High-Resolution Solid-State NMR Characterization of Ligand Binding

Aug 1, 2017 - Solid-state NMR is becoming a powerful tool to detect atomic-level structural features of biomolecules even when they are bound to (or t...
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High-resolution Solid-state NMR Characterization of Ligand Binding to a Protein Immobilized in a Silica Matrix Linda Cerofolini, Stefano Giuntini, Alexandra Louka, Enrico Ravera, Marco Fragai, and Claudio Luchinat J. Phys. Chem. B, Just Accepted Manuscript • DOI: 10.1021/acs.jpcb.7b05679 • Publication Date (Web): 01 Aug 2017 Downloaded from http://pubs.acs.org on August 2, 2017

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High-resolution Solid-state NMR Characterization of Ligand Binding to a Protein Immobilized in a Silica Matrix

Linda Cerofolini,1 Stefano Giuntini,1,2 Alexandra Louka,1,2 Enrico Ravera,1,2* Marco Fragai,1,2,3* Claudio Luchinat1,2*

1. Magnetic Resonance Center (CERM), University of Florence, and Interuniversity Consortium for Magnetic Resonance of Metalloproteins (CIRMMP), Via L. Sacconi 6, 50019 Sesto Fiorentino (FI), Italy 2. Department of Chemistry “Ugo Schiff”, University of Florence, Via della Lastruccia 3, 50019 Sesto Fiorentino (FI), Italy 3. GiottoBiotech S.R.L., Via Madonna del Piano 6, 50019 Sesto Fiorentino (FI), Italy

Corresponding Authors: Enrico Ravera: [email protected] Marco Fragai: [email protected] Claudio Luchinat: [email protected]

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ABSTRACT Solid state NMR is becoming a powerful tool to detect atomic-level structural features of biomolecules even when they are bound to - or trapped in - solid systems that lack long-range three dimensional order. We here demonstrate that it is possible to probe protein-ligand interactions from a protein-based perspective also when the protein is entrapped in silica, thus translating into biomolecular solid state NMR all the considerations that are usually made to understand the chemical nature of the interaction of a protein with its ligands. This work provides the proof of concept that also immobilized enzymes can be used for protein-based NMR protein-ligand interactions for drug discovery.

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ABBREVIATIONS CP

Cross Polarization

CSP

Chemical Shift Perturbation

DARR

Dipolar Aided Rotary Resonance

DCP

Double Cross-Polarization

hCAII

human carbonic anhydrase II

HEPES

2-[4-(2-hydroxyethyl)piperazin-1yl]ethanesulfonic acid

MAS

Magic Angle Spinning

SSNMR

solid-state Nuclear Magnetic Resonance

swfTPPM

Swept-frequency two-pulse phase modulation

TMOS

tetramethyl orthosilicate

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INTRODUCTION

Several chemical applications including fine chemistry, diagnosis and decontamination rely upon the use of immobilized proteins. The immobilization of enzymes is of particular interest because of the variety of reactions that they can catalyze under mild, physiological, conditions,1–6 reducing the environmental footprint of chemical processing.7 Protein immobilization often results in improved stability;8 furthermore, the immobilized enzyme becomes an heterogeneous catalyst that can be easily removed from the reaction mixture, thus reducing the problems of using enzymes in an industrial setting.9 Several

different

approaches

have

been

proposed

for

the

purpose

of

protein

immobilization,8,10,11 mainly clustered in the categories of: adsorption,12,13 covalent linkage,14–16,6 encapsulation by confinement in a physical barrier17 and entrapment within a matrix.18 Among the entrapment methods, one very interesting approach is the creation of a bioinspired silica scaffold around the protein.19–22 This approach ensures higher immobilization than mere adsorption and, at the same time, does not foresee the creation of any covalent bond, hence it less likely perturbs the native fold of the enzyme. Furthermore, enzymes immobilized through this approach have been reported to have higher stability.8,23,24 Checking the preservation of the active fold of the protein when immobilized often requires a combination of different experimental techniques,25–27 so that most of the characterizations are performed either by the assessment of the enzymatic activity or by immunochemical assays.28 However the recent developments in solid-state biomolecular NMR29–36 have demonstrated that SSNMR is becoming a powerful tool for the characterization of hybrid inorganic/biomolecular composites lacking long range order: evidence has accumulated over the years that it is possible

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to characterize the inorganic component, the composition of the biomolecular component,37–45 changes in the spectra of the entrapped protein46 down to structural features at the atomic level for entrapped47–51 as well as for adsorbed proteins,52 and also to probe the biomolecule-matrix interactions.53–56 Since sufficient resolution is achieved to observe changes in the chemical environment of individual atoms, in principle this would make it possible to probe protein-ligand interactions from the protein perspective. We here describe the application of SSNMR to detect the interaction between silica-immobilized human carbonic anhydrase (hCAII) and two of its inhibitors, the weaker sulpiride and the stronger furosemide. We have chosen hCAII because it has been already characterized by NMR.57–61 hCAII is a very efficient enzyme that catalyzes the hydration of CO2 to HCO3-, which would occur too slowly on the physiological timescale. Immobilized hCA has an industrial relevance for CO2 sequestration,62–66 and its esterase activity67,68 may have biotechnological applications.69 In addition to this, the different isoforms of hCA are found to be overexpressed in several pathologies, thus they are interesting targets for drug development.70–73

MATERIALS AND METHODS Expression of human Carbonic Anhydrase II (hCAII) The gene encoding hCAII into the pCAM vector was transformed into Escherichia coli BL21(DE3) Codon Plus RIPL cells, which were subsequently cultured in rich (LB) medium containing ampicillin (0.1 mg/mL) and chloramphenicol (0.034 mg/mL). Cells were grown at 310 K overnight and then harvested by centrifugation at 4000 rpm (JA-10 Beckman Coulter) for 20 min at 298 K. After switching the cells into the minimal medium containing ampicillin (0,1

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mg/mL) and chloramphenicol (0.034 mg/mL), (15NH4)2SO4 and

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C-glucose, the bacterial cells

were cultured at 310 K for 30 min and subsequently induced with IPTG (1 mM final concentration) and 0.5 mM ZnSO4. Cells were further grown at 310 K for 5 hours and then harvested by centrifugation at 6500 rpm (JA-10 Beckman Coulter) for 20 min at 277 K. All the purification procedures were carried out at 277 K. The pellet was resuspended in 20 mM Trissulfate, pH 8.0, 0.5 mM ZnSO4 (200 mL per liter of culture). Cell disruption was performed on ice by sonication alternating 30 s of sonication and 5 min of resting for 10 cycles. The suspension was ultra-centrifuged at 40000 rpm for 30 min at 277 K. The supernatant, containing crude hCAII protein, was purified by Nickel affinity chromatography using a linear 0-0.5 M Imidazole gradient. Fractions containing pure hCAII were identified by Coomassie staining 13.5% SDS-PAGE gels. Then the protein was dialyzed against 20 mM Tris-sulfate buffer at pH 8.0, 10 mM EDTA and then against 20 mM Tris-sulfate buffer at pH 7.0, 0.5 mM ZnSO4. The hCAII was further purified by gel filtration using a Superdex 75 26/60 column (Amersham Biosciences) in 10 mM HEPES buffer at pH 7.2 and concentrated with Amicon ultrafiltration device to a final concentration of 40 mg/mL. The overall yield of purified protein was 250 mg/L. Silicification reaction The silicification reactions of hCAII were performed as previously reported14 using Poly LLysine as a promoter for the polymerization of silica, but at higher pH (7.2 instead of 7.0) on the other side of the isoelectric point of the enzyme (7.1374). hCAII (400 µL, 40 mg/mL in 10 mM HEPES, pH 7.2), poly-L-lysine (100 µL, 10 mg/mL in H2O; MW: 4000–15000 Da) were added to 1.5 mL vials and shaken for 10 min. To the resulting solution, a 100 mM solution of silicic acid (500 µL) in 10 mM HEPES, pH 7.2 [freshly prepared from a stock solution of 1 M silicic acid obtained by the addition of 1 mM HCl (850 µL) to pure tetramethyl orthosilicate

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(TMOS;150 µL)] was added, and the mixture was left for 10 min at room temperature to react. The suspension was used to fill a 3.2 mm rotor using an ultracentrifugal device.75

NMR measurements All solution NMR experiments for backbone assignment (3D HNCA, 3D HNCO, 3D HN(CA)CO, 3D HNCACB, and 3D CBCA(CO)NH) were performed on a sample of

13

C,15N

hCAII at 0.4 mM protein concentration in 20 mM HEPES, pH 7.5, 0.02% NaN3, with proteases inhibitors, at 310 K, on a Bruker DRX 500 spectrometer equipped with a triple-resonance cryoprobe. All solid-state NMR spectra were acquired with a Bruker AvanceIII HD spectrometer operating at 800 MHz 1H Larmor frequency, equipped with a 3.2 mm E-free HCN probehead, at ~ 291 K; the magic-angle spinning (MAS) frequency was 14 kHz, and 1H decoupling was applied at a nutation frequency of 80 kHz with the swfTPPM scheme.76–79 Samples of hCAII encapsulated in silica matrix were packed into Bruker 3.2 mm zirconia rotors with silicon plugs (courtesy of Bruker Biospin) to preserve hydration.80 90° Pulses were 2.5 µs for 1H, 3.5 µs for 13

C and 5.6 µs for 15N. Interscan delay was set to 2 s. In the 2D 15N-13C NCA experiments, 1H-15N cross polarization (CP)81 was achieved by 1H-15N

CP contact time of 1 ms (ωH = 63 kHz at match, ωN = 35 kHz) with a 100-70 linearly ramped contact pulse on 1H, and the double cross-polarization (DCP)82,83 contact time was 3 ms (ωH = 78 kHz, ωN = 35 kHz, ωC = 21 kHz at match). The number of scans was 1216 for furosemide spectra and 2432 for the initial spectrum of the sample used for interaction with sulpiride. After the loading of the sample with the sulpiride solution the signal decreased and the number of scans was increased to 3600 to partially compensate for the loss in intensity.

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In 2D 13C–13C Dipolar-Aided Rotary Resonance (DARR)84,85 spectrum, the 1H-13C CP contact time was set to 2 ms (ωH = 78 kHz at match, ωC = 50 kHz) with a 100-70 linearly ramped contact pulse on 1H, DARR mixing time was set to 50 ms; the number of scans was 288. All the spectra were processed with the Bruker TopSpin 3.2 software package and analyzed with the program CARA (ETH Zürich).86 The protein backbone assignment was obtained from the analysis of the solution NMR spectra acquired on hCAII and compared with literature data.60,61 The final percentage of assignment was 88%, since residues 1-22 and some residues belonging to loops could not be identified in the spectra, in line with previous reports. 60,61 RESULTS AND DISCUSSION Recently, we have demonstrated that high resolution SSNMR, based on 13C detection, can be applied to observe the spectra of silica-encapsulated enzymes,47 and to monitor the perturbations induced by the silicification with respect to the protein when free in solution.47,48 Incidentally, we note that the silica prepared under these experimental conditions is rather reproducible in terms of quaternary sites distribution,48 and that in previous reports we have not observed any strong site-specific interaction between the protein and the matrix.48,50 We have here applied the same strategy to the characterization of the interaction of hCAII with furosemide, with the aim of proving that it is possible to observe a protein-ligand interaction when the protein is immobilized - entrapped in silica in the present case. The spectra show a remarkable resolution and, at variance with previous observations under different experimental conditions,87,47 protein degradation over time is not observed. Such high resolution is most probably due to the fact that the protein retains its full hydration, and allows for atomic-level

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characterization of the system, whereas in previous investigations by other groups the sample was lyophilized.46 Because of the high resolution achieved in the 2D

15

N-13C NCA spectrum, the assignment

obtained in solution is easily transferable to the solid state. We have thus compared the Cα and N chemical shifts observed in solution with those observed in the solid state for the uninhibited enzyme (Figure 1A). The perturbation is overall minor, with larger differences occurring for some residues on the protein surface, in particular charged residues and residues close to them (Figure 1B), as already observed for other systems.47,48 The preservation of the chemical shift pattern of the active site is already indicative that its structure is preserved, in line with previous enzyme kinetic data on carbonic anhydrase entrapped in silica with a different chemistry87 as well as with the enzymatic activity measured for our composite (see Supporting Information).

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Figure 1. Outcome of the comparison of solution and SSNMR data on hCAII entrapped in the silica matrix: A) chemical shift perturbation (CSP) between free and silica-immobilized hCAII

∆ ∆ according to the formula ∆ = 12  2 +  5 .88 The bars corresponding to the residues exhibiting the largest CSP are highlighted in red. B) CSP mapping on the protein surface (PDB code: 1Z9Y): the charged residues are in blue (positive) and red (negative); the region with the largest perturbation is in magenta.

We also observe that lysine signals in the 2D

15

N-13C NCA show reduced intensities, as

already reported50,89,90 and in line with the expected interaction of positively charged residues with the disordered silica matrix.91–95,54–56 It is interesting to notice that the opposite holds true for the same protein when using an immobilization strategy based on the formation of a covalent linkage of lysine residues with an epoxy-linker grafted on the silica surface.46 This is possibly due to the more homogeneous environment for lysine residues that is achieved by covalent linkage.96,46 The resolution of the solid state NMR spectra is high enough even to allow for effective localization of an inhibitor when bound to the enzyme, as it is done for the so-called proteinbased drug screening in solution.97,98 We have here focused our attention on the detection of the interaction of the furosemide inhibitor with the enzyme. This inhibitor has high affinity (with Kd in the nM range99) for the active site and is thus expected to be in the slow exchange regime with respect to the NMR timescale. Aliquots of inhibitor solutions were added directly in the rotor containing the encapsulated-protein, and the chemical shift perturbations of the protein resonances were analyzed. The new resonances belonging to the inhibited protein could be

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reassigned in the 2D 15N-13C NCA spectrum (Figure 2), also using the information from the 2D 13

C–13C DARR spectrum.

Figure 2. 2D

13

C–15N NCA correlation spectra of uninhibited hCAII (black) and furosemide-

inhibited hCAII (red), encapsulated in the silica matrix using poly-L-lysine. Two of the histidine residues that coordinate the Zn(II), that exhibit the largest chemical shift perturbation, are indicated in the figure.

From the analysis of the chemical shift perturbation (CSP), it is apparent that active site residues exhibit the largest effects (Figure 3A, 3B). The active site of the enzyme (Figure 3C) comprises of three histidine residues that coordinate the Zn(II) (H94, H96, H119); the

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coordination sphere of the metal is completed by a water molecule, which is involved in a hydrogen bonding with T199. This water molecule is removed upon binding to sulfonamide inhibitors (Figure 3D): the NH- moiety of the sulfonamide participates in hydrogen bonding with the Oγ of T199, and one of the oxygen atoms of the –SO2NH- moiety also engages the backbone NH of T199,100–102 explaining the major perturbation at this site. Overall, the residues with the highest CSP on the protein surface are located in the active site cleft, where the inhibitor is bound (Figure 3B,3D).

Figure 3. SSNMR data of hCAII encapsulated in the silica matrix: A) chemical shift perturbation (CSP) between the uninhibited hCAII and hCAII in the presence of furosemide ;88

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the bars corresponding to residues exhibiting the largest CSP are highlighted in red; B) CSP mapping on the protein surface (PDB code: 1Z9Y): the unassigned regions are shown in grey, the region with the largest perturbation in blue, and the inhibitor as yellow sticks; C) focus on the residues exhibiting the largest CPS in the active site, highlighted in blue, on the structure of the free protein (PDB code: 3KS3103) and D) on the protein inhibited with furosemide (PDB code: 1Z9Y); the different coordination spheres of the metal in the two cases are shown.

The method is sensitive enough to reveal differences also in the presence of a lower-affinity inhibitor, sulpiride in the present case. To load the protein with sulpiride, the silica was removed from the rotor, washed with a buffered solution containing sulpiride, previously dissolved in DMSO, and repacked. Also in this case the CSP shows that active site residues exhibit the largest effects (Figure 4A and 4B).

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Figure 4. SSNMR data analysis of hCAII encapsulated in the silica matrix: A) chemical shift perturbation (CSP) between the uninhibited hCAII and hCAII in the presence of sulpiride. The bars corresponding to residues exhibiting the largest CSP are highlighted in red. B) CSP mapping on the protein surface: the unassigned regions are shown in grey, and the region with the largest perturbation in blue. C) CSP mapping on the protein surface after washing of the protein pellet: the unassigned regions are shown in grey, the residues still experiencing a CSP in blue, and the residues with a low intensity signal that disappeared in pink.

CONCLUSIONS AND OUTLOOK In this work, we capitalize on the recent advances in the SSNMR applied to composites having both an inorganic and a biomolecular component. Even if the signal to noise ratio is lower due to the presence of the silicic matrix, the use of high field instruments and dedicated probes mitigates the problem and allows for detection of the protein resonances. We observe a very remarkable resolution, most probably due to the retention of the full hydration of the protein. We here demonstrate that the resolution is high enough to track at the atomic detail the perturbations due to the interaction of the protein with a ligand. This observation allows us to speculate that it will be possible to perform protein-based studies of protein-ligand interactions by means of solid state NMR on immobilized proteins, expanding the possibilities of drug discovery, where immobilized enzymes have already been used for ligand-based screening.28,104–109 A possible pitfall in this strategy is the accessibility of the enzyme by the substrate87 as well as by the candidate drugs, but this is easily checked by performing enzymatic activity tests. We have focused our attention on the selection of the experiments that can be rapidly acquired and at the same time allow for direct translation of the resonances assignments obtained in

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solution for the free target. The present results obtained on the

13

C-15N labelled protein,

combined with the possibility to apply proton detection110,111 to immobilized enzymes,50 suggest that a larger sensitivity and improved throughput will be possible by a proton-detection strategy applied on the 2H-13C-15N labelled protein, exploiting the advantages linked to the larger sensitivity of proton resonances to changes in the local chemical environment. Finally, we expect that by the use of fusion tags to improve immobilization112–115 and of open-ended rotors to be used as “cartridges” for loading with ligand and subsequent washing, it will be possible to test several inhibitors on the same sample.

Supporting Information Experimental details and results of the enzymatic assays on the free and on the immobilized enzyme.

ACKNOWLEDGMENTS This work was supported by Fondazione Cassa di Risparmio di Firenze, MIUR PRIN 2012SK7ASN, the University of Florence CERM-TT and Instruct, part of the European Strategy Forum on Research Infrastructures (ESFRI). Specifically, we thank the EU ESFRI Instruct Core Centre

CERM,

Italy.

ER

was

supported

by

FIRC

(grant

number

17941),

and

PhosAgro/UNESCO/IUPAC Green Chemistry for Life.

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REFERENCES (1) Cao, L. Carrier-Bound Immobilized Enzymes: Principles, Application and Design; John Wiley & Sons, 2006. (2)

Guisan, J. M. Immobilization of Enzymes and Cells; Springer, 2006.

(3) Garcia-Galan, C.; Berenguer-Murcia, Á.; Fernandez-Lafuente, R.; Rodrigues, R. C. Potential of Different Enzyme Immobilization Strategies to Improve Enzyme Performance. Adv. Synth. Catal. 2011, 353, 2885–2904. (4) Torres-Salas, P.; del Monte-Martinez, A.; Cutiño-Avila, B.; Rodriguez-Colinas, B.; Alcalde, M.; Ballesteros, A. O.; Plou, F. J. Immobilized Biocatalysts: Novel Approaches and Tools for Binding Enzymes to Supports. Adv. Mater. 2011, 23, 5275–5282. (5) Küchler, A.; Yoshimoto, M.; Luginbühl, S.; Mavelli, F.; Walde, P. Enzymatic Reactions in Confined Environments. Nat. Nanotechnol. 2016, 11, 409–420. (6) Sirisha, V. L.; Jain, A.; Jain, A. Enzyme Immobilization: An Overview on Methods, Support Material, and Applications of Immobilized Enzymes. Adv. Food Nutr. Res. 2016, 79, 179–211. (7) Bommarius, A. S.; Riebel-Bommarius, B. R. Biocatalysis: Fundamentals and Applications; John Wiley & Sons, 2007. (8) Blanco, R. M.; Calvete, J. J.; Guisán, J. Immobilization-Stabilization of Enzymes; Variables That Control the Intensity of the Trypsin (Amine)-Agarose (Aldehyde) Multipoint Attachment. Enzyme Microb. Technol. 1989, 11, 353–359. (9) Faber, K. Biotransformations in Organic Chemistry; Springer Berlin Heidelberg: Berlin, Heidelberg, 2011. (10) Hartmann, M.; Kostrov, X. Immobilization of Enzymes on Porous Silicas – Benefits and Challenges. Chem. Soc. Rev. 2013, 42, 6277. (11) Zhou, Z.; Hartmann, M. Progress in Enzyme Immobilization in Ordered Mesoporous Materials and Related Applications. Chem. Soc. Rev. 2013, 42, 3894. (12) Tosa, T.; Mori, T.; Fuse, N.; Chibata, I. Studies on Continuous Enzyme Reactions. IV. Preparation of a DEAE-Sephadex–aminoacylase Column and Continuous Optical Resolution of Acyl-DL-Amino Acids. Biotechnol. Bioeng. 1967, 9, 603–615. (13) Jesionowski, T.; Zdarta, J.; Krajewska, B. Enzyme Immobilization by Adsorption: A Review. Adsorption 2014, 20, 801–821. (14) Maycock, A. L.; Abeles, R. H.; Salach, J. I.; Singer, T. P. The Structure of the Covalent Adduct Formed by the Interaction of 3-Dimethylamino-1-Propyne and the Flavine of Mitochondrial Amine Oxidase. Biochemistry (Mosc.) 1976, 15, 114–125. (15) Mateo, C.; Fernández-Lorente, G.; Abian, O.; Fernández-Lafuente, R.; Guisán, J. M. Multifunctional Epoxy Supports:  A New Tool To Improve the Covalent Immobilization of

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Proteins. The Promotion of Physical Adsorptions of Proteins on the Supports before Their Covalent Linkage. Biomacromolecules 2000, 1, 739–745. (16) Datta, S.; Christena, L. R.; Rajaram, Y. R. S. Enzyme Immobilization: An Overview on Techniques and Support Materials. 3 Biotech 2013, 3, 1–9. (17) Chang, T. M. S.; MacIntosh, F. C.; Mason, S. G. Semipermeable Aqueous Microcapsules: I. Preparation and Properties. Can. J. Physiol. Pharmacol. 1966, 44, 115–128. (18)

Dickey, F. H. Specific Adsorption. J. Phys. Chem. 1955, 59, 695–707.

(19) Luckarift, H. R.; Spain, J. C.; Naik, R. R.; Stone, M. O. Enzyme Immobilization in a Biomimetic Silica Support. Nat. Biotechnol. 2004, 22, 211–213. (20) Luckarift, H. R.; Dickerson, M. B.; Sandhage, K. H.; Spain, J. C. Rapid, RoomTemperature Synthesis of Antibacterial Bionanocomposites of Lysozyme with Amorphous Silica or Titania. Small 2006, 2, 640–643. (21) Betancor, L.; Luckarift, H. R. Bioinspired Enzyme Encapsulation for Biocatalysis. Trends Biotechnol. 2008, 26, 566–572. (22) Avnir, D.; Coradin, T.; Lev, O.; Livage, J. Recent Bio-Applications of Sol–gel Materials. J. Mater. Chem. 2006, 16, 1013–1030. (23) Sheldon, R. A. Enzyme Immobilization: The Quest for Optimum Performance. Adv. Synth. Catal. 2007, 349, 1289–1307. (24) Eggers, D. K.; Valentine, J. S. Molecular Confinement Influences Protein Structure and Enhances Thermal Protein Stability. Protein Sci. Publ. Protein Soc. 2001, 10, 250–261. (25) Bolivar, J. M.; Consolati, T.; Mayr, T.; Nidetzky, B. Quantitating Intraparticle O2 Gradients in Solid Supported Enzyme Immobilizates: Experimental Determination of Their Role in Limiting the Catalytic Effectiveness of Immobilized Glucose Oxidase. Biotechnol. Bioeng. 2013, 110, 2086–2095. (26) Boniello, C.; Mayr, T.; Bolivar, J. M.; Nidetzky, B. Dual-Lifetime Referencing (DLR): A Powerful Method for on-Line Measurement of Internal pH in Carrier-Bound Immobilized Biocatalysts. BMC Biotechnol. 2012, 12, 11. (27) Bolivar, J. M.; Eisl, I.; Nidetzky, B. Advanced Characterization of Immobilized Enzymes as Heterogeneous Biocatalysts. Catal. Today 2016, 259, 66–80. (28) Siegal, G.; Hollander, J. Target Immobilization and NMR Screening of Fragments in Early Drug Discovery. Curr. Top. Med. Chem. 2009, 9, 1736–1745. (29) Loquet, A.; Habenstein, B.; Lange, A. Structural Investigations of Molecular Machines by Solid-State NMR. Acc. Chem. Res. 2013, 46, 2070–2079. (30) Yan, S.; Suiter, C. L.; Hou, G.; Zhang, H.; Polenova, T. Probing Structure and Dynamics of Protein Assemblies by Magic Angle Spinning NMR Spectroscopy. Acc. Chem. Res. 2013, 46, 2047–2058.

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Page 18 of 25

(31) Fricke, P.; Chevelkov, V.; Shi, C.; Lange, A. Strategies for Solid-State NMR Investigations of Supramolecular Assemblies with Large Subunit Sizes. J. Magn. Reson. 2015, 253, 2–9. (32) Andreas, L. B.; Le Marchand, T.; Jaudzems, K.; Pintacuda, G. High-Resolution ProtonDetected NMR of Proteins at Very Fast MAS. J. Magn. Reson. 2015, 253, 36–49. (33) Ravera, E.; Schubeis, T.; Martelli, T.; Fragai, M.; Parigi, G.; Luchinat, C. NMR of Sedimented, Fibrillized, Silica-Entrapped and Microcrystalline (Metallo) Proteins. J. Magn. Reson. 2015, 253, 60–70. (34) Abramov, G.; Morag, O.; Goldbourt, A. Magic-Angle Spinning NMR of Intact Bacteriophages: Insights into the Capsid, DNA and Their Interface. J. Magn. Reson. 2015, 253, 80–90. (35) Lu, M.; Hou, G.; Zhang, H.; Suiter, C. L.; Ahn, J.; Byeon, I.-J. L.; Perilla, J. R.; Langmead, C. J.; Hung, I.; Gor’kov, P. L.; et al. Dynamic Allostery Governs Cyclophilin A–HIV Capsid Interplay. Proc. Natl. Acad. Sci. 2015, 112, 14617–14622. (36) Quinn, C. M.; Polenova, T. Structural Biology of Supramolecular Assemblies by MagicAngle Spinning NMR Spectroscopy. Q. Rev. Biophys. 2017, 50. (37) Kröger, N.; Lorenz, S.; Brunner, E.; Sumper, M. Self-Assembly of Highly Phosphorylated Silaffins and Their Function in Biosilica Morphogenesis. Science 2002, 298, 584–586. (38) Lutz, K.; Gröger, C.; Sumper, M.; Brunner, E. Biomimetic Silica Formation: Analysis of the Phosphate-Induced Self-Assembly of Polyamines. Phys. Chem. Chem. Phys. PCCP 2005, 7, 2812–2815. (39) Gendron-Badou, A.; Coradin, T.; Maquet, J.; Fröhlich, F.; Livage, J. Spectroscopic Characterization of Biogenic Silica. J. Non-Cryst. Solids 2003, 316, 331–337. (40) Christiansen, S. C.; Hedin, N.; Epping, J. D.; Janicke, M. T.; del Amo, Y.; Demarest, M.; Brzezinski, M.; Chmelka, B. F. Sensitivity Considerations in Polarization Transfer and Filtering Using Dipole–dipole Couplings: Implications for Biomineral Systems. Solid State Nucl. Magn. Reson. 2006, 29, 170–182. (41) Brunner, E.; Lutz, K. Solid-State NMR in Biomimetic Silica Formation and Silica Biomineralization. In Handbook of Biomineralization; Bäuerlein, E., Ed.; Wiley-VCH Verlag GmbH, 2007; pp 19–38. (42) Tesson, B.; Masse, S.; Laurent, G.; Maquet, J.; Livage, J.; Martin-Jézéquel, V.; Coradin, T. Contribution of Multi-Nuclear Solid State NMR to the Characterization of the Thalassiosira Pseudonana Diatom Cell Wall. Anal. Bioanal. Chem. 2008, 390, 1889–1898. (43) Gröger, C.; Lutz, K.; Brunner, E. NMR Studies of Biomineralisation. Prog. Nucl. Magn. Reson. Spectrosc. 2009, 54, 54–68. (44)

Hedrich, R.; Machill, S.; Brunner, E. Biomineralization in Diatoms—phosphorylated

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The Journal of Physical Chemistry

Saccharides Are Part of Stephanopyxis Turris Biosilica. Carbohydr. Res. 2013, 365, 52–60. (45) Mroue, K. H.; Nishiyama, Y.; Kumar Pandey, M.; Gong, B.; McNerny, E.; Kohn, D. H.; Morris, M. D.; Ramamoorthy, A. Proton-Detected Solid-State NMR Spectroscopy of Bone with Ultrafast Magic Angle Spinning. Sci. Rep. 2015, 5, 11991. (46) Varghese, S.; Halling, P. J.; Häussinger, D.; Wimperis, S. High-Resolution Structural Characterization of a Heterogeneous Biocatalyst Using Solid-State NMR. J. Phys. Chem. C 2016, 120, 28717–28726. (47) Fragai, M.; Luchinat, C.; Martelli, T.; Ravera, E.; Sagi, I.; Solomonov, I.; Udi, Y. SSNMR of Biosilica-Entrapped Enzymes Permits an Easy Assessment of Preservation of Native Conformation in Atomic Detail. Chem. Commun. 2013, 50, 421–423. (48) Martelli, T.; Ravera, E.; Louka, A.; Cerofolini, L.; Hafner, M.; Fragai, M.; Becker, C. F. W.; Luchinat, C. Atomic Level Quality Assessment of Enzymes Encapsulated in Bio-Inspired Silica. Chem. - Eur. J. 2016, 4, 425–432. (49) Ravera, E.; Michaelis, V. K.; Ong, T.-C.; Keeler, E. G.; Martelli, T.; Fragai, M.; Griffin, R. G.; Luchinat, C. Biosilica-Entrapped Enzymes Studied by Using Dynamic NuclearPolarization-Enhanced High-Field NMR Spectroscopy. ChemPhysChem 2015, 16, 2751–2754. (50) Ravera, E.; Cerofolini, L.; Martelli, T.; Louka, A.; Fragai, M.; Luchinat, C. 1H-Detected Solid-State NMR of Proteins Entrapped in Bioinspired Silica: A New Tool for Biomaterials Characterization. Sci. Rep. 2016, 6, 27851. (51) Ravera, E.; Martelli, T.; Geiger, Y.; Fragai, M.; Goobes, G.; Luchinat, C. Biosilica and Bioinspired Silica Studied by Solid-State NMR. Coord. Chem. Rev. 2016. (52) Adiram-Filiba, N.; Schremer, A.; Ohaion, E.; Nadav-Tsubery, M.; Lublin-Tennenbaum, T.; Keinan-Adamsky, K.; Goobes, G. Ubiquitin Immobilized on Mesoporous MCM41 Silica Surfaces - Analysis by Solid-State NMR with Biophysical and Surface Characterization. Biointerphases 2017, 12, 02D414. (53) Wisser, D.; Brückner, S. I.; Wisser, F. M.; Althoff-Ospelt, G.; Getzschmann, J.; Kaskel, S.; Brunner, E. 1H–13C–29Si Triple Resonance and REDOR Solid-State NMR—A Tool to Study Interactions between Biosilica and Organic Molecules in Diatom Cell Walls. Solid State Nucl. Magn. Reson. 2015, 66–67, 36–39. (54) Jantschke, A.; Koers, E.; Mance, D.; Weingarth, M.; Brunner, E.; Baldus, M. Insight into the Supramolecular Architecture of Intact Diatom Biosilica from DNP-Supported Solid-State NMR Spectroscopy. Angew. Chem. Int. Ed. 2015, 54, 15069–15073. (55) Geiger, Y.; Gottlieb, H. E.; Akbey, Ü.; Oschkinat, H.; Goobes, G. Studying the Conformation of a Silaffin-Derived Pentalysine Peptide Embedded in Bioinspired Silica Using Solution and Dynamic Nuclear Polarization Magic-Angle Spinning NMR. J. Am. Chem. Soc. 2016, 138, 5561–5567. (56) Ndao, M.; Goobes, G.; Emani, P. S.; Drobny, G. P. A REDOR ssNMR Investigation of the Role of an N-Terminus Lysine in R5 Silica Recognition. Langmuir 2016.

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Page 20 of 25

(57) Bertini, I.; Luchinat, C.; Pierattelli, R.; Vila, A. J. A Multinuclear Ligand NMR Investigation of Cyanide, Cyanate and Thiocyanate Binding to Zinc and Cobalt Carbonic Anhydrase. Inorg. Chem. 1992, 31, 3975–3979. (58) Banci, L.; Dugad, L. B.; La Mar, G. N.; Keating, K. A.; Luchinat, C.; Pierattelli, R. 1H Nuclear Magnetic Resonance Investigation of cobalt(II) Substituted Carbonic Anhydrase. Biophys. J. 1992, 63, 530–543. (59) Venters, R. A.; Farmer II, B. T.; Fierke, C. A.; Spicer, L. D. Characterizing the Use of Perdeuteration in NMR Studies of Large Proteins:13C,15N and1H Assignments of Human Carbonic Anhydrase II. J. Mol. Biol. 1996, 264, 1101–1116. (60) Nettles, W. L.; Song, H.; Farquhar, E. R.; Fitzkee, N. C.; Emerson, J. P. Characterization of the Copper(II) Binding Sites in Human Carbonic Anhydrase II. Inorg. Chem. 2015, 54, 5671– 5680. (61) Suturina, E. A.; Häussinger, D.; Zimmermann, K.; Garbuio, L.; Yulikov, M.; Jeschke, G.; Kuprov, I. Model-Free Extraction of Spin Label Position Distributions from Pseudocontact Shift Data. Chem Sci 2017. (62) Bond, G. M.; Stringer, J.; Brandvold, D. K.; Simsek, F. A.; Medina, M.-G.; Egeland, G. Development of Integrated System for Biomimetic CO2 Sequestration Using the Enzyme Carbonic Anhydrase. Energy Fuels 2001, 15, 309–316. (63) Mirjafari, P.; Asghari, K.; Mahinpey, N. Investigating the Application of Enzyme Carbonic Anhydrase for CO2 Sequestration Purposes. Ind. Eng. Chem. Res. 2007, 46, 921–926. (64) Ozdemir, E. Biomimetic CO2 Sequestration: 1. Immobilization of Carbonic Anhydrase within Polyurethane Foam. Energy Fuels 2009, 23, 5725–5730. (65) Supuran, C. T. Carbonic Anhydrases: From Biomedical Applications of the Inhibitors and Activators to Biotechnological Use for CO2 Capture. J. Enzyme Inhib. Med. Chem. 2013, 28, 229–230. (66) Yadav, R. R.; Krishnamurthi, K.; Mudliar, S. N.; Devi, S. S.; Naoghare, P. K.; Bafana, A.; Chakrabarti, T. Carbonic Anhydrase Mediated Carbon Dioxide Sequestration: Promises, Challenges and Future Prospects. J. Basic Microbiol. 2014, 54, 472–481. (67) Thorslund, A.; Lindskog, S. Studies of the Esterase Activity and the Anion Inhibition of Bovine Zinc and Cobalt Carbonic Anhydrases. Eur. J. Biochem. 1967, 3, 117–123. (68) Gould, S. M.; Tawfik, D. S. Directed Evolution of the Promiscuous Esterase Activity of Carbonic Anhydrase II. Biochemistry (Mosc.) 2005, 44, 5444–5452. (69) Winum, J.-Y.; Colinas, P. Chapter 21 - Carbonic Anhydrases as Esterases and Their Biotechnological Applications. In Carbonic Anhydrases as Biocatalysts; Supuran, C. T., Simone, G. D., Eds.; Elsevier: Amsterdam, 2015; pp 361–371. (70) Supuran, C. T.; Scozzafava, A. Carbonic Anhydrases as Targets for Medicinal Chemistry. Bioorg. Med. Chem. 2007, 15, 4336–4350.

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The Journal of Physical Chemistry

(71) Supuran, C. T. Carbonic Anhydrases: Novel Therapeutic Applications for Inhibitors and Activators. Nat. Rev. Drug Discov. 2008, 7, 168–181. (72) Alterio, V.; Di Fiore, A.; D’Ambrosio, K.; Supuran, C. T.; De Simone, G. Multiple Binding Modes of Inhibitors to Carbonic Anhydrases: How to Design Specific Drugs Targeting 15 Different Isoforms? Chem. Rev. 2012, 112, 4421–4468. (73) Supuran, C. T. Advances in Structure-Based Drug Discovery of Carbonic Anhydrase Inhibitors. Expert Opin. Drug Discov. 2017, 12, 61–88. (74) Lecoeur, M.; Goossens, J.-F.; Vaccher, C.; Bonte, J.-P.; Foulon, C. A Multivariate Approach for the Determination of Isoelectric Point of Human Carbonic Anhydrase Isoforms by Capillary Isoelectric Focusing. Electrophoresis 2011, 32, 2857–2866. (75) Bertini, I.; Engelke, F.; Gonnelli, L.; Knott, B.; Luchinat, C.; Osen, D.; Ravera, E. On the Use of Ultracentrifugal Devices for Sedimented Solute NMR. J.Biomol.NMR 2012, 54, 123–127. (76) Thakur, R. S.; Kurur, N. D.; Madhu, P. K. Swept-Frequency Two-Pulse Phase Modulation for Heteronuclear Dipolar Decoupling in Solid-State NMR. Chem. Phys. Lett. 2006, 426 (4–6), 459–463. (77) Leskes, M.; Thakur, R. S.; Madhu, P. K.; Kurur, N. D.; Vega, S. Bimodal Floquet Description of Heteronuclear Dipolar Decoupling in Solid-State Nuclear Magnetic Resonance. J. Chem. Phys. 2007, 127, 24501. (78) Thakur, R. S.; Kurur, N. D.; Madhu, P. K. An Experimental Study of Decoupling Sequences for Multiple-Quantum and High-Resolution MAS Experiments in Solid-State NMR. Magn. Reson. Chem. 2008, 46, 166–169. (79) Thakur, R. S.; Kurur, N. D.; Madhu, P. K. An Analysis of Phase-Modulated Heteronuclear Dipolar Decoupling Sequences in Solid-State Nuclear Magnetic Resonance. J. Magn. Reson. 2008, 193, 77–88. (80) Fragai, M.; Luchinat, C.; Parigi, G.; Ravera, E. Practical Considerations over Spectral Quality in Solid State NMR Spectroscopy of Soluble Proteins. J. Biomol. NMR 2013, 57, 155– 166. (81) Pines, A.; Gibby, M. G.; Waugh, J. S. Proton Enhanced NMR of Dilute Spins in Solids. J Chem Phys 1973, 59, 569–590. (82) Baldus, M.; Petkova, A. T.; Herzfeld, J.; Griffin, R. G. Cross Polarization in the Tilted Frame: Assignment and Spectral Simplification in Heteronuclear Spin Systems. Mol. Phys. 1998, 95, 1197–1207. (83) Loening, N. M.; Bjerring, M.; Nielsen, N. C.; Oschkinat, H. A Comparison of NCO and NCA Transfer Methods for Biological Solid-State NMR Spectroscopy. J. Magn. Reson. 2012, 214, 81–90. (84) Takegoshi, K.; Nakamura, S.; Terao, T. 13C–1H Dipolar-Assisted Rotational Resonance in Magic-Angle Spinning NMR. Chem. Phys. Lett. 2001, 344, 631–637.

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Page 22 of 25

(85) Takegoshi, K.; Nakamura, S.; Terao, T. 13C–1H Dipolar-Driven 13C–13C Recoupling without 13C Rf Irradiation in Nuclear Magnetic Resonance of Rotating Solids. J. Chem. Phys. 2003, 118, 2325–2341. (86)

Keller, R. The CARA/Lua Programmers Manual; DATONAL AG, 2003.

(87) Badjić, J. D.; Kostić, N. M. Effects of Encapsulation in Sol−Gel Silica Glass on Esterase Activity, Conformational Stability, and Unfolding of Bovine Carbonic Anhydrase II. Chem. Mater. 1999, 11, 3671–3679. (88) Grzesiek, S.; Bax, A.; Clore, G. M.; Gronenborn, A. M.; Hu, J. S.; Kaufman, J.; Palmer, I.; Stahl, S. J.; Wingfield, P. T. The Solution Structure of HIV-1 Nef Reveals an Unexpected Fold and Permits Delineation of the Binding Surface for the SH3 Domain of Hck Tyrosine Protein Kinase. Nat.Struct.Biol. 1996, 3, 340–345. (89) Roehrich, A.; Drobny, G. Solid-State NMR Studies of Biomineralization Peptides and Proteins. Acc. Chem. Res. 2013, 46, 2136–2144. (90) Adrienne Roehrich; Jason Ash; Ariel Zane; David L. Masica; Jeffrey J. Gray; Gil Goobes; Gary Drobny. Solid-State NMR Studies of Biomineralization Peptides and Proteins. In Proteins at Interfaces III State of the Art; ACS Symposium Series; American Chemical Society, 2012; Vol. 1120, pp 77–96. (91) Sumper, M.; Kröger, N. Silica Formation in Diatoms: The Function of Long-Chain Polyamines and Silaffins. J. Mater. Chem. 2004, 14, 2059–2065. (92) Kröger, N.; Deutzmann, R.; Bergsdorf, C.; Sumper, M. Species-Specific Polyamines from Diatoms Control Silica Morphology. Proc. Natl. Acad. Sci. U. S. A. 2000, 97, 14133– 14138. (93) Kröger, N.; Deutzmann, R.; Sumper, M. Silica-Precipitating Peptides from Diatoms THE CHEMICAL STRUCTURE OF SILAFFIN-1A FROM CYLINDROTHECA FUSIFORMIS. J. Biol. Chem. 2001, 276, 26066–26070. (94) Zane, A. C.; Michelet, C.; Roehrich, A.; Emani, P. S.; Drobny, G. P. Silica Morphogenesis by Lysine-Leucine Peptides with Hydrophobic Periodicity. Langmuir ACS J. Surf. Colloids 2014, 30, 7152–7161. (95) Baio, J. E.; Zane, A.; Jaeger, V.; Roehrich, A. M.; Lutz, H.; Pfaendtner, J.; Drobny, G. P.; Weidner, T. Diatom Mimics: Directing the Formation of Biosilica Nanoparticles by Controlled Folding of Lysine-Leucine Peptides. J. Am. Chem. Soc. 2014, 136, 15134–15137. (96) Fauré, N. E.; Halling, P. J.; Wimperis, S. A Solid-State NMR Study of the Immobilization of α-Chymotrypsin on Mesoporous Silica. J. Phys. Chem. C 2014, 118, 1042– 1048. (97) Jahnke, W. Perspectives of Biomolecular NMR in Drug Discovery: The Blessing and Curse of Versatility. J.Biomol.NMR 2007, 39, 87–90. (98)

Pellecchia, M.; Bertini, I.; Cowburn, D.; Dalvit, C.; Giralt, E.; Jahnke, W.; James, T. L.;

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The Journal of Physical Chemistry

Homans, S. W.; Kessler, H.; Luchinat, C.; et al. Perspectives on NMR in Drug Discovery: A Technique Comes of Age. Nat. Rev. Drug Discov. 2008, 7, 738–745. (99) Navon, G.; Mishkinsky, J. S.; Panigel, R.; Schoenberg, S. Application of the Carbonic Anhydrase Inhibitory Effect of Furosemide to the Study of Furosemide Release from Two of Its Diuretic Derivatives. J. Med. Chem. 1975, 18, 1152–1154. (100) Lindahl, M.; Vidgren, J.; Eriksson, E.; Habash, J.; Harrop, S.; Helliwell, J. R.; Liljas, A.; Lindeskog, M.; Walker, N. Crystallographic Studies of Carbonic Anhydrase Inhibition. In Carbonic Anhydrase; Botrè, F., Gros, G., Storey, B. T., Eds.; VCH: Weinheim, Germany, 1991; pp 111–118. (101) Bertini, I.; Luchinat, C.; Scozzafava, A. Carbonic Anhydrase: An Insight into the Zinc Binding Site and into the Active Cavity through Metal Substitution. Struct.Bonding 1982, 48, 45–92. (102) Briganti, F.; Pierattelli, R.; Scozzafava, A.; Supuran, C. T. Carbonic Anhydrase Inhibitors. Part 37#. Novel Classes of Isozymes I and II Inhibitors and Their Mechanism of Action. Kinetic and Spectroscopic Investigations on the Native and Cobalt-Substituted Enzymes. Eur. J. Med. Chem. 1996, 31, 1001–1010. (103) Avvaru, B. S.; Kim, C. U.; Sippel, K. H.; Gruner, S. M.; Agbandje-McKenna, M.; Silverman, D. N.; McKenna, R. A Short, Strong Hydrogen Bond in the Active Site of Human Carbonic Anhydrase II. Biochemistry (Mosc.) 2010, 49, 249–251. (104) Vanwetswinkel, S.; Heetebrij, R. J.; van Duynhoven, J.; Hollander, J. G.; Filippov, D. V.; Hajduk, P. J.; Siegal, G. TINS, Target Immobilized NMR Screening: An Efficient and Sensitive Method for Ligand Discovery. Chem. Biol. 2005, 12, 207–216. (105) Marquardsen, T.; Hofmann, M.; Hollander, J. G.; Loch, C. M.; Kiihne, S. R.; Engelke, F.; Siegal, G. Development of a Dual Cell, Flow-Injection Sample Holder, and NMR Probe for Comparative Ligand-Binding Studies. J.Magn.Reson. 2006, 182, 55–65. (106) Siegal, G.; Ab, E.; Schultz, J. Integration of Fragment Screening and Library Design. Drug Discov. Today 2007, 12, 1032–1039. (107) Kobayashi, M.; Retra, K.; Figaroa, F.; Hollander, J. G.; Ab, E.; Heetebrij, R. J.; Irth, H.; Siegal, G. Target Immobilization as a Strategy for NMR-Based Fragment Screening: Comparison of TINS, STD, and SPR for Fragment Hit Identification. J. Biomol. Screen. 2010, 15, 978–989. (108) Früh, V.; Zhou, Y.; Chen, D.; Loch, C.; Ab, E.; Grinkova, Y. N.; Verheij, H.; Sligar, S. G.; Bushweller, J. H.; Siegal, G. Application of Fragment-Based Drug Discovery to Membrane Proteins: Identification of Ligands of the Integral Membrane Enzyme DsbB. Chem. Biol. 2010, 17, 881–891. (109) Chen, D.; Errey, J. C.; Heitman, L. H.; Marshall, F. H.; IJzerman, A. P.; Siegal, G. Fragment Screening of GPCRs Using Biophysical Methods: Identification of Ligands of the Adenosine A 2A Receptor with Novel Biological Activity. ACS Chem. Biol. 2012, 7, 2064–2073.

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(110) Knight, M. J.; Webber, A. L.; Pell, A. J.; Guerry, P.; Barbet-Massin, E.; Bertini, I.; Felli, I. C.; Gonnelli, L.; Pierattelli, R.; Emsley, L.; et al. Fast Resonance Assignment and Fold Determination of Human Superoxide Dismutase by High-Resolution Proton-Detected Solid State MAS NMR Spectroscopy. Angew.Chem.Int.Ed. 2011, 50, 11697–11701. (111) Barbet-Massin, E.; Pell, A. J.; Retel, J. S.; Andreas, L. B.; Jaudzems, K.; Franks, W. T.; Nieuwkoop, A. J.; Hiller, M.; Higman, V.; Guerry, P.; et al. Rapid Proton-Detected NMR Assignment for Proteins with Fast Magic Angle Spinning. J. Am. Chem. Soc. 2014, 136, 12489– 12497. (112) Marner, W. D.; Shaikh, A. S.; Muller, S. J.; Keasling, J. D. Morphology of Artificial Silica Matrices Formed via Autosilification of a Silaffin/Protein Polymer Chimera. Biomacromolecules 2008, 9, 1–5. (113) Marner, W. D.; Shaikh, A. S.; Muller, S. J.; Keasling, J. D. Enzyme Immobilization via Silaffin-Mediated Autoencapsulation in a Biosilica Support. Biotechnol. Prog. 2009, 25, 417– 423. (114) Lechner, C. C.; Becker, C. F. W. Modified Silaffin R5 Peptides Enable Encapsulation and Release of Cargo Molecules from Biomimetic Silica Particles. Bioorg. Med. Chem. 2013, 21, 3533–3541. (115) Lechner, C. C.; Becker, C. F. W. Immobilising Proteins on Silica with Site-Specifically Attached Modified Silaffin Peptides. Biomater. Sci. 2015, 3, 288–297.

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