La connaissance de la structure tridimensionnelle (3D) des protéines est une information capitale. Néanmoins, le nombre de protéines dont la structure 3D a été déterminée expérimentalement est cent fois plus faible que le nombre de protéines connues aujourd'hui. Cet écart ne pourra pas être comblé, car les techniques expérimentales de détermination de structure (diffraction de rayons X et résonance magnétique nucléaire) sont coûteuses et lentes (un an de travail en moyenne pour une seule protéine). Un moyen d'obtenir plus rapidement la structure 3D de protéines est de la prédire par des moyens bioinformatiques. La technique de prédiction la plus précise actuellement est la modélisation par homologie. Celle-ci est basée sur la similitude de structure entre deux protéines de séquences similaires. L'étape critique de cette méthode est l'étape d'alignement entre la séquence à modéliser et une séquence similaire de structure connue. Notre travail a consisté tout d'abord en la conception d'une nouvelle méthode d'alignement pairé très fiable. Cette méthode a ensuite été incluse dans un système automatique de modélisation par homologie: la bonne qualité des structures prédites par le système trouve en partie son origine dans le programme d'alignement utilisé. Enfin, nous avons appliqué notre système de modélisation automatique à la modélisation de toutes les protéines déduites du génome d'une bactérie pathogène étudiée dans notre unité de recherche: Brucella melitensis. Cela nous a conduit à créer une banque de données structurales et fonctionnelles consacrée au génome de cette bactérie. Cette banque de données est devenue un outil de travail indispensable pour plusieurs équipes de recherche européennes qui étudient Brucella melitensis.

In this thesis we will further develop the algorithm of homologous prediction of tertiary RNA structure. The algorithm was originally created and implemented in my bachelor thesis. We will focus on further automatization of algorithm implementation and we are going to make it easier to use. The user will be able to predict tertiary structure of RNA based only on target structure sequence. The algorithm will be also extended to use multiple template structures for prediction and it will be able to firstly predict the secondary structure of the target molecule. Both of these modifications should lead to more precise prediction by restricting the search space and reducing the size of unconserved regions of the predicted structure.

No description available.

Submitted by Ricardo Cedraz Duque Moliterno (ricardo.moliterno@uefs.br) on 2017-02-14T00:41:33Z No. of bitstreams: 1 PPGBiotec - Disserta??o corrigida - Isis Bugia.pdf: 6811384 bytes, checksum: 2380cbb790d35324858de90e106415fc (MD5) / Made available in DSpace on 2017-02-14T00:41:33Z (GMT). No. of bitstreams: 1 PPGBiotec - Disserta??o corrigida - Isis Bugia.pdf: 6811384 bytes, checksum: 2380cbb790d35324858de90e106415fc (MD5) Previous issue date: 2016-03-11 / The Visceral Leishmaniasis (VL) is the second most important vector-borne disease in the world, transmitted in the Americas by Lutzomyia longipalpis, vector control is essential for the prevention of the disease. But since it is not possible to identify the oviposition sites, the fight is directed to adult insects, using traps impregnated with chemical attractants. Whereas the Odorant Binding Proteins (OBPs) act in the first level of odor selection, this work used in silico methodology to identify putative vector olfactory chemical modulators based on the structure of OBPs and known ligands. For this, tridimensional (3D) structure of L. longipalpis OBPs were predicted by three comparative modeling methods. The best model, predicted by I-Tasser, was refined by Molecular Dynamics on Gromacs. Then, in a hierarchical virtual screening approach, natural compounds of ZINC12 closer to the typical OBP ligands in global chemical space, provided by ChemGPS-NP, were evaluated and staggered concerning affinity with the orthosteric site from the OBP, by molecular docking on DOCK6. The compounds were scored by GRIDSCORE, then the 100 best classified were submitted to AMBERSCORE, which took into account the flexibility from both OBP and the docked ligands. The lowest energy conformations interacted with a hydrophobic pocket through residues Met6, Gly10, Glu11, Ala9 Arg14, Leu74, Met53, Phe118, Phe119, Pro120, amino groups and formed ionic interaction with carboxyl of Glu11, Furthermore, Phe119, Asn29 and Gln69 formed hydrogen bonds, this last formed donor and acceptor H-bonds. / A Leishmaniose Visceral (LV) ? a segunda doen?a vetorial mais importante do mundo, transmitida nas Am?ricas por Lutzomyia longipalpis, o controle do vetor ? indispens?vel ? preven??o da doen?a. Mas como n?o ? poss?vel identificar onde ocorre a oviposi??o, o combate ? direcionado aos insetos adultos, utilizando armadilhas impregnadas com atrativos qu?micos. Considerando que as Prote?nas Ligadoras de Odor (OBPs) atuam no primeiro n?vel de sele??o dos odores, este trabalho utilizou uma metodologia in silico para identificar potenciais moduladores qu?micos olfativos do vetor baseando-se na estrutura das OBPs e de ligantes conhecidos. Para isso, foram preditas as estruturas tridimensionais (3D) de OBPs de L. longipalpis por tr?s m?todos de modelagem comparativa. O melhor modelo, predito pelo I-Tasser, foi refinado por Din?mica Molecular no Gromacs. Ent?o, numa abordagem hier?rquica da triagem virtual, os compostos naturais do ZINC12 mais pr?ximos dos t?picos ligantes de OBPs no espa?o qu?mico global, fornecido pelo ChemGPS-NP, foram avaliados e escalonados quanto ? afinidade com o s?tio ortost?rico da OBP, pelo acoplamento molecular no DOCK6. Os compostos foram pontuados pelo Gridscore, em seguida, os cem melhores classificados foram submetidos ? pontua??o pelo Amberscore, que levou em conta a flexibilidade tanto da OBP como dos ligantes acoplados. As conforma??es de menor energia interagiram com um bols?o hidrof?bico atrav?s dos res?duos Met6, Ala9, Gly10, Glu11, Arg14, Met53, Leu74, Phe118, Phe119, Pro120; grupamentos amino formaram pontes salinas com a carboxila do Glu11. Al?m disso, os res?duos Phe119, Asn29 e Gln69 formaram liga??es hidrog?nio, sendo que, este ?ltimo res?duo formou liga??es-H aceptoras e doadoras.

Made available in DSpace on 2014-12-17T14:03:30Z (GMT). No. of bitstreams: 1 RodrigoOA.pdf: 1265658 bytes, checksum: 99f4f1b083a5b39748d0fb4e05fcf79f (MD5) Previous issue date: 2009-02-06 / Chitin is an important structural component of the cellular wall of fungi and exoskeleton of many invertebrate plagues, such as insects and nematodes. In digestory systems of insects it forms a named matrix of peritrophic membrane. One of the most studied interaction models protein-carbohydrate is the model that involves chitin-binding proteins. Among the involved characterized domains already in this interaction if they detach the hevein domain (HD), from of Hevea brasiliensis (Rubber tree), the R&R consensus domain (R&R), found in cuticular proteins of insects, and the motif called in this study as conglicinin motif (CD), found in the cristallography structure of the β-conglicinin bounded with GlcNac. These three chitin-binding domains had been used to determine which of them could be involved in silico in the interaction of Canavalia ensiformis and Vigna unguiculata vicilins with chitin, as well as associate these results with the WD50 of these vicilins for Callosobruchus maculatus larvae. The technique of comparative modeling was used for construction of the model 3D of the vicilin of V. unguiculata, that was not found in the data bases. Using the ClustalW program it was gotten localization of these domains in the vicilins primary structure. The domains R&R and CD had been found with bigger homology in the vicilins primary sequences and had been target of interaction studies. Through program GRAMM models of interaction ( dockings ) of the vicilins with GlcNac had been gotten. The results had shown that, through analysis in silico, HD is not part of the vicilins structures, proving the result gotten with the alignment of the primary sequences; the R&R domain, although not to have structural similarity in the vicilins, probably it has a participation in the activity of interaction of these with GlcNac; whereas the CD domain participates directly in the interaction of the vicilins with GlcNac. These results in silico show that the amino acid number, the types and the amount of binding made for the CD motif with GlcNac seem to be directly associates to the deleterious power that these vicilins show for C. maculatus larvae. This can give an initial step in the briefing of as the vicilins interact with alive chitin in and exert its toxic power for insects that possess peritrophic membrane / A quitina (homopol?mero linear contendo res?duos de β-1,4-N-acetil-D-glicosamina (GlcNac) ? um importante componente estrutural da parede celular de fungos e exoesqueletos de muitos invertebrados pragas, tais como insetos e nemat?ides. Em sistemas digest?rios de insetos forma uma matriz denominada de membrana peritr?fica. Um dos mais estudados modelos de intera??o prote?na-carboidrato ? o modelo que envolve as prote?nas ligantes ? quitina. Dentre os motivos j? caracterizados envolvidos nesta intera??o se destacam o motivo heve?na (HD), obtida de Hevea brasiliensis (Seringueira), o motivo R&R consenso (R&R), encontrado em prote?nas cuticulares de insetos, e o motivo denominado neste estudo como motivo conglicinina (CD), encontrado na estrutura cristalogr?fica da β-conglicinina complexada com GlcNac. Estes tr?s motivos de liga??o ? quitina foram usados para determinar qual(is) deles poderia(m) estar envolvido(s) in silico na intera??o das vicilinas de Canavalia ensiformis e Vigna unguiculata com quitina, como tamb?m associar estes resultados com o WD50 destas vicilinas para larvas de Callosobruchus maculatus. A t?cnica de modelagem comparativa foi utilizada para constru??o do modelo 3D da vicilina de V. unguiculata, que n?o foi encontrada nos bancos de dados. Atrav?s do programa ClustalW obteve-se a localiza??o destes dom?nios na estrutura prim?ria das vicilinas. Os dom?nios R&R e CD foram encontrados com maior homologia nas seq??ncias prim?rias das vicilinas e foram alvos de estudos de intera??o. Atrav?s do programa GRAMM foram obtidos modelos de intera??o ( dockings ) das vicilinas com GlcNac. Os resultados mostraram que, atrav?s de an?lises in silico, o motivo HD n?o faz parte da estrutura das vicilinas, comprovando o resultado obtido com o alinhamento das seq??ncias prim?rias; o motivo R&R, apesar de n?o ter semelhan?a estrutural nas vicilinas, provavelmente tem uma participa??o na atividade de intera??o destas com GlcNac; enquanto que o motivo CD participa diretamente na intera??o das vicilinas com GlcNac. Estes resultados in silico mostram que o n?mero de amino?cidos, os tipos e a quantidade de liga??es feitas pelo motivo CD com GlcNac parecem estar diretamente associados ao poder delet?rio que essas vicilinas possuem para larvas de C. maculatus. Isso pode constutuir um passo inicial na elucida??o de como as vicilinas interagem com quitina in vivo e exercem seu poder t?xico para insetos que possuem membrana peritr?fica

Convergent evolution is a central theme in biology. Birds are an ideal system to examine the mechanisms underlying convergent evolution. Although bird patterning is diverse, within-feather patterns have repeatedly converged on the same four types: mottled patterns, scales, bars and spots. Other avian patterns occur, e.g. stripes, but are rare. In my thesis I examine the four main mechanisms underlying convergent evolution in plumage patterns: evolutionary genetics, evolutionary development, natural selection for signaling and camouflage. Japanese quail (Coturnix japonica) is a model system in developmental biology. Examining the developmental basis of pattern formation using molecular techniques, the dorsal patterning of embryonic quail is likely due to activation of the melanocortin-1 receptor, which is a highly conserved pathway in vertebrates. I examined whether a reaction-diffusion based theoretical model of pattern formation may predict developmental constraint in two groups that have different lifestyles and spectacular patterns: waterfowl (Anseriformes) and gamebirds (Galliformes). Tracing the evolutionary trajectory of pattern evolution with Bayesian comparative modeling there was evidence for developmental constraint in pattern evolution. Adaptive explanations may also result in convergence. Cuckoo-hawk mimicry has been demonstrated in the common cuckoo (Cuculus canorus) and the Eurasian sparrowhawk (Accipiter nisus), but may be prevalent in Old World cuckoos. Randomly selecting a parasitic cuckoo from each genera of Old World cuckoos and <8 sympatric raptors, I quantified their barred patterns using digital image analysis and found that parasitism can explain convergent evolution in the patterns of parasitic cuckoos and raptors. Patterns may have evolved due to ecological selection. Examining the patterns of 80% of all avian species worldwide, I found that habitat does not predict patterning, and that all four patterns are found in all habitats. These results demonstrate that the mechanisms of convergent evolution are diverse, and that development and natural selection have contributed to pattern evolution.

This work describes the three dimensional structure of protein molecules and biological databases used to store information about this structure or its hierarchical classification. Current methods of computational structure prediction are overviewed with an emphasis on comparative modeling. This particular method is also implemented in a proof-of-concept program and finally, the implementation is analysed.

Cystic fibrosis (CF) is a rare genetic disease caused by mutations in the cystic fibrosis transmembrane conductance regulator (CFTR), an epithelial anion channel expressed in several vital organs. Absence of functional CFTR results in imbalanced osmotic equilibrium and subsequent mucus build up in the lungs-which increases the risk of infection and eventually causes death. CFTR is an ATP-binding cassette (ABC) transporter family protein composed of two transmembrane domains (TMDs), two nucleotide binding domains (NBDs), and an unstructured regulatory domain. The most prevalent patient mutation is the deletion of F508 (F508del), making F508del CFTR the primary target for current FDA approved CF therapies. However, no experimental multi-domain F508del CFTR structure has been determined and few studies have modeled F508del using multi-domain WT CFTR structures. Here, we used cryo-EM density data and Rosetta comparative modeling (RosettaCM) to compare a F508del model with published experimental data on CFTR NBD1 thermodynamics. We then apply this modeling method to generate multi-domain WT and F508del CFTR structural models. These models demonstrate the destabilizing effects of F508del on NBD1 and the NBD1/TMD interface in both the inactive and active conformation of CFTR. Furthermore, we modeled F508del/R1070W and F508del bound to the CFTR corrector VX-809. Our models reveal the stabilizing effects of VX-809 on multi-domain models of F508del CFTR and pave the way for rational design of additional drugs that target F508del CFTR for treatment of CF.

Rheumatoid arthritis (RA) is an autoimmune inflammatory disease that leads to degradation of cartilage and bone mainly in peripheral joints. In collagen-induced arthritis (CIA), a mouse model for RA, activation of autoimmune CD4+ T cells depends on a molecular recognition system where T-cell receptors (TCRs) recognize a complex between the class II MHC Aq protein and CII259-273, a glycopeptide epitope from type II collagen (CII). Interestingly, vaccination with the Aq/CII259-273 complex can relieve symptoms and cause disease regression in mice. This thesis describes the use of modified glycopeptides to explore interactions important for binding to the Aq protein and recognition by autoimmune T-cell hybridomas obtained from mice with CIA. The CII259-273 glycopeptide was modified by replacement of backbone amides with different amide bond isosteres, as well as substitution of two residues that anchor the glycopeptide in prominent pockets in the Aq binding site. A three-dimensional structure of the Aq/glycopeptide complex was modeled to provide a structural basis for interpretation of the modified glycopeptide’s immunological activities. Overall, it was found that the amide bond isosteres affected Aq binding more than could be explained by the static model of the Aq/glycopeptide complex. Molecular dynamics (MD) simulations, however, revealed that the introduced amide bond isosteres substantially altered the hydrogen-bonding network formed between the N-terminal 259-265 backbone sequence of CII259-273 and Aq. These results indicated that the N-terminal hydrogen-bonding interactions follow a cooperative model, where the strength and presence of individual hydrogen bonds depended on the neighboring interactions. The two important anchor residues Ile260 and Phe263 were investigated using a designed library of CII259-273 based glycopeptides with substitutions by different (non-)natural amino acids at positions 260 and 263. Evaluation of binding to the Aq protein showed that there was scope for improvement in position 263 while Ile was preferred in position 260. The obtained SAR understanding provided a valuable basis for future development of modified glycopeptides with improved Aq binding. Furthermore, the modified glycopeptides elicited varying T-cell responses that generally could be correlated to their ability to bind to Aq. However, in several cases, there was a lack of correlation between Aq binding and T-cell recognition, which indicated that the interactions with the TCRs were determined by other factors, such as presentation of altered epitopes and changes in the kinetics of the TCR’s interaction with the Aq/glycopeptide complex. Several of the modified glycopeptides were also found to bind well to the human RA-associated DR4 protein and elicit strong responses with T-cell hybridomas obtained from transgenic mice expressing DR4 and the human CD4 co-receptor. This encourages future investigations of modified glycopeptides that can be used to further probe the MHC/glycopeptide/TCR recognition system and that also constitute potential therapeutic vaccines for treatment of RA. As a step towards this goal, three modified glycopeptides presented in this thesis have been identified as candidates for vaccination studies using the CIA mouse model.

Submitted by Renata Lopes (renatasil82@gmail.com) on 2016-04-13T12:21:40Z No. of bitstreams: 1 viniciusschmitzpereiranunes.pdf: 31716642 bytes, checksum: 9cfc92a2078f124a8a9e3fa1c6509c7e (MD5) / Approved for entry into archive by Adriana Oliveira (adriana.oliveira@ufjf.edu.br) on 2016-04-24T03:28:04Z (GMT) No. of bitstreams: 1 viniciusschmitzpereiranunes.pdf: 31716642 bytes, checksum: 9cfc92a2078f124a8a9e3fa1c6509c7e (MD5) / Made available in DSpace on 2016-04-24T03:28:04Z (GMT). No. of bitstreams: 1 viniciusschmitzpereiranunes.pdf: 31716642 bytes, checksum: 9cfc92a2078f124a8a9e3fa1c6509c7e (MD5) Previous issue date: 2015-12-07 / CAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível Superior / A Esquistossomose é uma doença negligenciada causada por parasitas do gênero Schistosoma. Segundo a Oganização Mundial da Saúde, mais de 200 milhões de pessoas no mundo estão infectadas, sendo de 4 a 6 milhões de pessoas somente no Brasil. A principal forma de tratamento da doença é o uso do medicamento praziquantel, porém, há relatos na literatura de resistência do parasita ao medicamento. Tal situação levantou a necessidade pela busca de novos alvos moleculares e novos medicamentos para o tratamento da doença. Um grupo de proteínas apresentadas como potenciais alvos moleculares de esquistomicidas é o das NTPDases. Estas enzimas hidrolisam nucleotídeos di e trifosfatados (e.g. ADP e ATP) em presença de cátions bivalentes, e estão descritas em diferentes organismos. No parasita Schistosoma mansoni foi descrita uma isoforma de NTPDase ancorada na membrana plasmática das células do tegumento do verme adulto e conhecida como SmATPDase1 ou Sm1. Segundo a literatura, esta isoforma é a segunda proteína mais expressa no tegumento dos vermes adultos. Devido à localização e a importância dos nucleotídeos di e trifosfatos na ativação hemostática e de células do sistema imunológico, foi sugerido que a Sm1 estaria envolvida na regulação das concentrações de nucleotídeos em torno do parasita, o que contribuiria com sua evasão. Baseado nos pressupostos acima, tem sido proposto o uso da Sm1 como possível alvo molecular de novos esquistomicidas. Nos mamíferos foram descritas oito isoformas de NTPDases. A isoforma 1 de humanos (HsNTPDase1), mais conhecida como CD39, está presente nas células do endotélio dos vasos sanguíneos, sendo responsável pela regulação das concentrações extracelulares de ATP e ADP. No presente trabalho, apresentamos os modelos 3D da Sm1 e CD39, construídos por meio da técnica de modelagem por homologia. Devido a semelhança da estrutura 3D de ambos os modelos, foi necessário realizar uma análise estrutural comparativa entre as duas enzimas, por meio de simulações de dinâmica molecular e estudos de docking receptor-ligante. Predição de cavidades foram feitas no modelo da Sm1 a fim de detectar cavidades diferentes do sítio-ativo que pudessem ser usadas em estudos de docking. Dessa etapa resultou a seleção de duas cavidades, o sítio-ativo e um sítio alternativo. Em seguida foram realizadas simulações de dinâmica molecular envolvendo os modelos da Sm1 e CD39, e os moldes PDB3ZX3 e PDB3CJA. Para cada modelo foram feitas duas simulações, uma com a presença do ANP (análogo do ATP) no sítio-ativo e uma na ausência do ANP. Em todas as quatro simulações os modelos estão acoplados a uma membrana do tipo POPC, e o tempo de simulação foi de 32ns. Para os moldes o tempo de simulação foi 40ns. As simulações mostraram que a região do sítio alternativo apresentou, no modelo da Sm1 sem o ligante, mudanças na conformação que não foram observadas na Sm1 com ligante e nas duas simulações envolvendo o modelo da CD39. Isso sugere que o ligante contribui na estabilização da estrutura da Sm1 e CD39. Também foram feitas análises de drogabilidade e de agrupamento das conformações geradas ao longo das simulações envolvendo os modelos. Para as análises de agrupamento foi proposto o uso da metodologia GLCM, juntamente com o algoritmo K-means. Essas análises tinham como objetivo selecionar conformações das trajetórias que pudessem ser usadas nos estudos de docking. Para os estudos de docking foram analisadas a afinidade de três ligantes (ANP, ARL67153 e praziquantel) no sítio ativo e no sítio alternativo, de ambas as enzimas. Para o sítio ativo, os melhores resultados foram obtidos com os ligantes ANP e ARL67153, em todas as simulações. Foi observado que o ARL67153 apresentou resultados similares com os do ANP. No sítio alternativo os melhores resultados foram obtidos com as conformações da simulação da Sm1 sem o ANP no sítio ativo, sendo que na CD39 nenhum dos ligantes foram atracados dentro do sítio. Com relação ao praziquantel, os melhores resultados foram observados no sítio ativo da Sm1 e CD39. É possível concluir que o sítio alternativo da Sm1 é uma região que pode ser usada para o atracamento de possíveis inibidores dessa enzima. / Schistosomiasis is a neglected disease caused by parasites of the genus Schistosoma. According to the World Health Organization, over 200 million people worldwide were infected, and 4 to 6 million people only in Brazil. The main treatment is the use of the drug praziquantel, but there are reports in the literature suggesting the parasite’s resistance to praziquantel. This situation raised the need for search new molecular targets and new drugs for treating this disease. A group of proteins as potential targets is NTPDase. These enzymes hydrolyse nucleotides (e.g., ADP and ATP) in the presence of bivalent cations, and they are described in different organisms. In the parasite Schistosoma mansoni, an isoform of NTPDase„ named SmATPDase1 or Sm1, was described as a protein anchored in the plasma membrane of cells in the seed coat of the adult worm. According to the literature, this isoform is the most expressed enzyme in the tegument of adult worms. Due to the location and importance of nucleotide triphosphates in the hemostatic and activation of immune cells, Sm1 has been suggested to be involved in the regulation of nucleotide concentrations around the parasite, which could be a mechanism of immune evasion in schistosomiasis. Based on the above assumptions, it has been proposed the use of Sm1 as a possible target for new schistosomicide drugs. In mammals have been described eight isoforms. Isoform 1 of human NTPDase (HsNTPDase1), also known as CD39, is present in the endothelial cells of blood vessels, and it is responsible for the regulation of extracellular concentrations of ATP and ADP. In this paper, we present 3D models of Sm1 and CD39, constructed by homology modeling technique. Due to the similarity of 3D structures of both models, it was necessary to perform a comparative structural analysis of both enzymes by molecular dynamics simulations and and receptorligand docking. Cavities prediction were made in Sm1’s model and two cavities were selected, the active site and an alternative binding site proposed in this work. After, it was performed molecular dynamics simulations involving models of Sm1 and CD39, and PDB3ZX3 and PDB3CJA templates. Two simulations were performed for each model, one in the presence of ANP (ATP analog) in the active-site and other in the absence. In models’ simulations, structures were coupled to a POPC membrane, and the simulation time was 32ns. Simulation time for templates was 40ns. Simulations showed that the alternative site in Sm1 without ANP presented conformational changes which were not observed in simulations of CD39 and Sm1 with ANP. This suggests that the presence of ligand in the active site contributes in stabilizing the structure of Sm1 and CD39. Druggability and clustering analysis were performed with conformations generated through simulations. In this work, we proposed the use of GLCM methodology with Kmeans algorithm for clustering analysis, aiming to select conformations from trajectories that could be used in receptor-ligand docking. We analyzed the affinity of three ligands (ANP, ARL67153 and praziquantel) in the active site and in the alternative site of Sm1 and CD39 enzymes. The best results for active site were obtained with ANP and ARL67153 ligands, in all simulations. For alternative site, the best results were obtained with conformations from the simulation of Sm1 without ANP in the active site. For CD39’s simulations, none of the ligands were docked within the cavity of alternative site. With regard to praziquantel, the best results were observed in the active site of Sm1 and CD39. It is possible to conclude that the alternative site of Sm1 is a region which can be used for docking of possible inhibitors of this enzyme.