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Progress towards a public chemogenomic set for protein kinases and a call for contributions (2017)
Drewry, David H. ; Wells, Carrow I. ; Andrews, David M. ; Angell, Richard ; Al-Ali, Hassan ; Axtman, Alison D. ; Capuzz, Stephen J. ; Elkins, Jonathan M. ; Ettmayer, Peter ; Frederiksen, Mathias ; Gileadi, Opher ; Gray, Nathanael ; Hooper, Alice ; Knapp, Stefan ; Laufer, Stefan ; Lücking, Ulrich ; Michaelides, Michael ; Müller, Susanne ; Muratov, Eugene ; Denny, R. Aldrin ; Saikatendu, Kumar S. ; Treiber, Daniel K. ; Zuercher, William J. ; Willson, Timothy M.
Protein kinases are highly tractable targets for drug discovery. However, the biological function and therapeutic potential of the majority of the 500+ human protein kinases remains unknown. We have developed physical and virtual collections of small molecule inhibitors, which we call chemogenomic sets, that are designed to inhibit the catalytic function of almost half the human protein kinases. In this manuscript we share our progress towards generation of a comprehensive kinase chemogenomic set (KCGS), release kinome profiling data of a large inhibitor set (Published Kinase Inhibitor Set 2 (PKIS2)), and outline a process through which the community can openly collaborate to create a KCGS that probes the full complement of human protein kinases.
Androgen receptor deregulation drives bromodomain-mediated chromatin alterations in prostate cancer (2017)
Urbanucci, Alfonso ; Barfeld, Stefan J. ; Kytölä, Ville ; Itkonen, Harri M. ; Coleman, Ilsa M. ; Vodák, Daniel ; Sjöblom, Liisa ; Sheng, Xia ; Tolonen, Teemu ; Minner, Sarah ; Burdelski, Christoph ; Kivinummi, Kati K. ; Kohvakka, Annika ; Kregel, Steven ; Takhar, Mandeep ; Alshalalfa, Mohammed ; Davicioni, Elai ; Erho, Nicholas ; Lloyd, Paul ; Karnes, R. Jeffrey ; Ross, Ashley E. ; Schaeffer, Edward M. ; Vander Griend, Donald J. ; Knapp, Stefan ; Corey, Eva ; Feng, Felix Y. ; Nelson, Peter S. ; Saatcioglu, Fahri ; Knudsen, Karen E. ; Tammela, Teuvo L. J. ; Sauter, Guido ; Schlomm, Thorsten ; Nykter, Matti ; Visakorpi, Tapio ; Mills, Ian G.
Global changes in chromatin accessibility may drive cancer progression by reprogramming transcription factor (TF) binding. In addition, histone acetylation readers such as bromodomain-containing protein 4 (BRD4) have been shown to associate with these TFs and contribute to aggressive cancers including prostate cancer (PC). Here, we show that chromatin accessibility defines castration-resistant prostate cancer (CRPC). We show that the deregulation of androgen receptor (AR) expression is a driver of chromatin relaxation and that AR/androgen-regulated bromodomain-containing proteins (BRDs) mediate this effect. We also report that BRDs are overexpressed in CRPCs and that ATAD2 and BRD2 have prognostic value. Finally, we developed gene stratification signature (BROMO-10) for bromodomain response and PC prognostication, to inform current and future trials with drugs targeting these processes. Our findings provide a compelling rational for combination therapy targeting bromodomains in selected patients in which BRD-mediated TF binding is enhanced or modified as cancer progresses.
Structure-based identification of inhibitory fragments targeting the p300/CBP-associated factor bromodomain (2016)
Chaikuad, Apirat ; Lang, Steffen ; Brennan, Paul E. ; Temperini, Claudia ; Fedorov, Oleg ; Hollander, Johan ; Nachane, Ruta ; Abell, Chris ; Müller, Susanne ; Siegal, Gregg ; Knapp, Stefan
The P300/CBP-associated factor plays a central role in retroviral infection and cancer development, and the C-terminal bromodomain provides an opportunity for selective targeting. Here, we report several new classes of acetyl-lysine mimetic ligands ranging from mM to low micromolar affinity that were identified using fragment screening approaches. The binding modes of the most attractive fragments were determined using high resolution crystal structures providing chemical starting points and structural models for the development of potent and selective PCAF inhibitors.
Large-Scale Recombinant Production of the SARS-CoV-2 Proteome for High-Throughput and Structural Biology Applications (2021)
Altınçekiç, Nadide ; Korn, Sophie Marianne ; Qureshi, Nusrat Shahin ; Dujardin, Marie ; Ninot-Pedrosa, Martí ; Abele, Rupert ; Abi Saad, Marie Jose ; Alfano, Caterina ; Almeida, Fabio C. L. ; Alshamleh, Islam ; Amorim, Gisele Cardoso de ; Anderson, Thomas K. ; Anobom, Cristiane D. ; Anorma, Chelsea ; Bains, Jasleen Kaur ; Bax, Adriaan ; Blackledge, Martin ; Blechar, Julius ; Böckmann, Anja ; Brigandat, Louis ; Bula, Anna ; Bütikofer, Matthias ; Camacho-Zarco, Aldo R. ; Carlomagno, Teresa ; Caruso, Icaro Putinhon ; Ceylan, Betül ; Chaikuad, Apirat ; Chu, Feixia ; Cole, Laura ; Crosby, Marquise G. ; De Jesus, Vanessa ; Dhamotharan, Karthikeyan ; Felli, Isabella C. ; Ferner, Jan ; Fleischmann, Yanick ; Fogeron, Marie-Laure ; Fourkiotis, Nikolaos K. ; Fuks, Christin ; Fürtig, Boris ; Gallo, Angelo ; Gande, Santosh L. ; Gerez, Juan Atilio ; Ghosh, Dhiman ; Gomes-Neto, Francisco ; Gorbatyuk, Oksana ; Guseva, Serafima ; Hacker, Carolin ; Häfner, Sabine ; Hao, Bing ; Hargittay, Bruno ; Henzler-Wildman, Katherine ; Hoch, Jeffrey C. ; Hohmann, Katharina F. ; Hutchison, Marie T. ; Jaudzems, Kristaps ; Jović, Katarina ; Kaderli, Janina ; Kalnins, Gints ; Kanepe, Iveta ; Kirchdoerfer, Robert N. ; Kirkpatrick, John ; Knapp, Stefan ; Krishnathas, Robin ; Kutz, Felicitas ; Zur Lage, Susanne ; Lambertz, Roderick ; Lang, Andras ; Laurents, Douglas ; Lecoq, Lauriane ; Linhard, Verena ; Löhr, Frank ; Malki, Anas ; Bessa, Luiza Mamigonian ; Martin, Rachel W. ; Matzel, Tobias ; Maurin, Damien ; McNutt, Seth W. ; Mebus-Antunes, Nathane Cunha ; Meier, Beat H. ; Meiser, Nathalie ; Mompeán, Miguel ; Monaca, Elisa ; Montserret, Roland ; Perez, Laura Mariño ; Moser, Celine ; Muhle-Goll, Claudia ; Neves-Martins, Thais Cristtina ; Ni, Xiamonin ; Norton-Baker, Brenna ; Pierattelli, Roberta ; Pontoriero, Letizia ; Pustovalova, Yulia ; Ohlenschläger, Oliver ; Orts, Julien ; Poian, Andrea T. da ; Pyper, Dennis J. ; Richter, Christian ; Riek, Roland ; Rienstra, Chad M. ; Robertson, Angus ; Pinheiro, Anderson S. ; Sabbatella, Raffaele ; Salvi, Nicola ; Saxena, Krishna ; Schulte, Linda ; Schiavina, Marco ; Schwalbe, Harald ; Silber, Mara ; Almeida, Marcius da Silva ; Sprague-Piercy, Marc A. ; Spyroulias, Georgios A. ; Sreeramulu, Sridhar ; Tants, Jan-Niklas ; Tars, Kaspars ; Torres, Felix ; Töws, Sabrina ; Trevino, Miguel A. ; Trucks, Sven ; Tsika, Aikaterini C. ; Varga, Krisztina ; Wang, Ying ; Weber, Marco E. ; Weigand, Julia E. ; Wiedemann, Christoph ; Wirmer-Bartoschek, Julia ; Wirtz Martin, Maria Alexandra ; Zehnder, Johannes ; Hengesbach, Martin ; Schlundt, Andreas
The highly infectious disease COVID-19 caused by the Betacoronavirus SARS-CoV-2 poses a severe threat to humanity and demands the redirection of scientific efforts and criteria to organized research projects. The international COVID19-NMR consortium seeks to provide such new approaches by gathering scientific expertise worldwide. In particular, making available viral proteins and RNAs will pave the way to understanding the SARS-CoV-2 molecular components in detail. The research in COVID19-NMR and the resources provided through the consortium are fully disclosed to accelerate access and exploitation. NMR investigations of the viral molecular components are designated to provide the essential basis for further work, including macromolecular interaction studies and high-throughput drug screening. Here, we present the extensive catalog of a holistic SARS-CoV-2 protein preparation approach based on the consortium’s collective efforts. We provide protocols for the large-scale production of more than 80% of all SARS-CoV-2 proteins or essential parts of them. Several of the proteins were produced in more than one laboratory, demonstrating the high interoperability between NMR groups worldwide. For the majority of proteins, we can produce isotope-labeled samples of HSQC-grade. Together with several NMR chemical shift assignments made publicly available on covid19-nmr.com, we here provide highly valuable resources for the production of SARS-CoV-2 proteins in isotope-labeled form.
DNA damage in oocytes induces a switch of the quality control factor TAp63α from dimer to tetramer (2011)
Deutsch, Gregor ; Zielonka, Elisabeth M. ; Coutandin, Daniel ; Weber, Tobias Alexander ; Schäfer, Birgit ; Hannewald, Jens ; Luh, Laura Martina ; Durst, Florian ; Ibrahim, Mohamed ; Hoffmann, Jan ; Niesen, Frank H. ; Sentürk, Aycan ; Kunkel, Hana ; Brutschy, Bernd ; Schleiff, Enrico ; Knapp, Stefan ; Acker-Palmer, Amparo ; Grez, Manuel ; McKeon, Frank ; Dötsch, Volker
TAp63a, a homolog of the p53 tumor suppressor, is a quality control factor in the female germline. Remarkably, already undamaged oocytes express high levels of the protein, suggesting that TAp63a’s activity is under tight control of an inhibitory mechanism. Biochemical studies have proposed that inhibition requires the C-terminal transactivation inhibitory domain. However, the structural mechanism of TAp63a inhibition remains unknown. Here, we show that TAp63a is kept in an inactive dimeric state. We reveal that relief of inhibition leads to tetramer formation with ~20-fold higher DNA affinity. In vivo, phosphorylation-triggered tetramerization of TAp63a is not reversible by dephosphorylation. Furthermore, we show that a helix in the oligomerization domain of p63 is crucial for tetramer stabilization and competes with the transactivation domain for the same binding site. Our results demonstrate how TAp63a is inhibited by complex domain-domain interactions that provide the basis for regulating quality control in oocytes.
Characterization of a dual BET/HDAC inhibitor for treatment of pancreatic ductal adenocarcinoma (2020)
Zhang, Xin ; Zegar, Tim ; Weiser, Tim ; Hamdan, Feda' Hisham Moh'd ; Berger, Benedict-Tilman ; Lucas, Romain ; Balourdas, Dimitrios‐IIias ; Ladigan, Swetlana ; Cheung, Phyllis F. ; Liffers, Sven‐Thorsten ; Trajkovic‐Arsic, Marija ; Scheffler, Björn ; Jörger, Andreas C. ; Hahn, Stephan A. ; Johnsen, Steven A. ; Knapp, Stefan ; Siveke, Jens Thomas
Pancreatic ductal adenocarcinoma (PDAC) is resistant to virtually all chemo‐ and targeted therapeutic approaches. Epigenetic regulators represent a novel class of drug targets. Among them, BET and HDAC proteins are central regulators of chromatin structure and transcription, and preclinical evidence suggests effectiveness of combined BET and HDAC inhibition in PDAC. Here, we describe that TW9, a newly generated adduct of the BET inhibitor (+)‐JQ1 and class I HDAC inhibitor CI994, is a potent dual inhibitor simultaneously targeting BET and HDAC proteins. TW9 has a similar affinity to BRD4 bromodomains as (+)‐JQ1 and shares a conserved binding mode, but is significantly more active in inhibiting HDAC1 compared to the parental HDAC inhibitor CI994. TW9 was more potent in inhibiting tumor cell proliferation compared to (+)‐JQ1, CI994 alone or combined treatment of both inhibitors. Sequential administration of gemcitabine and TW9 showed additional synergistic antitumor effects. Microarray analysis revealed that dysregulation of a FOSL1‐directed transcriptional program contributed to the antitumor effects of TW9. Our results demonstrate the potential of a dual chromatin‐targeting strategy in the treatment of PDAC and provide a rationale for further development of multitarget inhibitors.
A toolbox for the generation of chemical probes for Baculovirus IAP Repeat containing proteins (2022)
Schwalm, Martin P. ; Berger, Lena M. ; Meuter, Maximilian N. ; Vasta, James D. ; Corona, Cesear R. ; Röhm, Sandra ; Berger, Benedict-Tilman ; Farges, Frederic ; Beinert, Sebastian M. ; Preuß, Franziska Friederike ; Morasch, Viktoria ; Rogov, Vladimir V. ; Mathea, Sebastian ; Saxena, Krishna ; Robers, Matthew B. ; Müller, Susanne ; Knapp, Stefan
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.
The Kinase Chemogenomic Set (KCGS): an open science resource for kinase vulnerability identification (2021)
Wells, Carrow I. ; Al-Ali, Hassan ; Andrews, David M. ; Asquith, Christopher R. M. ; Axtman, Alison D. ; Đikić, Ivan ; Ebner, Daniel ; Ettmayer, Peter ; Fischer, Christian ; Frederiksen, Mathias ; Futrell, Robert E. ; Gray, Nathanael S. ; Hatch, Stephanie B. ; Knapp, Stefan ; Lücking, Ulrich ; Michaelides, Michael ; Mills, Caitlin E. ; Müller, Susanne ; Owen, Dafydd ; Picado, Alfredo ; Saikatendu, Kumar S. ; Schröder, Martin ; Stolz, Alexandra ; Tellechea, Mariana ; Turunen, Brandon J. ; Vilar, Santiago ; Wang, Jinhua ; Zuercher, William J. ; Willson, Timothy M. ; Drewry, David H.
We describe the assembly and annotation of a chemogenomic set of protein kinase inhibitors as an open science resource for studying kinase biology. The set only includes inhibitors that show potent kinase inhibition and a narrow spectrum of activity when screened across a large panel of kinase biochemical assays. Currently, the set contains 187 inhibitors that cover 215 human kinases. The kinase chemogenomic set (KCGS), current Version 1.0, is the most highly annotated set of selective kinase inhibitors available to researchers for use in cell-based screens.
Statistical analysis on the performance of molecular mechanics Poisson–Boltzmann surface area versus absolute binding free energy calculations: Bromodomains as a case study (2017)
Aldeghi, Matteo ; Bodkin, Michael J. ; Knapp, Stefan ; Biggin, Philip C.
Binding free energy calculations that make use of alchemical pathways are becoming increasingly feasible thanks to advances in hardware and algorithms. Although relative binding free energy (RBFE) calculations are starting to find widespread use, absolute binding free energy (ABFE) calculations are still being explored mainly in academic settings due to the high computational requirements and still uncertain predictive value. However, in some drug design scenarios, RBFE calculations are not applicable and ABFE calculations could provide an alternative. Computationally cheaper end-point calculations in implicit solvent, such as molecular mechanics Poisson–Boltzmann surface area (MMPBSA) calculations, could too be used if one is primarily interested in a relative ranking of affinities. Here, we compare MMPBSA calculations to previously performed absolute alchemical free energy calculations in their ability to correlate with experimental binding free energies for three sets of bromodomain–inhibitor pairs. Different MMPBSA approaches have been considered, including a standard single-trajectory protocol, a protocol that includes a binding entropy estimate, and protocols that take into account the ligand hydration shell. Despite the improvements observed with the latter two MMPBSA approaches, ABFE calculations were found to be overall superior in obtaining correlation with experimental affinities for the test cases considered. A difference in weighted average Pearson () and Spearman () correlations of 0.25 and 0.31 was observed when using a standard single-trajectory MMPBSA setup ( = 0.64 and = 0.66 for ABFE; = 0.39 and = 0.35 for MMPBSA). The best performing MMPBSA protocols returned weighted average Pearson and Spearman correlations that were about 0.1 inferior to ABFE calculations: = 0.55 and = 0.56 when including an entropy estimate, and = 0.53 and = 0.55 when including explicit water molecules. Overall, the study suggests that ABFE calculations are indeed the more accurate approach, yet there is also value in MMPBSA calculations considering the lower compute requirements, and if agreement to experimental affinities in absolute terms is not of interest. Moreover, for the specific protein–ligand systems considered in this study, we find that including an explicit ligand hydration shell or a binding entropy estimate in the MMPBSA calculations resulted in significant performance improvements at a negligible computational cost.
Dietary compound resveratrol is a pan-BET bromodomain inhibitor (2017)
Dutra, Luiz Antonio ; Heidenreich, David ; Bernardes da Silva, Gabriel Dalio ; Chin, Chung Man ; Knapp, Stefan ; Santos, Jean Leandro dos
The chemopreventive and anticancer effects of resveratrol (RSV) are widely reported in the literature. Specifically, mechanisms involving epigenetic regulation are promising targets to regulate tumor development. Bromodomains act as epigenetic readers by recognizing lysine acetylation on histone tails and boosting gene expression in order to regulate tissue-specific transcription. In this work, we showed that RSV is a pan-BET inhibitor. Using Differential Scanning Fluorimetry (DSF), we showed that RSV at 100 µM increased the melting temperature (∆Tm) of BET bromodomains by around 2.0 °C. The micromolar dissociation constant (Kd) range was characterized using Isothermal Titration Calorimetry (ITC). The RSV Kd value accounted to 6.6 µM in case of BRD4(1). Molecular docking proposed the binding mode of RSV against BRD4(1) mimicking the acetyl-lysine interactions. All these results suggest that RSV can also recognize epigenetic readers domains by interacting with BET bromodomains.
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