Commitment to Covalency: Kinetics of Irreversible Inhibitors with a Regenerable Streptavidin Sensor on the Pioneer FE System
|
|
- Preston Watkins
- 6 years ago
- Views:
Transcription
1 APPLCATON NOTE 23 Commitment to Covalency: inetics of rreversible nhibitors with a Regenerable Streptavidin Sensor the Pieer FE System Aar Martin, Applicatis Manager, Pall ForteBio LLC and Phillip Schwartz, PhD, Senior Scientist, Taeda, CA NTRODUCTON The principal role of assay groups in drug discovery is to provide reliable methods, analysis, and data for cfident decisi-maing about series progressi. Particular assays are chosen to differentiate between affinity, specificity, cellular acti, and most importantly mechanism of acti. ncreasingly, drug discovery faces challenges from harder-to-drug targets alg with regulatory pressures to increase safety, efficacy, and to improve drug ADME (absorpti, distributi, metabolism, excreti) properties. The respses to these challenges come through the creative use of both emergent and standard technologies, investing in new discovery approaches (e.g. fragments), and increasing explorati of drugs that act through targeted covalent modificati. Approximately 3% of the therapeutic enzyme inhibitors the maret functi through covalent modificati of the target. Ccerns of specificity, metabolite reactivity, immunogenicity, clearance, redox activity, etc., often blunt interest in pursuing covalents as a primary discovery strategy. Ctributing to the higher barrier to portfolio entry is a lesser familiarity with targeted covalent inhibitors and an underdeveloped biochemical toolit for characterizing and describing the mechanism of acti for this class of compounds. Factors ctributing to the potency of irreversible inhibiti are poorly understood. An incorrect assumpti often made is that covalent inhibitors d t require the intrinsic potency needed for n-covalent inhibitors since the reacti will mae the binding permanent. Rather, the efficiency of the irreversible reacti relies the specificity and potency of the initial encounter complex (binding). f the encounter complex does not form lg enough for covalent bd formati to occur then chemistry can t assist. Therefore, the necessary wor of maing a potent, ncovalent binding scaffold is still critical. Similarly, understanding the covalent reacti in the ctext of the full drug and protein system is imperative since many factors can influence the rate and extent of reacti. The simple two-step covalent inhibitor model (Equati 1) taes the same mathematical form as traditial Michaelis-Menten inetics, and as such deriving an algebraic soluti is n-trivial for highly optimized inhibitors. Figure 1: Rate equatis for irreversible inhibiti, where E is enzyme, is inhibitor, E is encounter complex, and E- is adduct or covalent complex. and off are rate cstants of associati and dissociati, respectively. is the reacti rate cstant of covalent ivati. The equilibrium approximati assumes that equilibrati of diffusi ctrolled reactants to the final ccentratis of substrate and product is instantaneous. Similarly, the quasisteady state approximati assumes that intermediate complex forms much faster than the cversi to product. Neither of these assumptis are valid as the rate of covalent bd formati overtaes the rate of inhibitor dissociati; this is the goal of any successful covalent drug program. A more comprehensive model must be utilized and experimental methods to derive the cstants developed. However, biochemical assays cannot unambiguously reveal the balance between binding and reactivity, further complicating structure-activity relatiship (SAR) decisimaing and additial informati is necessary to resolve the ctributi of each compent. Combining the results from multiple orthogal techniques has proved particularly powerful in early discovery. n recent years, biophysical methods have made greater ctributis both ale and in ccert with other modalities. n this applicati note we highlight the wor of Dr. Phillip Schwartz, Ph.D. of Taeda California, 1
2 COMMTMENT TO COVALENCY: NETCS OF RREVERSBLE NHBTORS ON THE PONEER FE SYSTEM who champis covalent approaches in drug discovery. Through his recent papers and presentatis, such as the 216 Drug Discovery Cference discussed here, Dr. Schwartz combines the results from biochemical and biophysical experiments to provide a set of intuitive metrics for chemists to trac as part of their SAR around covalent modifiers. Analyzing data obtained from the Pall ForteBio Pieer FE platform s implementati of Surface Plasm Resance (SPR) resolves inherent ambiguities in the biochemical data while providing additial parameters such as the direct observati of and a metric for covalent reacti efficiency (C c ). SPR has enjoyed a growing role in drug discovery and provides direct observati of binding associati and dissociati, in additi to quantitative inetic parameters and a wealth of qualitative data discernable from curve shape. t can be used for fragment screening, mechanistic studies through competiti assay formats, -going program SAR, and assessing hits identified by orthogal technologies especially with activity assays for their direct binding compents and stoichiometry. Characterizing covalent binders with SPR is unusual given that the target protein is typically immobilized to the sensor chip and reused for different compounds and compound ccentratis. This recycling of the surface has generally targeted the technology at reversible systems and SPR labs often refrain from testing covalent modifiers over ccerns of surface fouling. One method that avoids this ccern is reversible affinity capture, which captures target and allows periodic replacement with fresh protein. However, affinity capture methods such as antibody or His-tag capture are often associated with drifting baselines which are detrimental for analyzing the inetics of a covalent inhibitor. Capture of biotinylated target by immobilized streptavidin gives a desirable stable baseline, but regenerati of the surface for periodic replacement of target has proven inefficient as the biotin streptavidin interacti is very high affinity and difficult to reverse. Specialized streptavidin reagents have been used with limited success but the reagents are costly and may not provide the necessary capture density to observe small molecule interactis. These issues can be overcome by capturing target-streptavidin complex to a biotin sensor chip and regenerating with a harsh reagent which removes the protein ctent and leaves the surface ready for capture of fresh target protein. Experimental methods to stably capture target and analyze inetics for irreversible inhibitors will be described. This applicati note delineates Dr. Schwartz s method for combining a reversible streptavidin-biotin capture method with the realtime direct observati of binding/reacti using the Pieer FE system with biochemical progress data to extract a full descripti of the inhibitor s protein associati, dissociati, reactivity and their relative balance. This increased granularity should be invaluable to anye pursuing covalent inhibitor SAR. Reversible nhibiti i i How fast the compound binds to the enzyme off Potency + Figure 2: Equatis derived by Dr. Schwartz to describe the inetics of ivati by covalent binders. i and describe inhibitor potency for reversible and irreversible inhibiti, respectively. is the rate of covalent reacti to form the adduct, E-. By this model e sees that both affinity ( i ) for the target, as well as highly efficient chemistry ( ) are required to get efficient irreversible inhibiti. The C c term introduced is the commitment to covalency representing the probability that the encounter complex proceeds to form the adduct. The product of C c and the associati rate cstant,, describes the overall biochemical potency ( / ). THEORY AND RESULTS Dr. Schwartz s analytical method details ctributis to an irreversible inhibitor s biochemical potency ( / ), a parameter analogous to biochemical i, D or C 5, that accounts for the extended covalent mechanism. mportantly, his model (Figure 2) allows for a compound to bind and partiti to covalent bd formati with high efficiency. Traditial biochemical analysis relies models that do not differentiate this type of highly efficient behavior, hence requiring abstracti beyd Michaelis-Mentenlie inetics. ntroduced is the intuitive parameter commitment to covalency or C c which relates to the efficiency of adduct (E-) formati and its balance with dissociati. t is both the efficiency of adduct formati and the rate of protein/inhibitor associati that defines biochemical potency. Dr. Schwartz then demstrates that this C c parameter can be used as a diagnostic for the rate limiting step in the reacti. n Figure 3, he describes situatis where: Case 1) neither binding nor reacti are efficient, Case 2) binding is more efficient, but the reacti is still not and compounds dissociate far more frequently than they react, Case 3) reacti is faster but binding is inefficient and Case 4) binding is potent and reacti is efficient. Unfortunately, the biochemical rate data ( obs ) ale loo the same for Cases 1 and 4 or 2 and 3. There is still an ambiguity remaining, but SPR can be used to resolve it. The SPR respse curves are evaluated for the distorti to the pure binding/dissociati curves usually obtained for reversible inhibitors tested Pieer technology and shown in Figure 4. n the top off How liely the E complex proceeds toward covalency rreversible nhibiti off + + off C c 2
3 Applicati Note 23 off Case 1: off >> Unbalanced off Case 2: off >> Unbalanced i i.8 Cc <<.1.5 Cc < obs obs off off Case 3: off Near Balance Case 4: >> off Balanced.1 < Cc <.6 Cc > obs.2 obs Figure 3: Examples of different Commitment to Covalency (C c ) cases and the observed results in enzyme assay ( obs ) data. Simulatis show that initial rate assays cannot easily distinguish C c ctributis to covalent inhibitors. 3
4 COMMTMENT TO COVALENCY: NETCS OF RREVERSBLE NHBTORS ON THE PONEER FE SYSTEM Cc.1 off 1*.5 4 obs.4 Occupancy Cc << obs.3.2 Occupancy Cc.5 off < Cc < obs Occupancy 6 4 Cc.9 off.1*.2.1 Cc > Figure 4: SPR can unmas C c ctributis. Enzyme assay simulati (left column) and SPR simulati (right column) of covalent compounds with differing C c properties. Unreacted compound in these examples is shown to dissociate rapidly at the end of injecti (1 sec, top row) leaving reacted compound irreversibly bound. Compounds with higher C c properties (middle and bottom rows) have less dissociati and more reacted compound. From the SPR respses e can unambiguously determine biochemical potency, rate of inhibitor associati and the efficiency of the chemical reacti in the encounter complex. 4
5 Applicati Note 23 row the reacti is slow relative to the dissociati (C c <<.1). At the end of the injecti unreacted compound rapidly dissociates leaving behind ly the small fracti that did react. f the off-rate and chemical rate ( ) are similar some dissociati is observed but a larger fracti is retained (middle row,.1 < C c <.6). n the ideal case (Figure 4, bottom row, C c >.6) the entire fracti that binds also reacts and no dissociati is observed. From a P/PD perspective, a fully committed covalent inhibitor can have significant impact dosage versus an inhibitor that must bind and release many times before target ivati occurs. The theory is put to practice using an improved affinity capture method which captures biotin-tagged target to reversibly immobilized streptavidin. The method taes advantage of the Pieer FE system s robust fluidics by regenerating target-streptavidin complex with a harsh reagent. The benefits of this target capture method are: mproved target activity No requirement for specialized streptavidin reagents A reproducible capture yield for many test cycles A biotin-tagged inase target was pre-incubated with streptavidin and captured per the Desthiobiotin Sensor Capture Method outlined below. Binding data were fit with a form of the two-state inetic model where, off, and are determined at multiple analyte ccentratis. C c is also determined by the previously described relatiship of off and. Three published covalent inhibitors were bound to target using this method and significantly different C c values were observed for each. For reference, an endpoint competiti assay described before was used to independently determine /. The ability for both assays to determine / provides an internal csistency chec while the SPR assay further distinguishes C c from. 1 EXPERMENTAL METHODS Desthiobiotin Sensor Capture Method 1 nstall a Pieer COOHV sensor (PS17AFB) and briefly cditi with two injectis each of 1 mm HCl, 5 mm NaOH, and.1% SDS. 2 Couple Desthiobiotin by injecting activati soluti (.2 M EDC +.5 M NHS) for 25 min at 1 µl/min, then injecting 2 mg/ml Amine-PEG 4 -Desthiobiotin (Thermo Fisher Scientific Cat. # or other) in 5 mm HEPES ph 7.4 for 3 min at 5 µl/min, and deactivating by injecting 1M Ethanolamine HCl ph 8.5 for 5 min. 3 Pre-incubate mobiotinylated target protein with streptavidin in a 1:1 or 2:1 molar ratio to form target-streptavidin cjugate. 4 Capture target-streptavidin cjugate by injecting 25 µg/ml sample for 2 1 min at a flow rate of 1 µl/min, to desired capture density. Capture density may be improved by preparing the cjugate in a preccentrati buffer approximately 1 ph unit below the cjugate isoelectric point (p). For best baseline stability, the capture injecti should stop before it reaches full saturati. The surface may require cditiing for Respse (RU) C c.2 C c.6 C c 1 Respse (RU) Respse (RU) Published nhibitors C c / (M -1 s -1 ) SPR Biochemical Assay / (M -1 s -1 ) inase nhibitor 3 4.E E+4 2.1E+5 inase nhibitor 2 1.E E+5 7.3E+5 inase nhibitor 1 4.1E E+5 8.8E+5 Figure 5: SPR data from the Pieer FE system showing three covalent inhibitors binding target with different C c values. Signal after referencing shows stable baselines, suitable for measuring these potent inhibitors and differentiating binding from covalent reacti. Potency parameters are compared between inhibitors and assay methods to show the differences in reacti efficiency. 5
6 COMMTMENT TO COVALENCY: NETCS OF RREVERSBLE NHBTORS ON PONEER FE cycle-to-cycle capture reproducibility, so include 4 6 captureregenerati cycles to establish a reproducible capture signal prior to testing analytes. 5 nject irreversible analyte sample using either a standard injecti or a OneStep njecti. For standard injectis, use a 3 6 sample ccentrati series and inject each sample for 3 6 min at a flow rate between µl/min. For OneStep njectis, inject three sample ccentratis using the 1% sample loop volume setting at a flow rate between µl/min. nclude a 5 15 min dissociati in each injecti cycle. 6 Regenerate the target-streptavidin cjugate by injecting 1 mg/ml iminobiotin dissolved in a 1:1 mixture of 2 mm NaOH with acetitrile for 2 min. 7 Repeat Steps 3 6 for all analyte and reference (buffer) samples. The Desthiobiotin Sensor method was discovered by the team at Taeda and this method enables an optial step-wise capture of streptavidin followed by biotinylated target. This method gives the desired result of stable capture of protein targets, is compatible with many buffer compents and is fully regenerable. Data were referenced using reference channel respse, and buffer blan signal and inetics were fit with the two-state irreversible inetic model (rate equati shown in Figure 1). C c was calculated as shown in Figure 2. both worlds strategy epitomizes the benefits gained from combining orthogal approaches. The parameter set described ( and C c ) is the reasable minimal set of SAR terms that provide a comprehensive descripti of the inhibiti mechanism. The Michaelis-Menten-lie formulati of inhibitor acti threatens to get unwieldy when the steady-state approximatis are removed. The approach described here simplifies the additial terms into the C c term, maing the interpretati more broadly accessible. C c may be to covalent inhibitors what net rate cstants have been to mechanistic enzymology since the last century. Looing forward, it is exciting to imagine the use of the refined gradient injecti mode offered by the Pieer instruments (OneStep njectis) to provide even more precise estimates of the associati-phase informati, and underlying off-rate where labeling is incomplete or there is intrinsic reversibility. OneStep njectis provide for more inetic curvature in the binding associati, and in the irreversible case the inflecti point of the associati may provide additial meaningful internal csistency checs of the reacti data. Additially, new target capture methods create opportunity for the analysis of covalent inhibitors against more targets and target classes. udos to Dr. Schwartz and the team at Taeda for advancing the state of the art for this ind of drug discovery. CONCLUSON The presented wor reveals a useful extensi of the mechanism of covalent binding drugs and provides a practical framewor for significant differentiati between molecules. This proposed method represents an elegant blend of biochemical and biophysical methodologies and utilizes SPR technology in an innovative way to directly acquire the necessary data (, off, ) to resolve the ambiguity that the obs data ale cannot recover. This best of Acnowledgment The authors would lie to acnowledge the help of Dr. John Quinn, formerly of Taeda, in the co-development of the Desthiobiotin sensor regenerati method and SPR methodology. REFERENCES 1 Miyahisa, T Sameshima, MS Hix, Rapid determinati of the Specificity Cstant of rreversible nhibitors ( / ) by Means of an Endpoint Competiti Assay, Angew Chem nt Ed Engl, 54(47): , 215. Pall ForteBio Fremt Boulevard Fremt, CA t: 888.OCTET-75 or Pall ForteBio Europe 5 Harbourgate Business Par Southampt Road Portsmouth, PO6 4BQ, U t: +44-() Pall ForteBio Analytics (Shanghai) Co., Ltd. No. 88 Shang e Road Zhangjiang Hi-tech Par Shanghai, China 2121 t: , Pall Corporati. Pall,, ForteBio, Pieer, OneStep, and NeXtStep are trademars of Pall Corporati. indicates a trademar registered in the USA and indicates a comm law trademar. AN Rev B
Fragment-Based Drug Discovery (FBDD) Using the dispr Technique on Pioneer Systems with OneStep and NeXtStep Injection Methodologies
APPLICATION NOTE 21 Fragment-Based Drug Discovery (FBDD) Using the dispr Technique on Pioneer Systems with OneStep and NeXtStep Injection Methodologies Eric L. Reese, Ph.D, SensiQ Technologies, Aaron Martin
More informationElecsys with ECL technology Still light years ahead
Elecsys with ECL technology Still light years ahead The unique technology behind Elecsys immunoassays ECL ElectroChemiLuminescence ECL technology is Roche s highly innovative detection technology for heterogeneous
More informationIrreversible Inhibition Kinetics
1 Irreversible Inhibition Kinetics Automation and Simulation Petr Kuzmič, Ph.D. BioKin, Ltd. 1. Automate the determination of biochemical parameters 2. PK/PD simulations with multiple injections Irreversible
More informationSmall-Molecule Kinetics
Application Note No. 1 / September 1, 2014 Small-Molecule Kinetics Creoptix WAVE Small-Molecule Kinetics: Binding of Sulfonamides to Carbonic Anhydrase II Summary Label-free interaction analysis of biomolecules
More informationENZYME KINETICS. Medical Biochemistry, Lecture 24
ENZYME KINETICS Medical Biochemistry, Lecture 24 Lecture 24, Outline Michaelis-Menten kinetics Interpretations and uses of the Michaelis- Menten equation Enzyme inhibitors: types and kinetics Enzyme Kinetics
More informationSmall-Molecule Kinetics
Application Note No. 1 / February 4, 2015 Small-Molecule Kinetics Creoptix WAVE Small-Molecule Kinetics: Binding of Sulfonamides to Carbonic Anhydrase II Summary Label-free interaction analysis of biomolecules
More informationKinetic & Affinity Analysis
Kinetic & Affinity Analysis An introduction What are kinetics and affinity? Kinetics How fast do things happen? Time-dependent Association how fast molecules bind Dissociation how fast complexes fall apart
More informationMoscow Institute of Physics and Technology, Institutsky 9, Dolgoprudny , Russia 2
Graphene oxide linking layers: a versatile platform for biosensing Yu.V. Stebunov 1, O.A. Aftenieva 1, A.V. Arsenin 1, and V.S. Volkov 1,2 1 Moscow Institute of Physics and Technology, Institutsky 9, Dolgoprudny
More information2013 W. H. Freeman and Company. 6 Enzymes
2013 W. H. Freeman and Company 6 Enzymes CHAPTER 6 Enzymes Key topics about enzyme function: Physiological significance of enzymes Origin of catalytic power of enzymes Chemical mechanisms of catalysis
More informationCharacterization of Reversible Kinase Inhibitors using Microfluidic Mobility-Shift Assays
Application Note 211 Characterization of Reversible Kinase Inhibitors using Microfluidic Mobility-Shift Assays Introduction Current drug discovery efforts typically focus on developing small molecule inhibitors
More informationIsothermal Titration Calorimetry in Drug Discovery. Geoff Holdgate Structure & Biophysics, Discovery Sciences, AstraZeneca October 2017
Isothermal Titration Calorimetry in Drug Discovery Geoff Holdgate Structure & Biophysics, Discovery Sciences, AstraZeneca October 217 Introduction Introduction to ITC Strengths / weaknesses & what is required
More informationChemical Kinetics. Topic 7
Chemical Kinetics Topic 7 Corrosion of Titanic wrec Casón shipwrec 2Fe(s) + 3/2O 2 (g) + H 2 O --> Fe 2 O 3.H 2 O(s) 2Na(s) + 2H 2 O --> 2NaOH(aq) + H 2 (g) Two examples of the time needed for a chemical
More informationA. One-Substrate Reactions (1) Kinetic concepts
A. One-Substrate Reactions (1) Kinetic concepts (2) Kinetic analysis (a) Briggs-Haldane steady-state treatment (b) Michaelis constant (K m ) (c) Specificity constant (3) Graphical analysis (4) Practical
More informationRegulation of metabolism
Regulation of metabolism So far in this course we have assumed that the metabolic system is in steady state For the rest of the course, we will abandon this assumption, and look at techniques for analyzing
More informationMITOCW enzyme_kinetics
MITOCW enzyme_kinetics In beer and wine production, enzymes in yeast aid the conversion of sugar into ethanol. Enzymes are used in cheese-making to degrade proteins in milk, changing their solubility,
More informationBiochemistry. Lecture 8
Biochemistry Lecture 8 Why Enzymes? igher reaction rates Greater reaction specificity Milder reaction conditions Capacity for regulation C - - C N 2 - C N 2 - C - C Chorismate mutase - C - C - C Metabolites
More informationProgram for the rest of the course
Program for the rest of the course 16.4 Enzyme kinetics 17.4 Metabolic Control Analysis 19.4. Exercise session 5 23.4. Metabolic Control Analysis, cont. 24.4 Recap 27.4 Exercise session 6 etabolic Modelling
More informationCOMBINATORIAL CHEMISTRY: CURRENT APPROACH
COMBINATORIAL CHEMISTRY: CURRENT APPROACH Dwivedi A. 1, Sitoke A. 2, Joshi V. 3, Akhtar A.K. 4* and Chaturvedi M. 1, NRI Institute of Pharmaceutical Sciences, Bhopal, M.P.-India 2, SRM College of Pharmacy,
More informationprotein interaction analysis bulletin 6300
protein interaction analysis bulletin 6300 Guide to SPR Data Analysis on the ProteOn XPR36 System Ruben Luo, Bio-Rad Laboratories, Inc., 2000 Alfred Nobel Drive, Hercules, CA 94547 Kinetic Analysis To
More informationChemical Kinetics. Kinetics is the study of how fast chemical reactions occur. There are 4 important factors which affect rates of reactions:
Chemical Kinetics Kinetics is the study of how fast chemical reactions occur. There are 4 important factors which affect rates of reactions: reactant concentration temperature action of catalysts surface
More informationReaction Kinetics. An Introduction
Reaction Kinetics An Introduction A condition of equilibrium is reached in a system when opposing changes occur simultaneously at the same rate. The rate of a chemical reaction may be defined as the #
More informationApplication Note Antibody-SOMAmer Sandwich Assay
Application Note Antibody-SOMAmer Sandwich Assay Introduction SOMAmer reagents (Slow Off-rate Modified Aptamers) are DNA-based high affinity (average Kd < 1 nm) protein binding reagents with proprietary
More information2. The study of is the study of behavior (capture, storage, usage) of energy in living systems.
Cell Metabolism 1. Each of the significant properties of a cell, its growth, reproduction, and responsiveness to its environment requires. 2. The study of is the study of behavior (capture, storage, usage)
More informationBiochemistry. Lecture 8 Enzyme Kinetics
Biochemistry Lecture 8 Enzyme Kinetics Why Enzymes? igher reaction rates Greater reaction specificity Milder reaction conditions Capacity for regulation C - - C N 2 - C N 2 - C - C Chorismate mutase -
More informationBasic Principles of Kinetics and Thermodynamics Arthur L. Haas, Ph.D. Department of Biochemistry and Molecular Biology
Basic Principles of Kinetics and Thermodynamics Arthur L. Haas, Ph.D. Department of Biochemistry and Molecular Biology Review: Garrett and Grisham, Enzyme Kinetics (Chapt. 13), in Biochemistry, Third Edition,
More informationHow many grams of ethylene glycol must be added to 6.00 kg of water to lower its freezing point to C? ETHYLENE GLYCOL:
How many grams of ethylene glycol must be added to 6.00 kg of water to lower its freezing point to -11.0 C? ETHYLENE GLYCOL: 77 KINETICS - the study of the RATE of chemical reactions. Or, the study of
More informationKinetics. Chapter 14. Chemical Kinetics
Lecture Presentation Chapter 14 Yonsei University In kinetics we study the rate at which a chemical process occurs. Besides information about the speed at which reactions occur, kinetics also sheds light
More informationChapter 6: Energy and Metabolism
Chapter 6: Energy and Metabolism Student: 1. Oxidation and reduction reactions are chemical processes that result in a gain or loss in A) atoms. B) neutrons. C) electrons. D) molecules. E) protons. 2.
More informationSupporting Information. Time-Resolved Botulinum Neurotoxin A Activity Monitored using. Peptide-Functionalized Au Nanoparticle Energy Transfer Sensors
Electronic Supplementary Material (ESI) for Chemical Science. This journal is The Royal Society of Chemistry 2014 Supporting Information Time-Resolved Botulinum Neurotoxin A Activity Monitored using Peptide-Functionalized
More informationFRAGMENT SCREENING IN LEAD DISCOVERY BY WEAK AFFINITY CHROMATOGRAPHY (WAC )
FRAGMENT SCREENING IN LEAD DISCOVERY BY WEAK AFFINITY CHROMATOGRAPHY (WAC ) SARomics Biostructures AB & Red Glead Discovery AB Medicon Village, Lund, Sweden Fragment-based lead discovery The basic idea:
More informationSoliton-train storage and retrieval in Λ-type three-level atom systems
The 4th editi of the African school of physics fundamental physics N-linear Solit-train storage retrieval in Λ-type three-level atom systems Presented by Under the supervisi of Dr. Diké A. Moïse N-linear
More informationProblem Set 5 Question 1
2.32 Problem Set 5 Question As discussed in class, drug discovery often involves screening large libraries of small molecules to identify those that have favorable interactions with a certain druggable
More informationENZYME SCIENCE AND ENGINEERING PROF. SUBHASH CHAND DEPARTMENT OF BIOCHEMICAL ENGINEERING AND BIOTECHNOLOGY IIT DELHI LECTURE 6
ENZYME SCIENCE AND ENGINEERING PROF. SUBHASH CHAND DEPARTMENT OF BIOCHEMICAL ENGINEERING AND BIOTECHNOLOGY IIT DELHI LECTURE 6 KINETICS OF ENZYME CATALYSED REACTIONS Having understood the chemical and
More informationA) at equilibrium B) endergonic C) endothermic D) exergonic E) exothermic.
CHEM 2770: Elements of Biochemistry Mid Term EXAMINATION VERSION A Date: October 29, 2014 Instructor: H. Perreault Location: 172 Schultz Time: 4 or 6 pm. Duration: 1 hour Instructions Please mark the Answer
More informationBis sulfone Reagents. Figure 1.
Bis sulfone Reagents An intact IgG molecule has four accessible inter chain disulfide bonds that can be reduced to form eight free cysteine thiols, which can serve as sites for conjugation. The reaction
More informationBIOLOGICAL SCIENCE. Lecture Presentation by Cindy S. Malone, PhD, California State University Northridge. FIFTH EDITION Freeman Quillin Allison
BIOLOGICAL SCIENCE FIFTH EDITION Freeman Quillin Allison 8 Lecture Presentation by Cindy S. Malone, PhD, California State University Northridge Roadmap 8 In this chapter you will learn how Enzymes use
More informationAfter lectures by. disappearance of reactants or appearance of. measure a reaction rate we monitor the. Reaction Rates (reaction velocities): To
Revised 3/21/2017 After lectures by Dr. Loren Williams (GeorgiaTech) Protein Folding: 1 st order reaction DNA annealing: 2 nd order reaction Reaction Rates (reaction velocities): To measure a reaction
More informationChemistry 40S Chemical Kinetics (This unit has been adapted from
Chemistry 40S Chemical Kinetics (This unit has been adapted from https://bblearn.merlin.mb.ca) Name: 1 2 Lesson 1: Introduction to Kinetics Goals: Identify variables used to monitor reaction rate. Formulate
More informationApplication Note. Authors. Introduction. Lauren E. Frick and William A. LaMarr Agilent Technologies, Inc. Wakefield, MA, USA
Fragment-Based Drug Discovery: Comparing Labeled and Label-Free Screening of β-amyloid Secretase (BACE-1) Using Fluorescence Spectroscopy and Ultrafast SPE/MS/MS Application Note Authors Lauren E. Frick
More informationBioengineering Laboratory I. Enzyme Assays. Part II: Determination of Kinetic Parameters Fall Semester
Bioengineering Laboratory I Enzyme Assays Part II: Determination of Kinetic Parameters 2016-2017 Fall Semester 1. Theoretical background There are several mathematical models to determine the kinetic constants
More informationChemistry B11 Chapter 5 Chemical reactions
Chapter 5 Chemical reactions Chemical reactions are classified into five groups: A + B AB Synthesis reactions (Combination) H + O H O AB A + B Decomposition reactions (Analysis) NaCl Na +Cl A + BC AC +
More informationMultiple Choice Identify the letter of the choice that best completes the statement or answers the question.
CP Chem Review 2 Matching Match each item with the correct statement below. a. activated complex d. activation energy b. reaction rate e. free energy c. inhibitor 1. the minimum energy colliding particles
More informationLecture # 3, 4 Selecting a Catalyst (Non-Kinetic Parameters), Review of Enzyme Kinetics, Selectivity, ph and Temperature Effects
1.492 - Integrated Chemical Engineering (ICE Topics: Biocatalysis MIT Chemical Engineering Department Instructor: Professor Kristala Prather Fall 24 Lecture # 3, 4 Selecting a Catalyst (Non-Kinetic Parameters,
More informationit is assumed that only EH and ESH are catalytically active Michaelis-Menten equation for this model is:
initial rates for many enzymatic reactions exhibit bell-shaped curves as a function of ph curves reflect the ionizations of certain amino acid residues that must be in a specific ionization state for enzyme
More informationTheoretical Models for Chemical Kinetics
Theoretical Models for Chemical Kinetics Thus far we have calculated rate laws, rate constants, reaction orders, etc. based on observations of macroscopic properties, but what is happening at the molecular
More informationOn the status of the Michaelis-Menten equation and its implications for enzymology
1 On the status of the Michaelis-Menten equation and its implications for enzymology Sosale Chandrasekhar 1 Department of Organic Chemistry, Indian Institute of Science, Bangalore 560 012, India 1 E-mail:
More informationEnzymes Part III: Enzyme kinetics. Dr. Mamoun Ahram Summer semester,
Enzymes Part III: Enzyme kinetics Dr. Mamoun Ahram Summer semester, 2015-2016 Kinetics Kinetics is deals with the rates of chemical reactions. Chemical kinetics is the study of the rates of chemical reactions.
More informationBiological Pathways Representation by Petri Nets and extension
Biological Pathways Representation by and extensions December 6, 2006 Biological Pathways Representation by and extension 1 The cell Pathways 2 Definitions 3 4 Biological Pathways Representation by and
More informationLecture 27. Transition States and Enzyme Catalysis
Lecture 27 Transition States and Enzyme Catalysis Reading for Today: Chapter 15 sections B and C Chapter 16 next two lectures 4/8/16 1 Pop Question 9 Binding data for your thesis protein (YTP), binding
More informationIntroduction to FBDD Fragment screening methods and library design
Introduction to FBDD Fragment screening methods and library design Samantha Hughes, PhD Fragments 2013 RSC BMCS Workshop 3 rd March 2013 Copyright 2013 Galapagos NV Why fragment screening methods? Guess
More informationWe can csalculate the MASS FRACTION of each component, then multiply the mass fraction by 56 g (the sample's actual mass) to get the mass of each
87 We can csalculate the MASS FRACTION of each component, then multiply the mass fraction by 56 g (the sample's actual mass) to get the mass of each component. 88 Commercial sulfuric acid (98% by mass)
More informationGold Nanoparticles product guide. Innovative Reagents & Services for Life Sciences & Diagnostics
Gold Nanoparticles product guide Innovative Reagents & Services for Life Sciences & Diagnostics INDEX Introduction...3 Colloidal Gold...3 Conjugation Kits...4 Gold nanoparticle conjugates...5 InnovaCoat
More informationBMB Lecture 9
BMB 178 2018 Lecture 9 Class 11, November 7, 2018 Steady-state kinetics (I) Case 3. Viscosity Variation If k cat /K m decreases with increasing viscosity, then the reaction is diffusion-limited (S binding
More informationENZYMES. by: Dr. Hadi Mozafari
ENZYMES by: Dr. Hadi Mozafari 1 Specifications Often are Polymers Have a protein structures Enzymes are the biochemical reactions Katalyzers Enzymes are Simple & Complex compounds 2 Enzymatic Reactions
More informationLecture 7. Surface Reaction Kinetics on a
Lecture 7 Data processing in SPR Surface Reaction Kinetics on a Biochip Surface plasmon sensor Principle of affinity SP biosensor Data processing Processing steps: zero response to the base line before
More informationBA, BSc, and MSc Degree Examinations
Examination Candidate Number: Desk Number: BA, BSc, and MSc Degree Examinations 2017-8 Department : BIOLOGY Title of Exam: Molecular Biology and Biochemistry Part I Time Allowed: 1 hour and 30 minutes
More informationLecture Presentation. Chapter 14. James F. Kirby Quinnipiac University Hamden, CT. Chemical Kinetics Pearson Education, Inc.
Lecture Presentation Chapter 14 James F. Kirby Quinnipiac University Hamden, CT In chemical kinetics we study the rate (or speed) at which a chemical process occurs. Besides information about the speed
More informationChapter 14 Chemical Kinetics
How fast do chemical processes occur? There is an enormous range of time scales. Chapter 14 Chemical Kinetics Kinetics also sheds light on the reaction mechanism (exactly how the reaction occurs). Why
More informationTWO ENZYME CATALYSIS OVERVIEW OBJECTIVES INTRODUCTION
TWO ENZYME CATALYSS OVERVEW n this lab you will: 1. observe the conversion of hydrogen peroxide (H 2 0 2 ) to water and oxygen gas by the enzyme catalase, and 2. measure the amount of oxygen generated
More informationCOMBINATORIAL CHEMISTRY IN A HISTORICAL PERSPECTIVE
NUE FEATURE T R A N S F O R M I N G C H A L L E N G E S I N T O M E D I C I N E Nuevolution Feature no. 1 October 2015 Technical Information COMBINATORIAL CHEMISTRY IN A HISTORICAL PERSPECTIVE A PROMISING
More informationObjectives INTRODUCTION TO METABOLISM. Metabolism. Catabolic Pathways. Anabolic Pathways 3/6/2011. How to Read a Chemical Equation
Objectives INTRODUCTION TO METABOLISM. Chapter 8 Metabolism, Energy, and Life Explain the role of catabolic and anabolic pathways in cell metabolism Distinguish between kinetic and potential energy Distinguish
More informationSimple kinetics of enzyme action
Simple kinetics of enzyme action It is established that enzymes form a bound complex to their reactants (i.e. substrates) during the course of their catalysis and prior to the release of products. This
More informationAn Introduction to Metabolism
An Introduction to Metabolism I. All of an organism=s chemical reactions taken together is called metabolism. A. Metabolic pathways begin with a specific molecule, which is then altered in a series of
More information10/16/17 ACIDS AND BASES, DEFINED WATER IS AMPHOTERIC OUTLINE. 9.1 Properties of Acids and Bases. 9.2 ph. 9.3 Buffers
ACIDS AND BASES, DEFINED A hydrogen atom contains a proton and an electron, thus a hydrogen ion (H + ) is a proton: Acids: Proton (H + ) transfer between molecules is the basis of acid/base chemistry Ø
More informationModule 6 : Reaction Kinetics and Dynamics Lecture 28 : Elementary Reactions and Reaction Mechanisms
Module 6 : Reaction Kinetics and Dynamics Lecture 28 : Elementary Reactions and Reaction Mechanisms Objectives In this Lecture you will learn to do the following Define what is an elementary reaction.
More informationEnergy Transformation and Metabolism (Outline)
Energy Transformation and Metabolism (Outline) - Definitions & Laws of Thermodynamics - Overview of energy flow ecosystem - Biochemical processes: Anabolic/endergonic & Catabolic/exergonic - Chemical reactions
More informationNegative autoregulation matches production and demand in synthetic transcriptional networks
Negative autoregulati matches producti and demand in synthetic transcriptial networks Experimental methods, data processing, and modeling Elisa Franco 1,*, Giulia Giordano, Per-Ola Forsberg 3, and Richard
More informationFrom cell biology to Petri nets. Rainer Breitling, Groningen, NL David Gilbert, London, UK Monika Heiner, Cottbus, DE
From cell biology to Petri nets Rainer Breitling, Groningen, NL David Gilbert, London, UK Monika Heiner, Cottbus, DE Biology = Concentrations Breitling / 2 The simplest chemical reaction A B irreversible,
More informationPrinciples of Enzyme Catalysis Arthur L. Haas, Ph.D. Department of Biochemistry and Molecular Biology
Principles of Enzyme Catalysis Arthur L. Haas, Ph.D. Department of Biochemistry and Molecular Biology Review: Garrett and Grisham, Enzyme Specificity and Regulation (Chapt. 13) and Mechanisms of Enzyme
More information10/26/2010. An Example of a Polar Reaction: Addition of H 2 O to Ethylene. to Ethylene
6.5 An Example of a Polar Reaction: Addition of H 2 O to Ethylene Addition of water to ethylene Typical polar process Acid catalyzed addition reaction (Electophilic addition reaction) Polar Reaction All
More informationPeptide Isolation Using the Prep 150 LC System
Jo-Ann M. Jablonski and Andrew J. Aubin Waters Corporation, Milford, MA, USA APPLICATION BENEFITS The Prep 150 LC System, an affordable, highly reliable system for preparative chromatography, is suitable
More informationLecture 11: Enzymes: Kinetics [PDF] Reading: Berg, Tymoczko & Stryer, Chapter 8, pp
Lecture 11: Enzymes: Kinetics [PDF] Reading: Berg, Tymoczko & Stryer, Chapter 8, pp. 216-225 Updated on: 2/4/07 at 9:00 pm Key Concepts Kinetics is the study of reaction rates. Study of enzyme kinetics
More informationAffinity labels for studying enzyme active sites. Irreversible Enzyme Inhibition. Inhibition of serine protease with DFP
Irreversible Enzyme Inhibition Irreversible inhibitors form stable covalent bonds with the enzyme (e.g. alkylation or acylation of an active site side chain) There are many naturally-occurring and synthetic
More informationEnzyme Nomenclature Provides a Systematic Way of Naming Metabolic Reactions
Enzyme Kinetics Virtually All Reactions in Cells Are Mediated by Enzymes Enzymes catalyze thermodynamically favorable reactions, causing them to proceed at extraordinarily rapid rates Enzymes provide cells
More informationTargeted Covalent Inhibitors: A Risk-Benefit Perspective
Targeted Covalent Inhibitors: A Risk-Benefit Perspective 2014 AAPS Annual Meeting and Exposition San Diego, CA, November 4, 2014 Thomas A. Baillie School of Pharmacy University of Washington Seattle, WA
More informationReaction Rate. Products form rapidly. Products form over a long period of time. Precipitation reaction or explosion
Reaction Rate Products form rapidly Precipitation reaction or explosion Products form over a long period of time Corrosion or decay of organic material Chemical Kinetics Study of the rate at which a reaction
More informationChapter 15: Enyzmatic Catalysis
Chapter 15: Enyzmatic Catalysis Voet & Voet: Pages 496-508 Slide 1 Catalytic Mechanisms Catalysis is a process that increases the rate at which a reaction approaches equilibrium Rate enhancement depends
More information13 Determining the Efficiency of the Enzyme Acetylcholine Esterase Using Steady-State Kinetic Experiment
13 Determining the Efficiency of the Enzyme Acetylcholine Esterase Using Steady-State Kinetic Experiment 131 Learning Objective This laboratory introduces you to steady-state kinetic analysis, a fundamental
More informationChapter 13 Lecture Lecture Presentation. Chapter 13. Chemical Kinetics. Sherril Soman Grand Valley State University Pearson Education, Inc.
Chapter 13 Lecture Lecture Presentation Chapter 13 Chemical Kinetics Sherril Soman Grand Valley State University Ectotherms Lizards, and other cold-blooded creatures, are ectotherms animals whose body
More informationEarly Stages of Drug Discovery in the Pharmaceutical Industry
Early Stages of Drug Discovery in the Pharmaceutical Industry Daniel Seeliger / Jan Kriegl, Discovery Research, Boehringer Ingelheim September 29, 2016 Historical Drug Discovery From Accidential Discovery
More informationLecture 12: Burst Substrates and the V vs [S] Experiment
Biological Chemistry Laboratory Biology 3515/Chemistry 3515 Spring 2019 Lecture 12: Burst Substrates and the V vs [S] Experiment 14 February 2019 c David P. Goldenberg University of Utah goldenberg@biology.utah.edu
More informationBioreactor Engineering Laboratory
Bioreactor Engineering Laboratory Determination of kinetics parameters of enzymatic hydrolysis of lactose catalyzed by β-galactosidase. Supervisor: Karolina Labus, PhD 1. THEROETICAL PART Enzymes are macromolecular,
More informationBiochemistry 462a - Enzyme Kinetics Reading - Chapter 8 Practice problems - Chapter 8: (not yet assigned); Enzymes extra problems
Biochemistry 462a - Enzyme Kinetics Reading - Chapter 8 Practice problems - Chapter 8: (not yet assigned); Enzymes extra problems Introduction Enzymes are Biological Catalysis A catalyst is a substance
More informationEnzymes are macromolecules (proteins) that act as a catalyst
Chapter 8.4 Enzymes Enzymes speed up metabolic reactions by lowering energy barriers Even though a reaction is spontaneous (exergonic) it may be incredibly slow Enzymes cause hydrolysis to occur at a faster
More informationSequence Design for a Test Tube of Interacting Nucleic Acid Strands. 12,22 For a candidate sequence and target secondary
This is an open access article published under an ACS AuthorChoice License, which permits copying and redistributi of the article or any adaptatis for n-commercial purposes. pubs.acs.org/synthbio Sequence
More informationRecommended Reading: 23, 29 (3rd edition); 22, 29 (4th edition) Ch 102 Problem Set 7 Due: Thursday, June 1 Before Class. Problem 1 (1 points) Part A
Recommended Reading: 23, 29 (3rd edition); 22, 29 (4th edition) Ch 102 Problem Set 7 Due: Thursday, June 1 Before Class Problem 1 (1 points) Part A Kinetics experiments studying the above reaction determined
More informationUnit I: Reaction Kinetics Introduction:
Chemistry 12 Unit I: Reaction Kinetics Introduction: Kinetics Definition: All reactions occur at different rates Examples: Slow Reactions Fast Reactions Chemists need to understand kinetics because sometimes
More informationReaction Thermodynamics
Reaction Thermodynamics Thermodynamics reflects the degree to which a reaction is favored or disfavored Recall: G = Gibbs free energy = the energy available to do work ΔG = change in G of the system as
More informationFrom Friday s material
5.111 Lecture 35 35.1 Kinetics Topic: Catalysis Chapter 13 (Section 13.14-13.15) From Friday s material Le Chatelier's Principle - when a stress is applied to a system in equilibrium, the equilibrium tends
More informationOverview of Kinetics
Overview of Kinetics [P] t = ν = k[s] Velocity of reaction Conc. of reactant(s) Rate of reaction M/sec Rate constant sec -1, M -1 sec -1 1 st order reaction-rate depends on concentration of one reactant
More informationFORENSIC TOXICOLOGY SCREENING APPLICATION SOLUTION
FORENSIC TOXICOLOGY SCREENING APPLICATION SOLUTION A purpose-built collection of the best-inclass components for forensic toxicology Whether you re challenged to present reliable and secure forensic sample
More informationTOPIC 6: Chemical kinetics
TOPIC 6: Chemical kinetics Reaction rates Reaction rate laws Integrated reaction rate laws Reaction mechanism Kinetic theories Arrhenius law Catalysis Enzimatic catalysis Fuente: Cedre http://loincognito.-iles.wordpress.com/202/04/titanic-
More informationChemical Changes. Lavoisier and the Conservation of Mass
1 Chemical Changes Lavoisier and the Conservation of Mass Chemical reactions are taking place all around you and even within you. A chemical reaction is a change in which one or more substances are converted
More informationBiochemistry Enzyme kinetics
1 Description of Module Subject Name Paper Name Module Name/Title Enzyme Kinetics Dr. Vijaya Khader Dr. MC Varadaraj 2 1. Objectives 2. Enzymes as biological catalyst 3. Enzyme Catalysis 4. Understanding
More informationTable 1. Kinetic data obtained from SPR analysis of domain 11 mutants interacting with IGF-II. Kinetic parameters K D 1.
Kinetics and Thermodynamics of the Insulin-like Growth Factor II (IGF-II) Interaction with IGF-II/Mannose 6-phosphate Receptor and the function of CD and AB Loop Solvent-exposed Residues. Research Team:
More informationSIMPLE MODEL Direct Binding Analysis
Neurochemistry, 56:120:575 Dr. Patrick J. McIlroy Supplementary Notes SIMPLE MODEL Direct Binding Analysis The interaction of a (radio)ligand, L, with its receptor, R, to form a non-covalent complex, RL,
More informationLanthaScreen Eu Kinase Binding Assay Validation Packet. Optimization of a LanthaScreen Eu Kinase Binding Assay for AURKB
Page 1 of 18 LanthaScreen Eu Kinase Binding Assay for AURKB Overview This protocol describes how to perform a LanthaScreen Eu Kinase Binding Assay designed to detect and characterize kinase inhibitors.
More informationChapter 8: An Introduction to Metabolism
Chapter 8: An Introduction to Metabolism Key Concepts 8.1 An organism s metabolism transforms matter and energy, subject to the laws of thermodynamics 8.2 The free-energy change of a reaction tells us
More informationAlgebraic solution for time course of enzyme assays. Enzyme kinetics in the real world. Progress curvature at low initial [substrate]
1 Algebraic solution for course of enzyme assays DynaFit in the Analysis of Enzyme Progress Curves Irreversible enzyme inhibition ONLY THE SIMPLEST REACTION MECHANISMS CAN BE TREATED IN THIS WAY EXAMPLE:
More informationGold nanoparticles from Innova Biosciences
Gold nanoparticles from Innova Biosciences A unique range of options Innova Biosciences Guide Innova Biosciences Ltd. Babraham Research Campus, Cambridge, UK, CB22 3AT +44 (0)1223 661000 info@innovabiosciences.com
More information