuencia de Bases , Cationes Monovalentes/química , Simulación de Dinámica Molecular , Conformación de Ácido Nucleico
14.
Nucleic Acids Res ; 42(12): 8138-49, 2014 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-24906882

RESUMEN

We present a new method for analyzing ion, or molecule, distributions around helical nucleic acids and illustrate the approach by analyzing data derived from molecular dynamics simulations. The analysis is based on the use of curvilinear helicoidal coordinates and leads to highly localized ion densities compared to those obtained by simply superposing molecular dynamics snapshots in Cartesian space. The results identify highly populated and sequence-dependent regions where ions strongly interact with the nucleic and are coupled to its conformational fluctuations. The data from this approach is presented as ion populations or ion densities (in units of molarity) and can be analyzed in radial, angular and longitudinal coordinates using 1D or 2D graphics. It is also possible to regenerate 3D densities in Cartesian space. This approach makes it easy to understand and compare ion distributions and also allows the calculation of average ion populations in any desired zone surrounding a nucleic acid without requiring references to its constituent atoms. The method is illustrated using microsecond molecular dynamics simulations for two different DNA oligomers in the presence of 0.15 M potassium chloride. We discuss the results in terms of convergence, sequence-specific ion binding and coupling with DNA conformation.


Asunto(s)
ADN/química , Iones/química , Simulación de Dinámica Molecular , Cloruros/química , Conformación de Ácido Nucleico , Fósforo/química , Potasio/química
15.
Nucleic Acids Res ; 42(18): 11304-20, 2014 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-25223784

RESUMEN

We have made a detailed study of one of the most surprising sources of polymorphism in B-DNA: the high twist/low twist (HT/LT) conformational change in the d(CpG) base pair step. Using extensive computations, complemented with database analysis, we were able to characterize the twist polymorphism in the d(CpG) step in all the possible tetranucleotide environment. We found that twist polymorphism is coupled with BI/BII transitions, and, quite surprisingly, with slide polymorphism in the neighboring step. Unexpectedly, the penetration of cations into the minor groove of the d(CpG) step seems to be the key element in promoting twist transitions. The tetranucleotide environment also plays an important role in the sequence-dependent d(CpG) polymorphism. In this connection, we have detected a previously unexplored intramolecular C-H···O hydrogen bond interaction that stabilizes the low twist state when 3'-purines flank the d(CpG) step. This work explains a coupled mechanism involving several apparently uncorrelated conformational transitions that has only been partially inferred by earlier experimental or theoretical studies. Our results provide a complete description of twist polymorphism in d(CpG) steps and a detailed picture of the molecular choreography associated with this conformational change.


Asunto(s)
Islas de CpG , ADN Forma B/química , Secuencia de Bases , Cationes/química , Enlace de Hidrógeno , Conformación de Ácido Nucleico , Termodinámica , Torsión Mecánica
16.
Nucleic Acids Res ; 42(19): 12272-83, 2014 Oct 29.
Artículo en Inglés | MEDLINE | ID: mdl-25260586

RESUMEN

We present the results of microsecond molecular dynamics simulations carried out by the ABC group of laboratories on a set of B-DNA oligomers containing the 136 distinct tetranucleotide base sequences. We demonstrate that the resulting trajectories have extensively sampled the conformational space accessible to B-DNA at room temperature. We confirm that base sequence effects depend strongly not only on the specific base pair step, but also on the specific base pairs that flank each step. Beyond sequence effects on average helical parameters and conformational fluctuations, we also identify tetranucleotide sequences that oscillate between several distinct conformational substates. By analyzing the conformation of the phosphodiester backbones, it is possible to understand for which sequences these substates will arise, and what impact they will have on specific helical parameters.


Asunto(s)
ADN Forma B/química , Emparejamiento Base , Secuencia de Bases , Simulación de Dinámica Molecular , Conformación de Ácido Nucleico
17.
Nucleic Acids Res ; 40(21): 10668-78, 2012 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-23012264

RESUMEN

The traditional mesoscopic paradigm represents DNA as a series of base-pair steps whose energy response to equilibrium perturbations is elastic, with harmonic oscillations (defining local stiffness) around a single equilibrium conformation. In addition, base sequence effects are often analysed as a succession of independent XpY base-pair steps (i.e. a nearest-neighbour (NN) model with only 10 unique cases). Unfortunately, recent massive simulations carried out by the ABC consortium suggest that the real picture of DNA flexibility may be much more complex. The paradigm of DNA flexibility therefore needs to be revisited. In this article, we explore in detail one of the most obvious violations of the elastic NN model of flexibility: the bimodal distributions of some helical parameters. We perform here an in-depth statistical analysis of a very large set of MD trajectories and also of experimental structures, which lead to very solid evidence of bimodality. We then suggest ways to improve mesoscopic models to account for this deviation from the elastic regime.


Asunto(s)
ADN Forma B/química , Cristalografía por Rayos X , Interpretación Estadística de Datos , Elasticidad , Simulación de Dinámica Molecular , Conformación de Ácido Nucleico
18.
Biophys J ; 105(8): 1904-14, 2013 Oct 15.
Artículo en Inglés | MEDLINE | ID: mdl-24138866

RESUMEN

Biological organisms exist over a broad temperature range of -15°C to +120°C, where many molecular processes involving DNA depend on the nanoscale properties of the double helix. Here, we present results of extensive molecular dynamics simulations of DNA oligomers at different temperatures. We show that internal basepair conformations are strongly temperature-dependent, particularly in the stretch and opening degrees of freedom whose harmonic fluctuations can be considered the initial steps of the DNA melting pathway. The basepair step elasticity contains a weaker, but detectable, entropic contribution in the roll, tilt, and rise degrees of freedom. To extend the validity of our results to the temperature interval beyond the standard melting transition relevant to extremophiles, we estimate the effects of superhelical stress on the stability of the basepair steps, as computed from the Benham model. We predict that although the average twist decreases with temperature in vitro, the stabilizing external torque in vivo results in an increase of ∼1°/bp (or a superhelical density of Δσ ≃ +0.03) in the interval 0-100°C. In the final step, we show that the experimentally observed apparent bending persistence length of torsionally unconstrained DNA can be calculated from a hybrid model that accounts for the softening of the double helix and the presence of transient denaturation bubbles. Although the latter dominate the behavior close to the melting transition, the inclusion of helix softening is important around standard physiological temperatures.


Asunto(s)
ADN/química , Elasticidad , Nanoestructuras/química , Conformación de Ácido Nucleico , Temperatura , Emparejamiento Base , Secuencia de Bases , Entropía , Timina/química
19.
Nucleic Acids Res ; 39(Web Server issue): W68-73, 2011 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-21558323

RESUMEN

Curves+, a revised version of the Curves software for analyzing the conformation of nucleic acid structures, is now available as a web server. This version, which can be freely accessed at http://gbio-pbil.ibcp.fr/cgi/Curves_plus/, allows the user to upload a nucleic acid structure file, choose the nucleotides to be analyzed and after optionally setting a number of input variables, view the numerical and graphic results online or download files containing a set of helical, backbone and groove parameters that fully describe the structure. PDB format files are also provided for offline visualization of the helical axis and groove geometry.


Asunto(s)
Conformación de Ácido Nucleico , Programas Informáticos , Algoritmos , Emparejamiento Base , Interfaz Usuario-Computador
20.
J Am Chem Soc ; 134(20): 8588-96, 2012 May 23.
Artículo en Inglés | MEDLINE | ID: mdl-22548344

RESUMEN

Atomic-scale molecular dynamics and free energy calculations in explicit aqueous solvent are used to study the complex mechanism by which a molecule can intercalate between successive base pairs of the DNA double helix. We have analyzed the intercalation pathway for the anticancer drug daunomycin using two different methods: metadynamics and umbrella sampling. The resulting free energy pathways are found to be consistent with one another and point, within an equilibrium free energy context, to a three-step process. Daunomycin initially binds in the minor groove of DNA. An activated step then leads to rotation of the drug, coupled with DNA deformation that opens a wedge between the base pairs, bends DNA toward the major groove, and forms a metastable intermediate that resembles structures seen within the interfaces between DNA and minor-groove-binding proteins. Finally, crossing a small free energy barrier leads to further rotation of daunomycin and full intercalation of the drug, reestablishing stacking with the flanking base pairs and straightening the double helix.


Asunto(s)
Antibióticos Antineoplásicos/farmacología , ADN/metabolismo , Daunorrubicina/farmacología , Sustancias Intercalantes/farmacología , ADN/química , Simulación de Dinámica Molecular , Termodinámica
SELECCIÓN DE REFERENCIAS
DETALLE DE LA BÚSQUEDA