research communications\(\def\hfill{\hskip 5em}\def\hfil{\hskip 3em}\def\eqno#1{\hfil {#1}}\)

Journal logoSTRUCTURAL BIOLOGY
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ISSN: 2053-230X

The novel thermostable cellulose-degrading enzyme DtCel5H from Dictyoglomus thermophilum: crystallization and X-ray crystallographic analysis

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aInstitute of Biostructures and Bioimaging (IBB–CNR), Italy
*Correspondence e-mail: alessia.ruggiero@unina.it

Edited by R. L. Stanfield, The Scripps Research Institute, USA (Received 22 September 2017; accepted 21 November 2017)

Cellulose-based products constitute the great majority of municipal waste, and applications of cellulases in the conversion of waste biomass to biofuels will be a key technology in future biorefineries. Currently, multi-enzymatic pre-treatment of biomass is a crucial step in making carbohydrates more accessible for subsequent fermentation. Using bioinformatics analysis, endo-β-(1,4)-glucanase from Dictyoglomus thermophilum (DtCel5H) was identified as a new member of glycosyl hydrolase family 5. The gene encoding DtCel5H was cloned and the recombinant protein was overexpressed for crystallization and biophysical studies. Here, it is shown that this enzyme is active on cellulose substrates and is highly thermostable. Crystals suitable for crystallographic investigations were also obtained in different crystallization conditions. In particular, ordered crystals of DtCel5H were obtained using either ammonium sulfate or polyethylene glycol (PEG) as a precipitant agent. The crystals obtained in the presence of ammonium sulfate belonged to space group P32, with unit-cell parameters a = 73.1, b = 73.1, 73.1, c = 127.8 Å, and diffracted to 1.5 Å resolution, whereas the second crystal form belonged to the orthorhombic space group P212121, with unit-cell parameters a = 49.3, b = 67.9, c = 103.7 Å, and diffracted to 1.6 Å resolution. The crystal structure was solved in both space groups using molecular-replacement methods. Structure–activity and structure–stability studies of DtCel5H will provide insights for the design of high-performance enzymes.

1. Introduction

The development of renewable energy is gaining scientific and public attention, leading to a shift from depleting and unsustainable fossil fuels to cleaner energy. Among the available renewable energy sources, biomass provides almost 10% of the global bioenergy supply (Scarlat et al., 2015[Scarlat, N., Dallemand, J.-F., Monforti-Ferrario, F. & Nita, V. (2015). Environ. Dev. 15, 3-34.]; Ragauskas et al., 2006[Ragauskas, A. J., Williams, C. K., Davison, B. H., Britovsek, G., Cairney, J., Eckert, C. A., Frederick, W. J. Jr, Hallett, J. P., Leak, D. J., Liotta, C. L., Mielenz, J. R., Murphy, R., Templer, R. & Tschaplinski, T. (2006). Science, 311, 484-489.]). Biomass supply is categorized into three sectors: agriculture, forestry and wastes (Searle & Malins, 2015[Searle, S. & Malins, C. (2015). Glob. Change Biol. Bioenergy, 7, 328-336.]). All of these sources of biofuel are largely made up of cellulose and hemicellulose (70–80%; Jørgensen et al., 2007[Jørgensen, H., Kristensen, J. B. & Felby, C. (2007). Biofuels Bioprod. Bioref. 1, 119-134.]). Cellulose is a homo-polysaccharide composed of β-D-pyranose units linked by β-(1,4)-glycosidic bonds, and is the main component of plant cell walls. Hemicellulose is present as the matrix that surrounds the cellulose skeleton, and is made up of several heteropolymers, such as arabinoxylans. The composition of cell walls in plants varies between species and may depend on the cell type and developmental stage (Somerville et al., 2004[Somerville, C., Bauer, S., Brininstool, G., Facette, M., Hamann, T., Milne, J., Osborne, E., Paredez, A., Persson, S., Raab, T., Vorwerk, S. & Youngs, H. (2004). Science, 306, 2206-2211.]). Other protective polymers such as lignin, suberin or cutin are anchored to or embedded in plant cell walls. Furthermore, plants such as algae possess cell walls made of glycoproteins and polysaccharides such as carrageenan and agar that are absent from land plants (Ruggiero et al., 2016[Ruggiero, A., Squeglia, F., Romano, M. & Berisio, R. (2016). Curr. Biotechnol. 5, 296-304.]).

Currently, pretreatment of biomass is an important tool for cellulose-based conversion processes (Kumar et al., 2009[Kumar, P., Barrett, D. M., Delwiche, M. J. & Stroeve, P. (2009). Ind. Eng. Chem. Res. 48, 3713-3729.]). This step is essential to change the structure of cellulosic biomass and to make the cellulose more available to the enzymes that convert the carbohydrate polymers into fermentable sugars (Mosier et al., 2005[Mosier, N., Wyman, C., Dale, B., Elander, R., Lee, Y. Y., Holtzapple, M. & Ladisch, M. (2005). Bioresour. Technol. 96, 673-686.]). Several studies have reported pretreatment methods, such as biological, chemical, mechanical and thermal processes, as well as their combinations, to enhance biomass decomposition (Wagner et al., 2013[Wagner, A. O., Schwarzenauer, T. & Illmer, P. (2013). J. Environ. Manage. 129, 357-360.]; Us & Perendeci, 2012[Us, E. & Perendeci, N. A. (2012). Chem. Eng. J. 181-182, 120-131.]; Horn et al., 2012[Horn, S. J., Vaaje-Kolstad, G., Westereng, B. & Eijsink, V. G. (2012). Biotechnol. Biofuels, 5, 45.]). The use of cellulases for converting cellulose into oligomers and sugar monomers is denoted enzymatic saccharification; an effective biological pretreatment employs a combination of enzymes that can work synergistically to expand small pores and increase access by opening the cell-wall matrix (Jeremic et al., 2014[Jeremic, D., Goacher, R. E., Yan, R., Karunakaran, C. & Master, E. R. (2014). Biotechnol. Biofuels, 7, 496.]; Amin et al., 2017[Amin, F. R., Khalid, H., Zhang, H., Rahman, S. U., Zhang, R., Liu, G. & Chen, C. (2017). AMB Express, 7, 72.]). Indeed, owing to the complex chemical structure of the plant cell wall, distinct enzymes are often needed for the degradation of lignocellulosic materials into sugars (Liao et al., 2011[Liao, H., Zhang, X.-Z., Rollin, J. A. & Zhang, Y.-H. P. (2011). Biotechnol. J. 6, 1409-1418.]). For instance, cellulose is hydrolyzed by a mixture of cellulases (endoglucanases and exoglucanases, β-glucosidases) and hemicellulose is hydrolyzed by the action of different hemicellulases (for example xylanases and mannanases; Brummer et al., 2014[Brummer, V., Jurena, T., Hlavacek, V., Omelkova, J., Bebar, L., Gabriel, P. & Stehlik, P. (2014). Bioresour. Technol. 152, 543-547.]).

Both bacteria and fungi are able to produce extracellular cellulases that are either free or cell-associated to hydrolyze and metabolize insoluble cellulose (Kuhad et al., 2011[Kuhad, R. C., Gupta, R. & Singh, A. (2011). Enzym. Res. 2011, 280696.]). Most cellulase enzymes are relatively unstable at high temperatures. Therefore, cellulases from extremophiles with high stability are expected to be useful for the industrial hydrolysis of plant biomass during its processing into biofuels (Turner et al., 2007[Turner, P., Mamo, G. & Karlsson, E. N. (2007). Microb. Cell Fact. 6, 9.]; Maki et al., 2009[Maki, M., Leung, K. T. & Qin, W. (2009). Int. J. Biol. Sci. 5, 500-516.]).

Dictyoglomus thermophilum is an extremely thermophilic cellulolytic anaerobe that was originally isolated from a hot spring in Japan (Saiki et al., 1985[Saiki, T., Kobayashi, Y., Kawagoe, K. & Beppu, T. (1985). Int. J. Syst. Bacteriol. 35, 253-259.]). It is generally adapted to living at high temperatures, with an optimum growth temperature of between 73 and 78°C and a maximum temperature of 80°C. This organism is of interest since it produces xylanases (Li et al., 2013[Li, H., Kankaanpää, A., Xiong, H., Hummel, M., Sixta, H., Ojamo, H. & Turunen, O. (2013). Enzyme Microb. Technol. 53, 414-419.]; Zhang et al., 2010[Zhang, W., Lou, K. & Li, G. (2010). Appl. Biochem. Biotechnol. 160, 1484-1495.]) and α-amylases (Fukusumi et al., 1988[Fukusumi, S., Kamizono, A., Horinouchi, S. & Beppu, T. (1988). Eur. J. Biochem. 174, 15-21.]; Horinouchi et al., 1988[Horinouchi, S., Fukusumi, S., Ohshima, T. & Beppu, T. (1988). Eur. J. Biochem. 176, 243-253.]). The availability of the entire genome sequence of D. thermo­philum (Coil et al., 2014[Coil, D. A., Badger, J. H., Forberger, H. C., Riggs, F., Madupu, R., Fedorova, N., Ward, N., Robb, F. T. & Eisen, J. A. (2014). Genome Announc. 2, e00109-14.]) has provided the chance to discover new glycosidases with cellulase or hemicellulase activities (Shi et al., 2013[Shi, R., Li, Z., Ye, Q., Xu, J. & Liu, Y. (2013). Bioresour. Technol. 142, 338-344.]).

In this context, here we report the recombinant production, crystallization and X-ray crystallographic analysis of a novel enzyme endowed with a strong cellulose activity at high temperature. These studies have great potential for biotechnological applications.

2. Materials and methods

2.1. Macromolecule production

The gene encoding DtCel5H, deprived of its first 29 amino acids (which are predicted to form a transmembrane helix) and with its two cysteine codons mutated, was synthesized by GENEWIZ (Sigma–Aldrich, UK) and subsequently subcloned into the expression vector pETM-13 (EMBL, Germany) between the NcoI and XhoI restriction sites. DtCel5H was expressed with a C-terminal histidine tag in different strains of Escherichia coli under varied experimental conditions (e.g. temperature, IPTG concentration and culture medium). Subsequently, a longer construct containing an extra N-terminal portion of 13 amino acids was added to the protein (sequence MGSSYEFKLEMLP) by two consecutive overlapping steps of PCR. For these reactions the primers reported in Table 1[link] were adopted. The gene was inserted into the pETM-13 vector between the NcoI and XhoI sites. This protein construct was successfully overexpressed in E. coli BL21 (DE3) cells. Briefly, an overnight starting culture of 10 ml was prepared for growth in 1 l Luria–Bertani (LB) medium containing 50 µg ml−1 kanamycin, which was then induced with 1 mM IPTG at 22°C for 16 h. Expression details are given in Table 1[link].

Table 1
Macromolecule-production information

Source organism D. thermophilum
Forward primer 1 AAACTGGAAATGCTCCCGATTCTTCGAGGCATTAACATGG
Forward primer 2 CATGCCATGGGCTCTTCCTATGAATTTAAACTGGAAATGCTCCCGAT
Reverse primer GATGCTCGAGCTTAGTTTCTGGTATTAGAGC
Expression vector pETM-13
Expression host E. coli BL21(DE3) or E. coli Rosetta2(DE3)
Complete amino-acid sequence of the construct produced MGSSYEFKLEMLPILRGINMGNALEAPREGEWGVVIKDEYFKIIKEAGFSHVRIPIRWNAHADMNPPYTIEKAFFDRVDHVVNEALKNELFVIINIHHYEEIMQYPEKHKDRFLALWRQIAEHYRDYPPTLIFELLNEPSMNLTANLWNKYLAEAIKVIRESNPDRYIVVGPVNWNSIYALKDLKLPKDEKNIIVTFHYYNPFSFTHQGAEWVQPSPPVGVRWWGREDEKAEIDRELDMALDWSIRNGKVPLYMGEFGAYSKADMDSRVRWTSYVARSAEKRGIAWAYWEFSAGFGAFDPVKNEWRKPLLKALIPETKLEHHHHHH
†Contains the NcoI restriction site.
‡Contains the XhoI restriction site.

DtCel5H was purified by sonicating cells resuspended in binding buffer (50 mM Tris–HCl, 10 mM imidazole, 300 mM NaCl pH 8.0) containing a protease-inhibitor cocktail (Roche Diagnostics). The lysate was cleared by centrifugation at 18 000g and the supernatant was loaded onto 5 ml Ni–NTA resin (Qiagen) equilibrated with binding buffer. After washing with ten volumes of binding buffer, the protein was eluted by adding 200 mM imidazole to the binding buffer. The fractions containing the eluted protein were pooled, concentrated and then loaded onto a Superdex 200 HR 16/60 gel-filtration column (GE Healthcare) equilibrated with 50 mM Tris–HCl, 200 mM NaCl pH 8.0 for a further purification step. The protein eluted in a single peak and was homogeneous, as judged by SDS–PAGE analysis. The protein was concentrated using a centrifugal filter (Merck Millipore) and the concentration was determined by UV absorbance using an value of 95 340 M−1 cm−1.

The molar mass of DtCel5H was determined by multi-angle light scattering (MALS). The purified protein was reloaded onto a Superdex 200 HR 10/30 gel-filtration column (GE Healthcare) equilibrated with 20 mM Tris–HCl, 200 mM NaCl pH 8.0. An ÄKTA chromatography system (GE Healthcare) was used coupled to a MALS detector (mini-DAWN TREOS) and a refractive-index detector (Optilab DSP; Wyatt Technology, Woburn, Massachusetts, USA).

2.1.1. Native PAGE zymography

For native PAGE, different amounts of purified DtCel5H (20–60 µg per lane) were mixed with a buffer consisting of 25 mM Tris–HCl, 10%(w/v) glycerol pH 8.8. The samples, without prior heating, were loaded onto a 10% gel containing 0.1%(w/v) carboxy­methyl cellulose (CMC; low viscosity; catalogue No. C5678, Sigma–Aldrich, Italy). Electrophoresis was performed at room temperature in a vertical mini-gel system (Mini-PROTEAN II, Bio-Rad, USA) at a constant current of 30 mA for 2.5 h. The native gel was carefully removed from the electrophoretic chamber and cut into two slices for endoglucanase-activity staining. One gel slice was stained using the Coomassie staining method and the other was soaked in 50 mM sodium citrate–phosphate, 300 mM NaCl pH 4.7 at 50°C for 2 h prior to staining with 0.2%(w/v) Congo red. This portion of the gel was destained with 2 M NaCl until a clear zone was observed against the red background.

2.2. Crystallization

Freshly concentrated protein (at 37 mg ml−1) was used for crystallization experiments. Initial crystallization trials of DtCel5H were carried out by the sitting-drop vapour-diffusion method using a crystallization workstation (Hamilton Robotics). 288 high-throughput reagents (Crystal Screen, Crystal Screen 2, Index, PEG/Ion and PEG/Ion 2; Hampton Research) were tested. All drops were made by mixing 0.2 µl protein solution with an equal volume of reservoir solution on 96-well plates and were equilibrated against 100 µl reservoir solution. Optimization of the crystallization conditions was performed manually by fine-tuning the protein and precipitant concentrations.

2.3. Data collection and processing

High-resolution diffraction data for the ligand-free form of DtCel5H were collected in-house at 100 K using a Rigaku MicroMax-007 HF generator producing Cu Kα radiation and equipped with a Saturn 944 CCD detector. In all cases, cryoprotection of the crystals was achieved by rapid soaking (1–2 s) in a solution containing glycerol in the range 15–20%(v/v). An oscillation range of 0.5° and an X-ray dose corresponding to an exposure of about 10 s were adopted for all experiments.

The data sets were scaled and merged using the HKL-2000 package (Otwinowski & Minor, 1997[Otwinowski, Z. & Minor, W. (1997). Methods Enzymol. 276, 307-326.]). Data-collection statistics are listed in Table 2[link].

Table 2
Data collection and processing

Values in parentheses are for the highest resolution shell.

  Crystal form I Crystal form II
Diffraction source Cu Kα Cu Kα
Wavelength (Å) 1.542 1.542
Temperature (K) 100 100
Detector Saturn 944 CCD Saturn 944 CCD
Crystal-to-detector distance (mm) 50 50
Rotation range per image (°) 0.5 0.5
Total rotation range (°) 180 180
Exposure time per image (s) 10 10
Space group P32 P212121
a, b, c (Å) 73.1, 73.1, 127.8 49.3, 67.9, 103.7
Mosaicity (°) 0.59 0.3
Resolution range (Å) 50.0–1.5 (1.50–1.48) 50.0–1.6 (1.58–1.55)
Total No. of reflections 306316 171251
No. of unique reflections 124816 50537
Completeness (%) 92.1 (75) 89.1 (76)
I/σ(I)〉 34.9 (3.2) 29.5 (2.1)
Rr.i.m. (%) 5.5 (31.6) 6.4 (44.7)

In attempt to determine the initial phases, molecular replacement was performed with Phaser (McCoy et al., 2007[McCoy, A. J., Grosse-Kunstleve, R. W., Adams, P. D., Winn, M. D., Storoni, L. C. & Read, R. J. (2007). J. Appl. Cryst. 40, 658-674.]) using the coordinates of the endoglucanase Cel5A from Therma­toga maritima as a search model (59% sequence identity for residues 32–330; PDB entry 3mmu; Pereira et al., 2010[Pereira, J. H., Chen, Z., McAndrew, R. P., Sapra, R., Chhabra, S. R., Sale, K. L., Simmons, B. A. & Adams, P. D. (2010). J. Struct. Biol. 172, 372-379.]).

3. Results and discussion

By comparative sequence analyses with BLASTP using the endoglucanase Cel5A (EC 3.2.1.4) from T. maritima (UniProtKB accession No. Q9X273) as a query, we have identified a new uncharacterized protein from D. thermophilum (UniProtKB accession No. B5YAS2), here denoted DtCel5H. This protein, encoded by the gene DICTH_0008, contains 335 amino acids and contains a putative N-terminal transmembrane helix (residues 5–21). Therefore, a truncated version of the enzyme starting from the Ile30 residue was rationally engineered for its recombinant expression. The two cysteine residues (Cys156 and Cys308) were also mutated to serines. The gene encoding residues 30–334 of DtCel5H was synthesized and successfully subcloned in pETM-13 vector. Protein production from this construct was difficult to achieve, as most of the protein was recovered in E. coli inclusion bodies. To enhance the solubility of DtCel5H, a longer version of the enzyme, starting from Ser18, was prepared using two consecutive overlapping steps of PCR and was cloned in the pETM-13 vector. This protein construct was successfully expressed in the soluble portion of the E. coli lysate. The protein was purified by coupling two consecutive chromatographic steps. An initial step was carried out on an affinity column, and a gel-filtration step was subsequently used to achieve a purity of >99%.

The oligomerization state of DtCel5H was assessed using MALS. The calculated molecular weight of DtCel5H (37 890 ± 114 Da), including its C-terminal histidine tag, indicates that the protein is monomeric in solution (Fig. 1[link]a). Using zymography, we showed that DtCel5H is thermostable and fully active against cellulose-based substrates at 50°C (Fig. 1[link]b).

[Figure 1]
Figure 1
(a) Multi-angle light-scattering result for DtCel5H. The blue line indicates the experimental molecular weight. (b) Native PAGE zymography of DtCel5H. The left panel shows the Coomassie-stained gel, whereas the right panel shows the in-gel activity after Congo red staining. The black arrow indicates the position of the CMC degradation zone owing to DtCel5H activity.

Initial crystallization screening using commercially available solutions revealed promising conditions in the presence of ammonium sulfate. In particular, after 1 d bipyramid-shaped crystals of DtCel5H were obtained by mixing protein solution at 20 mg ml−1 with 0.2 M ammonium sulfate, 5%(w/v) 2-propanol (Fig. 2[link]a). These crystals diffracted to 1.5 Å resolution and belonged to space group P32, with unit-cell parameters a = 73.1, b = 73.1, c = 127.8 Å (crystal form I in Table 2[link]). Matthews coefficient calculations suggested the presence of two molecules in the asymmetric unit (VM = 2.6 Å3 Da−1, 52.6% solvent content; Matthews, 1968[Matthews, B. W. (1968). J. Mol. Biol. 33, 491-497.]). Consistent with the VM calculation, the self-rotation function computed for these data showed the presence of a significant peak (RF/sig 4.34) in the χ = 180° section (Supplementary Fig. S1).

[Figure 2]
Figure 2
Photographs and diffraction patterns of crystals of DtCel5H obtained using (a) 2.0 M ammonium sulfate (crystal form I) and (b) 18%(w/v) PEG 8K (crystal form II) as precipitants. Expanded views are shown in the insets in (b) to show the maximum resolution of the spots.

Preliminary analysis of the electron-density map clearly identified the catalytic pocket of DtCel5H and revealed that this pocket is occluded, in the adopted experimental conditions, by the N-terminal region of an adjacent molecule (data not shown). To allow the binding of glucosidic substrates to this new cellulase, we searched for alternative crystal-packing forms. Crystallization experiments carried out using a more concentrated protein sample (35 mg ml−1) allowed us to find a new crystal form which grew in the presence of 18%(w/v) PEG 8K, 0.2 M calcium acetate, 0.1 M sodium cacodylate pH 6.5 (Fig. 2[link]b). These crystals diffracted to 1.6 Å resolution and belonged to space group P212121, with unit-cell parameters a = 49.3, b = 67.9, c = 103.7 Å (crystal form II in Table 2[link]). Matthews coefficient calculations suggested the presence of one molecule in the asymmetric unit (VM = 2.3 Å3 Da−1, 46% solvent content). Model building and structure refinement are currently in progress.

This work will allow structural investigations of a fully active new cellulase with thermostable properties for use in biotechnological applications. The structural characterization of this enzyme will provide molecular determinants useful for the design of enzymes with higher cellulase activity.

Supporting information


Acknowledgements

The authors acknowledge Giosuè Sorrentino and Maurizio Amendola for their technical assistance

Funding information

This work was financially supported by MIUR (project PON03PE_00157), SMART GENERATION (Protocollo 0001355) and by FEP Regione Campania 2007–2013 Misura 3.5 (project `Use of marine plants to produce removable energy').

References

First citationAmin, F. R., Khalid, H., Zhang, H., Rahman, S. U., Zhang, R., Liu, G. & Chen, C. (2017). AMB Express, 7, 72.  Google Scholar
First citationBrummer, V., Jurena, T., Hlavacek, V., Omelkova, J., Bebar, L., Gabriel, P. & Stehlik, P. (2014). Bioresour. Technol. 152, 543–547.  CrossRef CAS PubMed Google Scholar
First citationCoil, D. A., Badger, J. H., Forberger, H. C., Riggs, F., Madupu, R., Fedorova, N., Ward, N., Robb, F. T. & Eisen, J. A. (2014). Genome Announc. 2, e00109-14.  CrossRef PubMed Google Scholar
First citationFukusumi, S., Kamizono, A., Horinouchi, S. & Beppu, T. (1988). Eur. J. Biochem. 174, 15–21.  CrossRef CAS PubMed Google Scholar
First citationHorinouchi, S., Fukusumi, S., Ohshima, T. & Beppu, T. (1988). Eur. J. Biochem. 176, 243–253.  CrossRef CAS PubMed Google Scholar
First citationHorn, S. J., Vaaje-Kolstad, G., Westereng, B. & Eijsink, V. G. (2012). Biotechnol. Biofuels, 5, 45.  Web of Science CrossRef PubMed Google Scholar
First citationJeremic, D., Goacher, R. E., Yan, R., Karunakaran, C. & Master, E. R. (2014). Biotechnol. Biofuels, 7, 496.  CrossRef PubMed Google Scholar
First citationJørgensen, H., Kristensen, J. B. & Felby, C. (2007). Biofuels Bioprod. Bioref. 1, 119–134.  Google Scholar
First citationKuhad, R. C., Gupta, R. & Singh, A. (2011). Enzym. Res. 2011, 280696.  CrossRef Google Scholar
First citationKumar, P., Barrett, D. M., Delwiche, M. J. & Stroeve, P. (2009). Ind. Eng. Chem. Res. 48, 3713–3729.  CrossRef CAS Google Scholar
First citationLi, H., Kankaanpää, A., Xiong, H., Hummel, M., Sixta, H., Ojamo, H. & Turunen, O. (2013). Enzyme Microb. Technol. 53, 414–419.  CrossRef PubMed Google Scholar
First citationLiao, H., Zhang, X.-Z., Rollin, J. A. & Zhang, Y.-H. P. (2011). Biotechnol. J. 6, 1409–1418.  CrossRef CAS PubMed Google Scholar
First citationMaki, M., Leung, K. T. & Qin, W. (2009). Int. J. Biol. Sci. 5, 500–516.  CrossRef PubMed CAS Google Scholar
First citationMatthews, B. W. (1968). J. Mol. Biol. 33, 491–497.  CrossRef CAS PubMed Web of Science Google Scholar
First citationMcCoy, A. J., Grosse-Kunstleve, R. W., Adams, P. D., Winn, M. D., Storoni, L. C. & Read, R. J. (2007). J. Appl. Cryst. 40, 658–674.  Web of Science CrossRef CAS IUCr Journals Google Scholar
First citationMosier, N., Wyman, C., Dale, B., Elander, R., Lee, Y. Y., Holtzapple, M. & Ladisch, M. (2005). Bioresour. Technol. 96, 673–686.  CrossRef PubMed CAS Google Scholar
First citationOtwinowski, Z. & Minor, W. (1997). Methods Enzymol. 276, 307–326.  CrossRef CAS PubMed Web of Science Google Scholar
First citationPereira, J. H., Chen, Z., McAndrew, R. P., Sapra, R., Chhabra, S. R., Sale, K. L., Simmons, B. A. & Adams, P. D. (2010). J. Struct. Biol. 172, 372–379.  Web of Science CrossRef CAS PubMed Google Scholar
First citationRagauskas, A. J., Williams, C. K., Davison, B. H., Britovsek, G., Cairney, J., Eckert, C. A., Frederick, W. J. Jr, Hallett, J. P., Leak, D. J., Liotta, C. L., Mielenz, J. R., Murphy, R., Templer, R. & Tschaplinski, T. (2006). Science, 311, 484–489.  Web of Science CrossRef PubMed CAS Google Scholar
First citationRuggiero, A., Squeglia, F., Romano, M. & Berisio, R. (2016). Curr. Biotechnol. 5, 296–304.  CrossRef CAS Google Scholar
First citationSaiki, T., Kobayashi, Y., Kawagoe, K. & Beppu, T. (1985). Int. J. Syst. Bacteriol. 35, 253–259.  CrossRef Google Scholar
First citationScarlat, N., Dallemand, J.-F., Monforti-Ferrario, F. & Nita, V. (2015). Environ. Dev. 15, 3–34.  CrossRef Google Scholar
First citationSearle, S. & Malins, C. (2015). Glob. Change Biol. Bioenergy, 7, 328–336.  CrossRef Google Scholar
First citationShi, R., Li, Z., Ye, Q., Xu, J. & Liu, Y. (2013). Bioresour. Technol. 142, 338–344.  CrossRef CAS PubMed Google Scholar
First citationSomerville, C., Bauer, S., Brininstool, G., Facette, M., Hamann, T., Milne, J., Osborne, E., Paredez, A., Persson, S., Raab, T., Vorwerk, S. & Youngs, H. (2004). Science, 306, 2206–2211.  Web of Science CrossRef PubMed CAS Google Scholar
First citationTurner, P., Mamo, G. & Karlsson, E. N. (2007). Microb. Cell Fact. 6, 9.  CrossRef PubMed Google Scholar
First citationUs, E. & Perendeci, N. A. (2012). Chem. Eng. J. 181–182, 120–131.  CrossRef CAS Google Scholar
First citationWagner, A. O., Schwarzenauer, T. & Illmer, P. (2013). J. Environ. Manage. 129, 357–360.  CrossRef CAS PubMed Google Scholar
First citationZhang, W., Lou, K. & Li, G. (2010). Appl. Biochem. Biotechnol. 160, 1484–1495.  CrossRef PubMed CAS Google Scholar

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