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521AnnealingF1

Course: BSTR 521, Fall 2009
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BSTR521 02 2007 - Crystal Growth, Freezing, Annealing - Wim Hol BSTR521: BioCrystallography Protein Crystallography Protein Crystallization, Crystal CryoProtection and Crystal Annealing January 2009 Wim G.J. Hol 1 2 Figure Courtesy of Focco van den Akker PROTEIN CRYSTAL GROWTH - Literature Literature A major text on protein crystallization is: Crystallization of Biological Macromolecules Alex Mcpherson Cold...

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BSTR521 02 2007 - Crystal Growth, Freezing, Annealing - Wim Hol BSTR521: BioCrystallography Protein Crystallography Protein Crystallization, Crystal CryoProtection and Crystal Annealing January 2009 Wim G.J. Hol 1 2 Figure Courtesy of Focco van den Akker PROTEIN CRYSTAL GROWTH - Literature Literature A major text on protein crystallization is: Crystallization of Biological Macromolecules Alex Mcpherson Cold Spring Harbor Laboratory Press Chpt 4 : Some physical and Energetic Principles Chpt 5 : Practical Procedures for Macromolecular Crystallization Chpt 6 : Important Considerations in Macromolecular Crystallization Chpt 7 : Strategies and Special Approaches in Growing Crystals 3 Some older information can be found in; Methods in Enzymology, Vol 114 "Diffraction Methods of Biological Macromolecules Eds. H. W. Wyckoff, C. H. W. Hirs, and S. N. Timasheff, Academic Press, Orlando FL, 1985. In particular the following chapters: Chapter 3: "Theory of Protein Solubility" T. Arakawa and S. N. Timasheff, pp. 49-76. Chapter 4: "Nucleation and Growth of Protein Crystals: General Principles and Assays" G. Feher and Z. Kam, pp. 77-111. Chapter 5: "Crystallization of Macromolecules: General Principles" A. McPherson, pp. 112-119. Chapter 6: "Use of Polyethylene Glycol in the Crystallization of Macromolecules" A. McPherson, pp. 120-124. Chapter 7: "Crystallization of Protein by Variation of pH or Temperature" A. McPherson, pp. 125-127. Chapter 8: "Crystallization in Capillary Tubes" G. N. Phillips, Jr., pp. 128-131. Chapter 9: "Seed Enlargement and repeated Seeding" C. Thaller, G. Eichele, L. H. Weaver, E. Wilson, R. Karlsson, and J. N. Jansonius, pp. 132-135. 4 PROTEIN CRYSTAL GROWTH (II) - Literature Methods in Enzymology Vol 276 Section II"Crystals"-Carter and Sweet(1997) Macromolecular Crystallography Part A Chapter 2: "Overview of Protein Crystallization Methods Patricia C. Weber, pp. 13-22. Chapter 3: "Inferences Drawn from Physicochemical Studies of Crystallogenesis and Precrystalline States" Madeleine Ries-Kautt and Arnaud Ducruix., pp. 23-59. Chapter 4: "Membrane Protein Crystallization: Application of Sparse Matrices to the -Hemolysin Heptamer" Langzhou Song and J. Eric Gouaux, pp. 60-73. Chapter 5: "Response Surface Methods for Optimizing and Improving Reproducibility of Crystal Growth" Charles W. Carter, Jr. , pp. 74-99. Chapter 6: "Second Virial Coefficient as Predictor in Protein Crystal Growth" A. George et al., pp. 100-109. Chapter 7: "Kinetic Aspects of Macromolecular Crystallization" Joseph R. Luft and George T. Detitta , pp. 110-130. Chapter 8: "Using Cosolvents to Stabilize Protein Conformation for Crystallization" Rui Sousa , pp. 131-142. Chapter 9: "Preparation and Crystallization of RNA: A Sparse Matrix Approach" Craig E. Kundrot, pp. 143-156. Chapter 10: "Dynamic Light Scattering in Evaluating Crystallizability of Macromolecules" Adrian R. Ferre-D'amare and Stephen K. Burley , pp. 157-165 Chapter 11: "Two-Dimensional Protein Crystals in Aid of Three-Dimensional Protein Crystal Growth" Aled M. Edwards et al , pp. 166-170. Chapter 12: 5 "Reductive Alkylation of Lysine Residues to Alter Crystallization Properties of Proteins Ivan Rayment , pp. 171-182. How to make the most of your precious protein solution? Protect your protein from damage Use Flash freezing for Long-term protein storage Deng et al, Acta D (2004) Use Protease Inhibitors Use DTT, TCEP against oxidation Find Ligands in the Literature Find Ligands by gel shifts ALWAYS check pH of every solution you add to your protein solution Use your protein solution efficiently Use small volumes in your crystallization micro-experiments Use minute amounts of protein to explore precipitation properties of your protein (in a so-called pre-screen) Explore the effect of temperature on solubility 6 02 BSTR521 2007 - Crystal Growth, Freezing, Annealing - Wim Hol How to make the most of your precious protein solution? Optimize your protein buffer Dynamic Light Scattering (DLS) Low polydispersity in DLS is correlated with crystal growth. Low polydispersity is an indication that your protein is present as a welldefined assembly and not a mixture of different aggregation states. So, testing different buffers (increasing salt, glycerol concentration, changing pH, adding additives, etc) makes sense. How to make the most of your precious protein solution? HEAVY ATOM COMPOUND NATIVE GELS (HAC GELS) Follow-ups: HAC as Additive in Crystallization HAC for Soaks in Crystal Mounting Monitor positional shifts as a result of (presumed) HAC binding Optimize your protein concentration In particular when your protein is forming multimers it might be good to try as high a protein concentration as possible so that your solution contains multimers only and is not a mixture of monomers and multimers (watch also your size exclusion chromatogram for hints) 7 8 How to make the most of your precious protein solution? Limited Proteolysis Provides information about: Speed by which protein gets broken down At different pH values At different temperatures Protective effects Of general additives like NaCl, glycerol, phosphate, etc Of specific additives like inhibitors, substrates,ligands,metals Of protein partners, antibodies Of DNA, RNA Useful chunks For crystallization after or without prurification For creation of truncated constructs Limited Proteolysis Tbru018012AAA, R5679 Tcru023995AAA, W8424 Key: Time for proteolysis 0 = 0 hour 1 = Proteolysis in 1 hour 24= Proteolysis in 24 hours 4 Proteases: T = Trypsin Th = Thermolysin S = Subtilisin G = Glu-C Proteins differ greatly in Protease-sensitivity. You might like to use more than one protease trypsin, GluC, thermolysin, 9 subtilisin, chymotrypsin, elastase, ... The more stable the protein (or protein-ligand complex) the greater the probability of crystal growth. 10 Worth serious consideration FOR A NEW STRUCTURE ONLY PREPARE SEMET PROTEIN... Reason: there are few things as sad as having a nice diffraction data set from a native (i.e. no heavy-atomcontaining sulfur-Met) crystal and having great troubles obtaining such a crystal again. With a SeMet crystal you might as well have had a perfect structure at once!! Caveat: sometimes SeMet protein is difficult to express, is hard to purify, does not wish to crystallize, does not diffract as 11 well Principle of Protein Crystallization The general idea is: induce supersaturation, form a limited number of nuclei increase the size of these nuclei However, nucleation is a very difficult process to control Usually, one aims for a few to a few dozen nuclei per crystallization microexperiment. But quite frequently a significant precipitate is formed quickly, Which means one needs to lower either protein or precipitate concentration. Sometimes crystals do form from the initial precipitate but this is usually a slow process. 12 02 BSTR521 2007 - Crystal Growth, Freezing, Annealing - Wim Hol Factors Affecting Protein Crystal Growth 1. 2. 3. 4. 5. 6. 7. 8. 9. pH Ionic Strength Temperature Concentration of Precipitant Concentration of Macromolecule Purity of Macromolecules Additives, Effectors and Ligands Organism source of Macromolecule Substrates, Coenzymes, Inhibitors 12. Rate of Equilibration 13. Surfactants or Detergents 14. Gravity 15. Vibrations and Sound 16. Volume of Crystallization Sample 17. Presence of Amorphous Material 18. Surfaces of Crystallization Vessels 19. Proteolysis 20. Contamination by Microbes 21. Pressure 22. Electric and Magnetic Fields 23. Handling by Investigator Precipitating Agents Salts Diminish electrostatic repulsion between proteins Promote hydrophobic interactions between proteins PEGs Compete for water molecules with proteins Organics Lower dielectric screening and increase electrostatic interactions Combinations of the above In different concentrations each At different pH values LEADING TO A NICE COMBINATORIAL EXPLOSION QUICKLY 14 10. Reducing or Oxidizing Environment 11. Metal Ions From: Alex McPherson 13 For each protein there are in principle millions of conditions to be explored How to walk efficiently through protein crystallization space?? Salts Used in Crystallization of Proteins 1. Ammonium or sodium sulfate 2. Lithium sulfate 3. Lithium chloride 4. Sodium or ammonium citrate 5. Sodium or potassium phosphate 6. Sodium or potassium or ammonium chloride 7. Sodium or ammonium acetate 8. Magnesium sulfate 9. Cetyltrimethyl ammonium salts 10. Calcium chloride 11. Ammonium Nitrate 12. Sodium formate Histogram showing the relative success of the most popular precipitation agents. PEG has now become the most popular reagent, with ammonium sulfate next 15 McPherson, A. (1999). Crystallization of Biological Macromolecules, Cold Spring Harbor Laboratory Press. 16 From: Alex McPherson Solubility of hemoglobin in concentrated phosphate buffers as a function of ionic strength and temperature. Histogram of those ammonium sulfate concentrations producing macromolecular crystals McPherson, A. (1999). Crystallization of Biological Macromolecules, Cold Spring Harbor Laboratory Press. Note: Ionic strength is defined as: = Ci zi2 Where Ci is the concentration of the i-th ion present in the solution and zi is its charge. 17 Summation is done for all charged particles present in the solution. 18 McPherson, A. (1999). Crystallization of Biological Macromolecules, Cold Spring Harbor Laboratory Press. 02 BSTR521 2007 - Crystal Growth, Freezing, Annealing - Wim Hol PEG variations Polyethylene glycols (PEGs) are among the most frequently used crystal growth agents. The molecular weights range from PEG200 to PEG20,000 Sometimes monomethyl PEG gives better results than PEG sometimes worse. Be aware of potential differences in purity and oxidizing agents in different PEG bottles Currently, it appears that medium Mw PEGs (3-4K) plus 100 to 500 mM salt are possibly the most succesful crystallization solutions for the average protein ( of course, not for your proteins). A wide variety of salts are available in so-called PEG-ion screens. Solubility of various proteins in PEG-4000. Measurements were made in 0.05 M potassium phosphate, pH 7.0, containing 0.1 M KCl 19 McPherson, A. (1999). Crystallization of Biological Macromolecules, Cold Spring Harbor Laboratory Press. 20 Histogram of the PEG-6000 molecular weights producing macromolecular crystals. Histogram of the PEG-6000 concentrations producing macromolecular crystals. 25 randomly selected proteins were set up by sitting drop vapor diffusion at pH 7.0 and otherwise identical conditions against PEG-200, -400, -1000,-2000,-4000,-8000,10000, and -20000. After 12 weeks of incubation, the trials were scored for crystals. McPherson, A. (1999). Crystallization of Biological Macromolecules, Cold Spring Harbor Laboratory Press. 21 McPherson, A. (1999). Crystallization of Biological Macromolecules, Cold Spring Harbor Laboratory Press. 22 Organic Solvents Used Crystallization of Proteins 1. Ethanol 2. Isopropanol 3. 1,3-Propanediol 4. 2-Methyl-2, 4-pentanediol (MPD) 5. Dioxane 6. Acetone 7. Butanol 8. Acetonitrile 9. Dimethyl Sulfoxide 10. 2, 5-Hexanediol 11. Methanol 12. 1,3-Butyrolacetone, and many more such as: 13. 1,4-butane diol 23 24 McPherson, A. (1999). Crystallization of Biological Macromolecules, Cold Spring Harbor Laboratory Press. Top twelve from: Alex McPherson 02 BSTR521 2007 - Crystal Growth, Freezing, Annealing - Wim Hol Histogram of those MPD concentrations yielding macromolecular crystals. 25 McPherson, A. (1999). Crystallization of Biological Macromolecules, Cold Spring Harbor Laboratory Press. McPherson, A. (1999). Crystallization of Biological Macromolecules, Cold Spring Harbor Laboratory Press. 26 Vapor Diffusion By far the most popular method Step1. Mix (un)equal small volumes of protein solution and precipitant solution Step2. Let the mixture equilibrate through the vapor phase against a significantly (but not ridiculously) larger volume of the precipitant solution the reservoir Typical volumes for the protein drop are 0.3+0.3 to 5+5 microliter Typical reservoir volume 0.1 to 2 milliliter Typical protein concentration 10 mgs/ml Several variant techniques: Histogram showing the relative successful used of the various methods for macromolecular crystallization. Currently, vapor diffusion methods are far more popular than any other approach. 27 McPherson, A. (1999). Crystallization of Biological Macromolecules, Cold Spring Harbor Laboratory Press. Sitting drop Hanging drop 28 Vapor diffusion - Hanging drop variant Vapor diffusion - Sitting drop variant Volumes in the hanging drop typically: 1 L protein solution plus 1 L reservoir solution but that can vary up and down by factor up to 10, and the ratio need not to be 1:1. 29 This is a nice slide but in actual practice it is hardly every done this way any more (see a more up to date slide a little later). But for mass production of the same crystals it might be (re)considered perhaps?? 30 02 BSTR521 2007 - Crystal Growth, Freezing, Annealing - Wim Hol Vapor diffusion sitting drop variant A simplified view of the principle of vapor diffusion. Water molecules travel thru space until equilibrium is reached. But in precise terms, thermodynamic equilibrium is reached when the thermodynamic potential of water, H2O, is the same throughout the system. 31 McPherson, A. (1999). Crystallization of Biological Macromolecules, Cold Spring Harbor Laboratory Press. McPherson, A. (1999). Crystallization of Biological Macromolecules, Cold Spring Harbor Laboratory Press. 32 Micro-batch Is a very simple procedure: Step 1. Add protein solution to the reservoir Step 2. Add the precipitant solution to the reservoir Step 3. Seal reservoir. Microbatch-under-oil Procedure in outline: Step 1: pipette oil into a well Step 2: pipette protein solution under oil Step 3 : pipette ppt solution under oil Step 4 : centrifuge plate for good mixing (not always) Typical volumes for the protein drop are 0.1+0.1 to maybe even 5+5 microliter Typical protein concentration 10 mgs/ml A variant gaining popularity: Micro-batch-under-oil 33 Its main advantage is that it lends itself nicely to robotization with the small volumes under oil not subject to rapid evaporation When using water-permeable oils one has an extra effect: the concentration of protein and ppt is increasing gradually over time 34 Microbatch Under Oil Crystallization Screening in a 1536 Well Microassay Plate Free-interface Diffusion More recently the free-interface diffusion procedure is getting new attention Step 1: deliver protein to a reservoir usually cylindrically in shape such as e.g. a capillary Step 2: deliver precipitate solution to reservoir Its main advantage is that it allows different positions in the reservoir to have different changes in protein and ppt concentration over time i.e. different rates of nucleation are explored When using water-permeable container material one has an extra effect: the concentration of protein and ppt is increasing gradually over time 35 From : George DeTitta and co-workers HWMRI, Buffalo. 36 02 BSTR521 2007 - Crystal Growth, Freezing, Annealing - Wim Hol Free-interface Diffusion in Capillaries Free-interface and Vapor Diffusion Combined Note: Volumes can be smaller than below 1 2 3 Photographs of a Nalgene 870 PFA capillary containing crystals. (a) A tube showing a combination of free-interface liquid-liquid and vapor diffusion crystallization techniques. On the left is 60 l of a precipitant solution containing polyethylene glycol in phosphate buffer, while separately on the right is a droplet of precipitant and protein solutions (5l each) in contact with each other. If placed vertically, it makes sense to have the layer with greatest density being the lowest layer. Three, or more, layers are also possible 1= after adding the volumes to capillary 2= after making layers touch often by (mild) centrifugation 3= after crystals grow - often by magic. 37 (Often NOT at interface) (b) A close-up view of the crystallization droplet that contains yellow crystals of dihydrolipoamide dehydrogenase. One of the characteristics of crystallization using this technique in these tubes is the initial formation of crystals specifically on the meniscus rather than attached to the tube wall. 38 Use of plastic capillaries for macromolecular crystallization, Potter, R., Hong, Y.S. and Ciszak, E.M., J. Appl. Cryst. 37: 500-501 (2004) Free-interface Diffusion and Microfluidics Free-interface Diffusion and Microfluidics (E) Prototype protein crystallization chip 144 parallel reaction chambers A robust and scalable microfluidic metering method that allows protein crystal growth by free interface diffusion Hansen, 39 PNAS (2002) 99: 1653116536. (A) Section of a device showing three pairs of compound reaction chambers. Control channels are filled with 20 mM Orange G (Aldrich). Buried control channels of the elastomer chip are separated from openbottom flow recesses by a 15-m elastomer membrane. Hydraulic actuation of the control channel deflects the membrane and pinches off the flow line, creating a fluidic seal. Containment valves (Upper and Lower) allow isolation of compound wells during incubation. (Scale bars, 1 mm.) A robust and scalable microfluidic metering method that allows protein crystal growth by free interface diffusion Hansen, 40 PNAS (2002) 99: 1653116536. Free-interface Diffusion and Microfluidics A COMMENT REGARDING ALL METHODS Finally, with regard the purity of a protein sample, never trust anyone*. No matter who the source, analyze and the protein sample yourself to insure that it is not so obviously heterogeneous to begin with that your efforts will be hopeless. Be skeptical of claims of purity unless you have seen the evidence yourself. From: Alex McPherson (B) Loading of reagents using pressurized outgas priming method. The interface valve (Center) is actuated, and reagents are loaded into adjacent sides of compound wells. (Lower) Wells are being deadend- loaded with water. (Upper) Wells have been loaded with 13mMbromophenol blue sodium salt (Aldrich). (C) A gradient of dye concentration. The containment valves (Upper and Lower) isolate compound wells, and the interface valve is released to allow diffusive mixing. The image shows complete mixing after 2 h. (Scale bars, 1 mm.) A robust and scalable microfluidic metering method that allows protein crystal growth by free interface diffusion Hansen, 41 PNAS (2002) 99: 1653116536. 42 *including yourself 02 BSTR521 2007 - Crystal Growth, Freezing, Annealing - Wim Hol Vapor Diffusion Walking through Phase Diagrams Precipitant Concentration Different Crystallization Methods Precipitate Nucleation Zone Clear Drop Protein Concentration 43 44 Each Individual Well a Unique Vapor-Pressure End Point Classical Micro-Batch Under Oil (Non-permeable oil and trays assumed) Modified Micro-batch Under Oil (Water-permeable oil) Precipitant Concentration Precipitant Concentration Precipitate Precipitate Nucleation Zone Clear Drop Nucleation Zone Clear Drop Protein Concentration Protein Concentration 45 46 Each well a fatal and dry End Point Microbatch Under Oil (with Defined End Point) Free Interface Diffusion (impermeable reservoir material) Precipitate Precipitant Concentration Precipitant Concentration Precipitate Nucleation Zone Clear Drop Nucleation Zone Clear Drop Protein Concentration Protein Concentration 48 In Vapor-Batch trays each well same vapor pressure end point 47 Equal Start volumes assumed 02 BSTR521 2007 - Crystal Growth, Freezing, Annealing - Wim Hol Free Interface Diffusion (permeable reservoir material : no defined end point) ( or air gap between two solutions in capillary: defined end point) Special methods Dialysis Has the great that advantage the same protein solution can in principle be subjected to many different precipitant solutions in particular when the crystals grown can be readily dissolved again Is quite labor-intensive to set up Precipitant Concentration Precipitate Nucleation Zone Clear Drop Protein Concentration Changing pH Epitaxial Growth 49 50 Equal Starting volumes assumed Dialysis Advantages: Tremendous control over the composition of the precipitant solution; Precipitant solution easy to change any time, if desired. Dialysis Thinwalled capillary Protein solution Protein solution Protein solution spun down Precipitant solution Disadvantages: Quite cumbersome to set up and to inspect Real small volumes not easy. Membrane Plastic Ring Precipitant solution Membrane 51 Small volume Dialysis in thin-walled glass capillaries If crystals grow can go straight into X-ray Beam (at Room temp) 52 Dialysis Altering the pH by diffusing in a volatile buffer though vapor phase Popular with electron microscopy experts to grow 2D crystals in the presence of lipids. Vapor diffusion of a presumed volatile base from the dessicator reservoir into the capillaries with protein Reservoir with aminoethanol in ethanol-buffer mixture Ethanol Protein solution Microdialysis buttons (Zeppezauer) 53 McPherson, A. (1999). Crystallization of Biological Macromolecules, Cold Spring Harbor Laboratory Press. Used for the crystallization of papain, a plant sulfhydryl protease, by Jan Drenth et al. in 60s. 54 02 BSTR521 2007 - Crystal Growth, Freezing, Annealing - Wim Hol EPITAXIAL GROWTH EPITAXIAL GROWTH Often thought of as a possible way to initiate nucleation The surface, however, has to match the repeat distances of at least one surface of the (unknown) protein crystal The surface also has to have the proper physical chemical and properties to induce nucleation of the protein Protein crystals Mineral for nucleation 55 From a paper by Alex McPherson in either Nature or The Scientific American, or both 56 Crystallization: a multi-step process Step 1 : Initial Screening Determine lead conditions for crystallization Using a coarse screen also called random screens Step 2 : Optimization of hits Optimize lead conditions to produce diffraction quality crystals by optimization matrices around initial hits Temperature Variation A subtle way to obtain (much better) crystals (Even 14 C can give different crystals than 20 C) Actually : Often many optimization-generations needed Room Temperature 57 Cold Room Temperature 58 Lori Anderson & SGPP SEEDING A splendid way to obtain (much better) crystals form poor initial crystals MICROSEEDING As seeds can serve: (Way) too small crystals Crushed larger crystals Mutant protein crystals SulMet crystals for SelMet protein, and vice versa Various seeding methods Micro-seeding - such as Streak seeding usually with a particular hair from a particular domesticated animal - often with a range of dilutions from the solution with seeds Macro-seeding - Clean and grow again - partial dissolving of crystals to clean the surface, then increase protein concentration 59 McPherson, A. (1999). Crystallization of Biological Macromolecules, Cold Spring Harbor Laboratory Press. 60 02 BSTR521 2007 - Crystal Growth, Freezing, Annealing - Wim Hol STREAK SEEDING MACROSEEDING 61 McPherson, A. (1999). Crystallization of Biological Macromolecules, Cold Spring Harbor Laboratory Press. McPherson, A. (1999). Crystallization of Biological Macromolecules, Cold Spring Harbor Laboratory Press. 62 MACROSEEDING MACROSEEDING 63 64 Lipoamide dehydrogenase Bram Schierbeek Lipoamide dehydrogenase Bram Schierbeek MACROSEEDING ADDITIVES Another way to obtain better crystals form poor initial crystals The idea is that small-molecule ligands either: stabilize the protein which usually means a significantly increased probability of obtaining crystals (the so-called freezers) assist in forming crystal contacts (the so-called glues) (Sometimes the same small molecule can serve as freezer and as glue) (Sometimes additives are also called co-crystallants) 65 66 Lipoamide dehydrogenase Bram Schierbeek 02 BSTR521 2007 - Crystal Growth, Freezing, Annealing - Wim Hol ADDITIVES Frequently used additives: Substrates and products Substrate fragments e.g. ADP for an NAD-binding enzyme Co-crystallants and Crystallization Pfal008421WES Native Pfal008421WES Native plus Acyclovir Metals Any Ligand or Inhibitor Detergents like -octylglucoside Heavy-atom compounds HAC-native gels can be useful Any compound! (There are special additive screens on the market) 67 0.1 M Ammonium Sulfate 0.1 MOPS pH 6.5 25% PEG 3350 Drop size 1ul + 1ul 0.2 M Ammonium Sulfate 0.1 M HEPES pH 7.5 25% PEG 3350 2.1mM Acyclovir Drop Size 0.4ul + 0.4ul UNMOUNTABLE MOUNTABLE 68 The effect of a known inhibitor Specific Synthetic Ligands Change Crystals (but in this remarkable case left cell dimensions the same!) LT B-pentamers & MDT crystal contacts mediated by seven co-crystallant molecules. Native ASU Cyclosporin Co-crystal - SAME(!!)ASU Hovey, B., Verlinde, C. L. M. J., Merritt, E. A. & Hol, W. G. J. (1999). Structure-based discovery of a pore-binding ligand: Towards assembly inhibitors for cholera and related AB5 toxins. J. Mol. Biol. 285, 1169-1178. Tcru 13382 A cyclophylin homolog : without & with Cyclosporin 69 Jonathan Caruthers & SGPP 70 Do Not Underestimate E.coli ! 6-pyruvoyl-tetrahydropterin synthase (PTPS) PFAL004546 from SGPP Surprisingly frequently heterologous expression of proteins into E coli results in ligands bound to the protein of interest! Metal ions, like zinc, are frequent donations from E. coli. In some cases the donated ligand can even be labeled with selenium! 71 Human homolog Subunit size Resolution Structure solution Structure : 14% & 28 % identity : 173 residues :2 : MAD : 3 subs/ASU, biological hexamer 72 SGPP & Juergen Bosch 02 BSTR521 2007 - Crystal Growth, Freezing, Annealing - Wim Hol 6-pyruvoyl-tetrahydropterin synthase (PTPS) PFAL004546 from SGPP Putative Methyl Transferase LMAJ004091AAA from SGPP Monomer 6-pyruvoyl-tetrahydropterin in 1.5 density (magenta = Zn2+) Human homolog Subunit size Structure solution Resolution Structure Cofactor: : 36 % (81/224) : 250 : MAD : 1.9 : 1 subunit / ASU : S-Adenosyl-homocysteine 73 Zn and 6-pyruvoyl-tetrahydropterin at active site 74 SGPP & Mark Robien Putative Methyl Transferase LMAJ004091AAA from SGPP Anomalous Difference Fourier contour levels: showing without ambiguity that this is a Selenium atom ROBOTICS Advantages: Less human errors Easier record keeping (Very) easy repeat use of protocols Frees scientists for the challenging tasks Smaller volumes possible Some types of crystallization methods lend themselves well for robotics: The sitting drop method The microbatch-under oil procedure A bit more cumbersome is: The hanging drop method Not only the initial set-up needs to be roboticized, but also the imaging of the many drops to quickly see if crystals have appeared S(e)-adenosyl-Selenohomocysteine.. 75 Also Preparation of Solutions can benefit greatly from Robotics 76 The HTP Search Lab in Buffalo a b SGPP Crystal Optimization Robots a. The Robbins Scientific Hydra 384 pipetting robot b. A 1536 well Greiner plate c c. The HTP robotic photo stand d. Macroscope thumbnail photos Refined Optimization Matrices Made by Hand Hydra II Plus 1 Acapella e d e. An enlargement of an interesting thumbnail, showing information about the crystallization cocktail. Crystal Track Designs Matrices RoboDesign Crystallographer Review Manual Scoring Database and Image Archive MicroScope II Harvestable Crystals Initial Screening for Leads (George DeTitta, February 2001) 77 Structure Determination Units 78 Larry DeSoto & SGPP 02 BSTR521 2007 - Crystal Growth, Freezing, Annealing - Wim Hol How to make the most of your crystals?? A protein crystal can be VERY precious in particular when only a few could be obtained! Procedures to obtain the most diffraction and phasing data out of your crystals: Cryo-protect Anneal Dehydrate Expose different pieces of the same crystal - in particular on socalled micro focus synchrotron beams Soak in Heavy-Metal Compounds, even repeatedly Save exposed crystals for SEEDING 79 CRYO PROTECTION Protein crystals suffer at room temperature from serious X-ray radiation damage Cryo-cooling the crystals to 100 K is a way to dramatically reduce the radiation damage The cooling process needs to avoid the formation of ice crystals in the protein crystal since these destroy the order of the protein molecules in the protein crystal Some mother liquors are amenable to cryo-cooling without any additions many others need additives to save the crystals during the cooling process Hope, H. Acta Crystallogr B. (1988) 44:22-26. Hope, H. et al, Acta Crystallogr B. (1989) 45: 190-199. Rodgers, D., Structure (1994) 2: 1135-1140. 80 CRYO PROTECTION CRYO PROTECTION 81 82 CRYSTAL ANNEALING Variations: Flash Annealing Yeh & Hol, Acta Cryst. (1998) D54, 479-480. FLASH ANNEALING In its simplest form : simply block the liquid nitrogen stream for around 30 seconds This allows the crystal to warm up Maybe the crystalline mosaic can reshuffle and reorder in this process The crystal attracts/looses water during this process so that changes in water content of the crystal might also be a factor Procedure independently invented in many labs first publication seems to be: Yeh, J. I. & Hol, W. G. J. (1998). A flash annealing technique to improve diffraction limits and lower mosaicity in crystals of glycerol kinase. Acta Cryst. D54, 479-480. New Solution Annealing Harp et al. Acta Cryst. (1998). D54, 622-62 Dehydration (& Rehydration) Controlled Humidity Changes at Room Temperature Huber group General Ref: Harp, J. et al: Acta Cryst. (1999). D55, 1329-334: Macromolecular crystal annealing: evaluation of techniques and variables. 83 84 02 BSTR521 2007 - Crystal Growth, Freezing, Annealing - Wim Hol FLASH ANNEALING FLASH ANNEALING Glycerol Kinase Diffraction pattern - Prior to Flash Annealing 85 Joanne Yeh Joanne Yeh ..and after annealing 86 FLASH ANNEALING Literature examples: post-crystallization treatments can improve diffraction quality and resolution Dehydration, cryocooling, annealing, rehydration Sometimes only crucial improvement in mosaicity Sometimes only minimal resolution improvement by 0.3 Sometimes real significant resolution improvement by 1.5 Up to 8 resolution gain reported.. Joanne Yeh 87 88 The Power of Flash-Annealing DsbG: 10>2 Initial diffraction: 10 , streaky spots Tried stepwise equilibration into cryo, annealing. ~90% solvent Before EF-Tu-Ts Complex of 2 elongation factors from E. coli (EF-Tu is a guanine-nt-binding Initial diffraction: 5 , 61% solvent Dehydration technique: protein, EF-Ts is a guanine-nt-exchange protein) Dehydration method Transfer crystal from crystallization drop (20% PEG 4K) to 5l hanging drop of dehydrating solution (30% PEG 4K), equilibrated against 1 ml dehydrating solution overnight at 4C Treated crystals were more robust than untreated crystals After Equilibrated in 2 steps (10 min each) against dehydrating solution + 15% and 25% glycerol Over 24 steps, exchange ML (20% PEG4000 + 90 mM (NH4)2SO4) for cryo solutions with more concentrated PEGs and no (NH4)2SO4 Crystals first developed cracks parallel to one crystal axis; cracks disappeared after 21st transfer step New diffraction: 2 , no more streaks! 53% solvent. Heras, et al Structure 11: 139-145 (2003?) New diffraction: 2.7, 55% solvent 89 90 Schick B and Jurnak F (1994). Extension of the Diffraction Resolution of Crystals. Acta Cryst D50: 563-568 02 BSTR521 2007 - Crystal Growth, Freezing, Annealing - Wim Hol NF-B P52:DNA Eukaryotic transcription factor mediating immune response in mammals; important in ex...

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Washington - CHEM - 152
Chem 152 Practice Exam 2 (with answers) Exam 2 will cover Chapter 11 and Chapter 12 This practice test will be most useful if you attempt to take it before looking at the answers. Administrative Stuff 1. If your calculator has memory, it must be clea
Washington - CHEM - 162
Washington - OCEAN - 450
Climate Records from Ice CoresMajor Points Ice cores have provided the best record of climate change over the last 700K years. The most important climate characteristics recovered from ice cores are air temperature, atmospheric CO2 and CH4 concent
Washington - PCC - 587
Example: Snowball Earth Several putative episodes between 750 Myr and 580 Myr ago. Evidence controversial, but puzzling (e.g., glaciers at sea level at the equator Freeze-fry cycles (global mean temperature -40C to 40C !)Hoffman and Schragg, Sci
Washington - TCSS - 321
Discrete Probability Probability Theory5/23/2007TCSS321B Isabelle Bichindaritz1Learning Objectives Define the terminology of discrete probability theory: experiment, sample space, event. Define the probability of an event. Define the proba
Washington - PSY - 333
Chapter 14: The Cutaneous SensesCutaneous System Skin - heaviest organ in the body Epidermis is the outer layer of the skin, which is made up of dead skin cells Dermis is below the epidermis and contains four kinds of mechanoreceptors that respo
Washington - CONJ - 480
Objectives: Describe the histology of the cortex Review the primary cortical areas: location, structure, function, thalamic input Consider the differences between primary and association cortical areas Describe characteristic lesions of assoc
Washington - ESS - 200802
OR 2008/ 2/25 0:00:00; 1.5 - 5.0 Hz; Envelope lowpass at 0.05 Hz 0 KMO-Z 20-1VLL-Z 80-2TDH-Z 80-3SSO-Z 40-4GMO-Z 50-5FRIS-Z 20-6HUO-Z 10-7MOON-Z 40-8IRO-Z 10-9DBO-Z 20-10BBO-Z 30-1100.10.20.30.40.
Washington - ESS - 200805
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Washington - ESS - 200803
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Washington - ESS - 200803
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Washington - ESS - 200803
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Washington - ESS - 200805
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Washington - ECON - 583
GMM and MINZ Program Libraries for MatlabMichael T. Cli Krannert Graduate School of Management Purdue University March 2, 2003This document accompanies the GMM and MINZ software libraries for Matlab which complement and build from James LeSages Eco
Washington - PSII - 101
DepressionUnipolar DepressionDSMIVCriteria(5ormoresymptomsovera2week period) depressedmood diminishedinterestorpleasure(anhedonia) weightorappetiteincreaseordecrease sleepingtoomuchortoolittle feelingveryagitatedorphysicallyslowed lossofenergy
Fayetteville State University - PHY - 2054
PHY 2054C College Physics BElectricity, Magnetism, Light, Optics and Modern PhysicsWA Wt|w `A _|wTodays Lecture: purpose & goalsL13Ch23 Spring 20081) Snells law, and Total Internal Reflection 2) Focussing, Lenses, the Lens Equation and ray tr
Union College - ECO - 101
Economics 101 Introduction to EconomicsYounghwan SongCHAPTER 8 APPLICATION: THE COSTS OF TAXATIONTHE DEADWEIGHT LOSS OF TAXATION Tax RevenueChanges in Welfare A deadweight loss is the fall in total surplus that results from a market distortio
Union College - ECO - 354
Corporate vs Country Economic Clout The Top 100 (52 corporations/48 countries)(forthcoming from Sarah Anderson and John Cavanagh, Field Guide to the Global Economy (2nd edition), New York: New Press, 2005.Countries/Corporations 1 2 3 4 5 6 7 8 9 10
Fayetteville State University - ETD - 07042007
THE FLORIDA STATE UNIVERSITY COLLEGE OF CRIMINOLOGY AND CRIMINAL JUSTICERACE, ETHNICITY, THREAT, AND PUNITIVE ATTITUDES TOWARD CRIMINALSBy RANEE MCENTIREA Dissertation submitted to the College of Criminology and Criminal Justice in partial fulf
Washington - P - 506
PHILLIPS v. AWH CORP.Cite as 415 F.3d 1303 (Fed. Cir. 2005)13031994), in summarily dismissing Applicants Internet advertising evidence is misplaced. Leatherman was decided long before Internet advertising became a cost-effective alternative to t
Washington - P - 506
Mock Trial, American Version Husky is the assignee of the `123 and `456 patents. The `123 patent contains apparatus claims directed to integrated circuits ("ICs") used in the control of radio frequency ("RF") signals. The `456 patent, which is a co
Washington - P - 506
PATENT LITIGATION PROCEDUREAdvanced Patent Law Seminar February 10, 2009 Paul T. Meiklejohn Douglas F. StewartTopics for Todays Discussion Discovery Trial1Litigation: DiscoveryDiscoveryTypes Required by rules Adversarial2Discovery
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Extraterritorial Patent Enforcement in EUTransnational Intellectual Property Law, Theory & Practice Transnational IP Seminar At CEIPI Strasbourg March 25, 2009Dieter StauderEC Regulation 44/2001Article 2 1. Subject to this Regulation, persons
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Presentation at 09 Transnational IP Seminar, CEIPI U of StrasbourgExtraterritorial Enforcement of Patent Rights under 35 USCToshiko Takenaka, Ph.D.WRF/W. Hunter Simpson Prof. of Tech. Law Director, CASRIP University of Washington School of LawT
Mt. Mercy - IBS - 540
GAURAV JOSHI FINAL TASK LIST TASK LIST PROPOSAL BUSINESS ANALYSIS (QUISTIONAIRE) PROJECT PROPOSAL & BRIEF SCHEDULE BUDGET PLAN NPV REVIEW MAPPINGS FTE KICK OFF MEETING TIME (DAYS) 10 10 8 10 15 2 5 2 1PRE- PLANNINGIACREATE TEAM/BUDGETS/AVAILABL
Washington - AA - 101
Homework #2: Questions & AnswersRead: Chapter 2 (pp 15-35) in Understanding Flight 1. Describe, in paragraph form, how a pilot controls the lift on an airplane and the aerodynamic changes that result. Angle of attack is the primary control, which t
Union College - PHYSICS - 200
Chromatography Intro basic terminology types Partition and Adsorption C Ion-Exchange C Gel Filtration (aka Exclusion or Molecular Sieve) C Affinity C Extremely varied and widely used methodology for separation and analysis Based on early ex
Union College - PHYSICS - 200
DNAGene Expression - Transcription Genes are expressed as encoded proteins in a 2 step process: transcription + translation Central dogma of biology:DNA RNA protein Transcription: copy DNA strand making RNA (in nucleus) Uses ~50 different t
Fayetteville State University - ETD - 06032004
THE FLORIDA STATE UNIVERSITY COLLEGE OF ENGINEERING ROBUST CHANGE DETECTION AND CHANGE POINT ESTIMATION FOR POISSON COUNT PROCESSESBy Marcus B. PerryA Dissertation submitted to the Department of Industrial Engineering in partial fulfillment of th
Union College - CSC - 260
CSC260 Spring 2007 Lecture 3 Design quality, design principles Before we write any code, there should be a design for the system. High level design is not really the focus of this course, but I thought it was important to spend a bit of time addressi
Union College - CSC - 103
CSC-103 Quiz October 28, 2008Name:Using string methods, write expressions that do the following: 1. Capitalize 'boolean' > 'boolean'.capitalize() 'Boolean' > 2. Find the first occurrence (report the index) of '2' in 'CO2 H2O' > 'CO2 H2O'.find('2'
Union College - CSC - 103
CSC-103 Handout String functions and methods string concatenation string character access substrings length function + [] <string>[<start>:<end>] len(<string>)String methods applied using the form <string>.<method>( ) capitalize() upper() lower() s
Union College - CSC - 103
In class exercises If Statements September 30, 2008 1. Let's say you have two float variables, population and land_area. a) Write an if statement that will print the population if it is less than 10,000,000 if population < 10000000: print "population
Union College - CSC - 103
CSC-103 Intro to Computational Science Quiz 4 October 8, 2008Name:1. Complete the following function. The function asks the user for the diameter of a pizza and the price of the pizza. It then will compute and print the cost per square inch of th
Washington - PH - 225
Union College - ESC - 100
ESC100 Design Studio Project Challenge PresentationDuring the challenge each team will give a 2 minute presentation to the judges. This presentation must include a detailed sketch or picture of the final design, a brief description of design featur
Washington - PHYS - 122
Name, student#_Physics 122A Winter 2005 Exam 2 Friday, February 11, 2005Name _solution_ _ last first Signature _Time: 9:30-10:20 Seat NumberStudent ID Number _READ THIS ENTIRE PAGE NOW, BEFORE THE HALF-HOUR BELL. Do not open the exam before
Washington - SOC - 110
Review Social Movements and Social ChangeTheprisonersdilemmamodel showsthatwhenthereis competitionforscarceresources,behaviorthatisrational attheindividuallevelleadstosuboptimaloutcomesat theaggregate,orgrouplevel. Acollectivegood issomethingthat,if
Washington - VN - 981
Washington - BIOL - 481
Received 22 January 2002 Accepted 30 January 2002 Published online 1 May 2002Timing of transmission and the evolution of virulence of an insect virusVaughn S. Cooper1*, Michael H. Reiskind1, Jonathan A. Miller2, Kirsten A. Shelton3, Bruno A. Walth
Washington - BIOL - 481
Local Interactions Select for Lower Pathogen Infectivity Michael Boots, et al. Science 315, 1284 (2007); DOI: 10.1126/science.1137126 The following resources related to this article are available online at www.sciencemag.org (this information is curr
N.C. State - ST - 740
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Washington - COM - 306
DAYS AGENDA The media and the political spectacle o How the media construct problems o How the media construct enemies Consuming the media o Stuart Halls encoding-decoding model o Reading positions & social positionsMURRAY EDELMANS (1988) THESIS
N.C. State - MA - 780
MA 780 Homework #4, Part II Due Friday, April 11 1. Using Gauss-Chebyshev and Gauss-Hermite integration formula to show that1 -1 -xm dx = 1 - x2 e-x xm dx =2 nn i=1cosm(2i - 1) , 2nnif m 2n - 1; 2n+1 n! xm i (Hn (xi )i=12i
N.C. State - AEE - 523
N.C. State - AEE - 578
EthnographyEthnography Ethno refers to human culture Graphy means description ofEthnography A research process used in the scientific study of human interactions in social settings Used extensively in anthropology Has become increasing pop
N.C. State - P - 151
N.C. State - ECE - 406
Lecture NotesCourse Number: Instructor: Date: Lecture Number: ECE 406 Ben Heard 2/16/09 102009North Carolina State University - All Rights ReservedUntitledFebruary 16, 2009AutoSave1UntitledFebruary 16, 2009AutoSave2Untitled
Washington - CHEM - 165
Chemistry 16522-1Chapter 22: The Halogens and the Noble GasesThe halogens (group VII) are the most reactive of the non-metallic elements. They are all oxidizing agents (easily reduced) and are found in nature only in combination with other eleme
NYU - PJK - 233
Chaper 4: Stereochemistry of of Alkanes and Cycloalkanes A model system-Ethane (CH3CH3):The different forms of ethane can be achieved by rotating the front or rear carbon 60 degrees, the staggered confirmation is more stable due to the decreased tor
N.C. State - ARE - 306
http:/www.aoc.state.nc.us/www/public/coa/opinions/2002/unpub/011415-1.htm A decision without a published opinion is authority only in the case in which such decision is rendered and should not be cited in any other case in any court for any other pur
N.C. State - BCH - 455
Gene Isolation This is beyond the scope of this class so assume it is easy! From this point its pretty straightforward to express it and make large quantities of the protein for which it codes. The segment of DNA corresponding to the coding regio
N.C. State - BCH - 455
ProteinsThey are a relatively homogeneous class of molecules. All are the same type of linear polymer built of various combinations of the same 20 amino acids differing only in the sequence. Their functional diversity lies in the threedimensi
NYU - ECON - 1988