M M B ™ ethods in olecular iology Series Editor John M. Walker School of Life Sciences University of Hertfordshire Hatfield, Hertfordshire, AL10 9AB, UK For further volumes: http://www.springer.com/series/7651 Chemical Proteomics Methods and Protocols Edited by Gerard Drewes and Marcus Bantscheff Cellzome AG, Heidelberg, Germany Editors Dr. habil. Gerard Drewes Dr. Marcus Bantscheff Cellzome AG Cellzome AG Heidelberg, Germany Heidelberg, Germany [email protected] [email protected] ISSN 1064-3745 e-ISSN 1940-6029 ISBN 978-1-61779-363-9 e-ISBN 978-1-61779-364-6 DOI 10.1007/978-1-61779-364-6 Springer New York Dordrecht Heidelberg London Library of Congress Control Number: 2011937567 © Springer Science+Business Media, LLC 2012 All rights reserved. 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Printed on acid-free paper Humana Press is part of Springer Science+Business Media (www.springer.com) Preface An Overview of Chemical Proteomics: Methods and Applications The multidisciplinary science of chemical proteomics studies how small molecules of synthetic or natural origin bind to proteins and modulate their function. Scientists in the field have different backgrounds including molecular and cell biology, biochemistry, phar- macology, organic chemistry, and physics. Chemical Proteomics: Methods and Applications is directed at molecular biologists and biochemists with either an interest in small molecules themselves, e.g., in drug discovery projects, or in using small-molecule probes as research tools to study protein function. The book may also be useful for organic chemists with an interest in biology and for specialists in protein mass spectrometry. In the introductory chapters, we discuss analytical strategies for chemical proteomics projects, with a focus on the current state-of-the-art in protein mass spectrometry, and describe several examples how chemical proteomics can impact the field of drug discovery. The consecutive chapters provide detailed experimental protocols. Most chemical proteom- ics projects consist of three parts. In the first part, the chemical probe is selected or designed, and then synthesized. In the second part, the probe compound is exposed to the protein sample or cell extract. In the final part, proteins binding to the probe compound are identi- fied and often quantified. In simple applications, this is often achieved by antibody-based detection, but if the aim is the discovery of targets in an unbiased fashion, mass spectrom- etry is the method of choice. The following chapters cover all of these aspects. The first set of chapters describes how probes are generated from commercially available reagents without elaborate chemical synthesis procedures, and how the proteins binding to the probes can be analyzed by immunodetection or by mass spectrometry. Rix et al. and Saxena provide protocols for direct noncovalent affinity capture using protein kinase inhibi- tors as an example, which serves to profile the targets of these compounds and provides probes for kinase expression and activity. Ge and Sem have developed a target class-specific probe for the labeling of dehydrogenase enzymes. Kawamura and Mihai, and Codreanu et al. describe the use of biotin-conjugated probes which form covalent adducts with defined subproteomes, here consisting of adenine-binding proteins and targets of lipid electrophiles. Lenz et al. combine features of noncovalent and covalent capturing strategies in their bifunc- tional ligands designed to target methyltransferases, an emerging class of drug targets. The second set of chapters is concerned with techniques for the discovery of small- molecule targets and the probing of target function. Ong et al. describe the use of stable isotope labeling of amino acids in cell culture (SILAC) in identifying proteins that bind small-molecule probes in cell extracts. Hopf et al. perform affinity enrichment of target pro- teins on a probe matrix in the presence of competing free test compound in solution, thus enabling determination of binding potencies of the free test compound to affinity-captured proteins from cell extracts. The method employs quantitative mass spectrometry with iso- baric mass tags to determine the potencies for a large number of targets in a single analysis. Ge and Sem have developed a protocol for the detection and purification of dehydrogenase v vi Preface enzymes, which may represent targets, but also unwanted off-targets, for certain types of drugs. Kovanich et al. describe a combination of cAMP-based affinity chromatography with quantitative mass spectrometry to investigate protein kinase A complexes in extracts of cells and tissues. De Jong et al. use activity-based chemical probes to profile the activity of the proteasome, which has recently emerged as an important cancer target, in cells and tissues. The next three chapters provide innovative protocols for the study of potential drug targets by chemical cross-linking and mass spectrometry. Mueller et al. provide a method to study protein–drug interactions, and Gasilova et al. employ cross-linking and MALDI-mass spec- trometry to study ligand modulation of protein–protein interactions. Jeon et al. provide a protocol for in vivo cross-linking via time-controlled transcardiac perfusion, which in prin- ciple enables the direct analysis of protein targets in animal models. The final set of chapters is concerned with small-molecule ligand and drug discovery. Casalena et al. describe the discovery of probe compounds by utilizing compound libraries immobilized on microarrays. Wolf et al. delineate general guidelines for working with small molecules, including aspects like storage, the preparation of solutions, and the determina- tion of solubility. The chapter by de Matos et al. provides guidelines for the use of the ChEBI database, which should be very helpful for researchers tasked with the selection of a particular probe or with building a small molecule collection to purpose. They describe the Chemical Entities of Biological Interest (ChEBI) database which helps to find probe molecules with the desired structural or biological features. Finally, many researchers will consider whether their research tool compound might have the potential to be developed into a drug. Zhang delivers a lucid analysis of the features that distinguish drugs from probe molecules, and lays out a set of rules for “drug likeness.” Affinity- and activity-based chemical probes, combined with quantitative immunodetec- tion and mass spectrometry techniques, are increasingly gaining appreciation as powerful strategies for the molecular analysis of complex biological systems in homeostasis and dis- ease. We hope that the methodologies described in this volume will contribute to a wider application of chemical proteomics methods in biochemical and cell biological laboratories. Heidelberg, Germany Gerard Drewes Marcus Bantscheff Contents Preface.............................................................. v Contributors.......................................................... ix Part I IntroductIon 1 Mass Spectrometry-Based Chemoproteomic Approaches..................... 3 Marcus Bantscheff 2 Chemical Proteomics in Drug Discovery................................. 15 Gerard Drewes Part II Small moleculeS and Probe deSIgn 3 Compound Immobilization and Drug-Affinity Chromatography............... 25 Uwe Rix, Manuela Gridling, and Giulio Superti-Furga 4 Affinity-Based Chemoproteomics with Small Molecule-Peptide Conjugates....... 39 Chaitanya Saxena 5 A Chemical Proteomic Probe for Detecting Dehydrogenases: Catechol Rhodanine ................................................ 55 Xia Ge and Daniel S. Sem 6 Probing Proteomes with Benzophenone Photoprobes....................... 65 Akira Kawamura and Doina M. Mihai 7 Biotinylated Probes for the Analysis of Protein Modification by Electrophiles................................................... 77 Simona G. Codreanu, Hye-Young H. Kim, Ned A. Porter, and Daniel C. Liebler 8 Profiling of Methyltransferases and Other S-Adenosyl-l-Homocysteine- Binding Proteins by Capture Compound Mass Spectrometry................. 97 Thomas Lenz, Peter Poot, Elmar Weinhold, and Mathias Dreger Part III target dIScovery and target valIdatIon 9 Identifying Cellular Targets of Small-Molecule Probes and Drugs with Biochemical Enrichment and SILAC................................ 129 Shao-En Ong, Xiaoyu Li, Monica Schenone, Stuart L. Schreiber, and Steven A. Carr 10 Determination of Kinase Inhibitor Potencies in Cell Extracts by Competition Binding Assays and Isobaric Mass Tags..................... 141 Carsten Hopf, Dirk Eberhard, Markus Boesche, Sonja Bastuck, Birgit Dümpelfeld, and Marcus Bantscheff 11 Affinity-Based Profiling of Dehydrogenase Subproteomes.................... 157 Xia Ge and Daniel S. Sem vii viii Contents 12 Probing the Specificity of Protein–Protein Interactions by Quantitative Chemical Proteomics................................... 167 Duangnapa Kovanich, Thin Thin Aye, Albert J.R. Heck, and Arjen Scholten 13 Fluorescence-Based Proteasome Activity Profiling.......................... 183 Annemieke de Jong, Karianne G. Schuurman, Boris Rodenko, Huib Ovaa, and Celia R. Berkers 14 Chemical Cross-Linking and High-Resolution Mass Spectrometry to Study Protein–Drug Interactions.................................... 205 Mathias Q. Müller and Andrea Sinz 15 Monitoring Ligand Modulation of Protein–Protein Interactions by Chemical Cross-Linking and High-Mass MALDI Mass Spectrometry................... 219 Natalia Gasilova and Alexis Nazabal 16 Time-Controlled Transcardiac Perfusion Crosslinking for In Vivo Interactome Studies....................................... 231 Amy Hye Won Jeon and Gerold Schmitt-Ulms Part Iv lIgand dIScovery 17 Ligand Discovery Using Small-Molecule Microarrays....................... 249 Dominick E. Casalena, Dina Wassaf, and Angela N. Koehler 18 Working with Small Molecules: Preparing and Storing Stock Solutions and Determination of Kinetic Solubility.......................... 265 Andrea Wolf, Satoko Shimamura, and Friedrich B.M. Reinhard 19 A Database for Chemical Proteomics: ChEBI............................. 273 Paula de Matos, Nico Adams, Janna Hastings, Pablo Moreno, and Christoph Steinbeck 20 Working with Small Molecules: Rules-of-Thumb of “Drug Likeness” ........... 297 Ming-Qiang Zhang Index............................................................... 309 Contributors nIco adamS • Department of Genetics, University of Cambridge, Cambridge, UK thIn thIn aye • Biomolecular Mass Spectrometry and Proteomics Group, Utrecht University and Netherlands Proteomics Centre, Utrecht, The Netherlands marcuS bantScheff • Cellzome AG, Heidelberg, Germany Sonja baStuck • Cellzome AG, Heidelberg, Germany celIa r. berkerS • Division of Cell Biology II, The Netherlands Cancer Institute, Amsterdam, The Netherlands markuS boeSche • Cellzome AG, Heidelberg, Germany domInIck e. caSalena • Chemical Biology Platform, The Broad Institute of MIT and Harvard, Cambridge, MA, USA Steven a. carr • Proteomics platform, The Broad Institute of MIT and Harvard, Cambridge, MA, USA SImona g. codreanu • Vanderbilt University School of Medicine, Nashville, TN, USA annemIeke de jong • Division of Cell Biology II, The Netherlands Cancer Institute, Amsterdam, The Netherlands Paula de matoS • European Bioinformatics Institute, Hinxton, UK mathIaS dreger • caprotec bioanalytics GmbH, Berlin, Germany gerard dreweS • Cellzome AG, Heidelberg, Germany bIrgIt dümPelfeld • Cellzome AG, Heidelberg, Germany dIrk eberhard • Cellzome AG, Heidelberg, Germany natalIa gaSIlova • CovalX AG, Schlieren, Switzerland; Department of Chemistry and Applied Biosciences, ETH, Zürich, Switzerland XIa ge • Chemical Proteomics Facility at Marquette, Department of Chemistry, Marquette University, Milwaukee, WI, USA manuela grIdlIng • CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria janna haStIngS • European Bioinformatics Institute, Hinxton, UK albert j.r. heck • Biomolecular Mass Spectrometry and Proteomics Group, Utrecht University and Netherlands Proteomics Centre, Utrecht, The Netherlands carSten hoPf • Cellzome AG, Heidelberg, Germany amy hye won jeon • Tanz Centre for Research in Neurodegenerative Diseases and Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada akIra kawamura • Department of Chemistry, Hunter College of CUNY, New York, NY, USA hye-young h. kIm • Vanderbilt University School of Medicine, Nashville, TN, USA angela n. koehler • Chemical Biology Platform, The Broad Institute of MIT and Harvard, Cambridge, MA, USA duangnaPa kovanIch • Biomolecular Mass Spectrometry and Proteomics Group, Utrecht University and Netherlands Proteomics Centre, Utrecht, The Netherlands ix x Contributors thomaS lenz • caprotec bioanalytics GmbH, Berlin, Germany XIaoyu lI • Chemical Biology platform, The Broad Institute of MIT and Harvard, Cambridge, MA, USA danIel c. lIebler • Vanderbilt University School of Medicine, Nashville, TN, USA doIna m. mIhaI • Department of Chemistry, Hunter College of CUNY, New York, NY, USA Pablo moreno • European Bioinformatics Institute, Hinxton, UK mathIaS Q. müller • Department of Pharmaceutical Chemistry and Bioanalytics, Institute of Pharmacy, Martin-Luther-Universität Halle-Wittenberg, Halle (Saale), Germany aleXIS nazabal • CovalX AG, Schlieren, Switzerland Shao-en ong • Proteomics Platform, The Broad Institute of MIT and Harvard, Cambridge, MA, USA huIb ovaa • Division of Cell Biology II, The Netherlands Cancer Institute, Amsterdam, The Netherlands Peter Poot • Institute of Organic Chemistry, RWTH University, Aachen, Germany ned a. Porter • Vanderbilt University School of Medicine, Nashville, TN, USA frIedrIch b.m. reInhard • Cellzome AG, Heidelberg, Germany uwe rIX • CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria borIS rodenko • Division of Cell Biology II, The Netherlands Cancer Institute, Amsterdam, The Netherlands chaItanya SaXena • Shantani Proteome Analytics Pvt. Ltd., Pune, MH, India monIca Schenone • Proteomics platform, The Broad Institute of MIT and Harvard, Cambridge, MA, USA gerold SchmItt-ulmS • Tanz Centre for Research in Neurodegenerative Diseases and Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada arjen Scholten • Biomolecular Mass Spectrometry and Proteomics Group, Utrecht University andNetherlands Proteomics Centre, Utrecht, The Netherlands Stuart l. SchreIber • Chemical Biology Platform & Chemical Biology Program, The Broad Institute of MIT and Harvard, Cambridge, MA, USA karIanne g. Schuurman • Division of Cell Biology II, The Netherlands Cancer Institute, Amsterdam, The Netherlands danIel S. Sem • Department of Pharmaceutical Sciences, Concordia University Wisconsin, Mequon, WI, USA Satoko ShImamura • Cellzome AG, Heidelberg, Germany andrea SInz • Department of Pharmaceutical Chemistry and Bioanalytics, Institute of Pharmacy, Martin-Luther-Universität Halle-Wittenberg, Halle (Saale), Germany chrIStoPh SteInbeck • European Bioinformatics Institute, Hinxton, UK gIulIo SuPertI-furga • CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria dIna waSSaf • Chemical Biology Platform, The Broad Institute of MIT and Harvard, Cambridge, MA, USA