Target identification of natural medicine with chemical proteomics approach: probe synthesis, target fishing and protein identification

Natural products are an important source of new drugs for the treatment of various diseases. However, developing natural product-based new medicines through random moiety modification is a lengthy and costly process, due in part to the difficulties associated with comprehensively understanding the mechanism of action and the side effects. Identifying the protein targets of natural products is an effective strategy, but most medicines interact with multiple protein targets, which complicate this process. In recent years, an increasing number of researchers have begun to screen the target proteins of natural products with chemical proteomics approaches, which can provide a more comprehensive array of the protein targets of active small molecules in an unbiased manner. Typically, chemical proteomics experiments for target identification consist of two key steps: (1) chemical probe design and synthesis and (2) target fishing and identification. In recent decades, five different types of chemical proteomic probes and their respective target fishing methods have been developed to screen targets of molecules with different structures, and a variety of protein identification approaches have been invented. Presently, we will classify these chemical proteomics approaches, the application scopes and characteristics of the different types of chemical probes, the different protein identification methods, and the advantages and disadvantages of these strategies.

[1]  Jennifer A. Prescher,et al.  Functionalized cyclopropenes as bioorthogonal chemical reporters. , 2012, Journal of the American Chemical Society.

[2]  Agostino Casapullo,et al.  Chemical proteomics-driven discovery of oleocanthal as an Hsp90 inhibitor. , 2013, Chemical communications.

[3]  S. Schreiber,et al.  GTP-dependent binding of the antiproliferative agent didemnin to elongation factor 1 alpha. , 1994, The Journal of biological chemistry.

[4]  G. Schneider,et al.  Counting on Natural Products for Drug Design , 2016 .

[5]  Riitta Lahesmaa,et al.  Analysis of the plasma proteome using iTRAQ and TMT-based Isobaric labeling. , 2018, Mass spectrometry reviews.

[6]  Kai A. Reidegeld,et al.  Protein labeling by iTRAQ: A new tool for quantitative mass spectrometry in proteome research , 2007, Proteomics.

[7]  Peng-Fei Tu,et al.  Simultaneous analysis of multiple bioactive constituents in Rheum tanguticum Maxim. ex Balf. by high-performance liquid chromatography coupled to tandem mass spectrometry. , 2007, Rapid communications in mass spectrometry : RCM.

[8]  F Gharahdaghi,et al.  Mass spectrometric identification of proteins from silver‐stained polyacrylamide gel: A method for the removal of silver ions to enhance sensitivity , 1999, Electrophoresis.

[9]  Kevin P Williams,et al.  Identification of a DYRK1A-mediated phosphorylation site within the nuclear localization sequence of the hedgehog transcription factor GLI1. , 2017, Biochemical and biophysical research communications.

[10]  B. Cravatt,et al.  Mapping Protein Targets of Bioactive Small Molecules Using Lipid-Based Chemical Proteomics. , 2017, ACS chemical biology.

[11]  Benjamin F. Cravatt,et al.  Chemical Proteomics Identifies Druggable Vulnerabilities in a Genetically Defined Cancer , 2017, Cell.

[12]  J Mottram,et al.  Intracellular targets of cyclin-dependent kinase inhibitors: identification by affinity chromatography using immobilised inhibitors. , 2000, Chemistry & biology.

[13]  Han-Ming Shen,et al.  Target identification with quantitative activity based protein profiling (ABPP) , 2017, Proteomics.

[14]  Jia Zhou,et al.  Discovery and Development of Natural Product Oridonin‐Inspired Anticancer Agents , 2016 .

[15]  B. Cravatt,et al.  Proteome-wide Mapping of Cholesterol-Interacting Proteins in Mammalian Cells , 2013, Nature Methods.

[16]  Christoph Bock,et al.  Artemisinins Target GABAA Receptor Signaling and Impair α Cell Identity , 2017, Cell.

[17]  María Queralt-Martín,et al.  Multiple neurosteroid and cholesterol binding sites in voltage-dependent anion channel-1 determined by photo-affinity labeling. , 2019, Biochimica et biophysica acta. Molecular and cell biology of lipids.

[18]  Rozbeh Jafari,et al.  Cellular Thermal Shift Assay Monitoring Drug Target Engagement in Cells and Tissues Using the , 2014 .

[19]  D. Newman,et al.  Natural products as sources of new drugs over the last 25 years. , 2007, Journal of natural products.

[20]  Bin Liu,et al.  Haem-activated promiscuous targeting of artemisinin in Plasmodium falciparum , 2015, Nature Communications.

[21]  Niu Huang,et al.  Exploring the Binding Proteins of Glycolipids with Bifunctional Chemical Probes. , 2016, Angewandte Chemie.

[22]  Ming-Bo Zhao,et al.  Tetralones and Flavonoids from Pyrola calliantha , 2007, Chemistry & biodiversity.

[23]  Yan Li,et al.  Identification and validation of p50 as the cellular target of eriocalyxin B , 2014, Oncotarget.

[24]  Zongru Guo,et al.  The modification of natural products for medical use , 2016, Acta pharmaceutica Sinica. B.

[25]  Wenyue Liu,et al.  Identification of bioactive anti-angiogenic components targeting tumor endothelial cells in Shenmai injection using multidimensional pharmacokinetics , 2019, Acta pharmaceutica Sinica. B.

[26]  Ian Collins,et al.  Photoaffinity labeling in target- and binding-site identification. , 2015, Future medicinal chemistry.

[27]  G. Superti-Furga,et al.  Target profiling of small molecules by chemical proteomics. , 2009, Nature chemical biology.

[28]  M. Fitzgerald,et al.  Thermodynamic analysis of protein-ligand interactions in complex biological mixtures using a shotgun proteomics approach. , 2011, Journal of proteome research.

[29]  Michael K. Coleman,et al.  Statistical analysis of membrane proteome expression changes in Saccharomyces cerevisiae. , 2006, Journal of proteome research.

[30]  Lloyd M Smith,et al.  Mixed isotope photoaffinity reagents for identification of small-molecule targets by mass spectrometry. , 2006, Angewandte Chemie.

[31]  Matthias Mann,et al.  SILAC-based quantitative proteomics using mass spectrometry quantifies endoplasmic reticulum stress in whole HeLa cells , 2019, Disease Models & Mechanisms.

[32]  G. Drewes,et al.  Tracking cancer drugs in living cells by thermal profiling of the proteome , 2014, Science.

[33]  P. Clemons,et al.  Target identification and mechanism of action in chemical biology and drug discovery. , 2013, Nature chemical biology.

[34]  S. Horinouchi,et al.  Radicicol Binds and Inhibits Mammalian ATP Citrate Lyase* , 2000, The Journal of Biological Chemistry.

[35]  Kai Liu,et al.  Activity‐Based Protein Profiling: Recent Advances in Probe Development and Applications , 2015, Chembiochem : a European journal of chemical biology.

[36]  Xiaoguang Lei,et al.  Chemoproteomic Profiling of Bile Acid Interacting Proteins , 2017, ACS central science.

[37]  Karunakaran A Kalesh,et al.  Target profiling of zerumbone using a novel cell-permeable clickable probe and quantitative chemical proteomics. , 2015, Chemical communications.

[38]  Peng-Fei Tu,et al.  Six Insecticidal Isoryanodane Diterpenoids from the Bark and Twigs of Itoa orientalis. , 2008 .

[39]  R. Milo,et al.  Dynamic Proteomics of Individual Cancer Cells in Response to a Drug , 2008, Science.

[40]  Yinliang Yang,et al.  Target profiling of 4-hydroxyderricin in S. aureus reveals seryl-tRNA synthetase binding and inhibition by covalent modification. , 2013, Molecular bioSystems.

[41]  Anna E Speers,et al.  Activity‐Based Protein Profiling (ABPP) and Click Chemistry (CC)–ABPP by MudPIT Mass Spectrometry , 2009, Current protocols in chemical biology.

[42]  Yifeng Chai,et al.  Identification of Annexin A2 as a target protein for plant alkaloid matrine. , 2017, Chemical communications.

[43]  Erin E. Carlson,et al.  Natural products as chemical probes. , 2010, ACS chemical biology.

[44]  A Gouyette,et al.  Synthesis of deuterium-labelled elliptinium and its use in metabolic studies. , 1988, Biomedical & environmental mass spectrometry.

[45]  Robert P. St.Onge,et al.  The Chemical Genomic Portrait of Yeast: Uncovering a Phenotype for All Genes , 2008, Science.

[46]  Shao Q Yao,et al.  Proteome profiling reveals potential cellular targets of staurosporine using a clickable cell-permeable probe. , 2011, Chemical communications.

[47]  M. Wright,et al.  Chemical proteomics approaches for identifying the cellular targets of natural products , 2016, Natural product reports.

[48]  Steven R. Tannenbaum,et al.  In situ Proteomic Profiling of Curcumin Targets in HCT116 Colon Cancer Cell Line , 2016, Scientific Reports.

[49]  Irini Angelidaki,et al.  iTRAQ quantitative proteomic analysis reveals the pathways for methanation of propionate facilitated by magnetite. , 2017, Water research.

[50]  Chang-Ho Ahn,et al.  Interferes with β-Catenin Function through Y 593 phospho-p 68 RNA Helicase † , 2015 .

[51]  Fan Yang,et al.  A Dimethyl-Labeling-Based Strategy for Site-Specifically Quantitative Chemical Proteomics. , 2018, Analytical chemistry.

[52]  Ke Ding,et al.  Competitive affinity-based proteome profiling and imaging to reveal potential cellular targets of betulinic acid. , 2017, Chemical communications.

[53]  Mingzi M. Zhang,et al.  Robust fluorescent detection of protein fatty-acylation with chemical reporters. , 2009, Journal of the American Chemical Society.

[54]  Matthias Mann,et al.  Mass spectrometric-based approaches in quantitative proteomics. , 2003, Methods.

[55]  Benetode Konziase,et al.  Biotinylated probes of artemisinin with labeling affinity toward Trypanosoma brucei brucei target proteins. , 2015, Analytical biochemistry.

[56]  M. Basik,et al.  Microarrays as validation strategies in clinical samples: tissue and protein microarrays. , 2006, Omics : a journal of integrative biology.

[57]  Evijola Llabani,et al.  Diverse compounds from pleuromutilin lead to a thioredoxin inhibitor and inducer of ferroptosis , 2019, Nature Chemistry.

[58]  Li Li,et al.  Ainsliadimer A selectively inhibits IKKα/β by covalently binding a conserved cysteine , 2015, Nature Communications.

[59]  D. Klessig,et al.  Multiple Targets of Salicylic Acid and Its Derivatives in Plants and Animals , 2016, Front. Immunol..

[60]  Han-Ming Shen,et al.  A Quantitative Chemical Proteomics Approach to Profile the Specific Cellular Targets of Andrographolide, a Promising Anticancer Agent That Suppresses Tumor Metastasis* , 2014, Molecular & Cellular Proteomics.

[61]  Julian P. Whitelegge,et al.  Photoaffinity labeling with cholesterol analogues precisely maps a cholesterol-binding site in voltage-dependent anion channel-1 , 2017, The Journal of Biological Chemistry.

[62]  B. Sitek,et al.  Label-free quantification in clinical proteomics. , 2013, Biochimica et biophysica acta.

[63]  R Riccio,et al.  In cell scalaradial interactome profiling using a bio-orthogonal clickable probe. , 2014, Chemical communications.

[64]  Erik C Hett,et al.  Selectivity Determination of a Small Molecule Chemical Probe Using Protein Microarray and Affinity Capture Techniques. , 2016, ACS combinatorial science.

[65]  S. Nock,et al.  Recent developments in protein microarray technology. , 2003, Angewandte Chemie.

[66]  Michael C Fitzgerald,et al.  Thermodynamic analysis of protein-ligand binding interactions in complex biological mixtures using the stability of proteins from rates of oxidation , 2012, Nature Protocols.

[67]  Chu Wang,et al.  Quantitative and Site-Specific Chemoproteomic Profiling of Targets of Acrolein. , 2019, Chemical research in toxicology.

[68]  Sahdeo Prasad,et al.  Curcumin, the golden nutraceutical: multitargeting for multiple chronic diseases , 2017, British journal of pharmacology.

[69]  Kit S. Lam,et al.  Protein and Chemical Microarrays—Powerful Tools for Proteomics , 2003, Journal of biomedicine & biotechnology.

[70]  Yiguang Jin,et al.  Inhalation treatment of primary lung cancer using liposomal curcumin dry powder inhalers , 2018, Acta pharmaceutica Sinica. B.

[71]  Jihyun Yu,et al.  Identification of actin as a direct proteomic target of berberine using an affinity-based chemical probe and elucidation of its modulatory role in actin assembly. , 2017, Chemical communications.

[72]  Yiguang Jin,et al.  Inhalable oridonin-loaded poly(lactic-co-glycolic)acid large porous microparticles for in situ treatment of primary non-small cell lung cancer , 2016, Acta pharmaceutica Sinica. B.

[73]  S. Ong,et al.  Comparing SILAC- and Stable Isotope Dimethyl-Labeling Approaches for Quantitative Proteomics , 2014, Journal of proteome research.

[74]  Albert J R Heck,et al.  Revealing promiscuous drug-target interactions by chemical proteomics. , 2009, Drug discovery today.

[75]  Wei Li,et al.  Comparative profiling of analog targets: a case study on resveratrol for mouse melanoma metastasis suppression , 2018, Theranostics.

[76]  Roland Bruderer,et al.  Cost-effective generation of precise label-free quantitative proteomes in high-throughput by microLC and data-independent acquisition , 2018, Scientific Reports.

[77]  Ralph Weissleder,et al.  Fast and sensitive pretargeted labeling of cancer cells through a tetrazine/trans-cyclooctene cycloaddition. , 2009, Angewandte Chemie.

[78]  P. Nordlund,et al.  The cellular thermal shift assay for evaluating drug target interactions in cells , 2014, Nature Protocols.

[79]  H. Christofk,et al.  A label‐free quantification method by MS/MS TIC compared to SILAC and spectral counting in a proteomics screen , 2008, Proteomics.

[80]  Kenneth J. Rothschild,et al.  Proteome-wide drug screening using mass spectrometric imaging of bead-arrays , 2016, Scientific Reports.

[81]  Yinliang Yang,et al.  Cleavable Linkers in Chemical Proteomics Applications. , 2017, Methods in molecular biology.

[82]  Vassilios Raikos,et al.  Separation and identification of hen egg protein isoforms using SDS–PAGE and 2D gel electrophoresis with MALDI-TOF mass spectrometry , 2006 .

[83]  U. Sauer,et al.  A Map of Protein-Metabolite Interactions Reveals Principles of Chemical Communication , 2018, Cell.

[84]  Xavier Roucou,et al.  Mass Spectrometry-Based Proteomics Analyses Using the OpenProt Database to Unveil Novel Proteins Translated from Non-Canonical Open Reading Frames. , 2019, Journal of visualized experiments : JoVE.

[85]  Anil Vasudevan,et al.  Emerging Approaches for the Identification of Protein Targets of Small Molecules - A Practitioners' Perspective. , 2018, Journal of medicinal chemistry.

[86]  Rui Sun,et al.  Chemical Proteomics Reveals New Targets of Cysteine Sulfinic Acid Reductase , 2018, Nature Chemical Biology.

[87]  W. Bornmann,et al.  The anti-angiogenic agent fumagillin covalently binds and inhibits the methionine aminopeptidase, MetAP-2. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[88]  C. Théodore,et al.  Phase II trial of elliptinium in advanced renal cell carcinoma. , 1985, Cancer treatment reports.

[89]  Q. Lin,et al.  Drug Target Identification Using an iTRAQ-Based Quantitative Chemical Proteomics Approach-Based on a Target Profiling Study of Andrographolide. , 2017, Methods in enzymology.

[90]  Jan Tavernier,et al.  MASPIT: three-hybrid trap for quantitative proteome fingerprinting of small molecule-protein interactions in mammalian cells. , 2006, Chemistry & biology.

[91]  S. Schreiber,et al.  A Mammalian Histone Deacetylase Related to the Yeast Transcriptional Regulator Rpd3p , 1996, Science.

[92]  D. Bonnefont-Rousselot Resveratrol and Cardiovascular Diseases , 2016, Nutrients.

[93]  Natasha V. Raikhel,et al.  Drug Affinity Responsive Target Stability (DARTS) to Resolve Protein-Small Molecule Interaction in Arabidopsis. , 2017, Current protocols in plant biology.

[94]  Wei Sun,et al.  Design, synthesis and biological evaluation of photoaffinity probes of antiangiogenic homoisoflavonoids. , 2016, Bioorganic & medicinal chemistry letters.

[95]  Xiaoguang Lei,et al.  Recent Developments and Applications of Photoconjugation Chemistry. , 2018, Chimia.

[96]  Peter Lindblad,et al.  Quantitative shotgun proteomics of enriched heterocysts from Nostoc sp. PCC 7120 using 8-plex isobaric peptide tags. , 2008, Journal of proteome research.

[97]  Chang-Guo Zhan,et al.  The tumor inhibitor and antiangiogenic agent withaferin A targets the intermediate filament protein vimentin. , 2007, Chemistry & biology.

[98]  Thomas Joos,et al.  Protein microarray technology , 2004, Expert review of proteomics.

[99]  Chu Wang,et al.  Chemoproteomic Profiling Reveals Ethacrynic Acid Targets Adenine Nucleotide Translocases to Impair Mitochondrial Function. , 2018, Molecular pharmaceutics.

[100]  R. Morimoto,et al.  Celastrol Analogues as Inducers of the Heat Shock Response. Design and Synthesis of Affinity Probes for the Identification of Protein Targets , 2022 .

[101]  Wei Zhang,et al.  iTRAQ-based quantitative proteomic analysis of esophageal squamous cell carcinoma , 2016, Tumor Biology.

[102]  Ronald N. Jones,et al.  Activity of Retapamulin (SB-275833), a Novel Pleuromutilin, against Selected Resistant Gram-Positive Cocci , 2006, Antimicrobial Agents and Chemotherapy.

[103]  Jeffrey W. Smith,et al.  Mass Spectrometry-Based Label-Free Quantitative Proteomics , 2009, Journal of biomedicine & biotechnology.

[104]  Youli Xiao,et al.  Chemical proteomics reveal CD147 as a functional target of pseudolaric acid B in human cancer cells. , 2017, Chemical communications.

[105]  Ralph E. Kleiner,et al.  A Chemical Proteomics Approach to Reveal Direct Protein-Protein Interactions in Living Cells. , 2017, Cell chemical biology.

[106]  Jingkai Gu,et al.  Protein target discovery of drug and its reactive intermediate metabolite by using proteomic strategy , 2012 .

[107]  Laura G. Dubois,et al.  Mass spectrometry-based thermal shift assay for protein-ligand binding analysis. , 2010, Analytical chemistry.

[108]  N. Kudo,et al.  Leptomycin B inactivates CRM1/exportin 1 by covalent modification at a cysteine residue in the central conserved region. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[109]  Juan Zhou,et al.  Mapping in vivo target interaction profiles of covalent inhibitors using chemical proteomics with label-free quantification , 2018, Nature Protocols.

[110]  C. Anfinsen,et al.  Selective enzyme purification by affinity chromatography. , 1968, Proceedings of the National Academy of Sciences of the United States of America.

[111]  Daniel Diers,et al.  Causal Inference in the Perception of Verticality , 2018, Scientific Reports.

[112]  Paul A Clemons,et al.  The Connectivity Map: Using Gene-Expression Signatures to Connect Small Molecules, Genes, and Disease , 2006, Science.

[113]  Agostino Casapullo,et al.  Determination of Gymnemic Acid I as a Protein Biosynthesis Inhibitor Using Chemical Proteomics. , 2017, Journal of natural products.

[114]  L. Zon,et al.  In vivo drug discovery in the zebrafish , 2005, Nature Reviews Drug Discovery.

[115]  U. Förstermann,et al.  Antioxidant effects of resveratrol in the cardiovascular system , 2017, British journal of pharmacology.

[116]  Karunakaran A Kalesh,et al.  Target identification of natural and traditional medicines with quantitative chemical proteomics approaches. , 2016, Pharmacology & therapeutics.

[117]  B. Haab,et al.  Advances in protein microarray technology for protein expression and interaction profiling. , 2001, Current opinion in drug discovery & development.

[118]  M. Mann,et al.  Stable Isotope Labeling by Amino Acids in Cell Culture, SILAC, as a Simple and Accurate Approach to Expression Proteomics* , 2002, Molecular & Cellular Proteomics.

[119]  J. García,et al.  Functional and quantitative proteomics using SILAC in cancer research , 2008 .

[120]  Ayan Majumder,et al.  One drug multiple targets: An approach to predict drug efficacies on bacterial strains differing in membrane composition , 2018 .

[121]  Carolyn R. Bertozzi,et al.  Copper-free click chemistry for dynamic in vivo imaging , 2007, Proceedings of the National Academy of Sciences.

[122]  J. Hörandel,et al.  COSMIC RAYS FROM THE KNEE TO THE SECOND , 2007 .

[123]  Xiang Ma,et al.  Platinum complexes of curcumin delivered by dual-responsive polymeric nanoparticles improve chemotherapeutic efficacy based on the enhanced anti-metastasis activity and reduce side effects , 2019, Acta pharmaceutica Sinica. B.

[124]  S. Sieber,et al.  Unraveling the protein targets of vancomycin in living S. aureus and E. faecalis cells. , 2011, Journal of the American Chemical Society.

[125]  S. Schreiber,et al.  A receptor for the immuno-suppressant FK506 is a cis–trans peptidyl-prolyl isomerase , 1989, Nature.

[126]  B. Cravatt,et al.  Analytical platforms for activity-based protein profiling--exploiting the versatility of chemistry for functional proteomics. , 2006, Chemical communications.

[127]  Yu Tian,et al.  Advanced Activity-Based Protein Profiling Application Strategies for Drug Development , 2018, Front. Pharmacol..

[128]  Dan Yang,et al.  Natural products triptolide, celastrol, and withaferin A inhibit the chaperone activity of peroxiredoxin I† †Electronic supplementary information (ESI) available: Chemical synthesis and characterization of triptolide probes; Fig. S1–S10; Table S1–S3. See DOI: 10.1039/c5sc00633c , 2015, Chemical science.

[129]  David R. Spring,et al.  Development of a Multifunctional Benzophenone Linker for Peptide Stapling and Photoaffinity Labelling , 2016, Chembiochem : a European journal of chemical biology.

[130]  Jian Wang,et al.  Pulmonary , gastrointestinal and urogenital pharmacology iTRAQ-based pharmacoproteomics reveals potential targets of berberine , a promising therapy for ulcerative colitis , 2019 .

[131]  M. Holz,et al.  The therapeutic potential of resveratrol: a review of clinical trials , 2017, npj Precision Oncology.

[132]  Jeffrey M Spraggins,et al.  Protein identification strategies in MALDI imaging mass spectrometry: a brief review. , 2019, Current opinion in chemical biology.

[133]  Yan Cao,et al.  Target Identification of Kinase Inhibitor Alisertib (MLN8237) by Using DNA-Programmed Affinity Labeling. , 2017, Chemistry.

[134]  Yoonsuk Lee,et al.  ProteoChip: A highly sensitive protein microarray prepared by a novel method of protein immobilization for application of protein‐protein interaction studies , 2003, Proteomics.