570 Biowissenschaften; Biologie
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Mathematical optimization framework allows the identification of certain nodes within a signaling network. In this work, we analyzed the complex extracellular-signal-regulated kinase 1 and 2 (ERK1/2) cascade in cardiomyocytes using the framework to find efficient adjustment screws for this cascade that is important for cardiomyocyte survival and maladaptive heart muscle growth. We modeled optimal pharmacological intervention points that are beneficial for the heart, but avoid the occurrence of a maladaptive ERK1/2 modification, the autophosphorylation of ERK at threonine 188 (ERK\(^{Thr188}\) phosphorylation), which causes cardiac hypertrophy. For this purpose, a network of a cardiomyocyte that was fitted to experimental data was equipped with external stimuli that model the pharmacological intervention points. Specifically, two situations were considered. In the first one, the cardiomyocyte was driven to a desired expression level with different treatment strategies. These strategies were quantified with respect to beneficial effects and maleficent side effects and then which one is the best treatment strategy was evaluated. In the second situation, it was shown how to model constitutively activated pathways and how to identify drug targets to obtain a desired activity level that is associated with a healthy state and in contrast to the maleficent expression pattern caused by the constitutively activated pathway. An implementation of the algorithms used for the calculations is also presented in this paper, which simplifies the application of the presented framework for drug targeting, optimal drug combinations and the systematic and automatic search for pharmacological intervention points. The codes were designed such that they can be combined with any mathematical model given by ordinary differential equations.
Die verfügbaren in vitro Genotoxizitätstests weisen hinsichtlich ihrer Spezifität und ihres Informationsgehalts zum vorliegenden Wirkmechanismus (Mode of Action, MoA) Einschränkungen auf. Um diese Mängel zu überwinden, wurden in dieser Arbeit zwei Ziele verfolgt, die zu der Entwicklung und Etablierung neuer in vitro Methoden zur Prüfung auf Genotoxizität in der Arzneimittelentwicklung beitragen.
1. Etablierung und Bewertung einer neuen in vitro Genotoxizitätsmethode (MultiFlow Methode)
Die MultiFlow Methode basiert auf DNA-schadensassoziierten Proteinantworten von γH2AX (DNA-Doppelstrangbrüche), phosphorylierten H3 (S10) (mitotische Zellen), nukleären Protein p53 (Genotoxizität) und cleaved PARP1 (Apoptose) in TK6-Zellen. Insgesamt wurden 31 Modellsubstanzen mit dem MultiFlow Assay und ergänzend mit dem etablierten Mikrokerntest (MicroFlow MNT), auf ihre Fähigkeit verschiedene MoA-Gruppen (Aneugene/Klastogene/Nicht-Genotoxine) zu differenzieren, untersucht. Die Performance der „neuen“ gegenüber der „alten“ Methode führte zu einer verbesserten Sensitivität von 95% gegenüber 90%, Spezifität von 90% gegenüber 72% und einer MoA-Klassifizierungsrate von 85% gegenüber 45% (Aneugen vs. Klastogen).
2. Identifizierung mechanistischer Biomarker zur Klassifizierung genotoxischer Substanzen
Die Analyse 67 ausgewählter DNA-schadensassoziierter Gene in der QuantiGene Plex Methode zeigte, dass mehrere Gene gleichzeitig zur MoA-Klassifizierung beitragen können. Die Kombination der höchstrangierten Marker BIK, KIF20A, TP53I3, DDB2 und OGG1 ermöglichte die beste Identifizierungsrate der Modellsubstanzen. Das synergetische Modell kategorisierte 16 von 16 Substanzen korrekt in Aneugene, Klastogene und Nicht-Genotoxine. Unter Verwendung der Leave-One-Out-Kreuzvalidierung wurde das Modell evaluiert und erreichte eine Sensitivität, Spezifität und Prädiktivität von 86%, 83% und 85%. Ergebnisse der traditionellen qPCR Methode zeigten, dass Genotoxizität mit TP53I3, Klastogenität mit ATR und RAD17 und oxidativer Stress mit NFE2L2 detektiert werden kann.
Durch die Untersuchungen von posttranslationalen Modifikationen unter Verwendung der High-Content-Imaging-Technologie wurden mechanistische Assoziationen für BubR1 (S670) und pH3 (S28) mit Aneugenität, 53BP1 (S1778) und FANCD2 (S1404) mit Klastogenität, p53 (K373) mit Genotoxizität und Nrf2 (S40) mit oxidativem Stress identifiziert.
Diese Arbeit zeigt, dass (Geno)toxine unterschiedliche Gen- und Proteinveränderungen in TK6-Zellen induzieren, die zur Erfassung mechanistischer Aktivitäten und Einteilung (geno)toxischer MoA-Gruppen (Aneugen/Klastogen/ Reaktive Sauerstoffspezies) eingesetzt werden können und daher eine bessere Risikobewertung von Wirkstoffkandidaten ermöglichen.
Mammalian haloacid dehalogenase (HAD)-type phosphatases are a large and ubiquitous family of at least 40 human members. Many of them have important physiological functions, such as the regulation of intermediary metabolism and the modulation of enzyme activities, yet they are also linked to diseases such as cardiovascular or metabolic disorders and cancer.
Still, most of the mammalian HAD phosphatases remain functionally uncharacterized.
This thesis reveals novel cell biological and physiological functions of the phosphoglycolate phosphatase PGP, also referred to as AUM. To this end, PGP was functionally characterized by performing analyses using purified recombinant proteins to investigate potential protein substrates of PGP, cell biological studies using the spermatogonial cell line GC1, primary mouse lung endothelial cells and lymphocytes, and a range of biochemical techniques to characterize Pgp-deficient mouse embryos.
To characterize the cell biological functions of PGP, its role downstream of RTK- and integrin signaling in the regulation of cell migration was investigated. It was shown that PGP inactivation elevates integrin- and RTK-induced circular dorsal ruffle (CDR) formation, cell spreading and cell migration. Furthermore, PGP was identified as a negative regulator of directed lymphocyte migration upon integrin- and GPCR activation.
The underlying mechanisms were analyzed further. It was demonstrated that PGP regulates CDR formation and cell migration in a PLC- and PKC-dependent manner, and that Src family kinase activities are required for the observed cellular effects. Upon integrin- and RTK activation, phosphorylation levels of tyrosine residues 1068 and 1173 of the EGF receptor were elevated and PLCγ1 was hyper-activated in PGP-deficient cells. Additionally, PGP-inactivated lymphocytes displayed elevated PKC activity, and PKC-mediated cytoskeletal remodeling was accelerated upon loss of PGP activity. Untargeted lipidomic analyses revealed that the membrane lipid phosphatidylserine (PS) was highly upregulated in PGP-depleted cells.
These data are consistent with the hypothesis that the accumulation of PS in the plasma membrane leads to a pre-assembly of signaling molecules such as PLCγ1 or PKCs that couple the activation of integrins, EGF receptors and GPCRs to accelerated cytoskeletal remodeling.
Thus, this thesis shows that PGP can affect cell spreading and cell migration by acting as a PG-directed phosphatase.
To understand the physiological functions of PGP, conditionally PGP-inactivated mice were analyzed. Whole-body PGP inactivation led to an intrauterine growth defect with developmental delay after E8.5, resulting in a gradual deterioration and death of PgpDN/DN embryos between E9.5 and E11.5. However, embryonic lethality upon whole-body PGP inactivation was not caused by a primary defect of the (cardio-) vascular system. Rather, PGP inactivated embryos died during the intrauterine transition from hypoxic to normoxic conditions.
Therefore, the potential impact of oxygen on PGP-dependent cell proliferation was investigated. Analyses of mouse embryonic fibroblasts (MEFs) generated from E8.5 embryos and GC1 cells cultured under normoxic and hypoxic conditions revealed that normoxia (~20% O2) causes a proliferation defect in PGP-inactivated cells, which can be rescued under
hypoxic (~1% O2) conditions. Mechanistically, it was found that the activity of triosephosphate isomerase (TPI), an enzyme previously described to be inhibited by phosphoglycolate (PG) in vitro, was attenuated in PGP-inactivated cells and embryos. TPI constitutes a critical branch point between carbohydrate- and lipid metabolism because it catalyzes the isomerization of the glycolytic intermediates dihydroxyacetone phosphate (DHAP, a precursor of the glycerol backbone required for triglyceride biosynthesis) and glyceraldehyde 3’-phosphate (GADP).
Attenuation of TPI activity, likely explains the observed elevation of glycerol 3-phosphate levels and the increased TG biosynthesis (lipogenesis). Analyses of ATP levels and oxygen consumption rates (OCR) showed that mitochondrial respiration rates and ATP production were elevated in PGP-deficient cells in a lipolysis-dependent manner. However under hypoxic conditions (which corrected the impaired proliferation of PGP-inactivated cells), OCR and ATP production was indistinguishable between PGP-deficient and PGP-proficient cells. We therefore propose that the inhibition of TPI activity by PG accumulation due to loss of PGP activity shifts cellular bioenergetics from a pro-proliferative, glycolytic metabolism to a lipogenetic/lipolytic metabolism.
Taken together, PGP acts as a metabolic phosphatase involved in the regulation of cell migration, cell proliferation and cellular bioenergetics. This thesis constitutes the basis for further studies of the interfaces between these processes, and also suggests functions of PGP for glucose and lipid metabolism in the adult organism.