La Proteína Quinasa C (PKC) participa en numerosas funciones fisiológicas a través de distintas rutas de señalización celular. Las isoenzimas clásicas están reguladas por diacilglicerol, ésteres de forbol, calcio y fosfolípidos aniónicos. La presencia de insaturaciones en los diacilgliceroles de la membrana modifica la activación de la PKC alfa.Los dominios C2 de PKC clásicas presentan dos tipos de sitios de unión de calcio y enlazan tres cationes de manera similar. La desnaturalización térmica de estos dominios se desplazó hacia mayores temperaturas con concentraciones crecientes de calcio, siendo mayor el efecto en presencia de fosfolípidos aniónicos. La estructura secundaria de los dominios C2 de PKC clásicas así como de la PKC alfa completa mostró una elevada proporción de hoja beta. La adición de fosfolípidos aniónicos y PMA respectivamente provocó un mayor efecto protector frente a la desnaturalización térmica que sólo con calcio. / Protein Kinase C (PKC) plays a key role in several physiological functions through different celullar signalling pathways. The classical isoenzymes are regulated by diacylglycerol, phorbol esters, calcium, and anionic phospholipids.The presence of insaturations in the membrane diacylglycerols modifies the PKC alpha activation.C2 domains of classical PKC have two different binding sites for calcium, and bind three molecules in a similar way. The thermal denaturation of these domains moved to higher temperatures with increasing calcium concentrations, being this effect hingher in the presence of anionic phospholipids. The secondary structure of both C2 domains from classical PKC and PKC alpha showed a high contribution of beta-sheet component. The addition of anionic phospholipids and PMA produced the main protection against thermal denaturation, respectively

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Analyses of protein sequences from diverse genomes have revealed the ubiquitous nature of multi-domain proteins. They form up to 70% of proteomes of most eukaryotic organisms. Yet, our understanding of protein structure, folding and evolution has been dominated by extensive studies on single-domain proteins. We provide quantitative treatment and proof for prevailing intuitive ideas on the strategies employed by nature to stabilize otherwise unstable domains. We find that domains incapable of independent stability are stabilized by favourable interactions with tethered domains in the multi-domain context. Natural variations (nsSNPs) at these sites alter communication between domains and affect stability leading to disease manifestation. We emphasize this by using explicit all-atom molecular dynamics simulations to study the interface nsSNPs of human Glutathione S-transferase omega 1. We show that domain-domain interface interactions constrain inter-domain geometry (IDG) which is evolutionarily well conserved. The inter-domain linkers modulate the interactions by varying their lengths, conformations and local structure, thereby affecting the overall IDG. These findings led to the development of a method to predict interfacial residues in multi-domain proteins based on difference evolutionary information extracted from at least two diverse domain architectures (single and multi-domain). Our predictions are highly accurate (∼85%) and specific (∼95%). Using predicted residues to constrain domain–domain interaction, rigid-body docking was able to provide us with accurate full-length protein structures with correct orientation of domains. Further, we developed and employed an alignment-free approach based on local amino-acid fragment matching to compare sequences of multi-domain proteins. This is especially effective in the absence of proper alignments, which is usually the case for multi-domain proteins. Using this, we were able to recreate the existing Hanks and Hunter classification scheme for protein kinases. We also showed functional relationships among Immunoglobulin sequences. The clusters obtained were functionally distinct and also showed unique domain-architectures. Our analysis provides guidelines toward rational protein and interaction design which have attractive applications in obtaining stable fragments and domain constructs essential for structural studies by crystallography and NMR. These studies enable a deeper understanding of rapport of protein domains in the multi-domain context.

A unique mechanism of protein oligomerization is domain swapping. It is a feature found in some proteins wherein a dimer or a higher oligomer is formed by the exchange of identical structural segments between protomers. Domain swapping is thought to have played a key role in the evolution of stable oligomeric proteins and in oligomerization of amyloid proteins. This thesis deals with studies to understand the significance of hinges involved in domain swapping for protein oligomerization and function. The stationary phase survival protein SurE from Salmonella typhimurium (StSurE) and Sesbania mosaic virus (SeMV) coat protein have been used as models for studies on domain swapping. This thesis has been divided into eight chapters. Chapter 1 provides a brief introduction to domain swapping, while Chapters 2 to 6 describes the studies carried out on StSurE protein, Chapter 7 deals with studies on SeMV coat protein. The final Chapter 8 provides brief descriptions of various experimental techniques employed during these investigations. Chapter 1 deals with a brief introduction to domain swapping in proteins. Examples where different domains are exchanged are cited. Then it describes physiological relevance of domain swapping in proteins and probable factors which promote swapping. Finally it also discusses the uncertainties that are inevitable in protein structure prediction and design. Chapter 2 describes the structure of Salmonella typhimurium SurE (StSurE; Pappachan et al., 2008) determined at a higher resolution. The chapter also deals with the sequence and structure based comparison of StSurE with other known SurE homolog structures. A comparative analysis of the relative conservation of N- and C-terminal halves of SurE protomer and variations observed in the quaternary structures of SurE homologs are presented. Then a brief introduction is provided on function of StSurE. The conserved active site of StSurE that might be important for its phosphatase activity is described. A plausible mechanism for the phosphatase activity as proposed by Pappachan et al. (2008) is presented. Crystal structures of StSurE bound with AMP, pNPP and pNP that was determined with the view of better understanding the mechanism of enzyme function is presented. These structures provide structural evidence for the mechanism proposed by Pappachan et al. (2008). Finally a substrate entry channel inferred from these structures is discussed. SurE from Salmonella typhimurium (StSurE) was selected for studies on domain swapping as there is at least one homologous structure (Pyrobaculum aerophilum - PaSurE) in which swapping of the C-terminal helices appears to have been avoided without leading to the loss of oligomeric structure or function. It was of interest to examine if an unswapped dimer of StSurE resembling PaSurE dimer could be constructed by mutagenesis. To achieve this objective, a crucial hydrogen bond in the hinge involved in C-terminal helix swapping was abolished by mutagenesis. These mutants were constructed with the intention of increasing the flexibility of the hinge which might bring the C-terminal helices closer to the respective protomer as in PaSurE. Chapter 3 presents a comparative analysis of the hinges involved in C-terminal helix swapping in PaSurE and StSurE. Based on the comparison of structure and sequence, crucial residues important for C-terminal helix swapping in StSurE were identified as D230 and H234. The chapter describes the construction of mutants obtained by substituting D230 and H234 by alanine and their biophysical characterization. Finally it describes structural studies carried out on these mutants. The mutation H234A and D230A/H234A resulted in highly distorted dimers, although helix swapping was not avoided. Comparative analysis of the X-ray crystal structures of native StSurE and mutants H234A and D230A/H234A reveal large structural changes in the mutants relative to the native structure. However the crystal structures do not provide information on the changes in dynamics of the protein resulting from these mutations. To gain better insights into the dynamics involved in the native and mutants H234A and D230A/H234A, MD simulations were carried on using GROMACS 4.0.7. Chapter 4 deals with a brief description of the theory of molecular dynamics, followed by results of simulation studies carried out on monomeric and dimeric forms of StSurE and dimeric forms of its mutants H234A and D230A/H234A. The conformational changes and dynamics of different swapped segments are discussed. Crystal structures of H234A and D230A/H234A mutants reveal that they form highly distorted dimers with altered dimeric interfaces. Chapter 5 focuses on comparison of dimeric interfaces of the native StSurE and hinge mutants H234A and D230A/H234A. Based on the analysis, three sets of interactions were selected to investigate the importance of the interface formed by swapped segments in StSurE mutants H234A and D230A/H234A. One of the selected sites corresponds to a novel interaction involving tetramerization loop in the hinge mutants H234A and D230A/H234A resulting in a salt bridge between E112 – R179’ and E112’ – H180 (prime denotes residue from the other chain of the dimeric protein). This salt bridge seems to stabilize the distorted dimer. It is shown by structural studies that the loss of this salt bridge due to targeted mutation restores symmetry and dimeric organization of the mutants. Loss of a crucial hydrogen bond in the hinge region involved in C-terminal helix swapping in SurE not only leads to large structural changes but also alters the conformation of a loop near the active site. It is of interest to understand functional consequences of these structural changes. StSurE is a phosphatase, and its activity could be conveniently monitored using the synthetic substrate para nitrophenyl phosphate (pNPP) at pH 7 and 25 ºC. Chapter 6 deals with the functional studies carried out with various StSurE mutants. The studies suggest that there is a drastic loss in phosphatase activity in hinge mutants D230A, H234A and D230A/H234A, while in the salt bridge mutants the function seems to have been restored. Few of these mutants also exhibit positive cooperativity, which could probably be due to altered dynamics of domains. Sesbania mosaic virus (SeMV) is a plant virus, belonging to genus sobemovirus. SeMV is a T=3 icosahedral virus (532 symmetry) made up of 180 coat protein (CP) subunits enclosing a positive-sense RNA genome. The asymmetric unit of the icosahedral capsid is composed of chemically identical A, B and C subunits occupying quasi-equivalent environments. Residues 48 – 59 of the N-terminal arms of the C subunits interact at the nearby icosahedral three-fold axes through a network of hydrogen bonds to form a structure called the “β-annulus”. Residues 60 – 73 form the “βA-arm” that connects the N-terminal β-annulus to the rest of the protomer. Various studies on SeMV-CP suggest that different lengths of the N-terminal segments affect the assembly of virus. It might be possible to exploit this flexibility of the N-terminus in SeMV-CP to introduce swapping of this segment between two 2-fold related C subunits as is found in Rice yellow mottle virus (RYMV), another sobemovirus, with which SeMV shares significant sequence similarity. Chapter 7 focuses on attempts made to examine the mutational effects planned to introduce domain swapping. The strategy used for introducing swapping in SeMV-CP was based on the sequence of the βA-arm or the hinge involved in swapping of β-annulus in RYMV. TEM images of the mutant virus like particles obtained suggest that they are heterogeneous. These mutants could not be crystallized, probably due to the heterogeneity. However, the assembly of the expressed proteins to virus like particles was profoundly influenced by the mutations. Chapter 8 discusses various crystallographic, biophysical and biochemical techniques used during these investigations. Finally the thesis concludes with Conclusions and Future perspectives of the various studies reported in the thesis. In summary, I have addressed the importance of amino acid residues and interactions of hinges involved in domain swapping for the quaternary structure and function of proteins.

Cette thèse se place dans le cadre de l'étude in silico, c'est-à-dire assistée par ordinateur, des liens qui unissent la séquence d'une protéine à la (ou aux) structure(s) tri-dimensionnelle(s) qu'elle adopte. Le décryptage de ces liens présente de nombreuses applications dans divers domaines et constitue sans doute l'une des problématiques les plus fascinantes de la recherche en biologie moléculaire.<p><p>Le premier aspect de notre travail concerne le développement de potentiels statistiques dérivés de bases de données de protéines dont les structures sont connues. Ces potentiels présentent plusieurs avantages: ils peuvent être aisément adaptés à des représentations structurales simplifiées, et permettent de définir un nombre limité de fonctions énergétiques qui incarnent l'ensemble complexe d'interactions gouvernant la structure et la stabilité des protéines, et qui incluent également certaines contributions entropiques. Cependant, leur signification physique reste assez nébuleuse, car l'impact des diverses hypothèses nécessaires à leur dérivation est loin d'être clairement établi. Nous nous sommes attachés à l'étude de certaines limitations des ces potentiels: leur dépendance en la taille des protéines incluses dans la base de données, la non-additivité des termes de potentiels, et l'importance souvent négligée de l'environnement protéique spécifique ressenti par chaque résidu. Nous avons ainsi mis en évidence que l'influence de la taille des protéines de la base de données sur les potentiels de distance entre résidus est spécifique à chaque paire d'acides aminés, peut être relativement importante, et résulte essentiellement de la répartition inhomogène des résidus hydrophobes et hydrophiles entre le coeur et la surface des protéines. Ces résultats ont guidé la mise au point de fonctions correctives qui permettent de tenir compte de cette influence lors de la dérivation des potentiels. Par ailleurs, la définition d'une procédure générale de dérivation de potentiels et de termes de couplage a rendu possible la création d'une fonction énergétique qui tient compte simultanément de plusieurs descripteurs de séquence et de structure (la nature des résidus, leurs conformations, leurs accessibilités au solvant, ainsi que les distances qui les séparent dans l'espace et le long de la séquence). Cette fonction énergétique présente des performances nettement améliorées par rapport aux potentiels originaux, et par rapport à d'autres potentiels décrits dans la littérature.<p><p>Le deuxième aspect de notre travail concerne l'application de programmes basés sur des potentiels statistiques à l'étude de protéines qui adoptent des structures alternatives. La permutation de domaines est un phénomène qui affecte diverses protéines et qui implique la génération d'un oligomère suite à l'échange de fragments structuraux entre monomères identiques. Nos résultats suggèrent que la présence de "faiblesses structurales", c'est-à-dire de régions qui ne sont pas optimales vis-à-vis de la stabilité de la structure native ou qui présentent une préférence marquée pour une conformation non-native en absence d'interactions tertiaires, est intimement liée aux mécanismes de permutation. Nous avons également mis en évidence l'importance des interactions de type cation-{pi}, qui sont fréquemment observées dans certaines zones clés de la permutation. Finalement, nous avons sélectionné un ensemble de mutations susceptibles de modifier sensiblement la propension de diverses protéines à permuter. L'étude expérimentale de ces mutations devrait permettre de valider, ou de raffiner, les hypothèses que nous avons proposées quant au rôle joué par les faiblesses structurales et les interactions de type cation-{pi}. Nous avons également analysé une autre protéine soumise à d'importants réarrangements conformationnels: l'{alpha}1-antitrypsine. Dans le cas de cette protéine, les modifications structurales sont indispensables à l'exécution de l'activité biologique normale, mais peuvent sous certaines conditions mener à la formation de polymères insolubles et au développement de maladies. Afin de contribuer à une meilleure compréhension des mécanismes responsables de la polymérisation, nous avons cherché à concevoir rationnellement des protéines mutantes qui présentent une propension à polymériser contrôlée. Des tests expérimentaux ont été réalisés par le groupe australien du Professeur S.P. Bottomley, et ont permis de valider nos prédictions de manière assez remarquable.<p><p><p><p>The work presented in this thesis concerns the computational study of the relationships between the sequence of a protein and its three-dimensional structure(s). The unravelling of these relationships has many applications in different domains and is probably one of the most fascinating issues in molecular biology.<p><p>The first part of our work is devoted to the development of statistical potentials derived from databases of known protein structures. These potentials allow to define a limited number of energetic functions embodying the complex ensemble of interactions that rule protein folding and stability (including some entropic contributions), and can be easily adapted to simplified representations of protein structures. However, their physical meaning remains unclear since several hypotheses and approximations are necessary, whose impact is far from clearly understood. We studied some of the limitations of these potentials: their dependence on the size of the proteins included in the database, the non-additivity of the different potential terms, and the importance of the specific environment of each residue. Our results show that residue-based distance potentials are affected by the size of the database proteins, and that this effect can be quite strong, is residue-specific, and seems to result mostly from the inhomogeneous partition of hydrophobic and hydrophilic residues between the surface and the core of proteins. On the basis of these observations, we defined a set of corrective functions in order to take protein size into account while deriving the potentials. On the other hand, we developed a general procedure of derivation of potentials and coupling terms and consequently created an energetic function describing the correlations between several sequence and structure descriptors (the nature of each residue, the conformation of its main chain, its solvent accessibility, and the distances that separate it from other residues, in space and along the sequence). This energetic function presents a strongly improved predictive power, in comparison with the original potentials and with other potentials described in the literature.<p><p>The second part describes the application of different programs, based on statistical potentials, to the study of proteins that adopt alternative structures. Domain swapping involves the exchange of a structural element between identical proteins, and leads to the generation of an oligomeric unit. We showed that the presence of “structural weaknesses”, regions that are not optimal with respect to the folding mechanisms or to the stability of the native structure, seems to be intimately linked with the swapping mechanisms. In addition, cation-{pi} interactions were frequently detected in some key locations and might also play an important role. Finally, we designed a set of mutations that are likely to affect the swapping propensities of different proteins. The experimental study of these mutations should allow to validate, or refine, our hypotheses concerning the importance of structural weaknesses and cation-{pi} interactions. We also analysed another protein that undergoes large conformational changes: {alpha}1-antitrypsin. In this case, the structural modifications are necessary to the proper execution of the biological activity. However, under certain circumstances, they lead to the formation of insoluble polymers and the development of diseases. With the aim of reaching a better understanding of the mechanisms that are responsible for this polymerisation, we tried to design mutant proteins that display a controlled polymerisation propensity. An experimental study of these mutants was conducted by the group of Prof. S.P. Bottomley, and remarkably confirmed our predictions.<p> / Doctorat en sciences appliquées / info:eu-repo/semantics/nonPublished

Investigations of soft matter using ultrashort high intensity pulses have been made possible through the advent of X-ray free-electrons lasers. The last decade has seen the development of a new type of protein crystallography where femtosecond dynamics can be studied, and single particle imaging with atomic resolution is on the horizon. The pulses are so intense that any sample quickly turns into a plasma. This thesis studies the ultrafast transition from soft matter to warm dense matter, and the implications for structural determination of proteins.                    We use non-thermal plasma simulations to predict ultrafast structural and electron dynamics. Changes in atomic form factors due to the electronic state, and displacement as a function of temperature, are used to predict Bragg signal intensity in protein nanocrystals. The damage processes started by the pulse will gate the diffracted signal within the pulse duration, suggesting that long pulses are useful to study protein structure. This illustrates diffraction-before-destruction in crystallography. The effect from a varying temporal photon distribution within a pulse is also investigated. A well-defined initial front determines the quality of the diffracted signal. At lower intensities, the temporal shape of the X-ray pulse will affect the overall signal strength; at high intensities the signal level will be strongly dependent on the resolution. Water is routinely used to deliver biological samples into the X-ray beam. Structural dynamics in water exposed to intense X-rays were investigated with simulations and experiments. Using pulses of different duration, we found that non-thermal heating will affect the water structure on a time scale longer than 25 fs but shorter than 75 fs. Modeling suggests that a loss of long-range coordination of the solvation shells accounts for the observed decrease in scattering signal. The feasibility of using X-ray emission from plasma as an indicator for hits in serial diffraction experiments is studied. Specific line emission from sulfur at high X-ray energies is suitable for distinguishing spectral features from proteins, compared to emission from delivery liquids. We find that plasma emission continues long after the femtosecond pulse has ended, suggesting that spectrum-during-destruction could reveal information complementary to diffraction.

My research work for PhD has focused on: (i) the development and application of new NMR methodologies to solve challenging problems in structural biology and (ii) studying important biological systems to correlate their structural and functional aspects. I have worked on diverse research projects ranging from NMR methodology development to the study of structure and dynamics of protein-based nanotubes. Chapter 1 of my thesis gives brief introduction to bio-molecular NMR spectroscopy and the different biological systems that I have studied. In recent years, several new methods have emerged for rapid NMR data collection. One class of methods is G-matrix Fourier transform (GFT) projection NMR spectroscopy. GFT NMR spectroscopy involves phase sensitive joint sampling of two or more chemical shifts in an indirect dimension of a multidimensional NMR experiment. Chapter 2 describes a new method based on the principle of GFT NMR for increasing further the speed of data collection. In the current implementations of the GFT method, cosine/sine modulation of all chemical shifts involved in the joint sampling are collected and stored as separate FIDs. A post-acquisition data processing step (application of G-matrix) then separates the different inter-modulations of chemical shifts. Thus, joint sampling of K+1 spins results in 2K combination of chemical shifts (also representing 2K projection angles). One limitation of this approach is that even if only a few of the 2K components of the multiplet (or projection angles) is desired, an entire data set containing information for all 2K shift combinations is collected. We have proposed a simple method which releases this restriction and allows one to selectively detect only the desired linear combination of chemical shifts/projection angles out of 2K combinations in a phase sensitive manner. The method involves selecting the appropriate cosine/sine modulations of chemical shifts and forming the desired linear combination by phase cycling of the radiofrequency pulses and receiver. This will benefit applications where only certain linear combination of shifts are desired or/and are sufficient. Further, G-matrix transformation required for forming the linear combination is performed within the pulse sequence. This avoids the need for any post-acquisition data processing. Taken together, this mode of data acquisition will foster new applications in projection NMR spectroscopy for rapid resonance assignment and structure determination. Chapter 3 describes another GFT NMR-based method for rapid estimation of secondary structure in proteins. This involves the detection of specific linear combination of backbone chemical shifts and facilitates a clear separation and estimation of residues in different secondary structures of a given protein. This methodology named as CSSI-PRO (Combination of Shifts for Secondary structure Identification in PROteins), involves detection of specific linear combination of backbone 1Hα and 13C’ chemical shifts in a two dimensional (2D) NMR experiment. Such linear combination of shifts facilitates editing of residue belonging to α-helical/ β-strand regions into distinct spectral regions nearly independent of the amino acid type. This helps in the estimation of overall secondary structure content of the protein. Comparison of the estimated secondary structure content with those obtained from the respective 3D structures and/or the method of Chemical Shift Index (CSI) was carried out for 254 proteins and gives a correlation of more than 90% and an overall RMSD of 6.5%. The method has high sensitivity and data can be acquired in a few minutes. This methodology has several applications such as for high-throughput screening of proteins in structural proteomics and for monitoring conformational changes during protein folding and/or ligand-binding events. Chapter 4 (Part-A and Part-B) describes an area of my research which involves the study of structure and function in the Insulin-like Growth Factor Binding Protein (IGFBP) family. IGFBPs (six in number; IGFBP1-6) belong to the IGF-system, which plays an important role in growth and development of the human body. This system is comprised of the following components: (i) Two peptide hormones, IGF-1 and -2, (ii) type 1 and type 2 IGF receptors, (iii) six IGF-binding proteins (IGFBP; numbered 1-6) and (iv) IGFBP proteases. IGF-1 and -2 are small signalling peptides (~7.5 kDa) that stimulate action by binding to specific cell surface receptors (IGF-1R) evoking subsequent response inside the cell. Six soluble IGF binding proteins, the IGFBPs, which range in 22-31 kDa in size and share overall sequence and structural homology with each other, regulate the activity of the IGFs. IGFBPs bind strongly to IGFs (KD ~ 300-700 pM) to ensure that all the circulating IGF in the blood stream is sequestered and inhibit the action of IGFs by blocking their access to the receptors. Proteolysis of the IGFBPs dissociates IGFs from the complex, enabling them to bind and activate the cell surface receptors. IGFBPs have been recently implicated in different cancers and HIV/AIDS. However, the nature of their interaction with the ligand: IGF-1 or IGF-2 at a molecular level poorly understood. This is due to the difficulty in over-expressing these proteins in large scale and in soluble amounts which is required for structural studies. We have for the first time developed an efficient method for bacterial expression of full-length human IGFBP-2, a 33 kDa system, in soluble (upto 30 mg/ml) and folded form. Using a single step purification protocol, hIGFBP-2 was obtained with >95% purity and structurally characterized using NMR spectroscopy. The protein was found to exist as a monomer at the high concentrations required for structural studies and to exist in a single conformation exhibiting a unique intra-molecular disulfide-bonding pattern. The protein retained full biologic activity as evident from its strong binding to IGF-1 and IGF-2 detected using surface plasmon resonance (SPR). This study represents the first high-yield expression of wild-type recombinant human IGFBP-2 in E. coli and first structural characterization by NMR. Using different NMR methods, we are now in the process of elucidating the 3D structure of this molecule. Chapter 5 (Part-A and Part-B) describes our discovery of nanotubular structures formed by spontaneous self-assembly of a small fragment from the C-terminal domain of hIGFBP-2. The nanotubular structures are several micrometers long and have a uniform outer diameter of ~35 nm. These structures were studied extensively by NMR and other techniques such as TEM, fluorescence and circular dichroism (CD). The water soluble nanotubes form through intermolecular disulphide bonds due to the presence of three cysteines in the polypeptide chain and exhibit enhanced tyrosine fluorescence. Based on different experimental evidences we have proposed a mechanism for the formation of the nanotubes. This was considered as a breakthrough by the journal ChemComm and featured on the cover-page of the journal. An article highlighting the discovery was also published in RSC news. In recent years, a number of novel polypeptide and DNA based nanotubes have been reported. Our study reveals intrinsically fluorescent self-assembling nanotubes made up of disulphide bonds having the following novel properties: (i) their formation/dissociation can be controlled by tuning the redox conditions, (ii) they do not require the support of any additional chemical agent for self-assembly, (iii) they have high stability due to the involvement of covalent interactions, (iv) the monomer is a small polypeptide chain which can be chemically synthesized or produced using simple recombinant methods and (v) they possess high inherent fluorescence and can thus be easily detected against a background of other proteins. In addition, the presence of an RGD motif in this polypeptide fragment offers avenues for novel biomedical applications. The RGD motif is known to be recognized by integrins. The design of such self-assembling polypeptide fragments containing an RGD motif can be utilized to enhance the efficacy of cancer therapeutics. Towards this end, we have investigated the structural basis of formation of these nanotubular structures by NMR spectroscopy and proposed its application for cancer cell imaging.

The work is focused on the area of the proteins and their domains. It also briefly describes gathering methods of the protein´s structure at the various levels of the hierarchy. This is followed by examining of existing tools for protein´s domains prediction and databases consisting of domain´s information. In the next part of the work selected representatives of prediction methods are introduced.  These methods work with the information about the internal structure of the molecule or the amino acid sequence. The appropriate chapter outlines applied procedure of domains´ boundaries prediction. The prediction is derived from the primary structure of the protein, using a neural network  The implemented procedure and its possibility of further development in the related thesis are introduced at the conclusion of this work.