La present tesi, tot i que emmarcada dins de la teoria de les Mesures Semblança Molecular Quántica (MQSM), es deriva en tres àmbits clarament definits:- La creació de Contorns Moleculars de IsoDensitat Electrònica (MIDCOs, de l'anglès Molecular IsoDensity COntours) a partir de densitats electròniques ajustades.- El desenvolupament d'un mètode de sobreposició molecular, alternatiu a la regla de la màxima semblança.- Relacions Quantitatives Estructura-Activitat (QSAR, de l'anglès Quantitative Structure-Activity Relationships).L'objectiu en el camp dels MIDCOs és l'aplicació de funcions densitat ajustades, ideades inicialment per a abaratir els càlculs de MQSM, per a l'obtenció de MIDCOs. Així, es realitza un estudi gràfic comparatiu entre diferents funcions densitat ajustades a diferents bases amb densitats obtingudes de càlculs duts a terme a nivells ab initio. D'aquesta manera, l'analogia visual entre les funcions ajustades i les ab initio obtinguda en el ventall de representacions de densitat obtingudes, i juntament amb els valors de les mesures de semblança obtinguts prèviament, totalment comparables, fonamenta l'ús d'aquestes funcions ajustades. Més enllà del propòsit inicial, es van realitzar dos estudis complementaris a la simple representació de densitats, i són l'anàlisi de curvatura i l'extensió a macromolècules. La primera observació correspon a comprovar no només la semblança dels MIDCOs, sinó la coherència del seu comportament a nivell de curvatura, podent-se així observar punts d'inflexió en la representació de densitats i veure gràficament aquelles zones on la densitat és còncava o convexa. Aquest primer estudi revela que tant les densitats ajustades com les calculades a nivell ab initio es comporten de manera totalment anàloga. En la segona part d'aquest treball es va poder estendre el mètode a molècules més grans, de fins uns 2500 àtoms.Finalment, s'aplica part de la filosofia del MEDLA. Sabent que la densitat electrònica decau ràpidament al allunyar-se dels nuclis, el càlcul d'aquesta pot ser obviat a distàncies grans d'aquests. D'aquesta manera es va proposar particionar l'espai, i calcular tan sols les funcions ajustades de cada àtom tan sols en una regió petita, envoltant l'àtom en qüestió. Duent a terme aquest procés, es disminueix el temps de càlcul i el procés esdevé lineal amb nombre d'àtoms presents en la molècula tractada.En el tema dedicat a la sobreposició molecular es tracta la creació d'un algorisme, així com la seva implementació en forma de programa, batejat Topo-Geometrical Superposition Algorithm (TGSA), d'un mètode que proporcionés aquells alineaments que coincideixen amb la intuïció química. El resultat és un programa informàtic, codificat en Fortran 90, el qual alinea les molècules per parelles considerant tan sols nombres i distàncies atòmiques. La total absència de paràmetres teòrics permet desenvolupar un mètode de sobreposició molecular general, que proporcioni una sobreposició intuïtiva, i també de forma rellevant, de manera ràpida i amb poca intervenció de l'usuari. L'ús màxim del TGSA s'ha dedicat a calcular semblances per al seu ús posterior en QSAR, les quals majoritàriament no corresponen al valor que s'obtindria d'emprar la regla de la màxima semblança, sobretot si hi ha àtoms pesats en joc.Finalment, en l'últim tema, dedicat a la Semblança Quàntica en el marc del QSAR, es tracten tres aspectes diferents:- Ús de matrius de semblança. Aquí intervé l'anomenada matriu de semblança, calculada a partir de les semblances per parelles d'entre un conjunt de molècules. Aquesta matriu és emprada posteriorment, degudament tractada, com a font de descriptors moleculars per a estudis QSAR. Dins d'aquest àmbit s'han fet diversos estudis de correlació d'interès farmacològic, toxicològic, així com de diverses propietats físiques.- Aplicació de l'energia d'interacció electró-electró, assimilat com a una forma d'autosemblança. Aquesta modesta contribució consisteix breument en prendre el valor d'aquesta magnitud, i per analogia amb la notació de l'autosemblança molecular quàntica, assimilar-la com a cas particular de d'aquesta mesura. Aquesta energia d'interacció s'obté fàcilment a partir de programari mecanoquàntic, i esdevé ideal per a fer un primer estudi preliminar de correlació, on s'utilitza aquesta magnitud com a únic descriptor. - Càlcul d'autosemblances, on la densitat ha estat modificada per a augmentar el paper d'un substituent. Treballs previs amb densitats de fragments, tot i donar molt bons resultats, manquen de cert rigor conceptual en aïllar un fragment, suposadament responsable de l'activitat molecular, de la totalitat de l'estructura molecular, tot i que les densitats associades a aquest fragment ja difereixen degut a pertànyer a esquelets amb diferents substitucions. Un procediment per a omplir aquest buit que deixa la simple separació del fragment, considerant així la totalitat de la molècula (calcular-ne l'autosemblança), però evitant al mateix temps valors d'autosemblança no desitjats provocats per àtoms pesats, és l'ús de densitats de Forats de fermi, els quals es troben definits al voltant del fragment d'interès. Aquest procediment modifica la densitat de manera que es troba majoritàriament concentrada a la regió d'interès, però alhora permet obtenir una funció densitat, la qual es comporta matemàticament igual que la densitat electrònica regular, podent-se així incorporar dins del marc de la semblança molecular. Les autosemblances calculades amb aquesta metodologia han portat a bones correlacions amb àcids aromàtics substituïts, podent així donar una explicació al seu comportament.Des d'un altre punt de vista, també s'han fet contribucions conceptuals. S'ha implementat una nova mesura de semblança, la d'energia cinètica, la qual consisteix en prendre la recentment desenvolupada funció densitat d'energia cinètica, la qual al comportar-se matemàticament igual a les densitats electròniques regulars, s'ha incorporat en el marc de la semblança. A partir d'aquesta mesura s'han obtingut models QSAR satisfactoris per diferents conjunts moleculars. Dins de l'aspecte del tractament de les matrius de semblança s'ha implementat l'anomenada transformació estocàstica com a alternativa a l'ús de l'índex Carbó. Aquesta transformació de la matriu de semblança permet obtenir una nova matriu no simètrica, la qual pot ser posteriorment tractada per a construir models QSAR. / The present work, even embraced by the Molecular Quantum Similarity Measures (MQSM) theory, is divided into three clearly defined frameworks:- Creation of Molecular IsoDensity Contours (MIDCOs) from fitted electronic densities.- Development of an alternative superposition method to replace the maximal similarity rule.- Quantitative Structure-Activity Relationships (QSAR).The objective in field of MIDCOs is the application of fitted density functions, initially developed to reduce the computational costs of calculating MQSM, in order to obtain MIDCOs. So, a graphical comparison is carried out using different fittings to different basis sets, derived from calculations carried out at ab initio level. In this way, the visual analogy between the density representations, along with the values of previously calculated similarity measures, which in turn are fully comparable, reinforces the usage of such fitted densities.Apart from the initial idea, two further studies were done to complement the simple density representations, these are the curvature analysis and the extension to macromolecules. The first step corresponds not only to verify the visual similarity between MIDCOs, but to ensure their coherence in their behaviour at curvature level, allowing to observe inflexion points in the representations and those regions where the density itself presents a convex or concave shape. This first study reveals that both fitted and ab initio densities behave in the same way. In the second study, the method was extended to larger molecules, up to 2500 atoms.Finally, some of the MEDLA philosophy is applied. Knowing that electronic density rapidly decays as it is measured further from nuclei, its calculation at large distances from the nearest nucleus can be avoided. In this way, a partition of the space was proposed, and the fitted density basis set is only calculated for each atom only in its vicinity. Using this procedure, the calculation time is reduced and the whole process becomes linear with the number of atoms of the studied molecule.In the chapter devoted to molecular superposition, the creation of an algorithm, along with its practical implementation, called Topo-Geometrical Superposition Algorithm (TGSA), able to direct those alignments that coincide with chemical intuition. The result is an informatics program, codified in Fortran 90, which aligns the molecules by pairs, considering only atomic numbers and coordinates. The complete absence of theoretical parameters allows developing a general superposition method, which provides an intuitive superposition, and it is also relevant, in a fast way without much user-supplied information. Major usage of TGSA has been devoted to provide an alignment to later compute similarity measures, which in turn do not customarily coincide with those values obtained from the maximal similarity rule, most if heavy atoms are present.Finally, in the last studied subject, devoted to the Quantum Similarity in the QSAR field, three different scopes are treated:1) Usage of similarity matrices. Here, the so-called similarity matrix, calculated from pairwise similarities in a molecular set, is latterly, and properly manipulated, used a source of molecular descriptors for QSAR studies. With in this framework, several correlation studies have been carried out, involving relevant pharmacological properties, as well as toxicity and physical properties.2) Application of the electron-electron repulsion energy. This simple contribution consists briefly of taking the value of this magnitude, and by analogy with the self-similarity notation, it is assimilated as a particular case of this measure. This interaction energy is easily obtainable from mecanoquantic software and becomes ideal in order to make a preliminary correlation study, where this magnitude is used as a single descriptor.3) Calculation of self-similarities, where the density has been modified to account a particular substituent. Previous studies using density fragments, even they provide valuable results, lack of conceptual rigour when isolating a fragment, supposed to be responsible for a particular molecular response, even those densities associated to a particular fragment are already different due to they belong to a common skeleton with different substitutions. A procedure able to fill the gap between usage of density fragments , which avoid the heavy atom effect, and the whole molecular density, which allows to compute a self-similarity, is proposed. It consists of using Fermi Hole density functions, where the holes are defined and averaged around a particular fragment. This procedure medifies the density in a way that is basically collapsed in this molecular bay, but allowing at the same time obtaining a a density function that behaves mathematically in the same way as a regular electronic density; hence it is included in the similarity framework. Those self-similarities computed using this procedure provide good correlations with substituted aromatic acids, allowing to provide an explanation for their acidic behaviour.From another point of view, conceptual contributions have been developed. A new similarity measure, Kinetic Energy-based, has been implemented, which consists of taking the recently developed Kinetic Energy density function, which has been incorporated into the similarity framework due to it mathematically behaves like a regular density function. Satisfactory QSAR models, derived from this new measure, have been obtained for several molecular systems. Within the similarity matrices field, it has been implemented a new scaling, called stochastic transformation, as an alternative to Carbó Index. This transformation of the matrix allows obtaining a new non-symmetric matrix, which can be later used as a source of descriptors to build QSAR model.

Thesis (Ph. D.)--Uniformed Services University of the Health Sciences, 2005. / Typescript (photocopy).

Parmi la vingtaine de pathologies neurodégénératives recensées à ce jour, il a été retrouvé des caractéristiques communes telles que des lésions neuronales. Dans le cas de la Maladie d’Alzheimer, une dégénérescence neurofibrillaire a notamment été mise en évidence, ce qui se traduit par l’agrégation de protéines Tau anormalement modifiées. Bien que les mécanismes moléculaires impliqués demeurent encore mal compris, nous nous sommes intéressés, au cours de cette thèse, à la synthèse puis à l’évaluation biologique de nouveaux inhibiteurs de l’agrégation de la protéine TAU impliquée dans la Maladie d’Alzheimer. Les deux premières parties de ce travail sont basées sur la conception de dérivés imidazo[2,1-b]thiazoliques, sur lesquels sont greffés un ou plusieurs groupements (hétéro)aryles. La troisième partie est, quant à elle, consacrée à la formation d’entités thiazolo[3,2-b]triazoliques di- ou trisubstituées. Le choix de ces bicycles fusionnés à cinq chainons [5,5] découle de leurs propriétés biologiques dans des domaines très variés. L’obtention de ces composés a notamment été l’occasion de mettre en oeuvre de nouvelles méthodologies de synthèses. Ainsi, sur le motif imidazo[2,1-b]thiazolique, ont été développées des réactions de couplages de Suzuki-Miyaura, des réactions multicomposants, ainsi qu’une séquence réactionnelle de condensation d’électrophiles. Sur le bicycle thiazolo[3,2-b]triazole, un travail de CH activation a également été mise au point. Une collection de deux cents moléculesoriginales a ainsi pu être constituée, et plus de la moitié des nouveaux produits ont été évalués in vitro. Unetechnique de fluorescence permettant de déterminer l’inhibition de l’agrégation des protéines TAU a été miseau point, utilisant notamment la protéine K18 comme modèle tronqué de protéine TAU. / TAU pathology is a brain lesion common to more than twenty neurodegeneratives diseases. It consists of the abnormal aggregation of the microtubule-associated protein TAU into neurofibrillary tangles. While mechanisms underlying TAU aggregation are not fully understood yet, we have been investigated the synthesis and the biological evaluations of novel class of TAU aggregation inhibitors involved in Alzheimer’s disease. The first two parts of this work reports the synthesis of various imidazo[2,1-b]thiazoles molecules, on which are substituted (het)aryles groups. The third and last part is devoted to the formation of some di-/trisubstituted novel N-fused ring system such as thiazolo[3,2-b]triazoles. In order to provide a functional diversity and generate a therapeutic effect, the peaks C-2, C-3, C-5 and C-6 were functionalized on the imidazo[2,1-b]thiazole ring. It was also the opportunity to develop news synthetic methodologies such as a new Suzuki-Miyaura reaction, a multicomponent reaction, and an electrophilic condensation. On the thiazolotriazole core, an effective procedure of CH activation was performed. More than two hundred original molecules were synthesized, and more than half were evaluated in vitro. A fluorescence technique allowed us to determine the inhibition of TAU aggregation, using the particular K18 protein as a truncated model of normal TAU protein.

Depuis l’émergence du concept de cellules souches cancéreuses (CSC), de telles cellules ont été isolées à partir de diverses tumeurs solides, dont les glioblastomes. Les CSC et les propriétés qui les caractérisent permettent de mieux comprendre l’hétérogénéité tumorale, ainsi que l’agressivité de certaines tumeurs et les récidives après traitement. Avec la mise en évidence des CSC, un nouveau paradigme est apparu dans le domaine de la thérapie anticancéreuse visant à cibler non seulement les cellules de la masse tumorale, mais également les CSC, plus résistantes aux chimio- et radiothérapies, mais aussi capables d’entrer en quiescence et de reformer la tumeur d’origine. L’isolement de CSC à partir des tumeurs, leur physiopathologie et la recherche de molécules capables de les détruire ou de les différencier afin de les rendre plus sensibles aux traitements mobilisent un nombre croissant d’équipes de recherche et certaines industries pharmaceutiques. Cette thèse présente un travail sur des CSC isolées de glioblastomes humains et s’inscrit dans la démarche énoncée ci-dessus. / Since the emergence of the concept of cancer stem cells (CSC), such cells were isolated from various solid tumors including glioblastomas. The CSC and the properties that characterize them allow a better understanding of tumor heterogeneity and aggressiveness of certain tumors and recurrences after treatment. With the highlighting of CSC, a new paradigm has emerged in the field of cancer therapy. New strategies aim at targeting not only the cells of the tumor mass, but also the CSC, more resistant to chemo- and radiotherapy, but also capable of enter into a quiescent state and to reform the original tumor. The isolation of CSC from solid tumors, their pathogenesis and the search for molecules capable of triggering their death or differentiate them to make them more sensitive to treatment, mobilize a growing number of research teams and some pharmaceutical industries.This thesis presents a work on CSC isolated from human glioblastomas and is framed inside the approach set out above.

Submitted by Pedro Silva Filho (pfsilva@ipen.br) on 2017-11-22T16:34:17Z No. of bitstreams: 0 / Made available in DSpace on 2017-11-22T16:34:17Z (GMT). No. of bitstreams: 0 / A cultura de segurança na área nuclear é definida como o conjunto de características e atitudes da organização e dos indivíduos que fazem que, com uma prioridade insuperável, as questões relacionadas à proteção e segurança nuclear recebam a atenção assegurada pelo seu significado. Até o momento, não existem instrumentos validados que permitam avaliar a cultura de segurança na área nuclear. Em vista disso, os resultados da definição de estratégias para o seu fortalecimento e o acompanhamento do desempenho das ações de melhorias tornam-se difíceis de serem avaliados. Este trabalho teve como objetivo principal desenvolver e validar um instrumento para a avaliação da cultura de segurança de organizações nucleares, utilizando o Instituto de Pesquisas Energéticas e Nucleares como unidade de pesquisa e coleta de dados. Os indicadores e variáveis latentes do instrumento foram definidos utilizando como referência modelos de avaliação de cultura de segurança da área da saúde e área nuclear. O instrumento de coleta de dados proposto inicialmente foi submetido à avaliação por especialistas da área nuclear e, posteriormente, ao pré-teste com indivíduos que pertenciam à população pesquisada. A validação do modelo foi feita por meio da modelagem por equações estruturais utilizando o método de mínimos quadrados parciais (Partial Least Square - Structural Equation Modeling PLS-SEM), no software SmartPLS. A versão final do instrumento foi composta por quarenta indicadores distribuídos em nove variáveis latentes. O modelo de mensuração apresentou validade convergente, validade discriminante e confiabilidade e, o modelo estrutural apresentou significância estatística, demonstrando que o instrumento cumpriu adequadamente todas as etapas de validação. / Tese (Doutorado em Tecnologia Nuclear) / IPEN/T / Instituto de Pesquisas Energéticas e Nucleares - IPEN-CNEN/SP

La protéine kinase DYRK1A fait partie du groupe des CMGC kinases et est impliquée dans divers processus neurodégénératifs tels que la maladie d’Alzheimer.Dans ce cadre, une étude topologique a été menée autour d’un hit imidazo[1,2-B]pyridazine identifié par un criblage biologique. Ce composé a servi à concevoir des inhibiteurs ATP-Compétitifs de DYRK1A par l’utilisation de méthodes métallo-Catalysées (Pd, Cu) pour introduire divers fragments fonctionnalisés.Sur les soixante dérivés imidazo[1,2-X]azine synthétisés, sept composés ont montré une affinité nanomolaire pour DYRK1A (IC50 = 41-130 nM). En parallèle de ce travail de pharmacochimie, le développement de nouvelles méthodologies de synthèse a visé à la polysubstitution régiosélective du cycle pyridazine.En dernier lieu, nous avons donné les éléments et concepts permettant la construction de chimiothèques virtuelles dérivées de pyridazines et destinées à être criblées in silico. / DYRK1A protein kinase belongs to the CMGC group and is involved in neurodegenerative disorders such as Alzheimer’s disease.In this context we examined an imidazo[1,2-B]pyridazine hit identified by biological screening, through detailed structure-Activity relationship studies. This compound was used to synthesize DYRK1A ATP-Competitive inhibitors by using metallo-Catalyzed methodologies (Pd, Cu) in order to introduce various functionalized moieties.Out of the 60 derivatives synthesized, 7 compounds showed nanomolar activities (IC50 = 41-130 nM).Beside this work of medicinal chemistry, new synthetic methodologies has been developed to regioselectively access polysubstituted pyridazine derivatives. Finally, we developed data and concepts to establish virtual pyridazine libraries for in silico screening.

Les douleurs neuropathiques désignent une hypersensibilité du système nerveux central sensoriel. C’est une maladie chronique et handicapante qui touche environ 6% de la population française. Cependant, à l’heure actuelle, il n’existe pas de traitement spécifique et efficace. Dans le cadre de cette thèse, nous avons utilisé deux stratégies différentes afin de développer des outils pharmacologiques originaux pour traiter ces douleurs : une approche phénotypique autour de deux inhibiteurs de la surproduction de TNFα (un dérivé de 2-aminopyrimidine et un dérivé de pyridin-2-yl guanidine) et une approche moléculaire autour du MY 5445 (un inhibiteur de PDE5 dérivé de phtalazine). En particulier, notre travail s’est basé sur la conception, la synthèse et l’étude des relations structure-activité autour de ces différents hits et nous avons obtenu des composés efficaces par voie i.p. ou per-os sur un modèle murin de douleurs neuropathiques.En parallèle de ce travail de pharmacologie, nous avons développé différents systèmes catalytiques (Pd, Cu) en milieu micellaire afin de former des liaisons C-N à température quasi-ambiante. / Neuropathic pains correspond to a central sensory nervous system hypersensitivity. It is a chronic and disabling disease, which touch around 6% of the French population. Nowadays, there is no specific and efficient treatment. In my PhD project, we used two different strategies in order to develop innovative pharmacological tools to treat those pains: a phenotypic approach around two TNFα overproduction inhibitor (a 2-aminopyrimidine derivative and a pyridin-2-yl guanidine derivative) and a molecular approach around MY 5445 (a phthalazine PDE5 inhibitor). Our work was based on the design, synthesis and structure-activity relationship study around various hits and we obtained compounds i.p. and orally effective on a murin neuropathic pain model.In parallel to this pharmacological work, we developed different catalytic systems (Pd, Cu) under micellar conditions to form C-N bonds at almost room temperature.

Les maladies tropicales négligées causées par les protozoaires kinétoplastidés du genre Leishmania et Trypanosoma représentent une menace pour près d’un demi-milliard de personnes en zone intertropicale, entrainant jusqu’à 50 000 décès par an. Parmi les molécules en développement clinique pour traiter ces pathologies, le fexinidazole est une prodrogue appartenant à la famille des 5-nitroimidazoles et qui exerce son action anti-infectieuse via une étape de bioactivation catalysée par des nitroréductases (NTR) parasitaires, enzymes dont le co-facteur est une flavine. Afin d’identifier de nouveaux nitrohétérocycles antiparasitaires substrats des NTR, une petite chimiothèque d’imidazo[1,2-a]pyridines synthétisées au laboratoire a subi un criblage in vitro ayant conduit à l’identification d’une molécule Hit, à la fois active sur Leishmania donovani et Trypanosoma brucei brucei. Ce composé a servi de point de départ à un travail de pharmacomodulation, dans un premier temps en position 8 du cycle imidazo[1,2-a]pyridine : l’introduction de groupements variés à l’aide de réactions de couplage pallado-catalysées de Suzuki-Miyaura, Sonogashira et Buchwald-Hartwig ou des réactions de SNAr, a permis de mettre en lumière plusieurs composés « tête de série » au profil biologique nettement amélioré. Dans un second temps, le travail de pharmacomodulation entrepris a été étendu aux positions 2, 3 et 6 du cycle imidazo[1,2-a]pyridine en vue de compléter les données de relations structure-activité, d’étudier en particulier l’impact du potentiel rédox et d’optimiser les paramètres physico-chimiques et pharmacocinétiques in vitro des meilleurs composés. / The kinetoplastids of the Leishmania and Trypanosoma genus are the causative agents of neglected tropical diseases that threaten nearly half a billion people in the intertropical zone, resulting in 50 000 deaths per year. Among the molecules in clinical development to treat these pathologies, fexinidazole is a prodrug belonging to the 5-nitroimidazoles family, which exerts its anti-infectious action via a bioactivation step catalyzed by parasitic nitroreductases (NTR), enzymes whose cofactor is a flavin. In order to identify novel nitroheterocycles as parasitic NTR substrates, a small chemical library of imidazo[1,2-a]pyridines synthesized by our laboratory was screened in vitro, leading to the identification of a Hit molecule active both on Leishmania donovani and Trypanosoma brucei brucei. This compound served as a starting point for a pharmacomodulation work, initially in position 8 of the imidazo[1,2-a]pyridine ring: the introduction of various chemical groups using the pallado-catalyzed coupling reactions of Suzuki-Miyaura, Sonogashira and Buchwald-Hartwig, or SNAr reactions, highlighted several "lead" compounds with a significantly improved biological profile. In a second step, the pharmacomodulation work was extended to positions 2, 3 and 6 of the imidazo[1,2-a]pyridine ring in order to complete the structure-activity relationship data, to study in particular the impact of the redox potential and to optimize the physicochemical and in vitro pharmacokinetic parameters of the best compounds in order to initiate the study of their in vivo activity on a trypanosomiasis mouse model.

Indiana University-Purdue University Indianapolis (IUPUI) / Proteins are nano-machines that work inside every living organism. Functional disruption of one or several proteins is the cause for many diseases. However, the functions for most proteins are yet to be annotated because inexpensive sequencing techniques dramatically speed up discovery of new protein sequences (265 million and counting) and experimental examinations of every protein in all its possible functional categories are simply impractical. Thus, it is necessary to develop computational function-prediction tools that complement and guide experimental studies. In this study, we developed a series of predictors for highly accurate prediction of proteins with DNA-binding, RNA-binding and carbohydrate-binding capability. These predictors are a template-based technique that combines sequence and structural information with predicted binding affinity. Both sequence and structure-based approaches were developed. Results indicate the importance of binding affinity prediction for improving sensitivity and precision of function prediction. Application of these methods to the human genome and structure genome targets demonstrated its usefulness in annotating proteins of unknown functions and discovering moon-lighting proteins with DNA,RNA, or carbohydrate binding function. In addition, we also investigated disruption of protein functions by naturally occurring genetic variations due to insertions and deletions (INDELS). We found that protein structures are the most critical features in recognising disease-causing non-frame shifting INDELs. The predictors for function predictions are available at http://sparks-lab.org/spot, and the predictor for classification of non-frame shifting INDELs is available at http://sparks-lab.org/ddig.

Indiana University-Purdue University Indianapolis (IUPUI) / Signal transducer and activator of transcription 3 (STAT3) is constitutively activated in malignant tumors, and its activation is associated with high histological grade and advanced cancer stage. STAT3 has been shown to play important roles in multiple aspects of cancer aggressiveness including proliferation, survival, self-renewal, migration, invasion, angiogenesis and immune response by regulating the expression of diverse downstream target genes. Thus, inhibiting STAT3 promises to be an attractive strategy for treatment of advanced tumors with metastatic potential. We firstly identified a STAT3 inhibitor, inS3-54, by targeting the DNA-binding site of STAT3 using an in-silico screening approach; however, inS3-54 was finally found not to be appropriate for further studies because of low specificity on STAT3 and poor absorption in mice. To develop an effective and specific STAT3 inhibitor, we identified 89 analogues for the structure-activity relationship analysis. By using hematopoietic progenitor cells isolated from wild-type and STAT3 conditional knockout mice, further studies showed that three analogues (A18, A26 and A69) only inhibited STAT3-dependent colony formation of hematopoietic progenitor cells, indicating a higher selectivity for STAT3 than their parental compound, inS3-54. These compounds were found to (1) inhibit STAT3-specific DNA binding activity; (2) bind to STAT3 protein; (3) suppress proliferation of cancer cells harboring aberrant STAT3 signaling; (4) inhibit migration and invasion of cancer cells and (5) inhibit STAT3-dependent expression of downstream targets by blocking the binding of STAT3 to the promoter regions of responsive genes in cells. In addition, A18 can reduce tumor growth in a mouse xenograft model of lung cancer with little effect on body weight. Taken together, we conclude that it is feasible to inhibit STAT3 by targeting its DNA-binding domain for discovery of anticancer therapeutics.