Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 26
Filter
Add more filters










Publication year range
1.
Biophys J ; 123(12): 1542-1552, 2024 Jun 18.
Article in English | MEDLINE | ID: mdl-38664965

ABSTRACT

Enzymatic recycling of plastic and especially of polyethylene terephthalate (PET) has shown great potential to reduce its negative impact on our society. PET hydrolases (PETases) have been optimized using rational design and machine learning, but the mechanistic details of the PET depolymerization process remain unclear. Belonging to the carboxylic-ester hydrolase family with a canonical Ser-His-Asp catalytic triad, their observed alkaline pH optimum is generally thought to be related to the protonation state of the catalytic His. Here, we explore this aspect in the context of LCCICCG, an optimized PETase, derived from the leaf-branch compost cutinase enzyme. We use NMR to identify the dominant tautomeric structure of the six histidines. Five show surprisingly low pKa values below 4.0, whereas the catalytic H242 in the active enzyme displays a pKa value that varies from 4.9 to 4.7 when temperatures increase from 30°C to 50°C. Whereas the hydrolytic activity of the enzyme toward a soluble substrate can be modeled by the corresponding protonation/deprotonation curve, an important discrepancy is found when the substrate is the solid plastic. This opens the way to further mechanistic understanding of the PETase activity and underscores the importance of studying the enzyme at the liquid-solid interface.


Subject(s)
Polyethylene Terephthalates , Hydrogen-Ion Concentration , Polyethylene Terephthalates/chemistry , Polyethylene Terephthalates/metabolism , Carboxylic Ester Hydrolases/chemistry , Carboxylic Ester Hydrolases/metabolism , Hydrolysis , Temperature , Models, Molecular
2.
J Biomol NMR ; 2024 Mar 21.
Article in English | MEDLINE | ID: mdl-38509441

ABSTRACT

We present an economic and straightforward method to introduce 13C-19F spin systems into the deuterated aromatic side chains of phenylalanine as reporters for various protein NMR applications. The method is based on the synthesis of [4-13C, 2,3,5,6-2H4] 4-fluorophenylalanine from the commercially available isotope sources [2-13C] acetone and deuterium oxide. This compound is readily metabolized by standard Escherichia coli overexpression in a glyphosate-containing minimal medium, which results in high incorporation rates in the corresponding target proteins.

3.
Chembiochem ; 25(6): e202300762, 2024 03 15.
Article in English | MEDLINE | ID: mdl-38294275

ABSTRACT

Precise information regarding the interaction between proteins and ligands at molecular resolution is crucial for effectively guiding the optimization process from initial hits to lead compounds in early stages of drug development. In this study, we introduce a novel aliphatic side chain isotope-labeling scheme to directly probe interactions between ligands and aliphatic sidechains using NMR techniques. To demonstrate the applicability of this method, we selected a set of Brd4-BD1 binders and analyzed 1 H chemical shift perturbation resulting from CH-π interaction of Hß -Val and Hγ -Leu as CH donors with corresponding ligand aromatic moieties as π acceptors.


Subject(s)
Nuclear Proteins , Valine , Leucine/chemistry , Valine/chemistry , Ligands , Transcription Factors
4.
J Biomol NMR ; 78(1): 1-8, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37816933

ABSTRACT

In this study, we present the synthesis and incorporation of a metabolic isoleucine precursor compound for selective methylene labeling. The utility of this novel α-ketoacid isotopologue is shown by incorporation into the protein Brd4-BD1, which regulates gene expression by binding to acetylated histones. High quality single quantum 13C-1 H-HSQC were obtained, as well as triple quantum HTQC spectra, which are superior in terms of significantly increased 13C-T2 times. Additionally, large chemical shift perturbations upon ligand binding were observed. Our study thus proves the great sensitivity of this precursor as a reporter for side-chain dynamic studies and for investigations of CH-π interactions in protein-ligand complexes.


Subject(s)
Isoleucine , Transcription Factors , Transcription Factors/chemistry , Nuclear Proteins/chemistry , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , Ligands , Nuclear Magnetic Resonance, Biomolecular
5.
J Biomol NMR ; 77(4): 131-147, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37311907

ABSTRACT

Cell-free (CF) synthesis with highly productive E. coli lysates is a convenient method to produce labeled proteins for NMR studies. Despite reduced metabolic activity in CF lysates, a certain scrambling of supplied isotope labels is still notable. Most problematic are conversions of 15N labels of the amino acids L-Asp, L-Asn, L-Gln, L-Glu and L-Ala, resulting in ambiguous NMR signals as well as in label dilution. Specific inhibitor cocktails suppress most undesired conversion reactions, while limited availability and potential side effects on CF system productivity need to be considered. As alternative route to address NMR label conversion in CF systems, we describe the generation of optimized E. coli lysates with reduced amino acid scrambling activity. Our strategy is based on the proteome blueprint of standardized CF S30 lysates of the E. coli strain A19. Identified lysate enzymes with suspected amino acid scrambling activity were eliminated by engineering corresponding single and cumulative chromosomal mutations in A19. CF lysates prepared from the mutants were analyzed for their CF protein synthesis efficiency and for residual scrambling activity. The A19 derivative "Stablelabel" containing the cumulative mutations asnA, ansA/B, glnA, aspC and ilvE yielded the most useful CF S30 lysates. We demonstrate the optimized NMR spectral complexity of selectively labeled proteins CF synthesized in "Stablelabel" lysates. By taking advantage of ilvE deletion in "Stablelabel", we further exemplify a new strategy for methyl group specific labeling of membrane proteins with the proton pump proteorhodopsin.


Subject(s)
Amino Acids , Escherichia coli , Escherichia coli/metabolism , Nuclear Magnetic Resonance, Biomolecular/methods , Amino Acids/chemistry , Proteins/chemistry , Protein Biosynthesis , Isotope Labeling/methods , Cell-Free System/metabolism
6.
Angew Chem Int Ed Engl ; 62(19): e202219314, 2023 05 02.
Article in English | MEDLINE | ID: mdl-36738230

ABSTRACT

Aromatic side chains are important reporters of the plasticity of proteins, and often form important contacts in protein-protein interactions. We studied aromatic residues in the two structurally homologous cross-ß amyloid fibrils HET-s, and HELLF by employing a specific isotope-labeling approach and magic-angle-spinning NMR. The dynamic behavior of the aromatic residues Phe and Tyr indicates that the hydrophobic amyloid core is rigid, without any sign of "breathing motions" over hundreds of milliseconds at least. Aromatic residues exposed at the fibril surface have a rigid ring axis but undergo ring flips on a variety of time scales from nanoseconds to microseconds. Our approach provides direct insight into hydrophobic-core motions, enabling a better evaluation of the conformational heterogeneity generated from an NMR structural ensemble of such amyloid cross-ß architecture.


Subject(s)
Amyloid beta-Peptides , Amyloid , Nuclear Magnetic Resonance, Biomolecular/methods , Amyloid/chemistry , Magnetic Resonance Spectroscopy , Protein Conformation , Amyloid beta-Peptides/metabolism
7.
J Struct Biol X ; 7: 100079, 2023.
Article in English | MEDLINE | ID: mdl-36578472

ABSTRACT

Probing the dynamics of aromatic side chains provides important insights into the behavior of a protein because flips of aromatic rings in a protein's hydrophobic core report on breathing motion involving a large part of the protein. Inherently invisible to crystallography, aromatic motions have been primarily studied by solution NMR. The question how packing of proteins in crystals affects ring flips has, thus, remained largely unexplored. Here we apply magic-angle spinning NMR, advanced phenylalanine 1H-13C/2H isotope labeling and MD simulation to a protein in three different crystal packing environments to shed light onto possible impact of packing on ring flips. The flips of the two Phe residues in ubiquitin, both surface exposed, appear remarkably conserved in the different crystal forms, even though the intermolecular packing is quite different: Phe4 flips on a ca. 10-20 ns time scale, and Phe45 are broadened in all crystals, presumably due to µs motion. Our findings suggest that intramolecular influences are more important for ring flips than intermolecular (packing) effects.

8.
J Biomol NMR ; 75(10-12): 383-392, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34510298

ABSTRACT

Aromatic side chains are attractive probes of protein dynamic, since they are often key residues in enzyme active sites and protein binding sites. Dynamic processes on microsecond to millisecond timescales can be studied by relaxation dispersion experiments that attenuate conformational exchange contributions to the transverse relaxation rate by varying the refocusing frequency of applied radio-frequency fields implemented as either CPMG pulse trains or continuous spin-lock periods. Here we present an aromatic 1H R1ρ relaxation dispersion experiment enabling studies of two to three times faster exchange processes than achievable by existing experiments for aromatic side chains. We show that site-specific isotope labeling schemes generating isolated 1H-13C spin pairs with vicinal 2H-12C moieties are necessary to avoid anomalous relaxation dispersion profiles caused by Hartmann-Hahn matching due to the 3JHH couplings and limited chemical shift differences among 1H spins in phenylalanine, tyrosine and the six-ring moiety of tryptophan. This labeling pattern is sufficient in that remote protons do not cause additional complications. We validated the approach by measuring ring-flip kinetics in the small protein GB1. The determined rate constants, kflip, agree well with previous results from 13C R1ρ relaxation dispersion experiments, and yield 1H chemical shift differences between the two sides of the ring in good agreement with values measured under slow-exchange conditions. The aromatic1H R1ρ relaxation dispersion experiment in combination with the site-selective 1H-13C/2H-12C labeling scheme enable measurement of exchange rates up to kex = 2kflip = 80,000 s-1, and serve as a useful complement to previously developed 13C-based methods.


Subject(s)
Proteins , Protons , Binding Sites , Kinetics , Nuclear Magnetic Resonance, Biomolecular
9.
Angew Chem Int Ed Engl ; 59(35): 14861-14868, 2020 08 24.
Article in English | MEDLINE | ID: mdl-32421895

ABSTRACT

While CH-π interactions with target proteins are crucial determinants for the affinity of arguably every drug molecule, no method exists to directly measure the strength of individual CH-π interactions in drug-protein complexes. Herein, we present a fast and reliable methodology called PI (π interactions) by NMR, which can differentiate the strength of protein-ligand CH-π interactions in solution. By combining selective amino-acid side-chain labeling with 1 H-13 C NMR, we are able to identify specific protein protons of side-chains engaged in CH-π interactions with aromatic ring systems of a ligand, based solely on 1 H chemical-shift values of the interacting protein aromatic ring protons. The information encoded in the chemical shifts induced by such interactions serves as a proxy for the strength of each individual CH-π interaction. PI by NMR changes the paradigm by which chemists can optimize the potency of drug candidates: direct determination of individual π interactions rather than averaged measures of all interactions.


Subject(s)
Magnetic Resonance Spectroscopy/methods , Proteins/chemistry , Humans , Models, Molecular
10.
J Biomol NMR ; 73(10-11): 633-639, 2019 Nov.
Article in English | MEDLINE | ID: mdl-31506857

ABSTRACT

Aromatic side chains are often key residues in enzyme active sites and protein binding sites, making them attractive probes of protein dynamics on the millisecond timescale. Such dynamic processes can be studied by aromatic 13C or 1H CPMG relaxation dispersion experiments. Aromatic 1H CPMG relaxation dispersion experiments in phenylalanine, tyrosine and the six-ring moiety of tryptophan, however, are affected by 3J 1H-1H couplings which are causing anomalous relaxation dispersion profiles. Here we show that this problem can be addressed by site-selective 1H/2H labeling of the aromatic side chains and that artifact-free relaxation dispersion profiles can be acquired. The method has been further validated by measuring folding-unfolding kinetics of the small protein GB1. The determined rate constants and populations agree well with previous results from 13C CPMG relaxation dispersion experiments. Furthermore, the CPMG-derived chemical shift differences between the folded and unfolded states are in excellent agreement with those obtained directly from the spectra. In summary, site-selective 1H/2H labeling enables artifact-free aromatic 1H CPMG relaxation dispersion experiments in phenylalanine and the six-ring moiety of tryptophan, thereby extending the available methods for studying millisecond dynamics in aromatic protein side chains.


Subject(s)
Amino Acids, Aromatic/chemistry , Nuclear Magnetic Resonance, Biomolecular/methods , Protein Folding , Proteins/chemistry , Staining and Labeling/methods , Deuterium , Kinetics , Molecular Dynamics Simulation , Protein Conformation , Staining and Labeling/standards
11.
J Am Chem Soc ; 141(28): 11183-11195, 2019 07 17.
Article in English | MEDLINE | ID: mdl-31199882

ABSTRACT

Aromatic residues are located at structurally important sites of many proteins. Probing their interactions and dynamics can provide important functional insight but is challenging in large proteins. Here, we introduce approaches to characterize the dynamics of phenylalanine residues using 1H-detected fast magic-angle spinning (MAS) NMR combined with a tailored isotope-labeling scheme. Our approach yields isolated two-spin systems that are ideally suited for artifact-free dynamics measurements, and allows probing motions effectively without molecular weight limitations. The application to the TET2 enzyme assembly of ∼0.5 MDa size, the currently largest protein assigned by MAS NMR, provides insights into motions occurring on a wide range of time scales (picoseconds to milliseconds). We quantitatively probe ring-flip motions and show the temperature dependence by MAS NMR measurements down to 100 K. Interestingly, favorable line widths are observed down to 100 K, with potential implications for DNP NMR. Furthermore, we report the first 13C R1ρ MAS NMR relaxation-dispersion measurements and detect structural excursions occurring on a microsecond time scale in the entry pore to the catalytic chamber and at a trimer interface that was proposed as the exit pore. We show that the labeling scheme with deuteration at ca. 50 kHz MAS provides superior resolution compared to 100 kHz MAS experiments with protonated, uniformly 13C-labeled samples.


Subject(s)
Aminopeptidases/chemistry , Nuclear Magnetic Resonance, Biomolecular , Thermodynamics , Aminopeptidases/metabolism , Carbon Isotopes , Protein Conformation , Protons , Pyrococcus horikoshii/enzymology
12.
Biochemistry ; 58(25): 2853-2859, 2019 06 25.
Article in English | MEDLINE | ID: mdl-31140266

ABSTRACT

The factors that define the resulting polymer length of distributive polymerases are poorly understood. Here, starting from the crystal structure of the dextransucrase DSR-M in complex with an isomaltotetraose, we define different anchoring points for the incoming acceptor. Mutation of one of these, Trp624, decreases the catalytic rate of the enzyme but equally skews the size distribution of the resulting dextran chains toward shorter chains. Nuclear magnetic resonance analysis shows that this mutation influences both the dynamics of the active site and the water accessibility. Monte Carlo simulation of the elongation process allows interpretation of these results in terms of enhanced futile encounters, whereby the less effective binding increases the pool of effective seeds for the dextran chains and thereby directly determines the length distribution of the final polymers.


Subject(s)
Dextrans/chemistry , Glucosyltransferases/chemistry , Glucosyltransferases/metabolism , Biocatalysis , Catalytic Domain , Escherichia coli/genetics , Glucosyltransferases/genetics , Leuconostoc/enzymology , Models, Chemical , Molecular Structure , Monte Carlo Method , Mutation , Oligosaccharides/chemistry , Protein Engineering
13.
J Biomol NMR ; 71(3): 129-140, 2018 07.
Article in English | MEDLINE | ID: mdl-29808436

ABSTRACT

In recent years, we developed a toolbox of heavy isotope containing compounds, which serve as metabolic amino acid precursors in the E. coli-based overexpression of aromatic residue labeled proteins. Our labeling techniques show excellent results both in terms of selectivity and isotope incorporation levels. They are additionally distinguished by low sample production costs and meet the economic demands to further implement protein NMR spectroscopy as a routinely used method in drug development processes. Different isotopologues allow for the assembly of optimized protein samples, which fulfill the requirements of various NMR experiments to elucidate protein structures, analyze conformational dynamics, or probe interaction surfaces. In the present article, we want to summarize the precursors we developed so far and give examples of their special value in the probing of protein-ligand interaction.


Subject(s)
Amino Acids, Aromatic/chemistry , Isotope Labeling/methods , Nuclear Magnetic Resonance, Biomolecular/methods , Amino Acids, Aromatic/metabolism , Animals , Escherichia coli/metabolism , Humans , Ligands , Molecular Probes , Proteins/chemistry
14.
J Biomol NMR ; 69(1): 13-22, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28861670

ABSTRACT

The application of metabolic precursors for selective stable isotope labeling of aromatic residues in cell-based protein overexpression has already resulted in numerous NMR probes to study the structural and dynamic characteristics of proteins. With anthranilic acid, we present the structurally simplest precursor for exclusive tryptophan side chain labeling. A synthetic route to 13C, 2H isotopologues allows the installation of isolated 13C-1H spin systems in the indole ring of tryptophan, representing a versatile tool to investigate side chain motion using relaxation-based experiments without the loss of magnetization due to strong 1JCC and weaker 2JCH scalar couplings, as well as dipolar interactions with remote hydrogens. In this article, we want to introduce this novel precursor in the context of hitherto existing techniques of in vivo aromatic residue labeling.


Subject(s)
Isotope Labeling/methods , Nuclear Magnetic Resonance, Biomolecular/methods , Proteins/chemistry , ortho-Aminobenzoates/chemistry , Tryptophan/chemistry
15.
Chembiochem ; 18(15): 1487-1491, 2017 08 04.
Article in English | MEDLINE | ID: mdl-28489326

ABSTRACT

The importance of NMR spectroscopy in unraveling the structural and dynamic properties of proteins is ever-expanding owing to progress in experimental techniques, hardware development, and novel labeling approaches. Multiple sophisticated methods of aliphatic residue labeling can be found in the literature, whereas the selective incorporation of NMR active isotopes into other amino acids still holds the potential for improvement. In order to close this methodological gap, we present a novel metabolic precursor for cell-based protein overexpression to assemble 13 C/2 H isotope patterns in the peptide backbone, as well as in side chain positions of a mechanistically distinguished histidine residue.


Subject(s)
Escherichia coli/metabolism , Histidine/chemistry , Imidazoles/chemistry , Isotope Labeling/methods , Pyruvates/chemistry , Basic Helix-Loop-Helix Leucine Zipper Transcription Factors/genetics , Basic Helix-Loop-Helix Leucine Zipper Transcription Factors/metabolism , Carbon Radioisotopes , Deuterium , Escherichia coli/genetics , Histidine/biosynthesis , Humans , Imidazoles/metabolism , Magnetic Resonance Spectroscopy , Pyruvates/metabolism , Transaminases/metabolism , alpha-Synuclein/genetics , alpha-Synuclein/metabolism
16.
Bioorg Med Chem ; 25(1): 261-268, 2017 01 01.
Article in English | MEDLINE | ID: mdl-27865644

ABSTRACT

The d-/l-peptide gramicidin A (gA) is well known as a pivotal ion channel model and shows a broad spectrum of bioactivities such as antibiosis, antimalarial activity, as well as hemolysis. We applied inter-chain disulfide bonds to constrain the conformational freedom of gA into parallel and antiparallel dimeric topologies. Albeit the constructs were not found to be monoconformational, CD- and IR-spectroscopic studies suggested that this strategy indeed restricted the conformational space of the d-/l-peptide construct, and that ß-helical secondary structures prevail. Correlative testing of gA dimers in antimicrobial, antimalarial, and ion conduction assays suggested that the tail-to-tail antiparallel single stranded ß6.3 helix dominantly mediates the bioactivity of gA. Other conformers are unlikely to contribute to these activities. From these investigations, only weakly ion conducting gA dimers were identified that retained nM antimalarial activity.


Subject(s)
Anti-Bacterial Agents/pharmacology , Antimalarials/pharmacology , Disulfides/pharmacology , Gramicidin/analogs & derivatives , Gramicidin/pharmacology , Anti-Bacterial Agents/chemical synthesis , Antimalarials/chemical synthesis , Circular Dichroism , Dimerization , Disulfides/chemical synthesis , Gram-Negative Bacteria/drug effects , Gram-Positive Bacteria/drug effects , Gramicidin/chemical synthesis , Hemolysis , Membranes, Artificial , Molecular Conformation , Permeability , Plasmodium falciparum/drug effects
17.
Chembiochem ; 16(5): 746-51, 2015 Mar 23.
Article in English | MEDLINE | ID: mdl-25703586

ABSTRACT

NMR-based investigations of large protein complexes require optimized isotopic labeling schemes. We report new methods to introduce stable isotopes into tryptophan residues; these are fine-tuned to the requirements of the particular protein NMR experiment. Selective backbone labeling was performed by using a new α-ketoacid precursor as an additive in cell-based overexpression media. Additionally, we developed synthetic routes to certain isotopologues of indole with (13)C-(1)H spin systems surrounded by (12)C and (2)H. The corresponding proteins, overexpressed in the presence of these precursor compounds, can be effectively analyzed for conformational changes in tryptophan residues in response to external stimuli, such as interaction with other proteins or small molecules.


Subject(s)
Escherichia coli/chemistry , Indoles/chemistry , Isotope Labeling , Tryptophan/chemistry , Carbon Isotopes , Deuterium/chemistry , Escherichia coli/metabolism , Indoles/metabolism , Molecular Structure , Nuclear Magnetic Resonance, Biomolecular , Protons , Tryptophan/metabolism
18.
Chemistry ; 21(15): 5898-908, 2015 Apr 07.
Article in English | MEDLINE | ID: mdl-25711604

ABSTRACT

D-/L-peptides such as gramicidin A (gA) adopt unique dimeric ß-helical structures of different topologies. To overcome their conformational promiscuity and enrich individual components, a dynamic combinatorial approach assisted by thiol tags was developed. This method led to identification of the preferential formation of antiparallel dimers under a broad range of conditions, which was independent of peptide side-chain polarity. Exclusive formation of an antiparallel cyclic dimer was achieved in the presence of cesium ions.


Subject(s)
Gramicidin/chemistry , Peptides/chemistry , Sulfhydryl Compounds/chemistry , Amino Acid Sequence , Models, Molecular , Molecular Sequence Data , Protein Multimerization , Protein Structure, Secondary
19.
J Biomol NMR ; 57(4): 327-31, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24264768

ABSTRACT

(13)C-α-ketoacid metabolic precursors of phenylalanine and tyrosine effectively enter the metabolism of a protein overexpressing E. coli strain to label Phe- and Tyr-residues devoid of any cross-labelling. The methodology gives access to highly selective labelling patterns as valuable tools in protein NMR spectroscopy without the need of (15)N-chiral amino acid synthesis using organic chemistry.


Subject(s)
Keto Acids/chemistry , Keto Acids/metabolism , Phenylalanine/metabolism , Recombinant Proteins/metabolism , Tyrosine/metabolism , Escherichia coli/metabolism , Isotope Labeling , Isotopes/analysis , Isotopes/chemistry , Isotopes/metabolism , Nuclear Magnetic Resonance, Biomolecular , Phenylalanine/chemistry , Recombinant Proteins/analysis , Recombinant Proteins/chemistry , Stereoisomerism , Tyrosine/chemistry
20.
Chembiochem ; 14(18): 2492-9, 2013 Dec 16.
Article in English | MEDLINE | ID: mdl-24151156

ABSTRACT

Growing resistance to antibiotics, as well as newly emerging pathogens, stimulate the investigation of antimicrobial peptides (AMPs) as therapeutic agents. Here, we report a new library design concept based on a stochastic distribution of natural AMP amino acid sequences onto half-length synthetic peptides. For these compounds, a non-natural motif of alternating D- and L-backbone stereochemistry of the peptide chain predisposed for ß-helix formation was explored. Synthetic D-/L-peptides with permuted half-length sequences were delineated from a full-length starter sequence and covalently recombined to create two-dimensional compound arrays for antibacterial screening. Using the natural AMP magainin as a seed sequence, we identified and iteratively optimized hit compounds showing high antimicrobial activity against Gram-positive and Gram-negative bacteria with low hemolytic activity. Cryo-electron microscopy characterized the membrane-associated mechanism of action of the new D-/L-peptide antibiotics.


Subject(s)
Anti-Bacterial Agents/chemistry , Anti-Bacterial Agents/pharmacology , Antimicrobial Cationic Peptides/chemistry , Antimicrobial Cationic Peptides/pharmacology , Amino Acid Sequence , Anti-Bacterial Agents/chemical synthesis , Antimicrobial Cationic Peptides/chemical synthesis , Bacteria/drug effects , Bacterial Infections/drug therapy , Humans , Molecular Sequence Data , Peptide Library , Solid-Phase Synthesis Techniques , Stochastic Processes
SELECTION OF CITATIONS
SEARCH DETAIL
...