Abstract
Acetylation of surface lysine residues of proteins has been observed in Escherichia coli (E. coli), an organism that has been extensively utilized for recombinant protein expression. This post-translational modification is shown to be important in various processes such as metabolism, stress-response, transcription, and translation. As such, utilization of E. coli expression systems for protein production may yield non-native acetylation events of surface lysine residues. Here we present the crystal structures of wild-type and a variant of human carbonic anhydrase II (hCA II) that have been expressed in E. coli and exhibit surface lysine acetylation and we speculate on the effect this has on the conformational stability of each enzyme. Both structures were determined to 1.6 Å resolution and show clear electron density for lysine acetylation. The lysine acetylation does not distort the structure and the surface lysine acetylation events most likely do not interfere with the biological interpretation. However, there is a reduction in conformational stability in the hCA II variant compared to wild type (∼4°C decrease). This may be due to other lysine acetylation events that have occurred but are not visible in the crystal structure due to intrinsic disorder. Therefore, surface lysine acetylation events may affect overall protein stability and crystallization, and should be considered when using E. coli expression systems.
Keywords: lysine acetylation, α-carbonic anhydrase, post-translational modifications, conformational stability
Introduction
Post-translational modifications of surface lysine residues in proteins are frequently associated with intrinsically important physiological processes of both eukaryotic and prokaryotic organisms.1–4 These processes include acetylation, methylation, succinylation, ubquitination, sumoylation, and more recently, pyrrolation.5,6 One of the most important lysine modifications is acetylation, which has been shown to play key roles in various cellular pathways in mammals, such as cell survival, apoptosis, cell differentiation, and metabolism.7,8 In particular, there is an increasing interest in deciphering the mechanisms of chromatin-based transcriptional control and epigenetic programming through understanding lysine modifications of histones.5,7 Interestingly, a majority of mammalian proteins that undergo lysine acetylation are localized to the mitochondria, so the evolutionary lineage of eukaryotic mitochondria to bacteria suggests this modification is widespread in prokaryotes.9 As such, this post-translational modification has been observed in Escherichia coli (E. coli), an organism that has been extensively utilized for recombinant protein expression, and has been shown to be important in various processes including metabolism, stress response, transcription, and translation.8,10 This observation further implies the possibility of non-biological lysine acetylation in recombinantly produced proteins from an E. coli expression system. A possible mechanism for surface lysine acetylation by acetyltransferase is presented in Figure 1.
Figure 1.

Proposed mechanism for acetylation of surface lysine residues. Acetyl-CoA acts as a substrate for acetyltransferase (Enz) to attach acetyl groups to the amide of the side-chains of surface lysine residues.
Carbonic anhydrases (CAs) are zinc metalloenzymes that catalyze the interconversion of CO2 and water to bicarbonate and a proton.11–13 Humans express 14 hCA isoforms of which 11 are catalytically active and have been shown to be involved in multiple physiological processes such as respiration, pH regulation, bone resorption, and the formation of gastric acid and aqueous humor. In addition, isoforms hCA IX and XII have been shown to play significant roles in tumor biology and have become anticancer drug targets, with structure-based drug design being one method used toward drug development.14–23 As such, large quantities of hCA II and a variant termed hCA IX-mimic (constructed for CA inhibitor design) are expressed in E. coli. Here we present the X-ray crystal structures of hCA II and hCA IX-mimic that display surface lysine acetylation and we discuss the implications of these modifications.
Results and Discussion
The crystal structures of hCA II and hCA IX-mimic were both studied in complex with an acetylated glucosyl sulfamate inhibitor and refined to a maximum resolution of 1.6 Å (Table1, hCA IX-mimic structure has been published elsewhere; PDB ID: 4R5A16). The inhibitor was bound in the active site similarly to previously observed sulfamate compounds, interacting directly with the active site zinc and displacing the ordered water network.16 Additional density in the omit (Fo–Fc) electron density map was observed, indicating acetylation of lysine residues at positions 112 and 154 for hCA II and hCA IX-mimic, respectively [Fig. 2(A,B)]. These lysines were modified with terminal acetyl groups and refined, producing B-factors of 33.2 and 35.6 Å2 for lysine 112 (hCA II) and 154 (hCA IX-mimic), respectively. These values are comparable to the B-factors for other side chain residues [Fig. 2(C,D)]. The positions of these lysine residues are clearly accessible for enzymatic acetylation as they both reside on the enzyme surface (Fig. 3). This observation also implies that acetylation of these surface lysine residues does not perturb crystallization.
Table 1.
X-Ray Crystallography Statistics
| hCA II PDB: 4ZWI | |
|---|---|
| Space group Cell dimensions (Å;°) | P21 a = 42.2, b = 42.1, c = 72.3; β = 104.3 |
| Resolution (Å) | 20.0–1.60 (1.65–1.60) |
| Total reflections | 28,923 |
| Rsyma(%) | 6.0 (43.5) |
| I/Iσ | 20.5 (2.7) |
| Redundancy | 3.5 (3.4) |
| Completeness (%) | 97.8 (97.1) |
| Rcrystb(%) | 17.9 (23.9) |
| Rfreec(%) | 22.5 (27.6) |
| # of protein atoms | 2145 |
| # of water molecules | 271 |
| # of ligand molecules (Zn, inhibitor, DMSO) | 1, 1, 7 |
| Ramachandran stats (%): favored, allowed, generously allowed | 96.5, 3.53, 0.00 |
| Avg. B factors (Å2): main-chain, side-chain, solvent, ligand(s) | 17.1, 21.2, 30.2, 43.6 |
| rmsd for bond lengths, angles (Å,°) | 0.006, 1.191 |
Rsym = (∑|I - |/∑ ) x 100.
Rcryst = (∑|Fo - Fc|/∑ |Fo|) x 100.
Rfree is calculated in the same way as Rcryst except it is for data omitted from refinement (5% of reflections for all data sets).
Values in parenthesis correspond to the highest resolution shell.
Figure 2.

Electron density for acetylated lysine residues in hCA II and hCA IX-mimic (PDB ID: 4R5A16). Omit (Fo – Fc) difference electron density map (green, contoured at 3.0 σ), for acetyl group on (A) Lys112 (cyan) and (B) Lys154 (gray). 2Fo–Fc electron density (blue, contoured at 1.2 σ), for acetylated (C) Lys 112 (cyan) and (D) Lys154 (gray). Figure made using PyMol.29.
Figure 3.

Surface lysines of hCA II (pink; depicted as sticks). Labeled (arrows) indicate the observed acetylation sites. Figure made using PyMol.29
Global analysis of surface lysine residues of hCA II indicates there are a total of 24 possible acetylation sites, including positions 112 and 154 that were observed (Fig. 3). Of the 24 residues, 8 are disordered with incomplete electron density. Previous analysis of lysine acetylation sites recognized by acetyltransferases in E. coli (termed the acetylome, Fig. 1) has shown that surface lysines directly adjacent to tyrosine or histidine residues (N- to C-terminus) are highly favorable recognition sites.8 Based on this analysis, it would be predicted that surface lysines at positions 9, 39, 113, and 127 have the highest chance of being acetylated, but as previously indicated, acetylation was only observed at residues 112 and 154. The lack of observed acetylation events can be justified by structural analysis of residues surrounding the lysine in question and identifying possible interactions. Many of the surface lysine residues are predicted to form intrahydrogen bonds with nearby residues within the structure, making them inaccessible for acetylation by an acetyltransferase (Table2). Specifically, residue 127 is expected to form an intrahydrogen bond with Asp139 (bond distance = 3.2 Å). Analysis of both crystal structures also indicates there are several surface lysine residues (specifically residues 39, 111, 113, and 225) that likely form intermolecular crystal contacts (Table2). Therefore, the process of crystallization may act as a selective pressure that eliminates the observation of acetylated lysine residues- since crystal contact points are required for crystal formation, acetylation would impede protein crystallization. In addition, it is possible that more acetylation events occurred but are simply not observed in the crystal structure depending on the thermal motion of the lysine residue. Several surface lysine residues, including residue 9, are disordered and considered free in solution due to the lack of observable electron density for side-chain atoms. Interestingly, the observed acetylated lysine residues in hCA II and hCA IX-mimic are predicted to be unfavorable lysine recognition sites relative to the aforementioned positions. However, both surface residues 112 and 154 are ordered and do not have any predicted interactions in their respective structures, leaving them accessible for acetylation independent of adjacent residues.
Table 2.
Summary of Surface Lysine Interactions and Susceptibility to Acetylation
| hCA II | hCA IX-mimic | |||||
|---|---|---|---|---|---|---|
| Res. # | Seq. | Propensitya | Ordered | Interactions | Ordered | Interactions |
| 9 | YGKHN | H | ✗ | – | ✗ | – |
| 18 | WHKDF | L | ✓ | His 15 | ✓ | His 15 |
| 24 | IAKGE | L | ✓ | H2O 125, His 17 | ✓ | H20 46, His 17 |
| 39 | TAKYD | H | ✓ | bGln 137 | ✓ | bGln 137 |
| 45c | SLKPL | L | ✗ | – | ✗ | – |
| 76 | QDKAV | L | ✓ | Thr 155 | ✓ | Thr 155 |
| 80 | VLKGG | L | ✗ | – | ✗ | – |
| 111 | VDKKK | L | ✓ | bLys 257 | ✓ | – |
| 112 | DKKKY | O1 | ✓ | Acetylated | ✓ | bLys 127 carbonyl |
| 113 | KKKYA | H | ✓ | bH2O 157, His 133 | ✓ | – |
| 127 | NTKYG | H | ✓ | Asp 139 | ✓ | Asp 139 |
| 133c | FGKAV | L | ✗ | – | ✗ | – |
| 149d | FLKVG | L | ✗ | – | ✗ | – |
| 154d | SAKPG | O2 | ✓ | H2O 141, Ser 217 | ✓ | Acetylated |
| 159c | LQKVV | L | ✓ | Glu 221, H2O 49 | ✗ | – |
| 168 | SIKTK | L | ✓ | Glu 238 | ✗ | – |
| 170 | KTKGK | L | ✓ | – | N/A | Mutated to Glu |
| 172 | KGKSA | L | ✓ | Glu 234 | ✗ | – |
| 213 | VLKEP | L | ✓ | Asp 190 | ✓ | Asp 190 |
| 225 | VLKFR | L | ✓ | bAsn 178 | ✗ | – |
| 228c | FRKLN | L | ✗ | – | ✗ | – |
| 252 | PLKNR | L | ✓ | Lys 24 carbonyl | ✓ | Gly 25 carbonyl |
| 257 | QIKAS | L | ✗ | – | ✗ | – |
| 261 | SFK | L | ✗ | – | ✗ | – |
H, high; L, low; O1, observed in hCA II; O2, observed in hCA IX-mimic.
Crystal contact.
Lysine residue acetylated in hCA IX-mimic mass spec analysis.
Lysine residue acetylated in hCA II mass spec analysis.
Mass spectrometry was also performed in order to analyze the acetylation of lysine residues for the purified hCA II and hCA IX-mimic protein samples (Supporting Information Table S1 and Fig. S1). For hCA IX-mimic, 38 unique peptides were identified with approximately 96% coverage, while hCA II had 39 unique peptides with 85% coverage. MS/MS data analysis indicated six acetylated lysine residues in hCA IX-mimic sample (45, 133, 149, 154, 159, and 228), signified by a +42 Da modification. In the hCA II sample, two acetylated lysine residues were identified (149 and 154) (Supporting Information Table S1). Acetylation of lysine 154 observed in the crystal structure of hCA IX-mimic was confirmed by mass spectrometry. However, acetylation of lysine 112 seen in the crystal structure of hCA II was not confirmed. The protein samples used to set up crystal trays were purified separately from those used for the mass spec analysis, so the acetylation of lysine residues may be dependent on preparation and possibly be affected by variable steps in the expression process, such as the time of E. coli growth pre- and post-induction.
The acetylation of surface lysine residues is predicted to have an effect on the isoelectric point (pI) and overall net charge of the enzyme. The pI of hCA IX-mimic is calculated to be 6.9 in the non-acetylated form and decreases to an estimated value of 5.3 with the six acetylated lysine residues (ExPASy Compute pI/Mw). Comparison of the electrostatic potential surface images shows a significant increase in negative electrostatic surface potential upon the acetylation of the six lysine residues indicated by mass spec (Fig. 4). In comparison, wild type hCA II has a predicted pI of 6.6 and is reduced in the presence of two acetylated lysine residues to an estimated pI of 6.0. Similarly, the acetylated electrostatic surface shows a decrease in positive potential upon acetylation (Fig. 4). The calculated pI values for wild type hCA II and hCA IX-mimic are similar in value, which is to be expected since these two proteins differ by seven active site mutations and only one mutation results in a change of charge (K170E).
Figure 4.

Electrostatic surface potential of (A) hCA II wild type (B) hCA IX-mimic (C) hCA II with two acetylated lysine residues observed in mass spec (D) hCA IX-mimic with six acetylated lysine residues observed in mass spec.
Previous studies have been performed analyzing this effect of lysine acetylation on enzyme surface charge and protein stability. Analysis of bovine CA II (bCA II) with acetylated surface lysine residues showed that a decrease in positive surface potential upon lysine acetylation destabilized bCA II in the presence of urea. Each individual acetylated lysine residue was observed to destabilize the enzyme by ∼0.2–0.5 kcal mol−1, depending on the ionic strength of the buffer and extent of charged residue shielding by solvent ions. Acetylated bCA II was also more destabilized in guanidium chloride in comparison to wild type, but exhibited increased conformational stability in sodium dodecyl sulfate.17 Although the hCA II and hCA IX-mimic samples were not acetylated to the same extent as bCA II, the loss of positive surface charge upon lysine acetylation is predicted to have a similar effect on the stability of each isoform in the aforementioned denaturants.
We predict that the effect of surface lysine acetylation on conformational stability of hCA II is minimal based on Differential Scanning Fluorimetry (DSF) data that produces an overall melting temperature (TM) that is close to previously published values (Supporting Information Fig. S2A,B).18,19 Alternatively, we observe a ∼4°C decrease in TM in hCA IX-mimic compared to hCA II, indicating a decrease in conformational stability (Supporting Information Fig. S2). The reason for this is unclear, especially since hCA IX-mimic is identical to hCA II except for seven active site substitutions (see Ref.16); however, according to the mass spec data, hCA IX-mimic has more acetylated surface lysines that are likely not detected in the crystal structure due to intrinsic disorder. This would explain the decrease in conformational stability in hCA IX-mimic compared to hCA II, similar to what was observed in the surface acetylated bCA II.17
The phenomenon of surface lysine acetylation of proteins expressed in E. coli has been observed previously and has been determined to be important for many physiological processes.5,6,8 Therefore, when non-native proteins, including hCAs, are recombinantly produced in E. coli, there is a probability that they may undergo non-natural acetylation of surface lysines, such as those observed at positions 112 and 154 of hCA II and hCA IX-mimic, respectively (Fig. 3). It is unknown, however, if the same surface lysine acetylation occurs when the enzyme resides in human tissues or if the acetylation of surface lysines on hCAs has any biological significance. Therefore, it can be concluded that non-natural surface lysine acetylation can occur in proteins produced in E. coli, including hCAs. Furthermore, the acetylation of single surface lysine residues is predicted to decrease the pI and surface charge of the enzyme, decreasing its stability in the presence of multiple denaturants.
Materials and Methods
Protein expression and purification
The design and engineering of hCA IX-mimic has been discussed previously.16,20 In brief, hCA IX-mimic is hCA II with amino acid substitutions A65S, N67Q, E69T, I91L, F131V, K170E, and L204A to “mimic” the active site of hCA IX; the surface of hCA IX-mimic is identical to hCA II. hCA II and hCA IX-mimic were expressed in BL21(DE3) E. coli cells as previously reported.16,20 Briefly, E. coli cells containing the plasmid encoding for either hCA II or hCA IX-mimic were grown in Luria broth supplemented with 100 µg/mL ampicillin to an OD600 of 0.6 at which point the expression of either hCA II or hCA IX-mimic was induced by addition of isopropyl β-d−1-thiogalactopyranoside for ∼4 h at 37°C. Cells were then harvested and enzymatically lysed. Both hCA II and hCA IX-mimic were purified in one step by affinity chromatography using an agarose resin coupled to the inhibitor p-(aminomethyl)benzenesulfonamide (p-AMBS; Sigma). Elution of each enzyme was done using sodium azide, followed by buffer-exchange against 50 mM Tris-HCl pH 7.8, and concentration using centrifugation. The final protein concentration was determined by UV/Vis spectroscopy at 280 nm, and measured 55 and 43 mg mL−1 for hCA II and hCA IX-mimic, respectively. Purity was estimated by SDS-PAGE and Coomassie-blue staining.
Crystallization and X-ray data collection
Purified hCA II and hCA IX-mimic were crystallized in 1.6 M Na-Citrate, 50 mM Tris, pH 7.8 using hanging drop vapor diffusion.20,21 Crystals were observed after 5 days for both hCA II and hCA IX-mimic. Crystals were then soaked with ∼25 mM stock solution of the inhibitor for 24 h prior to data collection. X-ray diffraction data was collected “in-house” using an RU-H3R rotating Cu anode (λ = 1.5418 Å) operating at 50 kV and 22 mA utilizing an R-Axis IV++ image plate detector (Rigaku) with a crystal-to-detector distance of 100 mm, a 1° oscillation angle, and an exposure time of 5 min per image. A total of 180 images were collected. The data were indexed, integrated, and scaled using HKL2000.22 Data for both hCA II and hCA IX-mimic were scaled to the monoclinic P21 space group to ∼1.6 Å resolution (Table1, hCA IX-mimic structure has been published elsewhere16).
Structure determination and refinement
The structures of hCA II and hCA IX-mimic were determined using molecular replacement (MR) with the crystal structure of hCA II (PDB ID: 3KS3)23 as a search model. MR solutions were calculated using PHENIX.24,25 The starting phases of both hCA II and hCA IX-mimic yielded a unique solution comprising of monomeric asymmetric units. Refinement and generation of chemical restraints files were also completed using PHENIX.25 Each refinement was completed with 5% of the unique reflections selected at random and excluded to calculate Rfree.26 Generation of acetylated lysine residue coordinate files and manual refitting of the models between each refinement were completed using Coot.27,28 Restraints files for the acetylated lysine residues were generated using PHENIX by simply treating the acetylated lysines as ligands.25 The final model of hCA II was refined to an Rcryst of 17.9% and Rfree of 22.5% (Table1). The model of hCA IX-mimic was previously refined to Rcryst of 15.5% and Rfree of 18.5%.16 All figures were made using PyMOL.29
Mass spectrometry
Bands were extracted for hCA II and hCA IX-mimic from an SDS-PAGE gel after purification and sequenced using mass spectrometry analysis. All MS/MS samples were analyzed using Mascot (Matrix Science, London, UK; version 2.4.1). Mascot was set up to search for hCA with a fragment ion mass tolerance of 0.50 Da and a parent ion tolerance of 10.0 ppm. Carbamidomethyl of cysteine was specified in Mascot as a fixed modification. Gln->pyro-Glu of the N-terminus, deamidated of asparagine and glutamine, and oxidation of methionine were specified in Mascot as variable modifications.
Scaffold (version Scaffold_4.3.2, Proteome Software, Portland, OR) was used to validate MS/MS based peptide and protein identifications. Peptide identifications were accepted if they could be established at greater than 85.0% probability by the Peptide Prophet algorithm with Scaffold delta-mass correction.30 Protein identifications were accepted if they could be established at greater than 85.0% probability and contained at least one identified peptide. Protein probabilities were assigned by the Protein Prophet algorithm.31 Proteins that contained similar peptides and could not be differentiated based on MS/MS analysis alone were grouped to satisfy the principles of parsimony. Proteins sharing significant peptide evidence were grouped into clusters.
Differential scanning fluorimetry
DSF was used to assess protein conformational stability in terms of melting temperature (TM). Samples of purified hCA II and hCA IX-mimic at a concentration of 0.25 mg/mL were incubated with 0.01% Sypro-Orange dye (no. S6651; Invitrogen) for ∼30 min on ice prior to data collection. Both hCA II and hCA IX-mimic were in 50 mM Tris-HCl, pH 7.8. Melting curve assays were conducted in a quantitative PCR (qPCR) instrument (RG-3000; Corbett Research) with temperature ramping from 30 to 99°C, increasing at a rate of 0.1°C every 6 s. Runs containing only buffer were also conducted in the same manner to be used to subtract background signal during data processing. The melting temperature (TM) was defined as the maximum value of the first derivative (dRFU/dT; change in fluorescence/change in temperature) of the signal which is produced in terms of relative fluorescent units (RFU). Results are summarized in Supporting Information Figure S1.
Acknowledgments
The authors thank both the Center of Structural Biology (CSB) for support of the X-ray facility and the Interdisciplinary Center for Biotechnology Research (ICBR) for mass spectrometry sample analysis at the University of Florida. The authors thank Dr Sally-Ann Poulsen (Griffith University, Australia) for kindly supplying the CA inhibitor used for this study.
Supporting Information
Additional Supporting Information may be found in the online version of this article.
Supporting Information
References
- Zhang Z, Tan M, Xie Z, Dai L, Chen Y, Zhao Y. Identification of lysine succinylation as a new post-translational modification. Nat Chem Biol. 2011;7:58–63. doi: 10.1038/nchembio.495. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yamauchi M, Sricholpech M. Lysine post-translational modifications of collagen. Essays Biochem. 2012;52:113–133. doi: 10.1042/bse0520113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zencheck WD, Xiao H, Weiss LM. Lysine post-translational modifications and the cytoskeleton. Essays Biochem. 2012;52:135–145. doi: 10.1042/bse0520135. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Weinert BT, Schölz C, Wagner SA, Iesmantavicius V, Su D, Daniel JA, Choudhary C. Lysine succinylation is a frequently occurring modification in prokaryotes and eukaryotes and extensively overlaps with acetylation. Cell Rep. 2013;4:842–851. doi: 10.1016/j.celrep.2013.07.024. [DOI] [PubMed] [Google Scholar]
- Yang X-J, Seto E. Lysine acetylation: codified crosstalk with other posttranslational modifications. Mol Cell. 2008;31:449–461. doi: 10.1016/j.molcel.2008.07.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Miyashita H, Chikazawa M, Otaki N, Hioki Y, Shimozu Y, Nakashima F, Shibata T, Hagihara Y, Maruyama S, Matsumi N, Uchida K. Lysine pyrrolation is a naturally-occurring covalent modification involved in the production of DNA mimic proteins. Sci Rep [Internet] 2014;4 doi: 10.1038/srep05343. : Available from: http://www.nature.com/doifinder/10.1038/srep05343. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sadoul K, Boyault C, Pabion M, Khochbin S. Regulation of protein turnover by acetyltransferases and deacetylases. Biochimie. 2008;90:306–312. doi: 10.1016/j.biochi.2007.06.009. [DOI] [PubMed] [Google Scholar]
- Zhang J, Sprung R, Pei J, Tan X, Kim S, Zhu H, Liu C-F, Grishin NV, Zhao Y. Lysine acetylation is a highly abundant and evolutionarily conserved modification in Escherichia coli. Mol Cell Proteomics. 2008;8:215–225. doi: 10.1074/mcp.M800187-MCP200. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gray MW, Burger G, Lang BF. Mitochondrial evolution. Science. 1999;283:1476–1481. doi: 10.1126/science.283.5407.1476. [DOI] [PubMed] [Google Scholar]
- Baneyx F. Recombinant protein expression in Escherichia coli. Curr Opin Biotechnol. 1999;10:411–421. doi: 10.1016/s0958-1669(99)00003-8. [DOI] [PubMed] [Google Scholar]
- Duda DM, McKenna R. Handbook of Metalloproteins. New York: Wiley; 2006. Carbonic anhydrase (a-Class) [Google Scholar]
- Domsic JF, Avvaru BS, Kim CU, Gruner SM, Agbandje-McKenna M, Silverman DN, McKenna R. Entrapment of carbon dioxide in the active site of carbonic anhydrase II. J Biol Chem. 2008;283:30766–30771. doi: 10.1074/jbc.M805353200. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chegwidden WR, Carter ND, Edwards YH. 2000. ) The carbonic anhydrases: new horizons. Available from: http://dx.doi.org/ 10.1007/978-3-0348-8446-4.
- Mahon BP, Pinard MA, McKenna R. Targeting carbonic anhydrase IX activity and expression. Molecules. 2014;20:2323–2348. doi: 10.3390/molecules20022323. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pinard MA, Mahon BP, McKenna R. Probing the surface of human carbonic anhydrase for clues towards the design of isoform specific inhibitors. BioMed Res Int. 2014 doi: 10.1155/2015/453543. Article ID 453543:1-15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Moeker J, Mahon BP, Bornaghi LF, Vullo D, Supuran CT, McKenna R, Poulsen S-A. Structural insights into carbonic anhydrase IX isoform specificity of carbohydrate-based sulfamates. J Med Chem. 2014;57:8635–8645. doi: 10.1021/jm5012935. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gitlin I, Gudiksen KL, Whitesides GM. Effects of surface charge on denaturation of bovine carbonic anhydrase. Chembiochem Eur J Chem Biol. 2006;7:1241–1250. doi: 10.1002/cbic.200600191. [DOI] [PubMed] [Google Scholar]
- Diaz-Torres NA, Mahon BP, Boone CD, Pinard MA, Tu C, Ng R, Agbandje-McKenna M, Silverman DN, Scott KM, McKenna R. Structural and biophysical characterization of the α-carbonic anhydrase from Thiomicrospira crunogena XCL-2 gammaproteobacterium: insights into engineering thermostable enzymes for CO2 sequestration. Acta Crystallogr D Biol Crystallogr. 2015;D71:1745–1756. doi: 10.1107/S1399004715012183. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pinard MA, Aggarwal M, Mahon BP, Tu C, McKenna R. Sucrose binding site provides lead towards an isoform specific inhibitor for the cancer associated enzyme carbonic anhydrase IX. Acta Crystallogr Sect F Struct Biol Commun. 2015 doi: 10.1107/S2053230X1501239X. . Accepted. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mahon BP, Hendon AM, Driscoll JM, Rankin GM, Poulsen SA, Supuran CT, McKenna R. Saccharin: a lead compound for structure-based drug design of carbonic anhydrase IX inhibitors. Bioorg Med Chem. 2014;23:849–854. doi: 10.1016/j.bmc.2014.12.030. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pinard MA, Boone CD, Rife BD, Supuran CT, McKenna R. Structural study of interaction between brinzolamide and dorzolamide inhibition of human carbonic anhydrases. Bioorg Med Chem. 2013;21:7210–7215. doi: 10.1016/j.bmc.2013.08.033. [DOI] [PubMed] [Google Scholar]
- Otwinowski Z, Minor W. Methods in Enzymology. Vol. 276. Elsevier; 1997. Processing of X-ray diffraction data collected in oscillation mode; pp. 307–326. . In: Vol... Available from: http://linkinghub.elsevier.com/retrieve/pii/S007668799776066X. [DOI] [PubMed] [Google Scholar]
- Avvaru BS, Kim CU, Sippel KH, Gruner SM, Agbandje-McKenna M, Silverman DN, McKenna R. A short, strong hydrogen bond in the active site of human carbonic anhydrase II. Biochemistry. 2010;49:249–251. doi: 10.1021/bi902007b. [DOI] [PMC free article] [PubMed] [Google Scholar]
- McCoy AJ, Grosse-Kunstleve RW, Adams PD, Winn MD, Storoni LC, Read RJ. Phaser crystallographic software. J Appl Crystallogr. 2007;40:658–674. doi: 10.1107/S0021889807021206. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Adams PD, Afonine PV, Bunkóczi G, Chen VB, Echols N, Headd JJ, Hung L-W, Jain S, Kapral GJ, Grosse Kunstleve RW, AJ McCoy, NW Moriarty, RD Oeffner, RJ Read, DC Richardson, JS Richardson, TC Terwilliger, PH Zwart. The Phenix software for automated determination of macromolecular structures. Methods. 2011;55:94–106. doi: 10.1016/j.ymeth.2011.07.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Brünger AT. Free R value: a novel statistical quantity for assessing the accuracy of crystal structures. Nature. 1992;355:472–475. doi: 10.1038/355472a0. [DOI] [PubMed] [Google Scholar]
- Emsley P, Cowtan K. Coot: model-building tools for molecular graphics. Acta Crystallogr D Biol Crystallogr. 2004;60:2126–2132. doi: 10.1107/S0907444904019158. [DOI] [PubMed] [Google Scholar]
- Debreczeni JÉ, Emsley P. Handling ligands with Coot. Acta Crystallogr D Biol Crystallogr. 2012;68:425–430. doi: 10.1107/S0907444912000200. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schrodinger LLC . The PyMOL Molecular Graphics System, Version 1.2r3pre, Schrödinger, LLC.
- Keller A, Al Nesvizhskii, E Kolker, R Aebersold. Empirical statistical model to estimate the accuracy of peptide identifications made by MS/MS and database search. Anal Chem. 2002;74:5383–5392. doi: 10.1021/ac025747h. [DOI] [PubMed] [Google Scholar]
- Nesvizhskii Al, A Keller, E Kolker, R Aebersold. A statistical model for identifying proteins by tandem mass spectrometry. Anal Chem. 2003;75:4646–4658. doi: 10.1021/ac0341261. [DOI] [PubMed] [Google Scholar]
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