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Macrophage integrin aDb2 promotes macrophage retention and accumulation within inflamed tissue, a key event in development of chronic inflammation. Recently, the P5 peptide was identified as a specific inhibitor for integrin aDb2 interaction with 2-(ω-carboxyethyl) pyrole (CEP), a ligand at inflammatory sites. This thesis aims to identify integrin aD I-domain amino acids involved in binding P5 peptide and likewise to CEP. We propose that non-conserved, basic amino acids of the integrin aDb2 I-domain are responsible for binding to P5 peptide and likewise to CEP. Eight amino acids were analyzed by generating six mutant aD I-domains: K180[A], R189[Q], K205[L], HHK223-225[NIT], K233[A], and K246[A]. Mutagenic constructs were created using PCR site-directed mutagenesis, then transformed into E.coli BL21 cells for IPTG-induced protein expression. Of the 6 mutant I-domains analyzed, amino acid K246 was critical in binding to P5 peptide and CEP through ForteBio Protein-Protein Assay, as well as to CEP by cell adhesion assay.

An important aspect of systems biology is the elucidation of the protein-protein interactions (PPIs) that control important biological processes within a cell and between organisms. In particular, at the cellular and molecular level, interactions between a pathogen and its host play a vital role in initiating infection and a successful pathogenesis. Despite recent successes in the advancement of the systems biology of model organisms to understand complex diseases, the analysis of infectious diseases at the systems-level has not received as much attention. Since pathogen related disease is responsible for millions of deaths and billions of dollars in damage to crops and livestock, understanding the mechanisms employed by pathogens to infect their hosts is critical in the development of new and effective therapeutic strategies. The research presented here is one of the first computational approaches to studying host-pathogen PPI networks. This dissertation has two main aims. First, we discuss analytical tools for studying host-pathogen networks to identify common pathways perturbed and manipulated by pathogens. We present the first global comparison of the host-pathogen PPI networks of 190 different pathogens and their interactions with human proteins. We also present the construction and analysis of three highly infectious human-bacterial PPI networks: <i>Bacillus anthracis</i>, <i>Francislla tularensis</i>, and <i>Yersinia pestis</i>. The second aim of the research presented here is the development of predictive models for identifying PPIs between host and pathogen proteins. We present two methods: (i) a domain-based approach that uses frequency of domain-pairs in intra-species PPIs, and (ii) a supervised machine learning method that is trained on known inter-species PPIs. The techniques developed in this dissertation, along with the informative datasets presented, will serve as a foundation for the field of computational pathosystems biology. / Ph. D.

β-Glucosidase zymograms of certain maize genotypes (nulls) do not show any activity bands after electrophoresis. We have shown that a chimeric lectin called β-glucosidase aggregating factor (BGAF) is responsible for the absence of β-glucosidase activity bands on zymograms. BGAF specifically binds to maize β-glucosidase isozymes Glu1 and Glu2 and forms large, insoluble complexes. Furthermore, we have previously shown that the N-terminal (Glu⁵⁰-Val¹⁴⁵) and the C-terminal (Phe⁴⁶⁶-Ala⁵¹²) regions contain residues that make up the BGAF binding site on maize Glu1. However, sequence comparison between sorghum β-glucosidases (dhurrinases, Dhr1 and Dhr2), to which BGAF does not bind, and maize β-glucosidases, and an examination of the 3-D structure of Glu1 suggested that the BGAF binding site on Glu1 is much smaller than predicted previously. To define more precisely the BGAF binding site, we constructed additional chimeric β-glucosidases. The results showed that a region spanning 11 amino acids (Ile⁷²-Thr⁸²) on Glu1 is essential and sufficient for BGAF binding, whereas the extreme N-terminal region Ser¹-Thr²⁹, together with C-terminal region Phe⁴⁶⁶-Ala⁵¹², affects the size of Glu1-BGAF complexes. To determine the importance of each region for binding, we determined the dissociation constants (K_d) of chimeric β-glucosidase-BGAF interactions. The results demonstrated that the extreme N-terminal and C-terminal regions are important but not essential for binding. To confirm the importance of Ile⁷²-Thr⁸² on Glu1 for BGAF binding, we constructed chimeric Dhr2 (C-11, Dhr2 whose Val⁷²-Glu⁸² region was replaced with the Ile⁷²-Thr⁸² region of Glu1). C-11 binds to BGAF, indicating that the Ile⁷²-Thr⁸² region is indeed a major interaction site on Glu1 involved in BGAF binding. We also constructed mutant β-glucosidases to identify and define the contribution of individual amino acids in the above three regions to BGAF binding. In the N-terminal region (Ile⁷²-Thr⁸²), critical region for BGAF binding, Glu1 mutants K81E and T82Y failed to bind BGAF in the gel-shift assay and their frontal affinity chromatography (FAC) profiles were essentially similar to that of sorghum β-glucosidase (dhurrinase 2, Dhr2), a non-binder, indicating that these two amino acids within Ile⁷²-Thr⁸² region are essential for BGAF binding. In the extreme N-terminal (Ser¹-Thr²⁹) and C-terminal (Phe⁴⁶⁶-Ala⁵¹²) regions, N481E [substitution of asparagine-481 with glutamic acid (as in Dhr)] showed lower affinity for BGAF, whereas none of the single amino acid substitutions in the Ser¹-Thr²⁹ region showed any effect on BGAF binding indicating that these regions play a minor role. To further confirm the importance of lysine-81 and threonine-82 for BGAF binding, we produced a number of Dhr2 mutants, and the results showed that all four unique amino acids (isoleucine-72, asparagine-75, lysine-81, and threonine-82) of Glu1 in the peptide span Ile⁷²-Thr⁸² are required to impart BGAF binding ability to Dhr2. The sequence comparison among plant β-glucosidases supports the hypothesis that BGAF binding is specific to maize β-glucosidases because only maize β-glucosidases have threonine at position 82. / Ph. D.

The world has proven unprepared for deadly viral outbreaks. Designing antiviral drugs and strategies requires a firm understanding of the interactions taken place between the proteins of the virus and human proteins. The current computational models for predicting these interactions consider only single viruses for which extensive prior knowledge is available. The two prediction frameworks in this dissertation, DeNovo and DeNovo-Human, make it possible for the first time to predict the interactions between any viral protein and human proteins. They further helped to answer critical questions about the Zika virus. DeNovo utilizes concepts from virology, bioinformatics, and machine learning to make predictions for novel viruses possible. It pools protein-protein interactions (PPIs) from different viruses sharing the same host. It further introduces taxonomic partitioning to make the reported performance reflect the situation of predicting for a novel virus. DeNovo avoids the expected low accuracy of such a prediction by introducing a negative sampling scheme that is based on sequence similarity. DeNovo achieved accuracy up to 81% and 86% when predicting for a new viral species and a new viral family, respectively. This result is comparable to the best achieved previously in single virus-host and intra-species PPI prediction cases. DeNovo predicts PPIs of a novel virus without requiring known PPIs for it, but with a limitation on the number of human proteins it can make predictions against. The second framework, DeNovo-Human, relaxes this limitation by forcing in-network prediction and random sampling while keeping the pooling technique of DeNovo. The accuracy and AUC are both promising ($>85%$, and $>91%$ respectively). DeNovo-Human facilitates predicting the virus-human PPI network. To demonstrate how the two frameworks can enrich our knowledge about virus behavior, I use them to answer interesting questions about the Zika virus. The research questions examine how the Zika virus enters human cells, fights the innate immune system, and causes microcephaly. The answers obtained are well supported by recently published Zika virus studies. / Ph. D.

Our goal is to investigate protein networks conserved between different organisms. Given the protein interaction networks for two species and a list of homologous pairs of protein in the two species, we propose a model for measuring whether two subnetworks, one in each protein interaction network, are conserved. Our model separately measures the degree of conservation of the two subnetworks and the quality of the edges in each subnetwork. We propose an algorithm for finding pairs of networks, one in each protein interaction network, with high conservation and high quality. When applied to publicly-available protein-protein interaction data and gene sequences for baker's yeast and fruit fly, our algorithm finds many conserved networks with a high degree of functional enrichment. Using our method, we find many conserved protein interaction networks involved in functions such as DNA replication, protein folding, response to heat, protein serine/threonine phosphatase activity, kinase activity, and ATPase activity. / Master of Science

Yes / The Cdc42- and Rac-interactive binding motif (CRIB) of coronin binds to Rho GTPases with a preference for GDP-loaded Rac. Mutation of the Cdc42- and Rac-interactive binding motif abrogates Rac binding. This results in increased 1evels of activated Rac in coronin-deficient Dictyostelium cells (corA−), which impacts myosin II assembly. corA− cells show increased accumulation of myosin II in the cortex of growth-phase cells. Myosin II assembly is regulated by myosin heavy chain kinase–mediated phosphorylation of its tail. Kinase activity depends on the activation state of the p21-activated kinase a. The myosin II defect of corA− mutant is alleviated by dominant-negative p21-activated kinase a. It is rescued by wild-type coronin, whereas coronin carrying a mutated Cdc42- and Rac-interactive binding motif failed to rescue the myosin defect in corA− mutant cells. Ectopically expressed myosin heavy chain kinases affinity purified from corA− cells show reduced kinase activity. We propose that coronin through its affinity for GDP–Rac regulates the availability of GTP–Rac for activation of downstream effectors. / This work was supported by Deutsche Forschungsgemeinschaft (DFG), Sonderforschungsbereich 670 (SFB 670) and Köln Fortune (to A.A.N.). A.M.-T. acknowledges support by the SFB 914, and J.F. acknowledges support by Grant FA330/6-1 within the framework of the DFG priority programme “Principles and Evolution of Actin Nucleator Complexes” (SPP1464). Work in F.R. lab is supported by grants from the Hull York Medical School.

Le paludisme, première endémie parasitaire mondiale ayant engendré près d’un demi-million de morts en 2017 (d’après l’OMS), est due à une infection par un parasite du genre Plasmodium. Cet apicomplexe infecte, au cours de son cycle de vie, un hôte définitif, un moustique femelle du genre Anopheles, et un hôte intermédiaire homéotherme (l’Homme pour au moins 6 espèces). Chez ce dernier, après une phase de développement hépatique, le parasite envahit puis lyse les érythrocytes. L’accroissement exponentiel de la parasitémie engendre les symptômes du paludisme et permet la production de formes sexuées (gamétocytes) qui seront transmises au vecteur arthropode, permettant ainsi la complétion du cycle de vie du parasite.Plasmodium a co-évolué avec ses hôtes et mis en place divers modes de régulation de l’expression de ses gènes. La phosphorylation est l’une des modifications post-traductionnelles majeures et rapides qu’il utilise pour répondre aux changements environnementaux auxquels il est confronté au cours de son cycle de vie. Nombre de ses kinases et phosphatases jouent un rôle essentiel dans l’invasion de cellules hôtes, la croissance et la division cellulaires, ainsi que la motilité de certains stades. En revanche, le rôle des cinq pseudokinases de Plasmodium dans son développement n’a jusqu’ici pas été exploré.Durant ma thèse, j’ai caractérisé l’unique pseudo-Tyrosine Kinase-like (pTKL) de Plasmodium et étudié son rôle au cours du cycle intra-érythrocytaire du parasite.L’annotation de la pTKL de P. falciparum (PfpTKL) m’a permis d’identifier différents domaines et motifs, et notamment un domaine SAM (Sterile Alpha Motif), deux motifs RVxF (connus pour leur capacité d’interaction avec la Protéine Phosphatase de type 1, PP1) et un pseudo-domaine kinase appartenant à la famille des Tyrosine Kinases-like (TKL). Nous avons montré que ce pseudo-domaine kinase est capable de lier l’ATP de manière cation-indépendante, mais est dépourvu d’activité enzymatique. Des études d’interaction in vitro couplées à l’utilisation de modèles hétérologues (Levure, ovocytes de Xénope) m’ont permis d’identifier deux protéines parasitaires partenaires de PfpTKL : le domaine SAM de PfpTKL interagit directement avec la pseudo-protéase PfSERA5 (SErine Repeat Antigen 5), alors que les deux régions de la protéine contenant les motifs RVxF de PfpTKL interagissent avec PfPP1c (phosphatase majeure de Plasmodium). De façon intéressante, le deuxième motif RVxF est directement impliqué dans l’interaction avec PP1c et serait capable de moduler l’activité de cette dernière de manière allostérique.La localisation de la pTKL de P. berghei (PbpTKL) a ensuite été étudiée par immunofluorescence et confirmée par des expériences de fractionnement cellulaire. Nous avons ainsi observé que PbpTKL est exportée dans l’érythrocyte infecté au stade trophozoïte, puis retenue dans le parasite et la vacuole parasitophore au stade schizonte. L’étude de l’interactome de PbpTKL par IP/MS au stade trophozoïte a montré que PbpTKL s’associe à diverses protéines impliquées dans l’organisation du cytosquelette de l’érythrocyte, ainsi que dans l’érythropoïèse et l’homéostasie cellulaire. Ces observations suggèrent que pTKL joue un rôle, direct ou via ses partenaires, à l’interface entre le parasite et sa cellule hôte.Enfin, afin d’approcher la fonction de pTKL chez le parasite, nous avons généré différentes lignées génétiquement modifiées. L’étude phénotypique des souches de P. berghei KO et iKD pour pTKL a montré qu’elle était dispensable pour la complétion du cycle intra-érythrocytaire, l’expression des gamétocytes ainsi que l’activation des gamétocytes mâles. Ces données suggèrent que pTKL est dispensable pour ces stades de développement ou que l’expression de gènes redondants compense son absence. Quoi qu’il en soit, il est important de poursuivre les recherches sur le rôle de cette protéine aux autres stades de développement du parasite, notamment du zygote aux stades hépatiques. / Malaria is the first endemic parasitic disease in the world with nearly half million deaths in 2017 according to the WHO. This disease is the result of an infection by an agent belonging to the Plasmodium genus. This apicomplexan parasite infects two hosts over its complex life cycle: a definitive one – a mosquito belonging to the Anopheles genus – and a homoeothermic intermediate host. At least six Plasmodium species can infect humans. In its intermediate host, Plasmodium first replicates in hepatocytes before releasing erythrocyte-infectious stages in the bloodstream. Once there, parasites invade and replicate within erythrocytes, before lysing them to release other infectious stages. This triggers an exponential rise in the parasitemia, as well as malaria symptoms. Sexual stages, called gametocytes, are produced over this intra-erythrocytic cycle to be transmitted to the arthropod vector, thus allowing the completion of the parasite life cycle.Plasmodium co-evolved with its hosts and set up diverse gene expression regulation pathways accordingly. Phosphorylation is one of the major and fastest post-translational modifications used by the parasite to respond to environmental changes. Many of its kinases and phosphatases play key roles in host cell invasion, cellular growth and division, as well as motility of specific developmental stages. However, the role of the five pseudo-kinases expressed by Plasmodium has not been explored yet.During my PhD project, I have performed the characterization of the unique Plasmodium pseudo-Tyrosine Kinase-like (pTKL) and explored its role over the parasite intra-erythrocytic cycle.P. falciparum pTKL (PfpTKL) in silico annotation allowed the delineation of the protein domains. Notably, a SAM (Sterile Alpha Motif) domain, two RVxF motifs (known for their binding potential with the major protein phosphatase type 1, PP1) and a pseudo-kinase domain belonging to Tyrosine Kinase-like (TKL) family were found. This pseudo-kinase domain was found to be able to bind ATP in a cation-independent way although devoid of kinase activity. Two parasite protein partners of PfpTKL have been identified using in vitro protein-protein interaction studies together with heterologous models (yeast, Xenopus ovocytes). First, PfSERA5 (SErine Repeat Antigen 5) specifically and strongly interacts with PfpTKL SAM domain and second, PfPP1c binds the two RVxF-containing regions of PfpTKL. Interestingly, the second RVxF motif, which is located within the pseudo-kinase domain, directly binds PfPP1c and seems to be involved in the allosteric regulation of the phosphatase activity. The subcellular localization of P. berghei pTKL (PbpTKL) was studied by IFA as well as sequential lysis of erythrocytes followed by immunoprecipitation assays. PbpTKL was shown to be exported to the host cell cytosol at the trophozoite stage, but retained in the parasitophorous vacuole and the parasite cytosol at the schizont stage. Furthermore, our interactome analysis conducted at the trophozoite stage by IP/MS showed that PbpTKL binds many host cell proteins involved in erythrocyte cytoskeleton organization, as well as erythropoiesis and cell homeostasis. These data suggest that pTKL plays a role at the parasite/host interface, either directly or via its protein partners.Finally, in an attempt to understand the role of pTKL for the parasite development, we generated genetically modified P. berghei strains. The phenotypic study of PbpTKL KO and iKD strains did not show any difference between the defective parasites and the parental wild type ones during the intra-erythrocytic cycle, gametocyte expression and male gametocyte activation. These data suggest the dispensability of pTKL or the expression of redundant gene(s) with similar functions in these parasite stages. Whatever the explanation, it is still important to follow up this investigation in other parasite stages, from zygotes to hepatic stages.

<p>The mouse xenobiotic-inducible <i>Cyp2a5</i> gene is both transcriptionally and posttranscriptionally regulated. One of the most potent <i>Cyp2a5</i> inducers, the hepatotoxin pyrazole, increases the CYP2A5 mRNA half-life. The induction is accomplished through the interaction of a pyrazole-inducible protein with a 71 nt long, putative hairpin-loop region in the 3' UTR of the CYP2A5 mRNA.</p><p>The aims of this thesis have been to identify the pyrazole-inducible protein, to investigate its role in the <i>Cyp2a5</i> expression and the significance of the 71 nt hairpin-loop region for the <i>Cyp2a5</i> expression, and to examine a possible coupling between transcriptional and posttranscriptional processes in <i>Cyp2a5</i> expression.</p><p>The pyrazole-inducible protein was identified as the heterogeneous nuclear ribonucleoprotein (hnRNP) A1. Studies performed in mouse primary hepatocytes overexpressing hnRNP A1, and in mouse erythroleukemia derived cells lacking hnRNP A1, revealed that the 71 nt region in the 3' UTR of the CYP2A5 mRNA is essential for <i>Cyp2a5</i> expression.</p><p>The hnRNP A1 is a multifunctional nucleocytoplasmic shuttling protein, with the ability to bind both RNA and DNA. These properties make it an interesting candidate mediating a coupling between nuclear and cytoplasmic gene regulatory events, which was investigated for the <i>Cyp2a5</i>. In conditions of cellular stress hnRNP A1 translocates from the nucleus to the cytoplasm. The accumulation of cytoplasmic hnRNP A1 after RNA polymerase II transcription inhibition, resulted in an increased binding of hnRNP A1 to the CYP2A5 mRNA, parallel with a stabilization of the CYP2A5 mRNA.</p><p>Treating primary mouse hepatocytes with phenobarbital (PB), a <i>Cyp2a5</i> transcriptional inducer, resulted in a mainly nuclear localization of the hnRNP A1. Electrophoretic mobility shift assays with nuclear extracts from control or PB-treated mice, revealed that hnRNP A1 interacts with two regions in the <i>Cyp2a5</i> proximal promoter, and that the interaction to one of the regions was stimulated by PB treatment.</p><p>In conclusion, the change in hnRNP A1 subcellular localization after transcriptional inhibition or activation, together with the effects on the interaction of hnRNP A1 with the CYP2A5 mRNA and <i>Cyp2a5</i> promoter, suggest that hnRNP A1 could couple the nuclear and cytoplasmic events of the <i>Cyp2a5</i> expression.</p><p>The presented studies are the first showing involvement of an hnRNP protein in the regulation of a <i>Cyp</i> gene. Moreover, it is the first time an interconnected transcriptional and posttranscriptional regulation has been suggested for a member of the <i>Cyp</i> gene family.</p>

The mouse xenobiotic-inducible Cyp2a5 gene is both transcriptionally and posttranscriptionally regulated. One of the most potent Cyp2a5 inducers, the hepatotoxin pyrazole, increases the CYP2A5 mRNA half-life. The induction is accomplished through the interaction of a pyrazole-inducible protein with a 71 nt long, putative hairpin-loop region in the 3' UTR of the CYP2A5 mRNA. The aims of this thesis have been to identify the pyrazole-inducible protein, to investigate its role in the Cyp2a5 expression and the significance of the 71 nt hairpin-loop region for the Cyp2a5 expression, and to examine a possible coupling between transcriptional and posttranscriptional processes in Cyp2a5 expression. The pyrazole-inducible protein was identified as the heterogeneous nuclear ribonucleoprotein (hnRNP) A1. Studies performed in mouse primary hepatocytes overexpressing hnRNP A1, and in mouse erythroleukemia derived cells lacking hnRNP A1, revealed that the 71 nt region in the 3' UTR of the CYP2A5 mRNA is essential for Cyp2a5 expression. The hnRNP A1 is a multifunctional nucleocytoplasmic shuttling protein, with the ability to bind both RNA and DNA. These properties make it an interesting candidate mediating a coupling between nuclear and cytoplasmic gene regulatory events, which was investigated for the Cyp2a5. In conditions of cellular stress hnRNP A1 translocates from the nucleus to the cytoplasm. The accumulation of cytoplasmic hnRNP A1 after RNA polymerase II transcription inhibition, resulted in an increased binding of hnRNP A1 to the CYP2A5 mRNA, parallel with a stabilization of the CYP2A5 mRNA. Treating primary mouse hepatocytes with phenobarbital (PB), a Cyp2a5 transcriptional inducer, resulted in a mainly nuclear localization of the hnRNP A1. Electrophoretic mobility shift assays with nuclear extracts from control or PB-treated mice, revealed that hnRNP A1 interacts with two regions in the Cyp2a5 proximal promoter, and that the interaction to one of the regions was stimulated by PB treatment. In conclusion, the change in hnRNP A1 subcellular localization after transcriptional inhibition or activation, together with the effects on the interaction of hnRNP A1 with the CYP2A5 mRNA and Cyp2a5 promoter, suggest that hnRNP A1 could couple the nuclear and cytoplasmic events of the Cyp2a5 expression. The presented studies are the first showing involvement of an hnRNP protein in the regulation of a Cyp gene. Moreover, it is the first time an interconnected transcriptional and posttranscriptional regulation has been suggested for a member of the Cyp gene family.