@phdthesis{Narkhede2018,
  author    = {Narkhede, Yogesh},
  title     = {In silico structure-based optimisation of pyrrolidine carboxamides as Mycobacterium tuberculosis enoyl-ACP reductase inhibitors},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-152468},
  school      = {Universit{\"a}t W{\"u}rzburg},
  year      = {2018},
  abstract  = {The high infection rates and recent emergence of extremely drug resistant forms of Mycobacterium tuberculosis pose a significant challenge for global health. The NADH- dependent enoyl-ACP-reductase InhA of the type II mycobacterial fatty acid biosynthesis pathway is a well-validated target for inhibiting mycobacterial growth. InhA has been shown to be inhibited by a variety of compound series. Prominent classes of InhA inhibitors from literature include diaryl ethers, pyrrolidine carboxamides and arylamides which can be subjected to further development. Despite the progress in this area, very few compounds are in clinical development phase. The present work involves a detailed computational investigation of the binding modes and structure-based optimisation of pyrrolidine carboxamides as InhA inhibitors. With substituents of widely varying bulkiness, the pyrrolidine carboxamide dataset presented a challenge for prediction of binding mode as well as affinity. Using advanced docking protocols and in-house developed pose selection procedures, the binding modes of 44 compounds were predicted. The poses from docking were used in short molecular dynamics (MD) simulations to ascertain the dominant binding conformations for the bulkier members of the series. Subsequently, an activity-based classification strategy could be developed to circumvent the affinity prediction problems observed with this dataset. The prominent motions of the bound ligand and the active site residues were then ascertained using Essential Dynamics (ED). The information from ED and literature was subsequently used to design a total of 20 compounds that were subjected to extensive in-silico evaluations. Finally, the molecular determinants of rapid-reversible binding of pyrrolidine carboxamides were investigated using long MD simulations.},
  subject      = {Tuberkelbakterium},
  language  = {en}
}
@phdthesis{Merget2015,
  author    = {Merget, Benjamin},
  title     = {Computational methods for assessing drug-target residence times in bacterial enoyl-ACP reductases and predicting small-molecule permeability for the \(Mycobacterium\) \(tuberculosis\) cell wall},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-127386},
  school      = {Universit{\"a}t W{\"u}rzburg},
  year      = {2015},
  abstract  = {\textbf{Molecular Determinants of Drug-Target Residence Times of Bacterial Enoyl-ACP Reductases.} Whereas optimization processes of early drug discovery campaigns are often affinity-driven, the drug-target residence time \$t_R\$ should also be considered due to an often strong correlation with \textit{in vivo} efficacy of compounds. However, rational optimization of \$t_R\$ is not straightforward and generally hampered by the lack of structural information about the transition states of ligand association and dissociation. The enoyl-ACP reductase FabI of the fatty acid synthesis (FAS) type II is an important drug-target in antibiotic research. InhA is the FabI enzyme of \textit{Mycobacterium tuberculosis}, which is known to be inhibited by various compound classes. Slow-onset inhibition of InhA is assumed to be associated with the ordering of the most flexible protein region, the substrate binding loop (SBL). Diphenylethers are one class of InhA inhibitors that can promote such SBL ordering, resulting in long drug-target residence times. Although these inhibitors are energetically and kinetically well characterized, it is still unclear how the structural features of a ligand affect \$t_R\$. Using classical molecular dynamics (MD) simulations, recurring conformational families of InhA protein-ligand complexes were detected and structural determinants of drug-target residence time of diphenyl\-ethers with different kinetic profiles were described. This information was used to deduce guidelines for efficacy improvement of InhA inhibitors, including 5'-substitution on the diphenylether B-ring. The validity of this suggestion was then analyzed by means of MD simulations. Moreover, Steered MD (SMD) simulations were employed to analyze ligand dissociation of diphenylethers from the FabI enzyme of \textit{Staphylococcus aureus}. This approach resulted in a very accurate and quantitative linear regression model of the experimental \$ln(t_R)\$ of these inhibitors as a function of the calculated maximum free energy change of induced ligand extraction. This model can be used to predict the residence times of new potential inhibitors from crystal structures or valid docking poses. Since correct structural characterization of the intermediate enzyme-inhibitor state (EI) and the final state (EI*) of two-step slow-onset inhibition is crucial for rational residence time optimization, the current view of the EI and EI* states of InhA was revisited by means of crystal structure analysis, MD and SMD simulations. Overall, the analyses affirmed that the EI* state is a conformation resembling the 2X23 crystal structure (with slow-onset inhibitor \textbf{PT70}), whereas a twist of residues Ile202 and Val203 with a further opened helix \$\alpha 6\$ corresponds to the EI state. Furthermore, MD simulations emphasized the influence of close contacts to symmetry mates in the SBL region on SBL stability, underlined by the observation that an MD simulation of \textbf{PT155} chain A with chain B' of a symmetry mate in close proximity of the SBL region showed significantly more stable loops, than a simulation of the tetrameric assembly. Closing Part I, SMD simulations were employed which allow the delimitation of slow-onset InhA inhibitors from rapid reversible ligands. \textbf{Prediction of \textit{Mycobacterium tuberculosis} Cell Wall Permeability.} The cell wall of \textit{M. tuberculosis} hampers antimycobacterial drug design due to its unique composition, providing intrinsic antibiotic resistance against lipophilic and hydrophilic compounds. To assess the druggability space of this pathogen, a large-scale data mining endeavor was conducted, based on multivariate statistical analysis of differences in the physico-chemical composition of a normally distributed drug-like chemical space and a database of antimycobacterial--and thus very likely permeable--compounds. The approach resulted in the logistic regression model MycPermCheck, which is able to predict the permeability probability of small organic molecules based on their physico-chemical properties. Evaluation of MycPermCheck suggests a high predictive power. The model was implemented as a freely accessible online service and as a local stand-alone command-line version. Methodologies and findings from both parts of this thesis were combined to conduct a virtual screening for antimycobacterial substances. MycPermCheck was employed to screen the chemical permeability space of \textit{M. tuberculosis} from the entire ZINC12 drug-like database. After subsequent filtering steps regarding ADMET properties, InhA was chosen as an exemplary target. Docking to InhA led to a principal hit compound, which was further optimized. The quality of the interaction of selected derivatives with InhA was subsequently evaluated using MD and SMD simulations in terms of protein and ligand stability, as well as maximum free energy change of induced ligand egress. The results of the presented computational experiments suggest that compounds with an indole-3-acethydrazide scaffold might constitute a novel class of InhA inhibitors, worthwhile of further investigation.},
  subject      = {Computational chemistry},
  language  = {en}
}
@phdthesis{Vogel2015,
  author    = {Vogel, Simon},
  title     = {Untersuchungen von Thiazolidindionen und verwandten F{\"u}nfringheterozyklen als Leitstruktur potenzieller Inhibitoren der Enoyl-ACP-Reduktase InhA des Mycobacterium tuberculosis},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-113792},
  school      = {Universit{\"a}t W{\"u}rzburg},
  year      = {2015},
  abstract  = {Weltweit z{\"a}hlt die Tuberkulose zu den t{\"o}dlichsten und am weitesten verbreiteten Infektionskrankheiten. Missst{\"a}nde in der ohnehin komplexen Therapie einerseits und fehlende Entwicklung neuartiger ad{\"a}quater Wirkstoffe andererseits, f{\"u}hrten zur Entstehung von multi- und sogar total-resistenten Keimen. Der Haupterreger ist das Mycobacterium tuberculosis. Charakteristisch f{\"u}r Mykobakterien ist eine dicke und undurchl{\"a}ssige wachsartige Zellwand mit einem großen Anteil an bestimmten Fetts{\"a}uren. Die mykobakterielle Biosynthese dieser Fetts{\"a}uren unterscheidet sich stark von eukaryotischen Zellen. Die selektive Beeinflussung dieses Systems f{\"u}hrt zu nicht {\"u}berlebensf{\"a}higen Mykobakterien und stellt somit ein idealer Angriffspunkt f{\"u}r Arzneistoffe dar. Die vorliegende Arbeit befasst sich mit der Entwicklung neuartiger direkter Hemmstoffe von InhA, einem f{\"u}r den Zellwandaufbau des Mycobacterium tuberculosis essenziellem Enzym. Es wurden zwei photometrische gekoppelt-enzymatische Assay-Systeme im 96-Well-Format entwickelt, die sich das Absorptions- bzw. Fluoreszenzverhalten des Coenzyms NADH zu Nutze machen. Das hierzu ben{\"o}tigte Enzym InhA wurde {\"u}berexprimiert und aufgereinigt. Mehrere Synthesemethoden f{\"u}r das im Testverfahren verwendete Substrat 2-trans-Octenoyl-CoA (2toCoA) wurden etabliert. Die etablierten Assay-Systeme wurden mit Hilfe von Positivkontrollen validiert. Grundlegende Experimente zur Errichtung einer substratunabh{\"a}ngigen orthogonalen Methode mittels MST wurden get{\"a}tigt. Basierend auf den Ergebnissen eines in Vorarbeiten durchgef{\"u}hrten virtuellen Screenings wurden erste potenzielle Inhibitoren kommerziell erworben und getestet. Nachfolgend wurde mit der Synthese von Derivaten begonnen, welche auf iterativem Wege optimiert wurden (Testung - Docking - Synthese neuer Derivate). Hierdurch wurde eine umfassende Substanzbibliothek bestehend aus insgesamt 254 Verbindungen aufgebaut. Diese setzte sich aus unterschiedlich substituierten Thiazolidin-2,4-dionen- und Thiazolin-2-on-Derivaten, Derivaten der {\"a}hnlich strukturierten F{\"u}nfring-Heterozyklen Rhodanine, Thiohydantoine und Hydantoine und weiteren Strukturklassen bestehend aus Biphenylether-, Pyrrolidoncarboxamid-, Pyridon- und Sulfonamid-Derivaten zusammen. Die Verbindungen wurden entweder selbst synthetisiert, kommerziell erworben oder von Kooperationspartnern bezogen. Neben der Etablierung zuverl{\"a}ssiger und effizienter Syntheserouten stand hierbei ebenso die strukturelle Aufkl{\"a}rung der stereochemischen Verh{\"a}ltnisse der Produkte im Mittelpunkt. Die Verbindungen der aufgebauten Substanzbibliothek wurden mit dem etablierten InhA-Testsystem auf ihre inhibitorischen Eigenschaften gegen{\"u}ber InhA untersucht. Soweit m{\"o}glich wurden Struktur-Aktivit{\"a}tsbeziehungen abgeleitet. Insbesondere einige disubstituierte Thiazolidindione zeigten eine schwache Hemmung von bis zu 25 \%. Die zur Aufkl{\"a}rung des Inhibitionsmechanismus durchgef{\"u}hrten Experimente deuten auf eine unkompetitive Hemmung hin. Bei den direkten Testungen an Mykobakterien konnten die inhibitorischen Eigenschaften hingegen nicht best{\"a}tigt werden. Weiterhin wurden Testungen an Cystein- und Serin-Proteasen von Erregern anderer Infektionskrankheiten durchgef{\"u}hrt. Das Thiazolinon SV102 wurde hierbei als nicht-kompetitiver Hemmstoff von Cathepsin B mit einem Ki-Wert von 1.3 µM identifiziert. Die Synthese und Testung weiterer Thiazolin-2-on-Derivate sowie Cokristallisationsversuche mit Cathepsin B sind somit in Betracht zu ziehen. Die getesteten Thiazolidindion-Derivate der Substanzbibliothek zeigten hierbei mittelstarke bis gute Hemmeigenschaften, die ebenfalls an den Erregern beobachtbar waren. Relativiert werden diese vielversprechenden Ergebnisse allerdings durch eine ebenfalls zu beobachtende Zytotoxizit{\"a}t. Weiterhin konnte eine antibakterielle Wirkung der untersuchten Verbindungen in zellul{\"a}ren Assay-Systemen nicht gezeigt werden. Abschließend wurde die Eignung der Thiazolidindione und verwandter F{\"u}nfringheterozyklen als Leitstruktur f{\"u}r potenzielle InhA-Inhibitoren, aber auch die Eignung dieser Verbindungsklasse als potenzielle Leitstruktur per se diskutiert.},
  subject      = {Thiazolidindione},
  language  = {de}
}