Identification of Potential Kinase Inhibitors within the PI3K/AKT Pathway of Leishmania Species

Leishmaniasis is a public health disease that requires the development of more effective treatments and the identification of novel molecular targets. Since blocking the PI3K/AKT pathway has been successfully studied as an effective anticancer strategy for decades, we examined whether the same approach would also be feasible in Leishmania due to their high amount and diverse set of annotated proteins. Here, we used a best reciprocal hits protocol to identify potential protein kinase homologues in an annotated human PI3K/AKT pathway. We calculated their ligandibility based on available bioactivity data of the reported homologues and modelled their 3D structures to estimate the druggability of their binding pockets. The models were used to run a virtual screening method with molecular docking. We found and studied five protein kinases in five different Leishmania species, which are AKT, CDK, AMPK, mTOR and GSK3 homologues from the studied pathways. The compounds found for different enzymes and species were analysed and suggested as starting point scaffolds for the design of inhibitors. We studied the kinases’ participation in protein–protein interaction networks, and the potential deleterious effects, if inhibited, were supported with the literature. In the case of Leishmania GSK3, an inhibitor of its human counterpart, prioritized by our method, was validated in vitro to test its anti-Leishmania activity and indirectly infer the presence of the enzyme in the parasite. The analysis contributes to improving the knowledge about the presence of similar signalling pathways in Leishmania, as well as the discovery of compounds acting against any of these kinases as potential molecular targets in the parasite.Fil: Ochoa, Rodrigo. Universidad de Antioquia; ColombiaFil: Ortega Pajares, Amaya. University of Melbourne; AustraliaFil: Castello, Florencia Andrea. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales; Argentina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Cálculo; ArgentinaFil: Serral, Federico. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales; Argentina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Cálculo; ArgentinaFil: Fernández Do Porto, Darío Augusto. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales; Argentina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Cálculo; Argentina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Química Biológica; ArgentinaFil: Villa Pulgarin, Janny A.. Coorporación Universitaria Remington; ColombiaFil: Varela M., Rubén E.. Universidad Santiago de Cali; ColombiaFil: Muskus, Carlos. Universidad de Antioquia; Colombi

Quality Control Mechanisms of Molecular Chaperones in the Folding and Degradation of Client Proteins

Molecular chaperones are essential proteins that assist in the folding of substrate ‘client’ proteins to adopt their functionally active three-dimensional structures. The process of protein folding in the cell occurs in a highly concentrated crowded cellular environment among various other macromolecules and amidst various cell stresses which result in issues of aberrant protein folding into toxic species and aggregates. Thus, to counteract these stressors, cells have evolved a complex network of chaperone proteins to maintain protein homeostasis, or proteostasis. Hsp70 is an essential molecular chaperone that acts on clients important for a wide variety of cellular functions. Hsp70 can facilitate refolding of clients to regain their function. However, it can also target client proteins to proteasomal degradation. Turnover of aberrantly folded or aggregation prone proteins such as tau implicates Hsp70 in various pathologies including neurodegenerative diseases. Another class of protein chaperones, termed ‘holdases’, act to delay protein aggregation. The small heat shock proteins (sHSP) systems possess such activity, binding to non-native conformations of clients. sHsps such as Hsp27 and αB crystallin exist as distributions of large oligomeric species that respond dynamically to pH and temperature stresses. Recent studies have demonstrated oligomeric rearrangements occur for sHsps to protect client proteins. A major outstanding question is how do these oligomeric assemblies’ complex structures sense cell stress or protein unfolding or aggregation. In addition to sensing cell stress, sHsps and holdase chaperones are also capable of bridging with the activities of other classes of chaperones, including the Hsp70 chaperone system. Hsp70 functions in concert with a network of co-chaperone proteins which diversify its protein folding capabilities. BAG3 is a nucleotide exchange factor (NEF) that facilitates the exchange of ADP and ATP in Hsp70. In addition, interactions with sHsp family chaperones have emerged, making it a promising target in elucidating the link between these two functionally distinct chaperone systems. The overall theme to my thesis work has been to characterize protein homeostasis achieved through pro-folding and pro-degradation pathways. A major focus of my thesis concerns the ability of Hsp70 to work in concert with the CHIP E3 ubiquitin ligase to target tau for polyubiquitination in a chaperone dependent manner, thus facilitating protein turnover. Another focus has been on a pro-folding function of chaperones, the so-called holdase function, where I have explored the structural rearrangements of the sHsp αB crystallin as well as another multifunctional chaperone, peroxiredoxin, and how these conformational changes and oligomeric rearrangements trigger with external stress and correlate with activation of chaperone activity. This thesis also explores the cooperation between sHsps and Hsp70 to xiii facilitate protein refolding, where I characterize rearrangements that occur in the Hsp27 oligomer distribution modulated by BAG3, and its implications on Hsp70 binding. One of the major techniques utilized in my thesis work is electron microscopy, obtaining structural information of protein complexes, from obtaining low resolution size distributions of sHsp oligomers to pushing resolution of Hsp70 in complex with CHIP beyond quaternary structural information to sub-nanometer resolution of the peroxiredoxin in its active chaperone form in complex with substrate. These studies serve as a foundation for future work on obtaining the structural basis of the decision process where chaperone proteins decide the fate of their client substrates.PHDBiological ChemistryUniversity of Michigan, Horace H. Rackham School of Graduate Studieshttps://deepblue.lib.umich.edu/bitstream/2027.42/144085/1/orvvdom_1.pd

Highlights from the eleventh ISCB Student Council Symposium 2015

This report summarizes the scientific content and activities of the annual symposium organized by the Student Council of the International Society for Computational Biology (ISCB), held in conjunction with the Intelligent Systems for Molecular Biology (ISMB) / European Conference on Computational Biology (ECCB) conference in Dublin, Ireland on July 10, 2015

PhosTryp: a phosphorylation site predictor specific for parasitic protozoa of the family trypanosomatidae

<p>Abstract</p> <p>Background</p> <p>Protein phosphorylation modulates protein function in organisms at all levels of complexity. Parasites of the <it>Leishmania </it>genus undergo various developmental transitions in their life cycle triggered by changes in the environment. The molecular mechanisms that these organisms use to process and integrate these external cues are largely unknown. However <it>Leishmania </it>lacks transcription factors, therefore most regulatory processes may occur at a post-translational level and phosphorylation has recently been demonstrated to be an important player in this process. Experimental identification of phosphorylation sites is a time-consuming task. Moreover some sites could be missed due to the highly dynamic nature of this process or to difficulties in phospho-peptide enrichment.</p> <p>Results</p> <p>Here we present PhosTryp, a phosphorylation site predictor specific for trypansomatids. This method uses an SVM-based approach and has been trained with recent <it>Leishmania </it>phosphosproteomics data. PhosTryp achieved a 17% improvement in prediction performance compared with Netphos, a non organism-specific predictor. The analysis of the peptides correctly predicted by our method but missed by Netphos demonstrates that PhosTryp captures <it>Leishmania</it>-specific phosphorylation features. More specifically our results show that <it>Leishmania </it>kinases have sequence specificities which are different from their counterparts in higher eukaryotes. Consequently we were able to propose two possible <it>Leishmania</it>-specific phosphorylation motifs.</p> <p>We further demonstrate that this improvement in performance extends to the related trypanosomatids <it>Trypanosoma brucei </it>and <it>Trypanosoma cruzi</it>. Finally, in order to maximize the usefulness of PhosTryp, we trained a predictor combining all the peptides from <it>L. infantum, T. brucei and T. cruzi</it>.</p> <p>Conclusions</p> <p>Our work demonstrates that training on organism-specific data results in an improvement that extends to related species. PhosTryp is freely available at <url>http://phostryp.bio.uniroma2.it</url></p

Insights into the structure and dynamics of lysyl oxidase propeptide, a flexible protein with numerous partners

Lysyl oxidase (LOX) catalyzes the oxidative deamination of lysine and hydroxylysine residues in collagens and elastin, which is the first step of the cross-linking of these extracellular matrix proteins. It is secreted as a proenzyme activated by bone morphogenetic protein-1, which releases the LOX catalytic domain and its bioactive N-terminal propeptide. We characterized the recombinant human propeptide by circular dichroism, dynamic light scattering, and small-angle X-ray scattering (SAXS), and showed that it is elongated, monomeric, disordered and flexible (Dmax: 11.7 nm, Rg: 3.7 nm). We generated 3D models of the propeptide by coarse-grained molecular dynamics simulations restrained by SAXS data, which were used for docking experiments. Furthermore, we have identified 17 new binding partners of the propeptide by label-free assays. They include four glycosaminoglycans (hyaluronan, chondroitin, dermatan and heparan sulfate), collagen I, cross-linking and proteolytic enzymes (lysyl oxidase-like 2, transglutaminase-2, matrix metalloproteinase-2), a proteoglycan (fibromodulin), one growth factor (Epidermal Growth Factor, EGF), and one membrane protein (tumor endothelial marker-8). This suggests new roles for the propeptide in EGF signaling pathway