В работе изучается распределённая нелинейная математическая модель гликолитического осциллятора Хиггинса с диффузией. Исследуется влияние диффузии на процессы, протекающие в модели, способность модели к формированию пространственных структур и её чувствительность к случайному шуму. Изучаются явления мультистабильности, стохастического доминирования, подавления автоколебаний диффузией, индуцированных шумом переходов между аттракторами. Рассмотрен вариант модели с одной и двумя пространственными координатами. / This thesis studies a distributed nonlinear mathematical model of the Higgins glycolytic oscillator with diffusion. The influence of diffusion on the processes occurring in the model, the ability of the model to form spatial structures and its sensitivity to random noise are investigated. The phenomena of multistability, stochastic preference, suppression of self-oscillations by diffusion, noise-induced transitions between attractors are studied. A variant of the model with one and two spatial coordinates is considered.

The apicomplexan Cryptosporidium parvum causes thousands of human deaths yearly. Since bovines represent the most important reservoir of C. parvum, the analysis of infected bovine small intestinal (BSI) explants cultured under physioxia offers a realistic model to study C. parvum–host cell–microbiome interactions. Here, C. parvum-infected BSI explants and primary bovine small intestinal epithelial cells were analysed for parasite development and metabolic reactions. Metabolic conversion rates in supernatants of BSI explants were measured after infection, documenting an immediate parasite-driven metabolic interference. Given that oxygen concentrations affect cellular metabolism, measurements were performed at both 5% O2 (physiological intestinal conditions) and 21% O2 (commonly used, hyperoxic lab conditions). Overall, analyses of C. parvum-infected BSI explants revealed a downregulation of conversion rates of key metabolites—such as glucose, lactate, pyruvate, alanine, and aspartate—at 3 hpi, followed by a rapid increase in the same conversion rates at 6 hpi. Moreover, PCA revealed physioxia as a driving factor of metabolic responses in C. parvum-infected BSI explants. Overall, the ex vivo model described here may allow scientists to address pending questions as to how host cell–microbiome alliances influence intestinal epithelial integrity and support the development of protective intestinal immune reactions against C. parvum infections in a realistic scenario under physioxic conditions.

The transcription factor hypoxia-inducible factor 1 (HIF1) is the crucial regulator of genes that are involved in metabolism under hypoxic conditions, but information regarding the transcriptional activity of HIF1 in normoxic metabolism is limited. Different tumor cells were treated under normoxic and hypoxic conditions with various drugs that affect cellular metabolism. HIF1ff was silenced by siRNA in normoxic/hypoxic tumor cells, before RNA sequencing and bioinformatics analyses were performed while using the breast cancer cell line MDA-MB-231 as a model. Differentially expressed genes were further analyzed and validated by qPCR, while the activity of the metabolites was determined by enzyme assays. Under normoxic conditions, HIF1 activity was significantly increased by (i) glutamine metabolism, which was associated with the release of ammonium, and it was decreased by (ii) acetylation via acetyl CoA synthetase (ACSS2) or ATP citrate lyase (ACLY), respectively, and (iii) the presence of L-ascorbic acid, citrate, or acetyl-CoA. Interestingly, acetylsalicylic acid, ibuprofen, L-ascorbic acid, and citrate each significantly destabilized HIF1ff only under normoxia. The results from the deep sequence analyses indicated that, in HIF1-siRNA silenced MDA-MB-231 cells, 231 genes under normoxia and 1384 genes under hypoxia were transcriptionally significant deregulated in a HIF1-dependent manner. Focusing on glycolysis genes, it was confirmed that HIF1 significantly regulated six normoxic and 16 hypoxic glycolysis-associated gene transcripts. However, the results from the targeted metabolome analyses revealed that HIF1 activity affected neither the consumption of glucose nor the release of ammonium or lactate; however, it significantly inhibited the release of the amino acid alanine. This study comprehensively investigated, for the first time, how normoxic HIF1 is stabilized, and it analyzed the possible function of normoxic HIF1 in the transcriptome and metabolic processes of tumor cells in a breast cancer cell model. Furthermore, these data imply that HIF1 compensates for the metabolic outcomes of glutaminolysis and, subsequently, theWarburg effect might be a direct consequence of the altered amino acid metabolism in tumor cells.

No description available.

No description available.

No description available.

Trypanosoma brucei, the causative agent of African trypanosomiasis, and its relatives Trypanosoma cruzi and several Leishmania species belong to a class of protozoa called kinetoplastids that cause a significant health burden in tropical and semitropical countries across the world. While an improved therapy was recently approved for African trypanosomiasis, the therapies available to treat infections caused by T. cruzi and Leishmania spp. remain relatively poor. Improving our understanding of T. brucei metabolism can inform on metabolism of its relatives. The purpose of the research presented in this dissertation was to develop novel tools and methods to study metabolism in T. brucei with the ultimate aim to improve treatments of all kinetoplastid diseases. We developed a novel tool to study glycosomal pH in the bloodstream form of T. brucei. Using this tool, we discovered that this life stage regulates glycosomal pH differently than the procyclic form, or insect-dwelling stage, and only uses sodium/proton transporters to regulate glycosomal pH. I pioneered a thermal proteome profiling method in this parasite to discover drug targets and their effects on cell pathways. Using this method, I found that other proteins may be involved in glycosomal pH regulation, including PEX11 and a vacuolar ATPase. This method also illuminated several important pathways influenced by glycosomal pH regulation, including glycosome proliferation, vesicle trafficking, protein glycosylation, and amino acid transport. Metabolic studies in kinetoplastid parasites are currently hampered by the lack of available chemical probes. We developed a novel flow cytometry-based high-throughput drug screening assay to discover chemical probes of T. brucei glycolysis. This method combines the advantages of phenotypic (or cell-based) screens with the advantage of targeted (purified protein) screens by multiplexing biosensors that measure multiple glycolytic metabolites simultaneously, such as glucose, ATP, and glycosomal pH. The complementary information gained is then used to distinguish the part of glycolysis identified inhibitors target. We validated the method using the well characterized glycolytic and alternative oxidase inhibitors 2-deoxyglucose and salicylhydroxamic acid respectively. We demonstrated the screening assay with a pilot screen of 14,976 compounds with decent hit rates for each sensor (0.2-0.4%). About 64% of rescreened hits repeated activity in at least one sensor. We demonstrated one compound with micromolar activity against two biosensors. In summary, we developed and demonstrated a novel screening method that can discover glycolytic chemical probes to better study metabolism in this and related parasites. There are few methods to study enzyme kinetics in the live-cell environment. I developed a kinetic flow cytometry assay that can measure enzyme and transporter activity using fluorescent biosensors. I demonstrated this by measuring glucose transport kinetics and alternative oxidase inhibition kinetics, with the measured kinetic parameters similar to those previously reported. We plan to expand on this method to measure transport kinetics in the glycosome and other organelles which has not been done before. We previously performed a drug screen to identify inhibitors that decrease intracellular glucose in T. brucei. I have performed preliminary work identifying the glucose transporter THT1 as one of the targets of optimized glucose inhibitors using the previously mentioned thermal proteome profiling method. We expect this finding will improve our ability to move these compounds from hit to lead in the drug discovery pipeline. Together, I have developed several flow cytometry and proteomics methods to better study metabolism in T. brucei. These tools are beginning to be used in related parasites. We expect the discoveries made using these tools will improve our ability to treat these neglected tropical diseases.

No description available.

Une diète faible en sodium donnée à des rates lors de la dernière semaine de gestation induit une diminution de l’expansion volumique, du diamètre des artères utérines et du poids des placentas comparativement à des rates témoins. Ces perturbations suggèrent une diminution de la perfusion placentaire affectant l’apport foetal en nutriments. Les ratons naissent avec une restriction de croissance intra-utérine (RCIU). Chez le foetus, le substrat énergétique cardiaque principal est le glucose via la glycolyse. À la naissance, la source principale d’énergie est l’utilisation des acides gras par la β-oxydation. Nous émettons l’hypothèse que dans ce modèle de RCIU, le coeur foetal répond à la diminution d’apport nutritionnel due à une atteinte maternelle en adaptant son métabolisme énergétique cardiaque à la baisse. Les rates gestantes (témoins et recevant la diète faible en sodium) sont sacrifiées au jour 22 de gestation (sur 23). Les coeurs foetaux sont prélevés afin de caractériser les protéines dites « limitantes » in vitro des voies de la glycolyse et de la β-oxydation. Les expressions protéiques de GLUT1, GLUT4, HK1, HK2, CPT2, CPT1β, cytochrome c, PFK1, PKM1/2, mesurées par immunobuvardage de type Western, sont similaires entre les coeurs des foetus RCIU et témoins, mâles et femelles. L’expression protéique de CPT1α est diminuée dans les coeurs des femelles RCIU seulement. Il n’existe aucune différence significative entre les différents groupes quant à l’activité enzymatique de PKM1/2. Nos résultats dressent un profil métabolique général suggérant que le sexe du foetus peut avoir un effet sur la réponse cardiaque foetale à une atteinte du volume sanguin maternel causée par la diète restreinte en sodium. Ce profil métabolique semble démontrer une atteinte du catabolisme des lipides. Afin de bien caractériser cette réponse du mécanisme énergétique, l’activité enzymatique des autres enzymes principales de la glycolyse (HK1, HK2, PFK1), le flux intra-mitochondrial d’acyl CoA à travers les CPTs ainsi que la quantité totale d’acétyl CoA devront être quantifiés. / A low sodium diet was given to pregnant rats during the last week of gestation. This diet diminished the maternal expansion of blood volume, the uterine arteries diameter, and placental weight, when compared to their controls. Together, these results suggest a lower placenta perfusion and a decreased output of nutrients to the fetus. The offspring of these pregnant rats were born with an intra-uterine growth retardation (IUGR). The fetal heart utilizes glucose through glycolysis as the major cardiac energy substrate. At birth, the principal source of energy switches to the oxidation of fatty acids, through β-oxydation. We hypothesized that within our IUGR model, the fetal heart could respond to a diminished nutritional intake due to the maternal input when a decreased cardiac energy metabolism was present. The pregnant rats of both groups (controls and on the low sodium diet) were sacrificed on day 22 of a 23 day gestation. The fetal hearts were then analyzed looking for signs of the limiting proteins glycolysis and β-oxidation. The GLUT1, GLUT4, HK1, HK2, CPT2, CPT1β, cytochrome c, PFK1, PKM1/2 proteins obtained through a Western immunoblot method were similar between the hearts of the IUGR and their control fetuses, whether they were male or female. The protein expression of CPT1α was lower only in female IUGR fetal hearts. There was no significant difference between the groups with respect to the enzymatic activity of PKM1/2. Our results suggest that the metabolic profile changes with regards to the fetus gender and could affect the fetal cardiac metabolism, due to a lower maternal blood flow caused by a sodium controlled diet, by diminishing its lipid metabolism and sparing glucose metabolism. To characterize the energy metabolism, the enzymatic activity of the other principal limiting enzymes glycolysis (HK1, HK2, PFK1), the intra-mitochondrial flux of acyl CoA through the CPTs and the total quantity of acetyl CoA must also be analyzed.

Mathematische Modellierung ist ein wichtiges Werkzeug biologischer Forschung geworden, was sich in der Entstehung von Systembiologie widerspiegelt. Eine erfolgreiche Anwendung mathematischer Methoden auf biologische Fragen erfordert die Zusammenarbeit zwischen experimentell und theoretisch arbeitenden Wissenschaftlern, auch um sicherzustellen, dass die Biologie im Modell adäquat dargestellt wird. Ich präsentiere hier zwei Untersuchungen zur Anpassung von Saccharomyces cere- visae an hyperosmotische Bedingungen: Eine biologisch detailgetreue Beschreibung der Signaltransduktion zur Aktivierung von Hog1 und ein Model, das Anpassung an osmotischen Stress in zellulärem Zusammenhang beschreibt. Die Studie zur Osmoadaptation in zellulären Kontext impliziert, dass Hog1 und Fps1, zwei wichtige Bausteine dieses Adaptationsvorgangs, miteinander in Wechselwirkung treten und dies zur Anpassung beiträgt. Dieses Ergebnis wird durch die Integration verschiedener Hefestämme mit zum Teil gegensätzlich wirkenden Mutationen ermöglicht. Diese Studie offenbart des weiteren, dass die Rolle von Glycerol in der langfristigen Anpassung bisher überschätzt wurde. Die hier präsentierten Ergebnisse zeigen, dass Glycerol als ’Not’-Osmolyt eingesetzt wird und andere Stoffe, z.B. Trehalose, erheblich zu dauerhafter Osmoadaptation beitragen. Durch die Betrachtung des Zustands mehrerer zellulärer Mechansimen wird deutlich, dass Osmoadaptation stark vom Kontext abhängig ist und nicht perfekt ist. Der Preis schlägt sich in langsamerem Wachstum nieder. Zeitabhängige Sensitivitätsanalyse des Modells untermauert diese Hypothese. Die gewählte Perspektive ermöglicht die Betrachtung von intrazellulären Signaltransduktionskomponenten, Metaboliten und des Wachstums. Der Vergleich mit einer Studie, die Anpassung an osmotischen Stress als perfekte Adaptation auf Grund eines vereinfachten Modells beschreibt, hebt die Rolle der gewählten Perspektive zum Verständnis biologischer Systeme hervor. / Mathematical modeling has become an important tool in biology, reflected in the emergence of systems biology. Successful application of mathematical methods to biological questions requires collaboration of experimental and theoretical scientists to identify and study the problem at hand and to ensure that biology and model match. In this thesis, I present two studies on adaptation to hyperosmotic conditions in the yeast Saccharomyces cerevisae: A biologically faithful description of the signaling pathways activating Hog1 and a model integrating the effects of Hog1-activity and cellular metabolism, describing osmoadaptation in cellular context. The study of osmoadaptation in cellular context suggests that Hog1 and Fps1, two crucial components of adaptation, interact upon hyperosmotic stress. This finding is facilitated by incorporating multiple strains with mutations leading to partly oppositional phenotypes. This study further reveals that the role of glycerol in long term adaptation has been overestimated so far. According to the results presented here, glycerol is utilized as an ’emergency’ osmoprotectant and other compounds, e.g. trehalose, contribute significantly to osmoadaptation. Accounting for the state of multiple cellular mechanisms (Hog1-activity, glycolysis, growth) shows that adaptation to hyperosmotic stress and the impact of the individual mechanisms of adaptation is context dependent and that adaptation to sustained osmostress is not perfect, the expense reflected in a reduced growth rate in hyperosmotic medium. Time-dependent sensitivity analysis supports the notion of context. The perspective chosen allows observations on intracellular signaling components, metabolites and growth speed. Comparison with a study that describes osmoadaptation as perfect adaptation highlights the role of this perspective for the conclusions drawn, thus emphasizing the importance of an integrative perspective for understanding biological systems.