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The composition of cellular membranes is extremely complex and the mechanisms underlying their homeostasis are poorly understood. Organelles within a eukaryotic cell require a non-random distribution of membrane lipids and a tight regulation of the membrane lipid composition is a prerequisite for the maintenance of specific organellar functions. Physical membrane properties such as bilayer thickness, lipid packing density and surface charge are governed by the lipid composition and change gradually from the early to the late secretory pathway. As the endoplasmic reticulum (ER) is situated at the beginning of the cells secretory pathway, it has to accept and accommodate a great variety and quantity of secretory and transmembrane proteins, which enter the ER on their way to their final cellular destination. Secretory proteins can be translocated into the lumen of the ER co- or posttanslationally and membrane proteins are being inserted and released into the ER membrane. In the oxidative milieu of the ER-lumen, supported by a variety of chaperones, proteins can fold into their native form.
If the folding capacity of the ER-lumen is exceeded, an accumulation of mis- or unfolded proteins in the lumen of the ER occurs, consequently triggering the unfolded protein response (UPR). This highly conserved program activates a wide-spread transcriptional response to restore protein folding homeostasis. In fact, 7 – 8% of all genes in the yeast Saccharomyces cerevisiae (S. cerevisiae) are regulated by the UPR. The mechanism underlying the activation of the UPR by protein folding stress has been investigated thoroughly in the last decades and many of its mechanistic details have been elucidated. Recently, it became evident that aberrant lipid compositions of the ER membrane, collectively referred to as lipid bilayer stress, are equally potent in activating the UPR. The underlying molecular mechanism of this membrane-activated UPR, however, remained unclear.
This study focuses on the UPR in S. cerevisiae and characterizes the inositol requiring enzyme 1 (Ire1) as the sole UPR sensor in S. cerevisiae. Active Ire1 forms oligomers and, collaboratively with the tRNA ligase Rlg1, splices immature mRNA of the transcription factor HAC1, which results in the synthesis of mature HAC1 mRNA and the production of the active Hac1 protein, which binds to UPR-elements in the nucleus and activates the expression of UPR target genes. Here, the combination of in vivo and in vitro experiments is being used, which is supplemented by molecular dynamics (MD) simulations performed by Roberto Covino and Gerhard Hummer (MPI for Biophysics, Frankfurt), aiming to identify the molecular mechanism of Ire1 activation by lipid bilayer stress. This study focuses on the analysis of the juxta- and transmembrane region of Ire1. Bioinformatic analyses revealed a putative ER-lumenal amphipathic helix (AH) N-terminally of and partially overlapping with the transmembrane helix (TMH). This predicted AH contains a large hydrophobic face, which inserts into the ER membrane, forcing the TMH into a tilted orientation within the membrane. The resulting unusual architecture of Ire1’s AH and TMH constitutes a unique structural element required for the activation of Ire1 by lipid bilayer stress.
To investigate the function of the AH in the physiological context, different variants of Ire1 were produced under the control of their endogenous promoter and from their endogenous locus. The functional role of the AH was tested, by disrupting its amphipathic character by the introduction of charged residues into the hydrophobic face of the AH. The role of a conserved negative residue between the TMH and the AH (E540 in S. cerevisiae) was tested by substituting it by a unipolar, polar, or positively charged residue. These variants were intensively characterized using a series of assays:
This thesis provides evidence that the AH is crucial for the function of Ire1: Mutant variants with a disrupted (F531R, V535R) or otherwise modified AH (E540A) exhibited a lower degree of oligomerization and failed to catalyze the splicing of the HAC1 mRNA as the Wildtype control. Likewise, the induction of PDI1, a target gene of the UPR, was greatly reduced in mutants with a disrupted or defective AH. These data revealed an important functional role of the AH for normal Ire1 function.
An in vitro system was established to analyze the membrane-mediated oligomerization of Ire1. This system enabled the isolated functional analysis of the AH and TMH during Ire1 activation by lipid bilayer stress. A fusion construct, coding for the maltose binding protein (MBP) from Escherichia coli (E. coli), N-terminally to the AH and TMH of Ire1 was produced. The heterologous production in E. coli, the purification and reconstitution of this minimal sensor of Ire1 in liposomes was established as part of this study. To analyze the oligomeric status of the minimal sensor in different lipid environments, continuous wave electron paramagnetic resonance (cwEPR) spectroscopic experiments were performed. These experiments revealed that the molecular packing density of the lipids had a significant influence of the oligomerization of the spin-labeled membrane sensor: increasing packing densities resulted in sensor oligomerization. The AH-disruptive F531R mutant, in which the amphipathic character of the AH was destroyed, showed no membrane-sensitive changes in its oligomerization status.
Thus, the activation of Ire1 by lipid bilayer stress is achieved by a membrane-based mechanism. According to the current model, the AH induces a local membrane compression by inserting its large hydrophobic face into the membrane. As membrane thickness and acyl chain order are interconnected, this compression simultaneously results in an increased local disordering of lipid acyl chains. Supporting MD simulations performed by Roberto Covino and Gerhard Hummer revealed that the bilayer compression is significantly more pronounced in a densely packed lipid environment, than in a lipid environment of lower lipid packing density. Hence, the energetic cost of the local compression increases with the packing density of the membrane, but is compensated for by the oligomerization of Ire1. This minimization of energetic cost induced by the membrane deformation of Ire1 forms the basis for the activation of Ire1 by lipid bilayer stress.
The enzyme acetyl-CoA carboxylase (ACC) plays a crucial role in fatty acid metabolism. In recent years, ACC has been recognized as a promising drug target for treating different diseases. However, the role of ACC in vascular endothelial cells (ECs) has been neglected so far. To characterize the role of ACC, we used the ACC inhibitor, soraphen A, as a chemical tool, and also a gene silencing approach. We found that ACC1 was the predominant isoform in human umbilical vein ECs as well as in human microvascular ECs and that soraphen A reduced the levels of malonyl-CoA. We revealed that ACC inhibition shifted the lipid composition of EC membranes. Accordingly, membrane fluidity, filopodia formation, and migratory capacity were reduced. The antimigratory action of soraphen A depended on an increase in the cellular proportion of PUFAs and, most importantly, on a decreased level of phosphatidylglycerol. Our study provides a causal link between ACC, membrane lipid composition, and cell migration in ECs. Soraphen A represents a useful chemical tool to investigate the role of fatty acid metabolism in ECs and ACC inhibition offers a new and valuable therapeutic perspective for the treatment of EC migration-related diseases.
The enzyme acetyl-CoA carboxylase (ACC) plays a fundamental role in the fatty acid metabolism. It regulates the first and rate limiting step in the biosynthesis of fatty acids by catalyzing the carboxylation of acetyl-CoA to malonyl-CoA and exists as two different isoforms, ACC1 and ACC2. In the last few years, ACC has been reported as an attractive drug target for treating different diseases, such as insulin resistance, hepatic steatosis, dyslipidemia, obesity, metabolic syndrome and nonalcoholic fatty liver disease. An altered fatty acid metabolism is also associated with cancer cell proliferation. In general, the inhibition of ACC provides two possibilities to regulate the fatty acid metabolism: It blocks the de novo lipogenesis in lipogenic tissues and stimulates the mitochondrial fatty acid β-oxidation. Surprisingly, the role of ACC in human vascular endothelial cells has been neglected so far. This work aimed to investigate the role of the ACC/fatty acid metabolism in regulating important endothelial cell functions like proliferation, migration and tube formation.
To investigate the function of ACC, the ACC-inhibitor soraphen A as well as an siRNA-based approach were used. This study revealed that ACC1 is the predominant isoform both in human umbilical vein endothelial cells (HUVECs) and in human dermal microvascular endothelial cells (HMECs). Inhibition of ACC via soraphen A resulted in decreased levels of malonyl-CoA and shifted the lipid composition of endothelial cell membranes. Consequently, membrane fluidity, filopodia formation and the migratory capacity were attenuated. Increasing amounts of longer acyl chains within the phospholipid subgroup phosphatidylcholine (PC) were suggested to overcompensate the shift towards shorter acyl chains within phosphatidylglycerol (PG), which resulted in a dominating effect on regulating the membrane fluidity. Most importantly, this work provided a link between changes in the phospholipid composition and altered endothelial cell migration. The antimigratory effect of soraphen A was linked to a reduced amount of PG and to an increased amount of polyunsaturated fatty acids (PUFAs) within the phospholipid cell membrane. This link was unknown in the literature so far. Interestingly, a reduced filopodia formation was observed upon ACC inhibition via soraphen A, which presumably caused the impaired migratory capacity.
This work revealed a relationship between ACC/fatty acid metabolism, membrane lipid composition and endothelial cell migration. The natural compound soraphen A emerged as a valuable chemical tool to analyze the role of ACC/fatty acid metabolism in regulating important endothelial cell functions. Furthermore, regulating endothelial cell migration via ACC inhibition promises beneficial therapeutic perspectives for the treatment of cell migration-related disorders, such as ischemia reperfusion injury, diabetic angiopathy, macular degeneration, rheumatoid arthritis, wound healing defects and cancer.
Non-alcoholic steatohepatitis (NASH) - a hepatic manifestation of the metabolic syndrome - is a multifactorial disease with alarming global prevalence. It involves steatosis, inflammation and fibrosis in the liver, thus demanding multiple modes of action for robust therapeutic efficacy. Aiming to fuse complementary validated anti-NASH strategies in a single molecule, we have designed and systematically optimized a scaffold for triple activation of farnesoid X receptor (FXR), peroxisome proliferator-activated receptor (PPAR) α and PPARδ. Pilot profiling of the resulting triple modulator demonstrated target engagement in native cellular settings and in mice, rendering it a suitable tool to probe the triple modulator concept in vivo. In DIO NASH in mice, the triple agonist counteracted hepatic inflammation and reversed hepatic fibrosis highlighting the potential of designed polypharmacology in NASH.
A toolbox for the generation of chemical probes for Baculovirus IAP Repeat containing proteins
(2022)
E3 ligases constitute a large and diverse family of proteins that play a central role in regulating protein homeostasis by recruiting substrate proteins via recruitment domains to the proteasomal degradation machinery. Small molecules can either inhibit, modulate or hijack E3 function. The latter class of small molecules led to the development of selective protein degraders, such as PROTACs (PROteolysis TArgeting Chimeras), that recruit protein targets to the ubiquitin system leading to a new class of pharmacologically active drugs and to new therapeutic options. Recent efforts have focused on the E3 family of Baculovirus IAP Repeat (BIR) domains that comprise a structurally conserved but diverse 70 amino acid long protein interaction domain. In the human proteome, 16 BIR domains have been identified, among them promising drug targets such as the Inhibitors of Apoptosis (IAP) family, that typically contain three BIR domains (BIR1, BIR2, and BIR3). To date, this target area lacks assay tools that would allow comprehensive evaluation of inhibitor selectivity. As a consequence, the selectivity of current BIR domain targeting inhibitors is unknown. To this end, we developed assays that allow determination of inhibitor selectivity in vitro as well as in cellulo. Using this toolbox, we have characterized available BIR domain inhibitors. The characterized chemical starting points and selectivity data will be the basis for the generation of new chemical probes for IAP proteins with well-characterized mode of action and provide the basis for future drug discovery efforts and the development of PROTACs and molecular glues.
Computational oral absorption models, in particular PBBM models, provide a powerful tool for researchers and pharmaceutical scientists in drug discovery and formulation development, as they mimic and can describe the physiologically processes relevant to the oral absorption. PBBM models provide in vivo context to in vitro data experiments and allow for a dynamic understanding of in vivo drug disposition that is not typically provided by data from standard in vitro assays. Investigations using these models permit informed decision-making, especially regarding to formulation strategies in drug development. PBBM models, but can also be used to investigate and provide insight into mechanisms responsible for complex phenomena such as food effect in drug absorption. Although there are obviously still some gaps regarding the in silico construction of the gastrointestinal environment, ongoing research in the area of oral drug absorption (e.g. the UNGAP, AGE-POP and InPharma projects) will increase knowledge and enable improvement of these models.
PBBM can nowadays provide an alternative approach to the development of in vitro–in vivo correlations. The case studies presented in this thesis demonstrate how PBBM can address a mechanistic understanding of the negative food effect and be used to set clinically relevant dissolution specification for zolpidem immediate release tablets. In both cases, we demonstrated the importance of integrating drug properties with physiological variables to mechanistically understand and observe the impact of these parameters on oral drug absorption.
Various complex physiological processes are initiated upon food consumption, which can enhance or reduce a drug’s dissolution, solubility, and permeability and thus lead to changes in drug absorption. With improvements in modeling and simulation software and design of in vitro studies, PBBM modeling of food effects may eventually serve as a surrogate for clinical food effect studies for new doses and formulations or drugs. Furthermore, the application of these models may be even more critical in case of compounds where execution of clinical studies in healthy volunteers would be difficult (e.g., oncology drugs).
In the fourth chapter we have demonstrated the establishment of the link between biopredictive in vitro dissolution testing (QC or biorelevant method) PBBM coupled with PD modeling opens the opportunity to set truly clinically relevant specifications for drug release. This approach can be extended to other drugs regardless of its classification according to the BCS.
With the increased adoption of PBBM, we expect that best practices in development and verification of these models will be established that can eventually inform a regulatory guidance. Therefore, the application of Physiologically Based Biopharmaceutical Modelling is an area with great potential to streamline late-stage drug development and impact on regulatory approval procedures.
Meat adulteration is a global problem which undermines market fairness and harms people with allergies or certain religious beliefs. In this study, a novel framework in which a one-dimensional convolutional neural network (1DCNN) serves as a backbone and a random forest regressor (RFR) serves as a regressor, named 1DCNN-RFR, is proposed for the quantitative detection of beef adulterated with pork using electronic nose (E-nose) data. The 1DCNN backbone extracted a sufficient number of features from a multichannel input matrix converted from the raw E-nose data. The RFR improved the regression performance due to its strong prediction ability. The effectiveness of the 1DCNN-RFR framework was verified by comparing it with four other models (support vector regression model (SVR), RFR, backpropagation neural network (BPNN), and 1DCNN). The proposed 1DCNN-RFR framework performed best in the quantitative detection of beef adulterated with pork. This study indicated that the proposed 1DCNN-RFR framework could be used as an effective tool for the quantitative detection of meat adulteration.
RcsF, a proposed auxiliary regulator of the regulation of capsule synthesis (rcs) phosphorelay system, is a key element for understanding the RcsC-D-A/B signaling cascade, which is responsible for the regulation of more than 100 genes and is involved in cell division, motility, biofilm formation, and virulence. The RcsC-D-A/B system is one of the most complex bacterial signal transduction pathways, consisting of several membrane-bound and soluble proteins. RcsF is a lipoprotein attached to the outer membrane and plays an important role in activating the RcsC-d-A/B pathway. The exact mechanism of activation of the rcs phosphorelay by RcsF, however, remains unknown. We have analyzed the sequence of RcsF and identified three structural elements: 1) an N-terminal membrane-anchored helix (residues 3-13), 2) a loop (residues 14-48), and 3) a C-terminal folded domain (residues 49-134). We have determined the structure of this C-terminal domain and started to investigate its interaction with potential partners. Important features of its structure are two disulfide bridges between Cys-74 and Cys-118 and between Cys-109 and Cys-124. To evaluate the importance of this RcsF disulfide bridge network in vivo, we have examined the ability of the full-length protein and of specific Cys mutants to initiate the rcs signaling cascade. The results indicate that the Cys-74/Cys-118 and the Cys-109/Cys-124 residues correlate pairwise with the activity of RcsF. Interaction studies showed a weak interaction with an RNA hairpin. However, no interaction could be detected with reagents that are believed to activate the rcs phosphorelay, such as lysozyme, glucose, or Zn(2+) ions.
Polo-like kinase 1 (PLK1) is a crucial regulator of cell cycle progression. It is established that the activation of PLK1 depends on the coordinated action of Aurora-A and Bora. Nevertheless, very little is known about the spatiotemporal regulation of PLK1 during G2, specifically, the mechanisms that keep cytoplasmic PLK1 inactive until shortly before mitosis onset. Here, we describe PLK1 dimerization as a new mechanism that controls PLK1 activation. During the early G2 phase, Bora supports transient PLK1 dimerization, thus fine-tuning the timely regulated activation of PLK1 and modulating its nuclear entry. At late G2, the phosphorylation of T210 by Aurora-A triggers dimer dissociation and generates active PLK1 monomers that support entry into mitosis. Interfering with this critical PLK1 dimer/monomer switch prevents the association of PLK1 with importins, limiting its nuclear shuttling, and causes nuclear PLK1 mislocalization during the G2-M transition. Our results suggest a novel conformational space for the design of a new generation of PLK1 inhibitors.
Organ-on-a-chip technology has the potential to accelerate pharmaceutical drug development, improve the clinical translation of basic research, and provide personalized intervention strategies. In the last decade, big pharma has engaged in many academic research cooperations to develop organ-on-a-chip systems for future drug discoveries. Although most organ-on-a-chip systems present proof-of-concept studies, miniaturized organ systems still need to demonstrate translational relevance and predictive power in clinical and pharmaceutical settings. This review explores whether microfluidic technology succeeded in paving the way for developing physiologically relevant human in vitro models for pharmacology and toxicology in biomedical research within the last decade. Individual organ-on-a-chip systems are discussed, focusing on relevant applications and highlighting their ability to tackle current challenges in pharmacological research.