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Reverse Engineering Analysis of the High-Temperature Reversible Oligomerization and Amyloidogenicity of PSD95-PDZ3. Molecules 2022; 27:molecules27092813. [PMID: 35566161 PMCID: PMC9103278 DOI: 10.3390/molecules27092813] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 04/09/2022] [Accepted: 04/18/2022] [Indexed: 02/01/2023] Open
Abstract
PSD95-PDZ3, the third PDZ domain of the post-synaptic density-95 protein (MW 11 kDa), undergoes a peculiar three-state thermal denaturation (N ↔ In ↔ D) and is amyloidogenic. PSD95-PDZ3 in the intermediate state (I) is reversibly oligomerized (RO: Reversible oligomerization). We previously reported a point mutation (F340A) that inhibits both ROs and amyloidogenesis and constructed the PDZ3-F340A variant. Here, we “reverse engineered” PDZ3-F340A for inducing high-temperature RO and amyloidogenesis. We produced three variants (R309L, E310L, and N326L), where we individually mutated hydrophilic residues exposed at the surface of the monomeric PDZ3-F340A but buried in the tetrameric crystal structure to a hydrophobic leucine. Differential scanning calorimetry indicated that two of the designed variants (PDZ3-F340A/R309L and E310L) denatured according to the two-state model. On the other hand, PDZ3-F340A/N326L denatured according to a three-state model and produced high-temperature ROs. The secondary structures of PDZ3-F340A/N326L and PDZ3-wt in the RO state were unfolded according to circular dichroism and differential scanning calorimetry. Furthermore, PDZ3-F340A/N326L was amyloidogenic as assessed by Thioflavin T fluorescence. Altogether, these results demonstrate that a single amino acid mutation can trigger the formation of high-temperature RO and concurrent amyloidogenesis.
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Saotome T, Mezaki T, Brindha S, Unzai S, Martinez JC, Kidokoro SI, Kuroda Y. Thermodynamic Analysis of Point Mutations Inhibiting High-Temperature Reversible Oligomerization of PDZ3. Biophys J 2020; 119:1391-1401. [PMID: 32961107 DOI: 10.1016/j.bpj.2020.08.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 08/12/2020] [Accepted: 08/20/2020] [Indexed: 12/27/2022] Open
Abstract
Differential scanning calorimetry (DSC) indicated that PDZ3 undergoes a peculiar thermal denaturation, exhibiting two endothermic peaks because of the formation of reversible oligomers at high temperature (N↔I6↔D). This contrasts sharply with the standard two-state denaturation model observed for small, globular proteins. We performed an alanine scanning analysis by individually mutating three hydrophobic residues at the crystallographic oligomeric interface (Phe340, Leu342, and Ile389) and one away from the interface (Leu349, as a control). DSC analysis indicated that PDZ3-F340A and PDZ3-L342A exhibited a single endothermic peak. Furthermore, PDZ3-L342A underwent a perfect two-state denaturation, as evidenced by the single endothermic peak and confirmed by detailed DSC analysis, including global fitting of data measured at different protein concentrations. Reversible oligomerization (RO) at high temperatures by small globular proteins is a rare event. Furthermore, our present study showing that a point mutation, L342A, designed based on the crystal structure inhibited RO is surprising because RO occurs at a high-temperature. Future studies will determine how and why mutations designed using crystal structures determined at ambient temperatures influence the formation of RO at high temperatures, and whether high-temperature ROs are related to the propensity of proteins to aggregate or precipitate at lower temperatures, which would provide a novel and unique way of controlling protein solubility and aggregation.
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Affiliation(s)
- Tomonori Saotome
- Department of Biotechnology and Life Science; Institute of Global Innovation Research, Tokyo University of Agriculture and Technology, Tokyo, Japan
| | - Taichi Mezaki
- Department of Bioengineering, Nagaoka University of Technology, Niigata, Japan
| | | | - Satoru Unzai
- Department of Frontier Bioscience, Faculty of Bioscience and Applied Chemistry, Hosei University, Tokyo, Japan
| | - Jose C Martinez
- Department of Physical Chemistry and Institute of Biotechnology, Faculty of Sciences, University of Granada, Granada, Spain
| | - Shun-Ichi Kidokoro
- Department of Bioengineering, Nagaoka University of Technology, Niigata, Japan
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Islam MM, Kobayashi K, Kidokoro S, Kuroda Y. Hydrophobic surface residues can stabilize a protein through improved water–protein interactions. FEBS J 2019; 286:4122-4134. [DOI: 10.1111/febs.14941] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 04/19/2019] [Accepted: 05/28/2019] [Indexed: 11/30/2022]
Affiliation(s)
- Mohammad M. Islam
- Department of Biochemistry and Molecular Biology University of Chittagong Chittagong Bangladesh
- Department of Biotechnology and Life Science Tokyo University of Agriculture and Technology Tokyo Japan
| | - Kei Kobayashi
- Department of Biotechnology and Life Science Tokyo University of Agriculture and Technology Tokyo Japan
| | - Shun‐Ichi Kidokoro
- Department of Bioengineering Nagaoka University of Technology Niigata Japan
| | - Yutaka Kuroda
- Department of Biotechnology and Life Science Tokyo University of Agriculture and Technology Tokyo Japan
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4
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Islam MM, Kuroda Y. A hetero-micro-seeding strategy for readily crystallizing closely related protein variants. Biochem Biophys Res Commun 2017; 493:504-508. [DOI: 10.1016/j.bbrc.2017.08.161] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2017] [Accepted: 08/31/2017] [Indexed: 10/18/2022]
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Islam MM, Yohda M, Kidokoro SI, Kuroda Y. Crystal structures of highly simplified BPTIs provide insights into hydration-driven increase of unfolding enthalpy. Sci Rep 2017; 7:41205. [PMID: 28266637 PMCID: PMC5339861 DOI: 10.1038/srep41205] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2016] [Accepted: 12/16/2016] [Indexed: 11/15/2022] Open
Abstract
We report a thermodynamic and structural analysis of six extensively simplified bovine pancreatic trypsin inhibitor (BPTI) variants containing 19–24 alanines out of 58 residues. Differential scanning calorimetry indicated a two-state thermal unfolding, typical of a native protein with densely packed interior. Surprisingly, increasing the number of alanines induced enthalpy stabilization, which was however over-compensated by entropy destabilization. X-ray crystallography indicated that the alanine substitutions caused the recruitment of novel water molecules facilitating the formation of protein–water hydrogen bonds and improving the hydration shells around the alanine’s methyl groups, both of which presumably contributed to enthalpy stabilization. There was a strong correlation between the number of water molecules and the thermodynamic parameters. Overall, our results demonstrate that, in contrast to our initial expectation, a protein sequence in which over 40% of the residues are alanines can retain a densely packed structure and undergo thermal denaturation with a large enthalpy change, mainly contributed by hydration.
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Affiliation(s)
- Mohammad Monirul Islam
- Department of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Nakamachi, Koganei-shi, Tokyo 184-8588, Japan.,Department of Biochemistry and Molecular Biology, University of Chittagong, Chittagong-4331, Bangladesh
| | - Masafumi Yohda
- Department of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Nakamachi, Koganei-shi, Tokyo 184-8588, Japan
| | - Shun-Ichi Kidokoro
- Department of Bioengineering, Nagaoka University of Technology, Kamitomioka-cho, Nagaoka, Niigata 940-2188, Japan
| | - Yutaka Kuroda
- Department of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Nakamachi, Koganei-shi, Tokyo 184-8588, Japan
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6
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Nimpiboon P, Kaulpiboon J, Krusong K, Nakamura S, Kidokoro SI, Pongsawasdi P. Mutagenesis for improvement of activity and thermostability of amylomaltase from Corynebacterium glutamicum. Int J Biol Macromol 2016; 86:820-8. [PMID: 26875536 DOI: 10.1016/j.ijbiomac.2016.02.022] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2015] [Revised: 02/05/2016] [Accepted: 02/08/2016] [Indexed: 11/25/2022]
Abstract
This work aims to improve thermostability of amylomaltase from a mesophilic Corynebacterium glutamicum (CgAM) by random and site-directed mutagenesis. From error prone PCR, a mutated CgAM with higher thermostability at 50 °C compared to the wild-type was selected and sequenced. The result showed that the mutant contains a single mutation of A406V. Site-directed mutagenesis was then performed to construct A406V and A406L. Both mutated CgAMs showed higher intermolecular transglucosylation activity with an upward shift in the optimum temperature and a slight increase in the optimum pH for disproportionation and cyclization reactions. Thermostability of both mutated CgAMs at 35-40 °C was significantly increased with a higher peak temperature from DSC spectra when compared to the wild-type. A406V had a greater effect on activity and thermostability than A406L. The catalytic efficiency values kcat/Km of A406V- and A406L-CgAMs were 2.9 and 1.4 times higher than that of the wild-type, respectively, mainly due to a significant increase in kcat. LR-CD product analysis demonstrated that A406V gave higher product yield, especially at longer incubation time and higher temperature, in comparison to the wild-type enzyme.
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Affiliation(s)
- Pitchanan Nimpiboon
- Program in Biotechnology, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand; Starch and Cyclodextrin Research Unit, Department of Biochemistry, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand
| | - Jarunee Kaulpiboon
- Department of Pre-Clinical Science, Biochemistry, Faculty of Medicine, Thammasat University, Pathumthani 12120, Thailand
| | - Kuakarun Krusong
- Starch and Cyclodextrin Research Unit, Department of Biochemistry, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand
| | - Shigeyoshi Nakamura
- Department of Bioengineering, Nagaoka University of Technology, Nagaoka, Niigata 940-2188, Japan
| | - Shun-ichi Kidokoro
- Department of Bioengineering, Nagaoka University of Technology, Nagaoka, Niigata 940-2188, Japan
| | - Piamsook Pongsawasdi
- Starch and Cyclodextrin Research Unit, Department of Biochemistry, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand.
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Characterization of amylomaltase from Thermus filiformis and the increase in alkaline and thermo-stability by E27R substitution. Process Biochem 2015. [DOI: 10.1016/j.procbio.2015.08.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Sohya S, Kamioka T, Fujita C, Maki T, Ohta Y, Kuroda Y. Biochemical and biophysical characterization of an unexpected bacteriolytic activity of VanX, a member of the vancomycin-resistance vanA gene cluster. J Biol Chem 2014; 289:35686-94. [PMID: 25294880 DOI: 10.1074/jbc.m114.590265] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
VanX is a d-alanyl-d-alanine (d-Ala-d-Ala) dipeptidase encoded in the vancomycin-resistance vanA gene cluster. Here we report that strong bacteriolysis occurred when isolated VanX was expressed in Escherichia coli at temperatures lower than 30 °C, which was unexpected because the vanA operon confers vancomycin resistance by protecting the cell wall. Therefore, we monitored cell lysis by measuring sample turbidity with absorbance at 590 nm and VanX expression using SDS-PAGE. No cell lysis was observed when VanX was expressed, even in large quantities, in the cell inclusion bodies at 37 °C, suggesting that a natively folded VanX is required for lysis. In addition, VanX mutants with suppressed dipeptidase activity did not lyse E. coli cells, confirming that bacteriolysis originated from the dipeptidase activity of VanX. We also observed shape changes in E. coli cells undergoing VanX-mediated lysis with optical microscopy and classified these changes into three classes: bursting, deformation, and leaking fluid. Optical microscopic image analysis fully corroborated our interpretation of the turbidity changes in the samples. From a practical perspective, the finding that VanX expressed in isolation induces cell lysis suggests that inhibitors of VanA and VanH that act downstream from VanX could provide a new class of therapeutic chemicals against bacteria expressing the vancomycin-resistance gene cluster.
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Affiliation(s)
- Shihori Sohya
- From the Department of Biotechnology and Life Science, Graduate School of Engineering, and
| | - Tetsuya Kamioka
- From the Department of Biotechnology and Life Science, Graduate School of Engineering, and
| | - Chisako Fujita
- From the Department of Biotechnology and Life Science, Graduate School of Engineering, and
| | - Tei Maki
- Research Center for Science and Technology, Tokyo University of Agriculture and Technology, 2-24-16 Nakamachi, Koganei-shi, Tokyo, 184-8588 Japan, and JEOL Ltd., EM Business Unit, 3-1-2 Musashino, Akishima, Tokyo 196-8558, Japan
| | - Yoshihiro Ohta
- From the Department of Biotechnology and Life Science, Graduate School of Engineering, and
| | - Yutaka Kuroda
- From the Department of Biotechnology and Life Science, Graduate School of Engineering, and
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Elahi M, Islam MM, Noguchi K, Yohda M, Toh H, Kuroda Y. Computational prediction and experimental characterization of a "size switch type repacking" during the evolution of dengue envelope protein domain III (ED3). BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2013; 1844:585-92. [PMID: 24373879 DOI: 10.1016/j.bbapap.2013.12.013] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2013] [Revised: 12/17/2013] [Accepted: 12/19/2013] [Indexed: 11/16/2022]
Abstract
Dengue viruses (DEN) are classified into four serotypes (DEN1-DEN4) exhibiting high sequence and structural similarities, and infections by multiple serotypes can lead to the deadly dengue hemorrhagic fever. Here, we aim at characterizing the thermodynamic stability of DEN envelope protein domain III (ED3) during its evolution, and we report a structural analysis of DEN4wt ED3 combined with a systematic mutational analysis of residues 310 and 387. Molecular modeling based on our DEN3 and DEN4 ED3 structures indicated that the side-chains of residues 310/387, which are Val(310)/Ile(387) and Met(310)/Leu(387) in DEN3wt and DEN4wt, respectively, could be structurally compensated, and that a "size switch type repacking" might have occurred at these sites during the evolution of DEN into its four serotypes. This was experimentally confirmed by a 10°C and 5°C decrease in the thermal stability of, respectively, DEN3 ED3 variants with Met(310)/Ile(387) and Val(310)/Leu(387), whereas the variant with Met(310)/Leu(387), which contains a double mutation, had the same stability as the wild type DEN3. Namely, the Met310Val mutation should have preceded the Leu387Ile mutation in order to maintain the tight internal packing of ED3 and thus its thermodynamic stability. This view was confirmed by a phylogenetic reconstruction indicating that a common DEN ancestor would have Met(310)/Leu(387), and the intermediate node protein, Val(310)/Leu(387), which then mutated to the Val(310)/Ile(387) pair found in the present DEN3. The hypothesis was further confirmed by the observation that all of the present DEN viruses exhibit only stabilizing amino acid pairs at the 310/387 sites.
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Affiliation(s)
- Montasir Elahi
- Department of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture & Technology, Nakamachi, Koganei-shi, Tokyo 184-8588, Japan
| | - Monirul M Islam
- Department of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture & Technology, Nakamachi, Koganei-shi, Tokyo 184-8588, Japan
| | - Keiichi Noguchi
- Instrumentation Analysis Center, Tokyo University of Agriculture & Technology, Nakamachi, Koganei-shi, Tokyo 184-8588, Japan
| | - Masafumi Yohda
- Department of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture & Technology, Nakamachi, Koganei-shi, Tokyo 184-8588, Japan
| | - Hiroyuki Toh
- Computational Biology Research Center, AIST Tokyo Waterfront Bio-IT Research Building, 2-4-7 Aomi, Koto-ku, Tokyo, 135-0064, Japan
| | - Yutaka Kuroda
- Department of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture & Technology, Nakamachi, Koganei-shi, Tokyo 184-8588, Japan.
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10
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Dellarole M, Kobayashi K, Rouget JB, Caro JA, Roche J, Islam MM, Garcia-Moreno E B, Kuroda Y, Royer CA. Probing the physical determinants of thermal expansion of folded proteins. J Phys Chem B 2013; 117:12742-9. [PMID: 23646824 DOI: 10.1021/jp401113p] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The magnitude and sign of the volume change upon protein unfolding are strongly dependent on temperature. This temperature dependence reflects differences in the thermal expansivity of the folded and unfolded states. The factors that determine protein molar expansivities and the large differences in thermal expansivity for proteins of similar molar volume are not well understood. Model compound studies have suggested that a major contribution is made by differences in the molar volume of water molecules as they transfer from the protein surface to the bulk upon heating. The expansion of internal solvent-excluded voids upon heating is another possible contributing factor. Here, the contribution from hydration density to the molar thermal expansivity of a protein was examined by comparing bovine pancreatic trypsin inhibitor and variants with alanine substitutions at or near the protein-water interface. Variants of two of these proteins with an additional mutation that unfolded them under native conditions were also examined. A modest decrease in thermal expansivity was observed in both the folded and unfolded states for the alanine variants compared with the parent protein, revealing that large changes can be made to the external polarity of a protein without causing large ensuing changes in thermal expansivity. This modest effect is not surprising, given the small molar volume of the alanine residue. Contributions of the expansion of the internal void volume were probed by measuring the thermal expansion for cavity-containing variants of a highly stable form of staphylococcal nuclease. Significantly larger (2-3-fold) molar expansivities were found for these cavity-containing proteins relative to the reference protein. Taken together, these results suggest that a key determinant of the thermal expansivities of folded proteins lies in the expansion of internal solvent-excluded voids.
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Affiliation(s)
- Mariano Dellarole
- Centre de Biochimie Structurale, INSERM U1054, CNRS UMR5048, Université Montpellier 1 & 2 , 29 rue de Navacelles, 34090 Montpellier Cedex, France
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11
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Elahi M, Islam MM, Noguchi K, Yohda M, Kuroda Y. High resolution crystal structure of dengue-3 envelope protein domain III suggests possible molecular mechanisms for serospecific antibody recognition. Proteins 2013; 81:1090-5. [PMID: 23239402 DOI: 10.1002/prot.24237] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2012] [Revised: 11/20/2012] [Accepted: 11/21/2012] [Indexed: 11/08/2022]
Abstract
Dengue viruses are classified into four serotypes. Here, we report a 1.7 Å crystal structure of a recombinant dengue-3 envelope protein domain III (ED3), which contains most of the putative epitopes. Although the fold was well conserved, we found that a local backbone deformation in the first β-strand, which contains the putative epitope-1, occurred upon domain isolation. Furthermore, a comparison with dengue-2 ED3 indicated a large structural change by as much as 4.0 Å at Asp(662), located in epitope-2. These minute structural and surface properties changes observed in the high resolution ED3 structure represent potential determinants for serospecificity and epitope recognition by antibodies.
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Affiliation(s)
- Montasir Elahi
- Department of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture and Technology, Koganei-shi, Tokyo, Japan
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12
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Gun'ko VM, Savina IN, Mikhalovsky SV. Cryogels: morphological, structural and adsorption characterisation. Adv Colloid Interface Sci 2013; 187-188:1-46. [PMID: 23218507 DOI: 10.1016/j.cis.2012.11.001] [Citation(s) in RCA: 166] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2012] [Revised: 10/02/2012] [Accepted: 11/01/2012] [Indexed: 12/21/2022]
Abstract
Experimental results on polymer, protein, and composite cryogels and data treatment methods used for morphological, textural, structural, adsorption and diffusion characterisation of the materials are analysed and compared. Treatment of microscopic images with specific software gives quantitative structural information on both native cryogels and freeze-dried materials that is useful to analyse the drying effects on their structure. A combination of cryoporometry, relaxometry, thermoporometry, small angle X-ray scattering (SAXS), equilibrium and kinetic adsorption of low and high-molecular weight compounds, diffusion breakthrough of macromolecules within macroporous cryogel membranes, studying interactions of cells with cryogels provides a consistent and comprehensive picture of textural, structural and adsorption properties of a variety of cryogels. This analysis allows us to establish certain regularities in the cryogel properties related to narrow (diameter 0.4<d<2 nm), middle (2<d<50 nm) and broad (50<d<100 nm) nanopores, micropores (100 nm<d<100 μm) and macropores (d>100 μm) with boundary sizes within modified life science pore classification. Particular attention is paid to water bound in cryogels in native superhydrated or freeze-dried states. At least, five states of water - free unbound, weakly bound (changes in the Gibbs free energy-ΔG<0.5-0.8 kJ/mol) and strongly bound (-ΔG>0.8 kJ/mol), and weakly associated (chemical shift of the proton resonance δ(H)=1-2 ppm) and strongly associated (δ(H)=3-6 ppm) waters can be distinguished in hydrated cryogels using (1)H NMR, DSC, TSDC, TG and other methods. Different software for image treatment or developed to analyse the data obtained with the adsorption, diffusion, SAXS, cryoporometry and thermoporometry methods and based on regularisation algorithms is analysed and used for the quantitative morphological, structural and adsorption characterisation of individual and composite cryogels, including polymers filled with solid nano- or microparticles.
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Affiliation(s)
- Vladimir M Gun'ko
- Chuiko Institute of Surface Chemistry, 17 General Naumov Street, Kiev 03164, Ukraine.
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13
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Akiyama S, Suenaga A, Kobayashi T, Kamioka T, Taiji M, Kuroda Y. Experimental identification and theoretical analysis of a thermally stabilized green fluorescent protein variant. Biochemistry 2012; 51:7974-82. [PMID: 22963334 DOI: 10.1021/bi300580j] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
In this study, we aim to relate experimentally measured macroscopic properties to dynamic and structural changes as calculated by molecular dynamics (MD) simulations. We performed the analysis on four GFP (green fluorescent protein) variants, which have amino acid replacements or insertion in a flexible region on the protein surface and which resulted from a previous protein splicing reaction optimization experiment. The variants are a reference GFP (CEGFP), GFP-N144C, GFP-N144C/Y145F, and a GFP with five residues inserted between Y145 and N146 (GFP-5ins). As a result, we identified a single Y145F mutation that increased the thermal stability of GFP-N144C/Y145F by 3-4 °C. Because circular dichroism measurements indicated that the overall GFP β-barrel fold was maintained in all variants, we presumed that the fluorescence activity and thermal stability related to local changes that could be detected by standard MD simulations. The 60 ns MD simulations indicated that the Y145's hydroxyl group, which is straight and buried in the crystal structure, was bent avoiding the hydrophobic core during the simulation in both CEGFP and GFP-N144C. This local strain was relieved in GFP-N144C/Y145F, where the tyrosine's hydroxyl group was replaced with the F145 hydrophobic aliphatic carbon. F145 remained indeed buried during the simulation maintaining local compactness, which presumably reflected the improved thermal stability of GFP-N144C/Y145F. Furthermore, the analysis of internal water molecules localized within the GFP's β-barrel suggested that a change in the local hydrogen bonding pattern around the chromophore correlated with a strong fluorescence activity decrease in GFP-5ins. Although relating experimental observation with calculated molecular features proved to be delicate, this study suggested that some microscopic features could be useful reporters for redesigning GFPs and other proteins. The newly identified GFP-N144C/Y145F was among the most stable GFP variant and demonstrates the potential of such computer-aided design.
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Affiliation(s)
- Saori Akiyama
- Department of Biotechnology and Life Sciences, Graduate School of Engineering, Tokyo University of Agriculture and Technology , Koganei-shi, Nakamachi, Tokyo 184-8588, Japan
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14
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Islam MM, Khan MA, Kuroda Y. Analysis of amino acid contributions to protein solubility using short peptide tags fused to a simplified BPTI variant. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2012; 1824:1144-50. [PMID: 22728531 DOI: 10.1016/j.bbapap.2012.06.005] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2012] [Revised: 05/25/2012] [Accepted: 06/13/2012] [Indexed: 11/18/2022]
Abstract
Protein solubility is usually characterized in terms of a hydrophobicity scale, which refers to the free energy of transfer of a molecule from an aqueous to a nonpolar solution and is not a "solubility propensity scale" per se. Using a "host-guest" approach, we measured the effects of short poly-amino-acid tags (guests) on the solubility of a host protein, a simplified bovine pancreatic trypsin inhibitor (BPTI), to which they were fused at the C-terminus. We analyzed 10 amino acid types, representing the full range of biophysical properties (acidic, basic, polar, and hydrophobic). As anticipated, positively charged residues significantly increased the solubility of the model protein, at both pH 4.7 and 7.7, whereas very hydrophobic poly-Ile markedly reduced the solubility of BPTI. Poly-Asp and poly-Glu barely affected BPTI solubility at pH 4.7, but induced an eight to ten-fold increase at pH 7.7, attributable to the ionization of their side chains. Although Pro is the most soluble amino acid, poly-Pro did not affect the protein's solubility. The effects of the other tags on BPTI solubility ranged from none to an eight-fold increase. To ensure that the measured solubility values were context independent and could provide a "solubility propensity scale", we confirmed that the tags remained independent of the structure, thermal stability, and biochemical activity of the host protein. These observations suggest that this approach is valuable for measuring the solubility propensities of amino acids, which could eventually allow the calculation of a polypeptide's relative solubility from its amino acid sequence.
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Affiliation(s)
- Mohammad Monirul Islam
- Dept. of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Nakamachi, Koganei-shi, Tokyo 184-8588, Japan
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15
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Solubilization and folding of a fully active recombinant Gaussia luciferase with native disulfide bonds by using a SEP-Tag. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2011; 1814:1775-8. [DOI: 10.1016/j.bbapap.2011.09.001] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2011] [Revised: 08/26/2011] [Accepted: 09/01/2011] [Indexed: 11/19/2022]
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16
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Nowak RJ, Cuny GD, Choi S, Lansbury PT, Ray SS. Improving binding specificity of pharmacological chaperones that target mutant superoxide dismutase-1 linked to familial amyotrophic lateral sclerosis using computational methods. J Med Chem 2010; 53:2709-18. [PMID: 20232802 DOI: 10.1021/jm901062p] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
We recently described a set of drug-like molecules obtained from an in silico screen that stabilize mutant superoxide dismutase-1 (SOD-1) linked to familial amyotrophic lateral sclerosis (ALS) against unfolding and aggregation but exhibited poor binding specificity toward SOD-1 in presence of blood plasma. A reasonable but not a conclusive model for the binding of these molecules was proposed on the basis of restricted docking calculations and site-directed mutagenesis of key residues at the dimer interface. A set of hydrogen bonding constraints obtained from these experiments were used to guide docking calculations with compound library around the dimer interface. A series of chemically unrelated hits were predicted, which were experimentally tested for their ability to block aggregation. At least six of the new molecules exhibited high specificity of binding toward SOD-1 in the presence of blood plasma. These molecules represent a new class of molecules for further development into clinical candidates.
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Affiliation(s)
- Richard J Nowak
- Harvard NeuroDiscovery Center, Harvard Medical School, Boston, Massachusetts, USA
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