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Banerjee S, Fraser K, Crone DE, Patel JC, Bondos SE, Bystroff C. Challenges and Solutions for Leave-One-Out Biosensor Design in the Context of a Rugged Fitness Landscape. SENSORS (BASEL, SWITZERLAND) 2024; 24:6380. [PMID: 39409420 PMCID: PMC11478963 DOI: 10.3390/s24196380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Revised: 09/29/2024] [Accepted: 09/29/2024] [Indexed: 10/20/2024]
Abstract
The leave-one-out (LOO) green fluorescent protein (GFP) approach to biosensor design combines computational protein design with split protein reconstitution. LOO-GFPs reversibly fold and gain fluorescence upon encountering the target peptide, which can be redefined by computational design of the LOO site. Such an approach can be used to create reusable biosensors for the early detection of emerging biological threats. Enlightening biophysical inferences for nine LOO-GFP biosensor libraries are presented, with target sequences from dengue, influenza, or HIV, replacing beta strands 7, 8, or 11. An initially low hit rate was traced to components of the energy function, manifesting in the over-rewarding of over-tight side chain packing. Also, screening by colony picking required a low library complexity, but designing a biosensor against a peptide of at least 12 residues requires a high-complexity library. This double-bind was solved using a "piecemeal" iterative design strategy. Also, designed LOO-GFPs fluoresced in the unbound state due to unwanted dimerization, but this was solved by fusing a fully functional prototype LOO-GFP to a fiber-forming protein, Drosophila ultrabithorax, creating a biosensor fiber. One influenza hemagglutinin biosensor is characterized here in detail, showing a shifted excitation/emission spectrum, a micromolar affinity for the target peptide, and an unexpected photo-switching ability.
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Affiliation(s)
- Shounak Banerjee
- Los Alamos National Laboratory, Los Alamos, NM 87545, USA;
- Biological Sciences, Rensselaer Polytechnic Institute, Troy, NY 12180, USA; (K.F.); (D.E.C.); (J.C.P.)
| | - Keith Fraser
- Biological Sciences, Rensselaer Polytechnic Institute, Troy, NY 12180, USA; (K.F.); (D.E.C.); (J.C.P.)
| | - Donna E. Crone
- Biological Sciences, Rensselaer Polytechnic Institute, Troy, NY 12180, USA; (K.F.); (D.E.C.); (J.C.P.)
| | - Jinal C. Patel
- Biological Sciences, Rensselaer Polytechnic Institute, Troy, NY 12180, USA; (K.F.); (D.E.C.); (J.C.P.)
| | - Sarah E. Bondos
- Medical Physiology, Texas A&M University, College Station, TX 77843, USA;
| | - Christopher Bystroff
- Biological Sciences, Rensselaer Polytechnic Institute, Troy, NY 12180, USA; (K.F.); (D.E.C.); (J.C.P.)
- Computer Science, Rensselaer Polytechnic Institute, Troy, NY 12180, USA
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2
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Kim JK, Jeong H, Seo J, Kim S, Kim KH, Min D, Kim CU. Comparison of two crystal polymorphs of NowGFP reveals a new conformational state trapped by crystal packing. Acta Crystallogr D Struct Biol 2024; 80:686-698. [PMID: 39222305 PMCID: PMC11394120 DOI: 10.1107/s2059798324008246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Accepted: 08/21/2024] [Indexed: 09/04/2024] Open
Abstract
Crystal polymorphism serves as a strategy to study the conformational flexibility of proteins. However, the relationship between protein crystal packing and protein conformation often remains elusive. In this study, two distinct crystal forms of a green fluorescent protein variant, NowGFP, are compared: a previously identified monoclinic form (space group C2) and a newly discovered orthorhombic form (space group P212121). Comparative analysis reveals that both crystal forms exhibit nearly identical linear assemblies of NowGFP molecules interconnected through similar crystal contacts. However, a notable difference lies in the stacking of these assemblies: parallel in the monoclinic form and perpendicular in the orthorhombic form. This distinct mode of stacking leads to different crystal contacts and induces structural alteration in one of the two molecules within the asymmetric unit of the orthorhombic crystal form. This new conformational state captured by orthorhombic crystal packing exhibits two unique features: a conformational shift of the β-barrel scaffold and a restriction of pH-dependent shifts of the key residue Lys61, which is crucial for the pH-dependent spectral shift of this protein. These findings demonstrate a clear connection between crystal packing and alternative conformational states of proteins, providing insights into how structural variations influence the function of fluorescent proteins.
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Affiliation(s)
- Jin Kyun Kim
- Department of PhysicsUlsan National Institute of Science and Technology (UNIST)Ulsan44919Republic of Korea
| | - Hannah Jeong
- Department of PhysicsUlsan National Institute of Science and Technology (UNIST)Ulsan44919Republic of Korea
| | - Jeongwoo Seo
- Department of PhysicsUlsan National Institute of Science and Technology (UNIST)Ulsan44919Republic of Korea
| | - Seoyoon Kim
- Department of ChemistryUlsan National Institute of Science and Technology (UNIST)Ulsan44919Republic of Korea
| | - Kyung Hyun Kim
- Department of Biotechnology and BioinformaticsKorea UniversitySejong30019Republic of Korea
| | - Duyoung Min
- Department of ChemistryUlsan National Institute of Science and Technology (UNIST)Ulsan44919Republic of Korea
| | - Chae Un Kim
- Department of PhysicsUlsan National Institute of Science and Technology (UNIST)Ulsan44919Republic of Korea
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3
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Jäger M, Kelly JW, Gruebele M. Conservation of kinetic stability, but not the unfolding mechanism, between human transthyretin and a transthyretin-related enzyme. Proc Natl Acad Sci U S A 2024; 121:e2315007121. [PMID: 39133861 PMCID: PMC11348317 DOI: 10.1073/pnas.2315007121] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 02/15/2024] [Indexed: 08/29/2024] Open
Abstract
Kinetic stability is thought to be an attribute of proteins that require a long lifetime, such as the transporter of thyroxine and holo retinol-binding protein or transthyretin (TTR) functioning in the bloodstream, cerebrospinal fluid, and vitreous humor. TTR evolved from ancestral enzymes known as TTR-related proteins (TRPs). Here, we develop a rate-expansion approach that allows unfolding rates to be measured directly at low denaturant concentration, revealing that kinetic stability exists in the Escherichia coli TRP (EcTRP), even though the enzyme structure is more energetically frustrated and has a more mutation-sensitive folding mechanism than human TTR. Thus, the ancient tetrameric enzyme may already have been poised to mutate into a kinetically stable human transporter. An extensive mutational study that exchanges residues at key sites within the TTR and EcTRP dimer-dimer interface shows that tyrosine 111, replaced by a threonine in TTR, is the gatekeeper of frustration in EcTRP because it is critical for function. Frustration, virtually absent in TTR, occurs at multiple sites in EcTRP and even cooperatively for certain pairs of mutations. We present evidence that evolution at the C terminus of TTR was a compensatory event to maintain the preexisting kinetic stability while reducing frustration and sensitivity to mutation. We propose an "overcompensation" pathway from EcTRPs to functional hybrids to modern TTRs that is consistent with the biophysics discussed here. An alternative plausible pathway is also presented.
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Affiliation(s)
- Marcus Jäger
- Department of Chemistry, Scripps Research, La Jolla, CA92037
| | | | - Martin Gruebele
- Department of Chemistry, University of Illinois, Urbana, IL61801
- Department of Physics, University of Illinois, Urbana, IL61801
- Center for Biophysics and Quantitative Biology, University of Illinois, Urbana, IL61801
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4
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Sun H, Le S, Guo Z, Chen H. Exploring the free energy landscape of proteins using magnetic tweezers. Methods Enzymol 2024; 694:237-261. [PMID: 38492953 DOI: 10.1016/bs.mie.2023.12.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2024]
Abstract
Proteins fold to their native states by searching through the free energy landscapes. As single-domain proteins are the basic building block of multiple-domain proteins or protein complexes composed of subunits, the free energy landscapes of single-domain proteins are of critical importance to understand the folding and unfolding processes of proteins. To explore the free energy landscapes of proteins over large conformational space, the stability of native structure is perturbed by biochemical or mechanical means, and the conformational transition process is measured. In single molecular manipulation experiments, stretching force is applied to proteins, and the folding and unfolding transitions are recorded by the extension time course. Due to the broad force range and long-time stability of magnetic tweezers, the free energy landscape over large conformational space can be obtained. In this article, we describe the magnetic tweezers instrument design, protein construct design and preparation, fluid chamber preparation, common-used measuring protocols including force-ramp and force-jump measurements, and data analysis methods to construct the free energy landscape. Single-domain cold shock protein is introduced as an example to build its free energy landscape by magnetic tweezers measurements.
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Affiliation(s)
- Hao Sun
- Center of Biomedical Physics, Wenzhou Institute, University of Chinese Academy of Sciences, Wenzhou, P.R. China
| | - Shimin Le
- Department of Physics, Research Institute for Biomimetics and Soft Matter, Fujian Provincial Key Lab for Soft Functional Materials Research, Xiamen University, Xiamen, P.R. China
| | - Zilong Guo
- Center of Biomedical Physics, Wenzhou Institute, University of Chinese Academy of Sciences, Wenzhou, P.R. China.
| | - Hu Chen
- Center of Biomedical Physics, Wenzhou Institute, University of Chinese Academy of Sciences, Wenzhou, P.R. China; Department of Physics, Research Institute for Biomimetics and Soft Matter, Fujian Provincial Key Lab for Soft Functional Materials Research, Xiamen University, Xiamen, P.R. China.
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5
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Son A, Huizar Cabral V, Huang Z, Litberg TJ, Horowitz S. G-quadruplexes rescuing protein folding. Proc Natl Acad Sci U S A 2023; 120:e2216308120. [PMID: 37155907 PMCID: PMC10194009 DOI: 10.1073/pnas.2216308120] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 04/12/2023] [Indexed: 05/10/2023] Open
Abstract
Maintaining the health of the proteome is a critical cellular task. Recently, we found G-quadruplex (G4) nucleic acids are especially potent at preventing protein aggregation in vitro and could at least indirectly improve the protein folding environment of Escherichia coli. However, the roles of G4s in protein folding were not yet explored. Here, through in vitro protein folding experiments, we discover that G4s can accelerate protein folding by rescuing kinetically trapped intermediates to both native and near-native folded states. Time-course folding experiments in E. coli further demonstrate that these G4s primarily improve protein folding quality in E. coli as opposed to preventing protein aggregation. The ability of a short nucleic acid to rescue protein folding opens up the possibility of nucleic acids and ATP-independent chaperones to play considerable roles in dictating the ultimate folding fate of proteins.
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Affiliation(s)
- Ahyun Son
- Department of Chemistry & Biochemistry, Knoebel Institute for Healthy Aging, University of Denver, Denver, CO80208
| | - Veronica Huizar Cabral
- Department of Chemistry & Biochemistry, Knoebel Institute for Healthy Aging, University of Denver, Denver, CO80208
| | - Zijue Huang
- Department of Chemistry & Biochemistry, Knoebel Institute for Healthy Aging, University of Denver, Denver, CO80208
| | - Theodore J. Litberg
- Department of Chemistry & Biochemistry, Knoebel Institute for Healthy Aging, University of Denver, Denver, CO80208
| | - Scott Horowitz
- Department of Chemistry & Biochemistry, Knoebel Institute for Healthy Aging, University of Denver, Denver, CO80208
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6
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Johansson KE, Lindorff-Larsen K, Winther JR. Global Analysis of Multi-Mutants to Improve Protein Function. J Mol Biol 2023; 435:168034. [PMID: 36863661 DOI: 10.1016/j.jmb.2023.168034] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 02/22/2023] [Accepted: 02/22/2023] [Indexed: 03/04/2023]
Abstract
The identification of amino acid substitutions that both enhance the stability and function of a protein is a key challenge in protein engineering. Technological advances have enabled assaying thousands of protein variants in a single high-throughput experiment, and more recent studies use such data in protein engineering. We present a Global Multi-Mutant Analysis (GMMA) that exploits the presence of multiply-substituted variants to identify individual amino acid substitutions that are beneficial for the stability and function across a large library of protein variants. We have applied GMMA to a previously published experiment reporting on >54,000 variants of green fluorescent protein (GFP), each with known fluorescence output, and each carrying 1-15 amino acid substitutions (Sarkisyan et al., 2016). The GMMA method achieves a good fit to this dataset while being analytically transparent. We show experimentally that the six top-ranking substitutions progressively enhance GFP. More broadly, using only a single experiment as input our analysis recovers nearly all the substitutions previously reported to be beneficial for GFP folding and function. In conclusion, we suggest that large libraries of multiply-substituted variants may provide a unique source of information for protein engineering.
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Affiliation(s)
- Kristoffer E Johansson
- Linderstrøm-Lang Centre for Protein Science, Section for Biomolecular Sciences, Department of Biology of (University of Copenhagen), Ole Maaloes Vej 5, DK-2200 Copenhagen N, Denmark.
| | - Kresten Lindorff-Larsen
- Linderstrøm-Lang Centre for Protein Science, Section for Biomolecular Sciences, Department of Biology of (University of Copenhagen), Ole Maaloes Vej 5, DK-2200 Copenhagen N, Denmark.
| | - Jakob R Winther
- Linderstrøm-Lang Centre for Protein Science, Section for Biomolecular Sciences, Department of Biology of (University of Copenhagen), Ole Maaloes Vej 5, DK-2200 Copenhagen N, Denmark.
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7
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Grabarek D, Andruniów T. The role of hydrogen bonds and electrostatic interactions in enhancing two-photon absorption in green and yellow fluorescent proteins. Chemphyschem 2022; 23:e202200003. [PMID: 35130370 DOI: 10.1002/cphc.202200003] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 02/03/2022] [Indexed: 11/07/2022]
Abstract
The spectral properties of fluorescent proteins (FPs) depend on the protein environment of the chromophore (CRO). A deeper understanding of the CRO - environment interactions in terms of FPs spectral characteristics will allow for a rational design of novel markers with desired properties. Here, we are taking a step towards achieving this important goal. With the time-dependent density functional theory (TDDFT), we calculate one- and two-photon absorption (OPA and TPA) spectra for 5 green FPs (GFPs) and 3 yellow FPs (YFPs) differing in amino acid sequence. The goal is to reveal a role of: (i) electrostatic interactions, (ii) hydrogen-bonds (h-bonds), and (iii) h-bonds together with distant electrostatic field in absorption spectra tuning. Our results point to design hypothesis towards FPs optimised for TPA-based applications. Both h-bonds and electrostatic interactions co-operate in enhancing TPA cross-section (σ TPA ) for the S 0 ->S 1 transition in GFPs. Furthermore, it seems that details of h-bonds network in the CRO's vicinity influences σ TPA response to CRO - environment electrostatic interactions in YFPs. We postulate that engineering FPs with more hydrophilic CRO's environment can lead to greater σ TPA . We also find that removing h-bonds formed with the CRO's phenolate leads to TPA enhancement for transition to higher excited states than S 1 . Particularly Y145 and T203 residues are important in this regard.
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Affiliation(s)
- Dawid Grabarek
- Department of Chemistry, Advanced Materials Engineering and Modelling Group, Wroclaw University of Science and Technology, Wyb. Wyspianskiego 27, 50-370, Wroclaw, Poland
| | - Tadeusz Andruniów
- Department of Chemistry, Advanced Materials Engineering and Modelling Group, Wroclaw University of Science and Technology, Wyb. Wyspianskiego 27, 50-370, Wroclaw, Poland
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8
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John AM, Sekhon H, Ha JH, Loh SN. Engineering a Fluorescent Protein Color Switch Using Entropy-Driven β-Strand Exchange. ACS Sens 2022; 7:263-271. [PMID: 35006676 DOI: 10.1021/acssensors.1c02239] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Protein conformational switches are widely used in biosensing. They are often composed of an input domain (which binds a target ligand) fused to an output domain (which generates an optical readout). A central challenge in designing such switches is to develop mechanisms for coupling the input and output signals via conformational changes. Here, we create a biosensor in which binding-induced folding of the input domain drives a conformational shift in the output domain that results in a sixfold green-to-yellow ratiometric fluorescence change in vitro and a 35-fold intensiometric fluorescence increase in cultured cells. The input domain consists of circularly permuted FK506 binding protein (cpFKBP) that folds upon binding its target ligand (FK506 or rapamycin). cpFKBP folding induces the output domain, an engineered green fluorescent protein (GFP) variant, to replace one of its β-strands (containing T203 and specifying green fluorescence) with a duplicate β-strand (containing Y203 and specifying yellow fluorescence) in an intramolecular exchange reaction. This mechanism employs the loop-closure entropy principle, embodied by the folding of the partially disordered cpFKBP domain, to couple ligand binding to the GFP color shift. This study highlights the high-energy barriers present in GFP folding which cause β-strand exchange to be slow and are also likely responsible for the shift from the β-strand exchange mechanism in vitro to ligand-induced chromophore maturation in cells. The proof-of-concept design has the advantages of full genetic encodability and potential for modularity. The latter attribute is enabled by the natural coupling of binding and folding and circular permutation of the input domain, which theoretically allows different binding domains to be compatible for insertion into the GFP surface loop.
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Affiliation(s)
- Anna Miriam John
- Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, New York 13210, United States
| | - Harsimranjit Sekhon
- Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, New York 13210, United States
| | - Jeung-Hoi Ha
- Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, New York 13210, United States
| | - Stewart N Loh
- Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, New York 13210, United States
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9
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Sulatskaya AI, Kosolapova AO, Bobylev AG, Belousov MV, Antonets KS, Sulatsky MI, Kuznetsova IM, Turoverov KK, Stepanenko OV, Nizhnikov AA. β-Barrels and Amyloids: Structural Transitions, Biological Functions, and Pathogenesis. Int J Mol Sci 2021; 22:11316. [PMID: 34768745 PMCID: PMC8582884 DOI: 10.3390/ijms222111316] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 10/15/2021] [Accepted: 10/18/2021] [Indexed: 01/17/2023] Open
Abstract
Insoluble protein aggregates with fibrillar morphology called amyloids and β-barrel proteins both share a β-sheet-rich structure. Correctly folded β-barrel proteins can not only function in monomeric (dimeric) form, but also tend to interact with one another-followed, in several cases, by formation of higher order oligomers or even aggregates. In recent years, findings proving that β-barrel proteins can adopt cross-β amyloid folds have emerged. Different β-barrel proteins were shown to form amyloid fibrils in vitro. The formation of functional amyloids in vivo by β-barrel proteins for which the amyloid state is native was also discovered. In particular, several prokaryotic and eukaryotic proteins with β-barrel domains were demonstrated to form amyloids in vivo, where they participate in interspecies interactions and nutrient storage, respectively. According to recent observations, despite the variety of primary structures of amyloid-forming proteins, most of them can adopt a conformational state with the β-barrel topology. This state can be intermediate on the pathway of fibrillogenesis ("on-pathway state"), or can be formed as a result of an alternative assembly of partially unfolded monomers ("off-pathway state"). The β-barrel oligomers formed by amyloid proteins possess toxicity, and are likely to be involved in the development of amyloidoses, thus representing promising targets for potential therapy of these incurable diseases. Considering rapidly growing discoveries of the amyloid-forming β-barrels, we may suggest that their real number and diversity of functions are significantly higher than identified to date, and represent only "the tip of the iceberg". Here, we summarize the data on the amyloid-forming β-barrel proteins, their physicochemical properties, and their biological functions, and discuss probable means and consequences of the amyloidogenesis of these proteins, along with structural relationships between these two widespread types of β-folds.
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Affiliation(s)
- Anna I. Sulatskaya
- Laboratory for Proteomics of Supra-Organismal Systems, All-Russia Research Institute for Agricultural Microbiology, 3 Podbelskogo Sh., Pushkin, 196608 St. Petersburg, Russia; (A.I.S.); (A.O.K.); (M.V.B.); (K.S.A.)
- Laboratory of Structural Dynamics, Stability and Folding of Proteins, Institute of Cytology, Russian Academy of Sciences, 4 Tikhoretsky Av., 194064 St. Petersburg, Russia; (I.M.K.); (K.K.T.); (O.V.S.)
| | - Anastasiia O. Kosolapova
- Laboratory for Proteomics of Supra-Organismal Systems, All-Russia Research Institute for Agricultural Microbiology, 3 Podbelskogo Sh., Pushkin, 196608 St. Petersburg, Russia; (A.I.S.); (A.O.K.); (M.V.B.); (K.S.A.)
- Faculty of Biology, St. Petersburg State University, 7/9 Universitetskaya Emb., 199034 St. Petersburg, Russia
| | - Alexander G. Bobylev
- Institute of Theoretical and Experimental Biophysics, Russian Academy of Sciences, 3 Institutskaya St., 142290 Moscow, Russia;
| | - Mikhail V. Belousov
- Laboratory for Proteomics of Supra-Organismal Systems, All-Russia Research Institute for Agricultural Microbiology, 3 Podbelskogo Sh., Pushkin, 196608 St. Petersburg, Russia; (A.I.S.); (A.O.K.); (M.V.B.); (K.S.A.)
- Faculty of Biology, St. Petersburg State University, 7/9 Universitetskaya Emb., 199034 St. Petersburg, Russia
| | - Kirill S. Antonets
- Laboratory for Proteomics of Supra-Organismal Systems, All-Russia Research Institute for Agricultural Microbiology, 3 Podbelskogo Sh., Pushkin, 196608 St. Petersburg, Russia; (A.I.S.); (A.O.K.); (M.V.B.); (K.S.A.)
- Faculty of Biology, St. Petersburg State University, 7/9 Universitetskaya Emb., 199034 St. Petersburg, Russia
| | - Maksim I. Sulatsky
- Laboratory of Cell Morphology, Institute of Cytology, Russian Academy of Sciences, 4 Tikhoretsky Av., 194064 St. Petersburg, Russia;
| | - Irina M. Kuznetsova
- Laboratory of Structural Dynamics, Stability and Folding of Proteins, Institute of Cytology, Russian Academy of Sciences, 4 Tikhoretsky Av., 194064 St. Petersburg, Russia; (I.M.K.); (K.K.T.); (O.V.S.)
| | - Konstantin K. Turoverov
- Laboratory of Structural Dynamics, Stability and Folding of Proteins, Institute of Cytology, Russian Academy of Sciences, 4 Tikhoretsky Av., 194064 St. Petersburg, Russia; (I.M.K.); (K.K.T.); (O.V.S.)
| | - Olesya V. Stepanenko
- Laboratory of Structural Dynamics, Stability and Folding of Proteins, Institute of Cytology, Russian Academy of Sciences, 4 Tikhoretsky Av., 194064 St. Petersburg, Russia; (I.M.K.); (K.K.T.); (O.V.S.)
| | - Anton A. Nizhnikov
- Laboratory for Proteomics of Supra-Organismal Systems, All-Russia Research Institute for Agricultural Microbiology, 3 Podbelskogo Sh., Pushkin, 196608 St. Petersburg, Russia; (A.I.S.); (A.O.K.); (M.V.B.); (K.S.A.)
- Faculty of Biology, St. Petersburg State University, 7/9 Universitetskaya Emb., 199034 St. Petersburg, Russia
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10
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Becker L, Singh Badwal J, Brandl F, Verdurmen WPR, Plückthun A. Thermodynamic Stability Is a Strong Predictor for the Delivery of DARPins to the Cytosol via Anthrax Toxin. Pharmaceutics 2021; 13:pharmaceutics13081285. [PMID: 34452246 PMCID: PMC8401532 DOI: 10.3390/pharmaceutics13081285] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 08/05/2021] [Indexed: 11/16/2022] Open
Abstract
Anthrax toxin has evolved to translocate its toxic cargo proteins to the cytosol of cells carrying its cognate receptor. Cargo molecules need to unfold to penetrate the narrow pore formed by its membrane-spanning subunit, protective antigen (PA). Various alternative cargo molecules have previously been tested, with some showing only limited translocation efficiency, and it may be assumed that these were too stable to be unfolded before passing through the anthrax pore. In this study, we systematically and quantitatively analyzed the correlation between the translocation of various designed ankyrin repeat proteins (DARPins) and their different sizes and thermodynamic stabilities. To measure cytosolic uptake, we used biotinylation of the cargo by cytosolic BirA, and we measured cargo equilibrium stability via denaturant-induced unfolding, monitored by circular dichroism (CD). Most of the tested DARPin cargoes, including target-binding ones, were translocated to the cytosol. Those DARPins, which remained trapped in the endosome, were confirmed by CD to show a high equilibrium stability. We could pinpoint a stability threshold up to which cargo DARPins still get translocated to the cytosol. These experiments have outlined the requirements for translocatable binding proteins, relevant stability measurements to assess translocatable candidates, and guidelines to further engineer this property if needed.
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Affiliation(s)
- Lukas Becker
- Department of Biochemistry, University of Zurich, Winterthurerstr. 190, 8057 Zurich, Switzerland; (L.B.); (J.S.B.); (F.B.)
| | - Jasleen Singh Badwal
- Department of Biochemistry, University of Zurich, Winterthurerstr. 190, 8057 Zurich, Switzerland; (L.B.); (J.S.B.); (F.B.)
| | - Fabian Brandl
- Department of Biochemistry, University of Zurich, Winterthurerstr. 190, 8057 Zurich, Switzerland; (L.B.); (J.S.B.); (F.B.)
| | - Wouter P. R. Verdurmen
- Department of Biochemistry, Radboud Institute for Molecular Life Sciences (RIMLS), Radboud University Medical Center, Geert Grooteplein 28, 6525 GA Nijmegen, The Netherlands;
| | - Andreas Plückthun
- Department of Biochemistry, University of Zurich, Winterthurerstr. 190, 8057 Zurich, Switzerland; (L.B.); (J.S.B.); (F.B.)
- Correspondence:
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11
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Sivaraman T. A Review on Computational Approaches for Analyzing Hydrogen- Deuterium (H/D) Exchange of Proteins. Protein Pept Lett 2021; 28:372-381. [PMID: 33006533 DOI: 10.2174/0929866527666201002145859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 08/14/2020] [Accepted: 08/17/2020] [Indexed: 11/22/2022]
Abstract
Native state Hydrogen-Deuterium (H/D) exchange method has been used to study the structures and the unfolding pathways for quite a number of proteins. The H/D exchange method is generally monitored using nuclear magnetic resonance (NMR) spectroscopy and mass spectrometry (MS) techniques. NMR-assisted H/D exchange methods primarily monitor the residue level fluctuation of proteins, whereas MS-assisted H/D exchange methods analyze multifold ensemble conformations of proteins. In this connection, quite a large number of computational tools and algorithms have been developed for processing and analyzing huge amount of the H/D exchange data generated from these techniques. In this review, most of the freely available computational tools associated with the H/D exchange of proteins have been comprehensively reviewed and scopes to improve/ develop novel computational approaches for analyzing the H/D exchange data of proteins have also been brought into fore.
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Affiliation(s)
- Thirunavukkarasu Sivaraman
- Drug Design and Discovery Lab, Department of Biotechnology, Karpagam Academy of Higher Education (Deemed to be University), Coimbatore - 641021, Tamil Nadu, India
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12
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Pletneva NV, Maksimov EG, Protasova EA, Mamontova AV, Simonyan TR, Ziganshin RH, Lukyanov KA, Muslinkina L, Pletnev S, Bogdanov AM, Pletnev VZ. Amino acid residue at the 165th position tunes EYFP chromophore maturation. A structure-based design. Comput Struct Biotechnol J 2021; 19:2950-2959. [PMID: 34136094 PMCID: PMC8163865 DOI: 10.1016/j.csbj.2021.05.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 05/06/2021] [Accepted: 05/09/2021] [Indexed: 01/07/2023] Open
Abstract
For the whole GFP family, a few cases, when a single mutation in the chromophore environment strongly inhibits maturation, were described. Here we study EYFP-F165G - a variant of the enhanced yellow fluorescent protein - obtained by a single F165G replacement, and demonstrated multiple fluorescent states represented by the minor emission peaks in blue and yellow ranges (~470 and ~530 nm), and the major peak at ~330 nm. The latter has been assigned to tryptophan fluorescence, quenched due to excitation energy transfer to the mature chromophore in the parental EYFP protein. EYFP-F165G crystal structure revealed two general independent routes of post-translational chemistry, resulting in two main states of the polypeptide chain with the intact chromophore forming triad (~85%) and mature chromophore (~15%). Our experiments thus highlighted important stereochemical role of the 165th position strongly affecting spectral characteristics of the protein. On the basis of the determined EYFP-F165G three-dimensional structure, new variants with ~ 2-fold improved brightness were engineered.
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Key Words
- Ala (A), alanine
- Arg (R), arginine
- Asn (R), asparagine
- Chromophore maturation
- DTT, dithiothreitol
- EC, extinction coefficient
- EET, excitation energy transfer
- EGFP, enhanced green fluorescent protein
- ESET, excited-state electron transfer
- EYFP
- EYFP, enhanced yellow fluorescent protein
- Excitation energy transfer
- FLIM, fluorescence lifetime imaging microscopy
- FP, fluorescent protein
- FQY, fluorescence quantum yield
- FRET, Förster resonance energy transfer
- FTIR, Fourier-transform infrared (spectroscopy
- Femtosecond spectroscopy
- Fluorescent proteins
- GFP, green fluorescent protein
- GYG, glycine-tyrosine-glycine
- Gln (Q), glutamine
- Glu (E), glutamic acid
- Gly (G), glycine
- His (H), histidine
- IVA-cloning, in vivo assembly cloning
- Leu (L), leucine
- PBS, phosphate buffered saline
- PCR, polymerase chain reaction
- Phe (F), phenylalanine
- REACh, resonance energy-accepting chromoprotein
- Ser (S), serine
- Structure-guided mutagenesis
- Trp (W), tryptophan
- Tryptophan fluorescence
- Tyr (Y), tyrosine
- Val (V), valine
- X-ray structure
- avGFP, Aequorea victoria green fluorescent protein
- sfGFP, superfolder GFP
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Affiliation(s)
- Nadya V. Pletneva
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia
| | - Eugene G. Maksimov
- Faculty of Biology, Lomonosov Moscow State University, 119992 Moscow, Russia
| | - Elena A. Protasova
- Faculty of Biology, Lomonosov Moscow State University, 119992 Moscow, Russia
| | - Anastasia V. Mamontova
- Center of Life Sciences, Skolkovo Institute of Science and Technology, Moscow 121205, Russia
| | - Tatiana R. Simonyan
- Center of Life Sciences, Skolkovo Institute of Science and Technology, Moscow 121205, Russia
| | - Rustam H. Ziganshin
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia
| | - Konstantin A. Lukyanov
- Center of Life Sciences, Skolkovo Institute of Science and Technology, Moscow 121205, Russia
| | - Liya Muslinkina
- Structural Biology Section, Research Technologies Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Sergei Pletnev
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Alexey M. Bogdanov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia,Corresponding authors at: Depatment of biophotonics (both), Laboratory of genetically encoded molecular tools ( A.M.B.), Laboratory of of X-ray study ( V.Z.P.).
| | - Vladimir Z. Pletnev
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia,Corresponding authors at: Depatment of biophotonics (both), Laboratory of genetically encoded molecular tools ( A.M.B.), Laboratory of of X-ray study ( V.Z.P.).
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13
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Franke B, Frigård T, Grzesiek S, Isogai S. Versatile modules enable automated multi-column purifications on the ÄKTA pure chromatography system. J Chromatogr A 2020; 1618:460846. [PMID: 31980264 DOI: 10.1016/j.chroma.2019.460846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2019] [Revised: 12/12/2019] [Accepted: 12/31/2019] [Indexed: 11/16/2022]
Abstract
Protein purification processes in basic research using ÄKTA™ liquid chromatography systems are often limited to single sample injections and simple one-column purifications. Because many target proteins in structural biology require complex purification protocols the work easily becomes laborious. To streamline and accelerate downstream protein production, an ALIAS™ autosampler and a modular sample in-line dilution process coupled to ion-exchange chromatography were incorporated into the workflow to automate two of the most commonly performed purification strategies - ion-exchange to size exclusion and nickel-ion metal affinity to size exclusion. The chromatographic setup enabled purification of a large array of cytosolic and membrane proteins from small-scale expression cultures produced in insect cells necessary to develop and optimize isotope-labeling strategies for nuclear magnetic resonance spectroscopy applications, resulting in a reduction in experiment time of about 20% per run for both cytosolic and membrane protein purification schemes. However, when queuing multiple samples the throughput increased by 66% and 75%, respectively. In addition, a novel system configuration is presented, where two column valves can be operated independently. This allows for the design of purification loops to increase purity of the target protein.
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Affiliation(s)
- Bastian Franke
- Focal Area Structural Biology and Biophysics, Biozentrum, University of Basel, 4056 Basel, Switzerland.
| | - Tuomo Frigård
- GE Healthcare Bio-Sciences AB, Björkgatan 30, 751 24 Uppsala, Sweden
| | - Stephan Grzesiek
- Focal Area Structural Biology and Biophysics, Biozentrum, University of Basel, 4056 Basel, Switzerland
| | - Shin Isogai
- Focal Area Structural Biology and Biophysics, Biozentrum, University of Basel, 4056 Basel, Switzerland.
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14
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Correia C, Tavares E, Lopes C, Silva JG, Duarte A, Geraldes V, Rodrigues MA, Melo EP. Stability of Protein Formulations at Subzero Temperatures by Isochoric Cooling. J Pharm Sci 2020; 109:316-322. [DOI: 10.1016/j.xphs.2019.06.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Revised: 05/28/2019] [Accepted: 06/21/2019] [Indexed: 10/26/2022]
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15
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Zheng J, Strutzenberg T, Pascal BD, Griffin PR. Protein dynamics and conformational changes explored by hydrogen/deuterium exchange mass spectrometry. Curr Opin Struct Biol 2019; 58:305-313. [DOI: 10.1016/j.sbi.2019.06.007] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Revised: 06/15/2019] [Accepted: 06/25/2019] [Indexed: 12/31/2022]
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16
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Kesgin-Schaefer S, Heidemann J, Puchert A, Koelbel K, Yorke BA, Huse N, Pearson AR, Uetrecht C, Tidow H. Crystal structure of a domain-swapped photoactivatable sfGFP variant provides evidence for GFP folding pathway. FEBS J 2019; 286:2329-2340. [PMID: 30817081 DOI: 10.1111/febs.14797] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Revised: 02/07/2019] [Accepted: 02/27/2019] [Indexed: 01/23/2023]
Abstract
Photoactivatable fluorescent proteins (PA-FPs) are a powerful non-invasive tool in high-resolution live-cell imaging. They can be converted from an inactive to an active form by light, enabling the spatial and temporal trafficking of proteins and cell dynamics. PA-FPs have been previously generated by mutating selected residues in the chromophore or in its close proximity. A new strategy to generate PA-FPs is the genetic incorporation of unnatural amino acids (UAAs) containing photocaged groups using unique suppressor tRNA/aminoacyl-tRNA synthetase pairs. We set out to develop a photoactivatable GFP variant suitable for time-resolved structural studies. Here, we report the crystal structure of superfolder GFP (sfGFP) containing the UAA ortho-nitrobenzyl-tyrosine (ONBY) at position 66 and its spectroscopic characterization. Surprisingly, the crystal structure (to 2.7 Å resolution) reveals a dimeric domain-swapped arrangement of sfGFP66ONBY with residues 1-142 of one molecule associating with residues 148-234 from another molecule. This unusual domain-swapped structure supports a previously postulated GFP folding pathway that proceeds via an equilibrium intermediate.
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Affiliation(s)
- Stephanie Kesgin-Schaefer
- The Hamburg Centre for Ultrafast Imaging, Germany.,Department of Chemistry, Institute for Biochemistry and Molecular Biology, University of Hamburg, Germany
| | - Johannes Heidemann
- Heinrich Pette Institute, Leibniz Institute for Experimental Virology, Hamburg, Germany
| | - Anke Puchert
- The Hamburg Centre for Ultrafast Imaging, Germany.,Department of Physics, Center for Free-Electron Laser Science, Institute for Nanostructure and Solid State Physics, University of Hamburg, Germany
| | - Knut Koelbel
- Heinrich Pette Institute, Leibniz Institute for Experimental Virology, Hamburg, Germany
| | - Briony A Yorke
- The Hamburg Centre for Ultrafast Imaging, Germany.,Department of Physics, Center for Free-Electron Laser Science, Institute for Nanostructure and Solid State Physics, University of Hamburg, Germany
| | - Nils Huse
- The Hamburg Centre for Ultrafast Imaging, Germany.,Department of Physics, Center for Free-Electron Laser Science, Institute for Nanostructure and Solid State Physics, University of Hamburg, Germany
| | - Arwen R Pearson
- The Hamburg Centre for Ultrafast Imaging, Germany.,Department of Physics, Center for Free-Electron Laser Science, Institute for Nanostructure and Solid State Physics, University of Hamburg, Germany
| | - Charlotte Uetrecht
- Heinrich Pette Institute, Leibniz Institute for Experimental Virology, Hamburg, Germany.,European XFEL GmbH, Schenefeld, Germany
| | - Henning Tidow
- The Hamburg Centre for Ultrafast Imaging, Germany.,Department of Chemistry, Institute for Biochemistry and Molecular Biology, University of Hamburg, Germany
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17
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Urata S, Iida T, Yamamoto M, Mizushima Y, Fujimoto C, Matsumoto Y, Yamasoba T, Okabe S. Cellular cartography of the organ of Corti based on optical tissue clearing and machine learning. eLife 2019; 8:40946. [PMID: 30657453 PMCID: PMC6338463 DOI: 10.7554/elife.40946] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2018] [Accepted: 01/05/2019] [Indexed: 12/20/2022] Open
Abstract
The highly organized spatial arrangement of sensory hair cells in the organ of Corti is essential for inner ear function. Here, we report a new analytical pipeline, based on optical clearing of tissue, for the construction of a single-cell resolution map of the organ of Corti. A sorbitol-based optical clearing method enabled imaging of the entire cochlea at subcellular resolution. High-fidelity detection and analysis of all hair cell positions along the entire longitudinal axis of the organ of Corti were performed automatically by machine learning–based pattern recognition. Application of this method to samples from young, adult, and noise-exposed mice extracted essential information regarding cellular pathology, including longitudinal and radial spatial characteristics of cell loss, implying that multiple mechanisms underlie clustered cell loss. Our method of cellular mapping is effective for system-level phenotyping of the organ of Corti under both physiological and pathological conditions.
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Affiliation(s)
- Shinji Urata
- Department of Cellular Neurobiology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.,Department of Otolaryngology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Tadatsune Iida
- Department of Cellular Neurobiology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Masamichi Yamamoto
- Department of Nephrology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Yu Mizushima
- Department of Otolaryngology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Chisato Fujimoto
- Department of Otolaryngology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Yu Matsumoto
- Department of Otolaryngology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Tatsuya Yamasoba
- Department of Otolaryngology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Shigeo Okabe
- Department of Cellular Neurobiology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
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18
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Weiffert T, Linse S. Protein stabilization with retained function of monellin using a split GFP system. Sci Rep 2018; 8:12763. [PMID: 30143736 PMCID: PMC6109104 DOI: 10.1038/s41598-018-31177-z] [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: 04/06/2018] [Accepted: 08/10/2018] [Indexed: 11/09/2022] Open
Abstract
Sweet proteins are an unexploited resource in the search for non-carbohydrate sweeteners mainly due to their low stability towards heating. Variants of the sweet protein monellin, with increased stability, were derived by an in vivo screening method based on the thermodynamic linkage between fragment complementation and protein stability. This approach depends on the correlation between mutational effects on the affinity between protein fragments and the stability of the intact protein. By linking the two fragments of monellin to the split GFP (green fluorescent protein) system, reconstitution of GFP was promoted and moderately fluorescent colonies were obtained. Two separate random libraries were produced for the monellin chains and the mutant clones were ranked based on fluorescence intensity. Mutants with increased affinity between the fragments, and subsequently increased stability, caused increased fluorescence intensity of split GFP. Single chain monellin variants of the top-ranked mutants for each chain, S76Y in the A-chain and W3C + R39G in the B-chain and all combinations thereof, were expressed and the increase in stability was verified by temperature denaturation studies using circular dichroism spectroscopy. Functionality studies showed that mutant S76Y has retained sweetness and has potential use within the food industry.
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Affiliation(s)
- Tanja Weiffert
- Department of Biochemistry and Structural Biology, Chemical Centre, Lund University, SE221 00, Lund, Sweden.
| | - Sara Linse
- Department of Biochemistry and Structural Biology, Chemical Centre, Lund University, SE221 00, Lund, Sweden
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19
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Franke B, Opitz C, Isogai S, Grahl A, Delgado L, Gossert AD, Grzesiek S. Production of isotope-labeled proteins in insect cells for NMR. JOURNAL OF BIOMOLECULAR NMR 2018; 71:173-184. [PMID: 29687312 DOI: 10.1007/s10858-018-0172-7] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Accepted: 02/28/2018] [Indexed: 06/08/2023]
Abstract
Baculovirus-infected insect cells have become a powerful tool to express recombinant proteins for structural and functional studies by NMR spectroscopy. This article provides an introduction into the insect cell/baculovirus expression system and its use for the production of recombinant isotope-labeled proteins. We discuss recent advances in inexpensive isotope-labeling methods using labeled algal or yeast extracts as the amino acid source and give examples of advanced NMR applications for proteins, which have become accessible by this eukaryotic expression host.
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Affiliation(s)
- Bastian Franke
- Focal Area Structural Biology and Biophysics, Biozentrum, University of Basel, 4056, Basel, Switzerland
| | - Christian Opitz
- Focal Area Structural Biology and Biophysics, Biozentrum, University of Basel, 4056, Basel, Switzerland
| | - Shin Isogai
- Focal Area Structural Biology and Biophysics, Biozentrum, University of Basel, 4056, Basel, Switzerland
| | - Anne Grahl
- Focal Area Structural Biology and Biophysics, Biozentrum, University of Basel, 4056, Basel, Switzerland
| | - Leonildo Delgado
- Focal Area Structural Biology and Biophysics, Biozentrum, University of Basel, 4056, Basel, Switzerland
| | - Alvar D Gossert
- Department of Biology, ETH Zürich, 8093, Zürich, Switzerland.
| | - Stephan Grzesiek
- Focal Area Structural Biology and Biophysics, Biozentrum, University of Basel, 4056, Basel, Switzerland.
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20
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Whitehead E, Rudolf F, Kaltenbach HM, Stelling J. Automated Planning Enables Complex Protocols on Liquid-Handling Robots. ACS Synth Biol 2018; 7:922-932. [PMID: 29486123 DOI: 10.1021/acssynbio.8b00021] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Robotic automation in synthetic biology is especially relevant for liquid handling to facilitate complex experiments. However, research tasks that are not highly standardized are still rarely automated in practice. Two main reasons for this are the substantial investments required to translate molecular biological protocols into robot programs, and the fact that the resulting programs are often too specific to be easily reused and shared. Recent developments of standardized protocols and dedicated programming languages for liquid-handling operations addressed some aspects of ease-of-use and portability of protocols. However, either they focus on simplicity, at the expense of enabling complex protocols, or they entail detailed programming, with corresponding skills and efforts required from the users. To reconcile these trade-offs, we developed Roboliq, a software system that uses artificial intelligence (AI) methods to integrate (i) generic formal, yet intuitive, protocol descriptions, (ii) complete, but usually hidden, programming capabilities, and (iii) user-system interactions to automatically generate executable, optimized robot programs. Roboliq also enables high-level specifications of complex tasks with conditional execution. To demonstrate the system's benefits for experiments that are difficult to perform manually because of their complexity, duration, or time-critical nature, we present three proof-of-principle applications for the reproducible, quantitative characterization of GFP variants.
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Affiliation(s)
- Ellis Whitehead
- Department of Biosystems Science and Engineering, ETH Zurich and SIB Swiss Institute of Bioinformatics, Mattenstrasse 26, 4058 Basel, Switzerland
| | - Fabian Rudolf
- Department of Biosystems Science and Engineering, ETH Zurich and SIB Swiss Institute of Bioinformatics, Mattenstrasse 26, 4058 Basel, Switzerland
| | - Hans-Michael Kaltenbach
- Department of Biosystems Science and Engineering, ETH Zurich and SIB Swiss Institute of Bioinformatics, Mattenstrasse 26, 4058 Basel, Switzerland
| | - Jörg Stelling
- Department of Biosystems Science and Engineering, ETH Zurich and SIB Swiss Institute of Bioinformatics, Mattenstrasse 26, 4058 Basel, Switzerland
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21
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Melnik TN, Nagibina GS, Surin AK, Glukhova KA, Melnik BS. Artificial Cysteine Bridges on the Surface of Green Fluorescent Protein Affect Hydration of Its Transition and Intermediate States. Mol Biol 2018. [DOI: 10.1134/s0026893318010120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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22
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Hua Y, Ju J, Wang X, Zhang B, Zhao W, Zhang Q, Feng Y, Ma W, Wan C. Screening for host proteins interacting with Escherichia coli O157:H7 EspF using bimolecular fluorescence complementation. Future Microbiol 2017; 13:37-58. [PMID: 29227212 DOI: 10.2217/fmb-2017-0087] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
AIM To screen host proteins that interact with enterohemorrhagic Escherichia coli O157:H7 EspF. MATERIALS & METHODS Flow cytometry and high-throughput sequencing were used to screen interacting proteins. Molecular function, biological processes and Kyoto Encyclopedia of Genes and Genomes pathways were studied using the DAVID online tool. Glutathione S-transferase pull down and dot blotting were used to verify the interactions. RESULTS 293 host proteins were identified to associate with EspF. They were mainly enriched in RNA splicing (p = 0.005), ribosome structure (p = 0.012), and involved in 109 types of signaling pathways. SNX9 and ANXA6 were confirmed to interact with EspF. CONCLUSION EspF interacts with ANXA6; they may form a complex to manipulate the process of phagocytosis; EspF plays a highlighted pathogenic role in enterohemorrhagic E. coli infection process.
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Affiliation(s)
- Ying Hua
- Biosafety Level 3 Laboratory, School of Public Health, Southern Medical University, Guangzhou 510515, China.,Key Laboratory of Tropical Disease Research of Guangdong Provincial, Guangzhou 510515, China
| | - Jingwei Ju
- Key Laboratory of Gene Engineering of the Ministry of Education, State Key Laboratory for Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510006, China.,Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University, Guangzhou 510006, China
| | - Xiangyu Wang
- Biosafety Level 3 Laboratory, School of Public Health, Southern Medical University, Guangzhou 510515, China.,Key Laboratory of Tropical Disease Research of Guangdong Provincial, Guangzhou 510515, China
| | - Bao Zhang
- Biosafety Level 3 Laboratory, School of Public Health, Southern Medical University, Guangzhou 510515, China.,Key Laboratory of Tropical Disease Research of Guangdong Provincial, Guangzhou 510515, China
| | - Wei Zhao
- Biosafety Level 3 Laboratory, School of Public Health, Southern Medical University, Guangzhou 510515, China.,Key Laboratory of Tropical Disease Research of Guangdong Provincial, Guangzhou 510515, China
| | - Qiwei Zhang
- Biosafety Level 3 Laboratory, School of Public Health, Southern Medical University, Guangzhou 510515, China.,Key Laboratory of Tropical Disease Research of Guangdong Provincial, Guangzhou 510515, China
| | - Yingzhu Feng
- Guangzhou Institutes of Biomedicine & Health, Chinese Academy of Sciences, Guangzhou 510530, China
| | - Wenbin Ma
- Key Laboratory of Gene Engineering of the Ministry of Education, State Key Laboratory for Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510006, China.,Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University, Guangzhou 510006, China
| | - Chengsong Wan
- Biosafety Level 3 Laboratory, School of Public Health, Southern Medical University, Guangzhou 510515, China.,Key Laboratory of Tropical Disease Research of Guangdong Provincial, Guangzhou 510515, China
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23
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Mechanically switching single-molecule fluorescence of GFP by unfolding and refolding. Proc Natl Acad Sci U S A 2017; 114:11052-11056. [PMID: 29073015 DOI: 10.1073/pnas.1704937114] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Green fluorescent protein (GFP) variants are widely used as genetically encoded fluorescent fusion tags, and there is an increasing interest in engineering their structure to develop in vivo optical sensors, such as for optogenetics and force transduction. Ensemble experiments have shown that the fluorescence of GFP is quenched upon denaturation. Here we study the dependence of fluorescence on protein structure by driving single molecules of GFP into different conformational states with optical tweezers and simultaneously probing the chromophore with fluorescence. Our results show that fluorescence is lost during the earliest events in unfolding, 3.5 ms before secondary structure is disrupted. No fluorescence is observed from the unfolding intermediates or the ensemble of compact and extended states populated during refolding. We further demonstrate that GFP can be mechanically switched between emissive and dark states. These data definitively establish that complete structural integrity is necessary to observe single-molecule fluorescence of GFP.
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24
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Weaver BP, Weaver YM, Mitani S, Han M. Coupled Caspase and N-End Rule Ligase Activities Allow Recognition and Degradation of Pluripotency Factor LIN-28 during Non-Apoptotic Development. Dev Cell 2017; 41:665-673.e6. [PMID: 28602583 DOI: 10.1016/j.devcel.2017.05.013] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Revised: 03/21/2017] [Accepted: 05/12/2017] [Indexed: 01/08/2023]
Abstract
Recent findings suggest that components of the classical cell death machinery also have important non-cell-death (non-apoptotic) functions in flies, nematodes, and mammals. However, the mechanisms for non-canonical caspase substrate recognition and proteolysis, and the direct roles for caspases in gene expression regulation, remain largely unclear. Here we report that CED-3 caspase and the Arg/N-end rule pathway cooperate to inactivate the LIN-28 pluripotency factor in seam cells, a stem-like cell type in Caenorhabditis elegans, thereby ensuring proper temporal cell fate patterning. Importantly, the caspase and the E3 ligase execute this function in a non-additive manner. We show that CED-3 caspase and the E3 ubiquitin ligase UBR-1 form a complex that couples their in vivo activities, allowing for recognition and rapid degradation of LIN-28 and thus facilitating a switch in developmental programs. The interdependence of these proteolytic activities provides a paradigm for non-apoptotic caspase-mediated protein inactivation.
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Affiliation(s)
- Benjamin P Weaver
- The Howard Hughes Medical Institute and Department of Molecular, Cellular, and Developmental Biology, University of Colorado, Boulder, CO 80309, USA.
| | - Yi M Weaver
- The Howard Hughes Medical Institute and Department of Molecular, Cellular, and Developmental Biology, University of Colorado, Boulder, CO 80309, USA
| | - Shohei Mitani
- Department of Physiology, Tokyo Women's Medical University School of Medicine, 8-1, Kawada-cho, Shinjuku-ku, Tokyo 162-8666, Japan
| | - Min Han
- The Howard Hughes Medical Institute and Department of Molecular, Cellular, and Developmental Biology, University of Colorado, Boulder, CO 80309, USA
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25
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Banerjee S, Schenkelberg CD, Jordan TB, Reimertz JM, Crone EE, Crone DE, Bystroff C. Mispacking and the Fitness Landscape of the Green Fluorescent Protein Chromophore Milieu. Biochemistry 2017; 56:736-747. [PMID: 28074648 PMCID: PMC6193456 DOI: 10.1021/acs.biochem.6b00800] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
The autocatalytic maturation of the chromophore in green fluorescent protein (GFP) was thought to require the precise positioning of the side chains surrounding it in the core of the protein, many of which are strongly conserved among homologous fluorescent proteins. In this study, we screened for green fluorescence in an exhaustive set of point mutations of seven residues that make up the chromophore microenvironment, excluding R96 and E222 because mutations at these positions have been previously characterized. Contrary to expectations, nearly all amino acids were tolerated at all seven positions. Only four point mutations knocked out fluorescence entirely. However, chromophore maturation was found to be slower and/or fluorescence reduced in several cases. Selected combinations of mutations showed nonadditive effects, including cooperativity and rescue. The results provide guidelines for the computational engineering of GFPs.
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Affiliation(s)
- Shounak Banerjee
- Department of Biological Sciences, Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, New York 12180, United States
| | - Christian D. Schenkelberg
- Department of Biological Sciences, Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, New York 12180, United States
| | - Thomas B. Jordan
- Department of Biological Sciences, Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, New York 12180, United States
| | - Julia M. Reimertz
- Department of Biological Sciences, Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, New York 12180, United States
| | - Emily E. Crone
- Department of Biology, Colgate University, Hamilton, New York 13346, United States
| | - Donna E. Crone
- Department of Biological Sciences, Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, New York 12180, United States
| | - Christopher Bystroff
- Department of Biological Sciences, Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, New York 12180, United States
- Department of Computer Science, Rensselaer Polytechnic Institute, Troy, New York 12180, United States
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26
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Khmelinskii A, Meurer M, Ho CT, Besenbeck B, Füller J, Lemberg MK, Bukau B, Mogk A, Knop M. Incomplete proteasomal degradation of green fluorescent proteins in the context of tandem fluorescent protein timers. Mol Biol Cell 2016; 27:360-70. [PMID: 26609072 PMCID: PMC4713137 DOI: 10.1091/mbc.e15-07-0525] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Revised: 11/12/2015] [Accepted: 11/16/2015] [Indexed: 11/17/2022] Open
Abstract
Tandem fluorescent protein timers (tFTs) report on protein age through time-dependent change in color, which can be exploited to study protein turnover and trafficking. Each tFT, composed of two fluorescent proteins (FPs) that differ in maturation kinetics, is suited to follow protein dynamics within a specific time range determined by the maturation rates of both FPs. So far, tFTs have been constructed by combining slower-maturing red fluorescent proteins (redFPs) with the faster-maturing superfolder green fluorescent protein (sfGFP). Toward a comprehensive characterization of tFTs, we compare here tFTs composed of different faster-maturing green fluorescent proteins (greenFPs) while keeping the slower-maturing redFP constant (mCherry). Our results indicate that the greenFP maturation kinetics influences the time range of a tFT. Moreover, we observe that commonly used greenFPs can partially withstand proteasomal degradation due to the stability of the FP fold, which results in accumulation of tFT fragments in the cell. Depending on the order of FPs in the timer, incomplete proteasomal degradation either shifts the time range of the tFT toward slower time scales or precludes its use for measurements of protein turnover. We identify greenFPs that are efficiently degraded by the proteasome and provide simple guidelines for the design of new tFTs.
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Affiliation(s)
- Anton Khmelinskii
- Zentrum für Molekulare Biologie der Universität Heidelberg and Deutsches Krebsforschungszentrum, DKFZ-ZMBH Alliance, 69120 Heidelberg, Germany
| | - Matthias Meurer
- Zentrum für Molekulare Biologie der Universität Heidelberg and Deutsches Krebsforschungszentrum, DKFZ-ZMBH Alliance, 69120 Heidelberg, Germany
| | - Chi-Ting Ho
- Zentrum für Molekulare Biologie der Universität Heidelberg and Deutsches Krebsforschungszentrum, DKFZ-ZMBH Alliance, 69120 Heidelberg, Germany
| | - Birgit Besenbeck
- Zentrum für Molekulare Biologie der Universität Heidelberg and Deutsches Krebsforschungszentrum, DKFZ-ZMBH Alliance, 69120 Heidelberg, Germany
| | - Julia Füller
- Zentrum für Molekulare Biologie der Universität Heidelberg and Deutsches Krebsforschungszentrum, DKFZ-ZMBH Alliance, 69120 Heidelberg, Germany
| | - Marius K Lemberg
- Zentrum für Molekulare Biologie der Universität Heidelberg and Deutsches Krebsforschungszentrum, DKFZ-ZMBH Alliance, 69120 Heidelberg, Germany
| | - Bernd Bukau
- Zentrum für Molekulare Biologie der Universität Heidelberg and Deutsches Krebsforschungszentrum, DKFZ-ZMBH Alliance, 69120 Heidelberg, Germany
| | - Axel Mogk
- Zentrum für Molekulare Biologie der Universität Heidelberg and Deutsches Krebsforschungszentrum, DKFZ-ZMBH Alliance, 69120 Heidelberg, Germany
| | - Michael Knop
- Zentrum für Molekulare Biologie der Universität Heidelberg and Deutsches Krebsforschungszentrum, DKFZ-ZMBH Alliance, 69120 Heidelberg, Germany
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27
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Huang YM, Banerjee S, Crone DE, Schenkelberg CD, Pitman DJ, Buck PM, Bystroff C. Toward Computationally Designed Self-Reporting Biosensors Using Leave-One-Out Green Fluorescent Protein. Biochemistry 2015; 54:6263-73. [PMID: 26397806 DOI: 10.1021/acs.biochem.5b00786] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Leave-one-out green fluorescent protein (LOOn-GFP) is a circularly permuted and truncated GFP lacking the nth β-strand element. LOO7-GFP derived from the wild-type sequence (LOO7-WT) folds and reconstitutes fluorescence upon addition of β-strand 7 (S7) as an exogenous peptide. Computational protein design may be used to modify the sequence of LOO7-GFP to fit a different peptide sequence, while retaining the reconstitution activity. Here we present a computationally designed leave-one-out GFP in which wild-type strand 7 has been replaced by a 12-residue peptide (HA) from the H5 antigenic region of the Thailand strain of H5N1 influenza virus hemagglutinin. The DEEdesign software was used to generate a sequence library with mutations at 13 positions around the peptide, coding for approximately 3 × 10(5) sequence combinations. The library was coexpressed with the HA peptide in E. coli and colonies were screened for in vivo fluorescence. Glowing colonies were sequenced, and one (LOO7-HA4) with 7 mutations was purified and characterized. LOO7-HA4 folds, fluoresces in vivo and in vitro, and binds HA. However, binding results in a decrease in fluorescence instead of the expected increase, caused by the peptide-induced dissociation of a novel, glowing oligomeric complex instead of the reconstitution of the native structure. Efforts to improve binding and recover reconstitution using in vitro evolution produced colonies that glowed brighter and matured faster. Two of these were characterized. One lost all affinity for the HA peptide but glowed more brightly in the unbound oligomeric state. The other increased in affinity to the HA peptide but still did not reconstitute the fully folded state. Despite failing to fold completely, peptide binding by computational design was observed and was improved by directed evolution. The ratio of HA to S7 binding increased from 0.0 for the wild-type sequence (no binding) to 0.01 after computational design (weak binding) and to 0.48 (comparable binding) after in vitro evolution. The novel oligomeric state is composed of an open barrel.
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Affiliation(s)
- Yao-Ming Huang
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco , San Francisco, California 94158, United States
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28
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Opitz C, Isogai S, Grzesiek S. An economic approach to efficient isotope labeling in insect cells using homemade 15N-, 13C- and 2H-labeled yeast extracts. JOURNAL OF BIOMOLECULAR NMR 2015; 62:373-85. [PMID: 26070442 DOI: 10.1007/s10858-015-9954-3] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2015] [Accepted: 06/01/2015] [Indexed: 05/26/2023]
Abstract
Heterologous expression of proteins in insect cells is frequently used for crystallographic structural studies due to the high yields even for challenging proteins requiring the eukaryotic protein processing capabilities of the host. However for NMR studies, the need for isotope labeling poses extreme challenges in eukaryotic hosts. Here, we describe a robust method to achieve uniform protein (15)N and (13)C labeling of up to 90 % in baculovirus-infected insect cells. The approach is based on the production of labeled yeast extract, which is subsequently supplemented to insect cell growth media. The method also allows deuteration at levels of >60 % without decrease in expression yield. The economic implementation of the labeling procedures into a standard structural biology laboratory environment is described in a step-by-step protocol. Applications are demonstrated for a variety of NMR experiments using the Abelson kinase domain, GFP, and the beta-1 adrenergic receptor as examples. Deuterated expression of the latter provides spectra of very high quality of a eukaryotic G-protein coupled receptor.
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Affiliation(s)
- Christian Opitz
- Focal Area Structural Biology and Biophysics, Biozentrum, University of Basel, 4056, Basel, Switzerland
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29
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Wang I, Chen SY, Hsu STD. Unraveling the Folding Mechanism of the Smallest Knotted Protein, MJ0366. J Phys Chem B 2015; 119:4359-70. [DOI: 10.1021/jp511029s] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- Iren Wang
- Institute
of Biological Chemistry, Academia Sinica, 128, Section 2, Academia Road, Taipei 11529, Taiwan
| | - Szu-Yu Chen
- Institute
of Biological Chemistry, Academia Sinica, 128, Section 2, Academia Road, Taipei 11529, Taiwan
| | - Shang-Te Danny Hsu
- Institute
of Biological Chemistry, Academia Sinica, 128, Section 2, Academia Road, Taipei 11529, Taiwan
- Institute
of Biochemical Sciences, National Taiwan University, 1, Section
4, Roosevelt Road, Taipei 10617, Taiwan
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30
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Lamazares E, Clemente I, Bueno M, Velázquez-Campoy A, Sancho J. Rational stabilization of complex proteins: a divide and combine approach. Sci Rep 2015; 5:9129. [PMID: 25774740 PMCID: PMC4360737 DOI: 10.1038/srep09129] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2014] [Accepted: 02/19/2015] [Indexed: 11/09/2022] Open
Abstract
Increasing the thermostability of proteins is often crucial for their successful use as analytic, synthetic or therapeutic tools. Most rational thermostabilization strategies were developed on small two-state proteins and, unsurprisingly, they tend to fail when applied to the much more abundant, larger, non-fully cooperative proteins. We show that the key to stabilize the latter is to know the regions of lower stability. To prove it, we have engineered apoflavodoxin, a non-fully cooperative protein on which previous thermostabilizing attempts had failed. We use a step-wise combination of structure-based, rationally-designed, stabilizing mutations confined to the less stable structural region, and obtain variants that, according to their van't Hoff to calorimetric enthalpy ratios, exhibit fully-cooperative thermal unfolding with a melting temperature of 75°C, 32 degrees above the lower melting temperature of the non-cooperative wild type protein. The ideas introduced here may also be useful for the thermostabilization of complex proteins through formulation or using specific stabilizing ligands (e.g. pharmacological chaperones).
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Affiliation(s)
- Emilio Lamazares
- 1] Biocomputation and Complex Systems Physics Institute (BIFI)-Joint Unit BIFI-IQFR (CSIC), Universidad de Zaragoza, Zaragoza, Spain [2] Departamento de Bioquímica y Biología Molecular y Celular, Facultad de Ciencias, Universidad de Zaragoza, Zaragoza, Spain
| | - Isabel Clemente
- 1] Biocomputation and Complex Systems Physics Institute (BIFI)-Joint Unit BIFI-IQFR (CSIC), Universidad de Zaragoza, Zaragoza, Spain [2] Departamento de Bioquímica y Biología Molecular y Celular, Facultad de Ciencias, Universidad de Zaragoza, Zaragoza, Spain
| | - Marta Bueno
- 1] Biocomputation and Complex Systems Physics Institute (BIFI)-Joint Unit BIFI-IQFR (CSIC), Universidad de Zaragoza, Zaragoza, Spain [2] Departamento de Bioquímica y Biología Molecular y Celular, Facultad de Ciencias, Universidad de Zaragoza, Zaragoza, Spain
| | - Adrián Velázquez-Campoy
- 1] Biocomputation and Complex Systems Physics Institute (BIFI)-Joint Unit BIFI-IQFR (CSIC), Universidad de Zaragoza, Zaragoza, Spain [2] Departamento de Bioquímica y Biología Molecular y Celular, Facultad de Ciencias, Universidad de Zaragoza, Zaragoza, Spain [3] Fundación ARAID, Gobierno de Aragón, Spain
| | - Javier Sancho
- 1] Biocomputation and Complex Systems Physics Institute (BIFI)-Joint Unit BIFI-IQFR (CSIC), Universidad de Zaragoza, Zaragoza, Spain [2] Departamento de Bioquímica y Biología Molecular y Celular, Facultad de Ciencias, Universidad de Zaragoza, Zaragoza, Spain
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31
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Laricheva EN, Goh GB, Dickson A, Brooks CL. pH-dependent transient conformational states control optical properties in cyan fluorescent protein. J Am Chem Soc 2015; 137:2892-900. [PMID: 25647152 PMCID: PMC4394632 DOI: 10.1021/ja509233r] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
A recently engineered mutant of cyan fluorescent protein (WasCFP) that exhibits pH-dependent absorption suggests that its tryptophan-based chromophore switches between neutral (protonated) and charged (deprotonated) states depending on external pH. At pH 8.1, the latter gives rise to green fluorescence as opposed to the cyan color of emission that is characteristic for the neutral form at low pH. Given the high energy cost of deprotonating the tryptophan at the indole nitrogen, this behavior is puzzling, even if the stabilizing effect of the V61K mutation in proximity to the protonation/deprotonation site is considered. Because of its potential to open new avenues for the development of optical sensors and photoconvertible fluorescent proteins, a mechanistic understanding of how the charged state in WasCFP can possibly be stabilized is thus important. Attributed to the dynamic nature of proteins, such understanding often requires knowledge of the various conformations adopted, including transiently populated conformational states. Transient conformational states triggered by pH are of emerging interest and have been shown to be important whenever ionizable groups interact with hydrophobic environments. Using a combination of the weighted-ensemble sampling method and explicit-solvent constant pH molecular dynamics (CPHMD(MSλD)) simulations, we have identified a solvated transient state, characterized by a partially open β-barrel where the chromophore pKa of 6.8 is shifted by over 20 units from that of the closed form (6.8 and 31.7, respectively). This state contributes a small population at low pH (12% at pH 6.1) but becomes dominant at mildly basic conditions, contributing as much as 53% at pH 8.1. This pH-dependent population shift between neutral (at pH 6.1) and charged (at pH 8.1) forms is thus responsible for the observed absorption behavior of WasCFP. Our findings demonstrate the conditions necessary to stabilize the charged state of the WasCFP chromophore (namely, local solvation at the deprotonation site and a partial flexibility of the protein β-barrel structure) and provide the first evidence that transient conformational states can control optical properties of fluorescent proteins.
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Affiliation(s)
- Elena N. Laricheva
- Department of Chemistry, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Garrett B. Goh
- Department of Chemistry, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Alex Dickson
- Department of Chemistry, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Charles L. Brooks
- Department of Chemistry, University of Michigan, Ann Arbor, Michigan 48109, United States
- Biophysics Program, University of Michigan, Ann Arbor, Michigan 48109, United States
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32
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Pitman DJ, Banerjee S, Macari SJ, Castaldi CA, Crone DE, Bystroff C. Exploring the folding pathway of green fluorescent protein through disulfide engineering. Protein Sci 2015; 24:341-53. [PMID: 25516354 PMCID: PMC4353360 DOI: 10.1002/pro.2621] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2014] [Accepted: 12/09/2014] [Indexed: 11/12/2022]
Abstract
We have introduced two disulfide crosslinks into the loop regions on opposite ends of the beta barrel in superfolder green fluorescent protein (GFP) in order to better understand the nature of its folding pathway. When the disulfide on the side opposite the N/C-termini is formed, folding is 2× faster, unfolding is 2000× slower, and the protein is stabilized by 16 kJ/mol. But when the disulfide bond on the side of the termini is formed we see little change in the kinetics and stability. The stabilization upon combining the two crosslinks is approximately additive. When the kinetic effects are broken down into multiple phases, we observe Hammond behavior in the upward shift of the kinetic m-value of unfolding. We use these results in conjunction with structural analysis to assign folding intermediates to two parallel folding pathways. The data are consistent with a view that the two fastest transition states of folding are "barrel closing" steps. The slower of the two phases passes through an intermediate with the barrel opening occurring between strands 7 and 8, while the faster phase opens between 9 and 4. We conclude that disulfide crosslink-induced perturbations in kinetics are useful for mapping the protein folding pathway.
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Affiliation(s)
- Derek J Pitman
- Department of Biological Sciences, Center for Biotechnology and Interdisciplinary Studies
| | - Shounak Banerjee
- Department of Biological Sciences, Center for Biotechnology and Interdisciplinary Studies
| | - Stephen J Macari
- Department of Biological Sciences, Center for Biotechnology and Interdisciplinary Studies
| | - Christopher A Castaldi
- Department of Biological Sciences, Center for Biotechnology and Interdisciplinary Studies
| | - Donna E Crone
- Department of Biological Sciences, Center for Biotechnology and Interdisciplinary Studies
| | - Christopher Bystroff
- Department of Biological Sciences, Center for Biotechnology and Interdisciplinary Studies
- Department of Computer Science, Rensselaer Polytechnic InstituteTroy, New York
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33
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Shinobu A, Agmon N. The Hole in the Barrel: Water Exchange at the GFP Chromophore. J Phys Chem B 2015; 119:3464-78. [DOI: 10.1021/jp5127255] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Ai Shinobu
- The Fritz
Haber Research
Center, Institute of Chemistry, The Hebrew University of Jerusalem, Jerusalem 91904, Israel
| | - Noam Agmon
- The Fritz
Haber Research
Center, Institute of Chemistry, The Hebrew University of Jerusalem, Jerusalem 91904, Israel
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34
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Fernandes CS, Pina AS, Dias AM, Branco RJ, Roque ACA. A theoretical and experimental approach toward the development of affinity adsorbents for GFP and GFP-fusion proteins purification. J Biotechnol 2014; 186:13-20. [DOI: 10.1016/j.jbiotec.2014.06.016] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2014] [Revised: 06/12/2014] [Accepted: 06/16/2014] [Indexed: 11/27/2022]
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35
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Arpino JAJ, Reddington SC, Halliwell LM, Rizkallah PJ, Jones DD. Random single amino acid deletion sampling unveils structural tolerance and the benefits of helical registry shift on GFP folding and structure. Structure 2014; 22:889-98. [PMID: 24856363 PMCID: PMC4058518 DOI: 10.1016/j.str.2014.03.014] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2013] [Revised: 03/08/2014] [Accepted: 03/10/2014] [Indexed: 12/01/2022]
Abstract
Altering a protein’s backbone through amino acid deletion is a common evolutionary mutational mechanism, but is generally ignored during protein engineering primarily because its effect on the folding-structure-function relationship is difficult to predict. Using directed evolution, enhanced green fluorescent protein (EGFP) was observed to tolerate residue deletion across the breadth of the protein, particularly within short and long loops, helical elements, and at the termini of strands. A variant with G4 removed from a helix (EGFPG4Δ) conferred significantly higher cellular fluorescence. Folding analysis revealed that EGFPG4Δ retained more structure upon unfolding and refolded with almost 100% efficiency but at the expense of thermodynamic stability. The EGFPG4Δ structure revealed that G4 deletion caused a beneficial helical registry shift resulting in a new polar interaction network, which potentially stabilizes a cis proline peptide bond and links secondary structure elements. Thus, deletion mutations and registry shifts can enhance proteins through structural rearrangements not possible by substitution mutations alone. Using directed evolution, the impact of amino acid deletion on EGFP is explored Loops, helices, and strand termini are especially tolerant to amino acid deletion A deletion mutant that enhances cellular production and fluorescence is identified Structure reveals that a helical registry shift creates a new polar network
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Affiliation(s)
- James A J Arpino
- School of Biosciences, Main Building, Park Place, Cardiff University, Cardiff CF10 3AT, UK
| | - Samuel C Reddington
- School of Biosciences, Main Building, Park Place, Cardiff University, Cardiff CF10 3AT, UK
| | - Lisa M Halliwell
- School of Biosciences, Main Building, Park Place, Cardiff University, Cardiff CF10 3AT, UK
| | - Pierre J Rizkallah
- School of Medicine, Cardiff University, WHRI, Main Building, Heath Park, Cardiff CF14 4XN, UK
| | - D Dafydd Jones
- School of Biosciences, Main Building, Park Place, Cardiff University, Cardiff CF10 3AT, UK.
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36
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Zimmer MH, Li B, Shahid RS, Peshkepija P, Zimmer M. Structural Consequences of Chromophore Formation and Exploration of Conserved Lid Residues amongst Naturally Occurring Fluorescent Proteins. Chem Phys 2014; 429:5-11. [PMID: 24465077 PMCID: PMC3899699 DOI: 10.1016/j.chemphys.2013.11.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Computational methods were used to generate the lowest energy conformations of the immature precyclized forms of the 28 naturally occurring GFP-like proteins deposited in the pdb. In all 28 GFP-like proteins, the beta-barrel contracts upon chromophore formation and becomes more rigid. Our prior analysis of over 260 distinct naturally occurring GFP-like proteins revealed that most of the conserved residues are located in the top and bottom of the barrel in the turns between the β-sheets.(1) Structural analyses, molecular dynamics simulations and the Anisotropic Network Model were used to explore the role of these conserved lid residues as possible folding nuclei. Our results are internally consistent and show that the conserved residues in the top and bottom lids undergo relatively less translational movement than other lid residues, and a number of these residues may play an important role as hinges or folding nuclei in the fluorescent proteins.
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Affiliation(s)
- Matthew H. Zimmer
- Chemistry Department, Connecticut College, New London, CT06320, USA
- Department of Chemistry, University of Oxford, Oxford OX1 3QZ, United Kingdom
| | - Binsen Li
- Chemistry Department, Connecticut College, New London, CT06320, USA
| | - Ramza S. Shahid
- Chemistry Department, Connecticut College, New London, CT06320, USA
| | - Paola Peshkepija
- Chemistry Department, Connecticut College, New London, CT06320, USA
| | - Marc Zimmer
- Chemistry Department, Connecticut College, New London, CT06320, USA
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37
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Sander IM, Chaney JL, Clark PL. Expanding Anfinsen's principle: contributions of synonymous codon selection to rational protein design. J Am Chem Soc 2014; 136:858-61. [PMID: 24392935 PMCID: PMC3959793 DOI: 10.1021/ja411302m] [Citation(s) in RCA: 96] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
![]()
Anfinsen’s principle asserts
that all information required
to specify the structure of a protein is encoded in its amino acid
sequence. However, during protein synthesis by the ribosome, the N-terminus
of the nascent chain can begin to fold before the C-terminus is available.
We tested whether this cotranslational folding can alter the folded
structure of an encoded protein in vivo, versus the structure formed
when refolded in vitro. We designed a fluorescent protein consisting
of three half-domains, where the N- and C-terminal half-domains compete
with each other to interact with the central half-domain. The outcome
of this competition determines the fluorescence properties of the
resulting folded structure. Upon refolding after chemical denaturation,
this protein produced equimolar amounts of the N- and C-terminal folded
structures, respectively. In contrast, translation in Escherichia coli resulted in a 2-fold enhancement
in the formation of the N-terminal folded structure. Rare synonymous
codon substitutions at the 5′ end of the C-terminal half-domain
further increased selection for the N-terminal folded structure. These
results demonstrate that the rate at which a nascent protein emerges
from the ribosome can specify the folded structure of a protein.
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Affiliation(s)
- Ian M Sander
- Department of Chemistry & Biochemistry, University of Notre Dame , Notre Dame, Indiana 46556, United States
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38
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Campanini B, Pioselli B, Raboni S, Felici P, Giordano I, D'Alfonso L, Collini M, Chirico G, Bettati S. Role of histidine 148 in stability and dynamics of a highly fluorescent GFP variant. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2013; 1834:770-9. [PMID: 23357652 DOI: 10.1016/j.bbapap.2013.01.014] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2012] [Revised: 01/11/2013] [Accepted: 01/15/2013] [Indexed: 10/27/2022]
Abstract
The armory of GFP mutants available to biochemists and molecular biologists is huge. Design and selection of mutants are usually driven by tailored spectroscopic properties, but some key aspects of stability, folding and dynamics of selected GFP variants still need to be elucidated. We have prepared, expressed and characterized three H148 mutants of the highly fluorescent variant GFPmut2. H148 is known to be involved in the H-bonding network surrounding the chromophore, and all the three mutants, H148G, H148R and H148K, show increased pKa values of the chromophore. Only H148G GFPmut2 (Mut2G) gave good expression and purification yields, indicating that position 148 is critical for efficient folding in vivo. The chemical denaturation of Mut2G was monitored by fluorescence emission, absorbance and far-UV circular dichroism spectroscopy. The mutation has little effect on the spectroscopic properties of the protein and on its stability in solution. However, the unfolding kinetics of the protein encapsulated in wet nanoporous silica gels, a system that allows to stabilize conformations that are poorly or only transiently populated in solution, indicate that the unfolding pathway of Mut2G is markedly different from the parent molecule. In particular, encapsulation allowed to identify an unfolding intermediate that retains a native-like secondary structure despite a destructured chromophore environment. Thus, H148 is a critical residue not only for the chromophoric and photodynamic properties, but also for the correct folding of GFP, and its substitution has great impact on expression yields and stability of the mature protein.
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Affiliation(s)
- Barbara Campanini
- Dipartimento di Farmacia, Università degli Studi di Parma, Parma, Italy.
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39
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Gangadhara BN, Laine JM, Kathuria SV, Massi F, Matthews CR. Clusters of branched aliphatic side chains serve as cores of stability in the native state of the HisF TIM barrel protein. J Mol Biol 2013; 425:1065-81. [PMID: 23333740 DOI: 10.1016/j.jmb.2013.01.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2012] [Revised: 01/01/2013] [Accepted: 01/03/2013] [Indexed: 01/31/2023]
Abstract
Imidazole-3-glycerol phosphate synthase is a heterodimeric allosteric enzyme that catalyzes consecutive reactions in imidazole biosynthesis through its HisF and HisH subunits. The unusually slow unfolding reaction of the isolated HisF TIM barrel domain from the thermophilic bacteria, Thermotoga maritima, enabled an NMR-based site-specific analysis of the main-chain hydrogen bonds that stabilize its native conformation. Very strong protection against exchange with solvent deuterium in the native state was found in a subset of buried positions in α-helices and pervasively in the underlying β-strands associated with a pair of large clusters of isoleucine, leucine and valine (ILV) side chains located in the α7(βα)8(βα)1-2 and α2(βα)3-6β7 segments of the (βα)8 barrel. The most densely packed region of the large cluster, α3(βα)4-6β7, correlates closely with the core of stability previously observed in computational, protein engineering and NMR dynamics studies, demonstrating a key role for this cluster in determining the thermodynamic and structural properties of the native state of HisF. When considered with the results of previous studies where ILV clusters were found to stabilize the hydrogen-bonded networks in folding intermediates for other TIM barrel proteins, it appears that clusters of branched aliphatic side chains can serve as cores of stability across the entire folding reaction coordinate of one of the most common motifs in biology.
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Affiliation(s)
- Basavanapura N Gangadhara
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, 364 Plantation Street, Worcester, MA 01605, USA
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40
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Andrews BT, Capraro DT, Sulkowska JI, Onuchic JN, Jennings PA. Hysteresis as a Marker for Complex, Overlapping Landscapes in Proteins. J Phys Chem Lett 2013; 4:180-188. [PMID: 23525263 PMCID: PMC3601837 DOI: 10.1021/jz301893w] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Topologically complex proteins fold by multiple routes as a result of hard-to-fold regions of the proteins. Oftentimes these regions are introduced into the protein scaffold for function and increase frustration in the otherwise smooth-funneled landscape. Interestingly, while functional regions add complexity to folding landscapes, they may also contribute to a unique behavior referred to as hysteresis. While hysteresis is predicted to be rare, it is observed in various proteins, including proteins containing a unique peptide cyclization to form a fluorescent chromophore as well as proteins containing a knotted topology in their native fold. Here, hysteresis is demonstrated to be a consequence of the decoupling of unfolding events from the isomerization or hula-twist of a chromophore in one protein and the untying of the knot in a second protein system. The question now is- can hysteresis be a marker for the interplay of landscapes where complex folding and functional regions overlap?
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Affiliation(s)
| | - Dominique T. Capraro
- Department of Chemistry and Biochemistry, University of California, San Diego, San Diego, CA
| | | | - José N. Onuchic
- Center for Theoretical Biological Physics, Rice University, 6100 Main Street, Houston TX 77005
| | - Patricia A. Jennings
- Department of Chemistry and Biochemistry, University of California, San Diego, San Diego, CA
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Stepanenko OV, Stepanenko OV, Kuznetsova IM, Verkhusha VV, Turoverov KK. Beta-barrel scaffold of fluorescent proteins: folding, stability and role in chromophore formation. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2013; 302:221-78. [PMID: 23351712 DOI: 10.1016/b978-0-12-407699-0.00004-2] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
This review focuses on the current view of the interaction between the β-barrel scaffold of fluorescent proteins and their unique chromophore located in the internal helix. The chromophore originates from the polypeptide chain and its properties are influenced by the surrounding protein matrix of the β-barrel. On the other hand, it appears that a chromophore tightens the β-barrel scaffold and plays a crucial role in its stability. Furthermore, the presence of a mature chromophore causes hysteresis of protein unfolding and refolding. We survey studies measuring protein unfolding and refolding using traditional methods as well as new approaches, such as mechanical unfolding and reassembly of truncated fluorescent proteins. We also analyze models of fluorescent protein unfolding and refolding obtained through different approaches, and compare the results of protein folding in vitro to co-translational folding of a newly synthesized polypeptide chain.
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Affiliation(s)
- Olesya V Stepanenko
- Institute of Cytology of Russian Academy of Sciences, St. Petersburg, Russia
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42
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Distinct effects of guanidine thiocyanate on the structure of superfolder GFP. PLoS One 2012; 7:e48809. [PMID: 23144981 PMCID: PMC3492234 DOI: 10.1371/journal.pone.0048809] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2012] [Accepted: 10/05/2012] [Indexed: 11/22/2022] Open
Abstract
Having a high folding efficiency and a low tendency to aggregate, the superfolder GFP (sfGFP) offers a unique opportunity to study the folding of proteins that have a β-barrel topology. Here, we studied the unfolding–refolding of sfGFP that was induced by guanidine thiocyanate (GTC), which is a stronger denaturing agent than GdnHCl or urea. Structural perturbations of sfGFP were studied by spectroscopic methods (absorbance, fluorescence, and circular dichroism), by acrylamide quenching of tryptophan and green chromophore fluorescence, and by size-exclusion chromatography. Low concentrations of GTC (up to 0.1 M) induce subtle changes in the sfGFP structure. The pronounced changes in the visible absorption spectrum of sfGFP which are accompanied by a dramatic decrease in tryptophan and green chromophore fluorescence was recorded in the range 0–0.7 M GNC. These alterations of sfGFP characteristics that erroneously can be mixed up with appearance of intermediate state in fact have pure spectroscopic but not structural nature. Higher concentrations of GTC (from 0.7 to 1.7 M), induce a disruption of the sfGFP structure, that is manifested in simultaneous changes of all of the detected parameters. Full recovery of native properties of denaturated sfGFP was observed after denaturant removal. The refolding of sfGFP passes through the accumulation of the off-pathway intermediate state, in which inner alpha-helix and hence green chromophore and Trp57 are still not tuned up to (properly integrated into) the already formed β-barrel scaffold of protein. Incorporation of the chromophore in the β-barrel in the pathway of refolding and restoration of its ability to fluoresce occur in a narrow range of GTC concentrations from 1.0 to 0.7 M, and a correct insertion of Trp 57 occurs at concentrations ranging from 0.7 to 0 M GTC. These two processes determine the hysteresis of protein unfolding and refolding.
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43
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Feng Y, Zhang M, Zhang L, Zhang T, Ding J, Zhuang Y, Wang X, Yang Z. An automatic refolding apparatus for preparative-scale protein production. PLoS One 2012; 7:e45891. [PMID: 23029296 PMCID: PMC3459974 DOI: 10.1371/journal.pone.0045891] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2012] [Accepted: 08/27/2012] [Indexed: 11/18/2022] Open
Abstract
Protein refolding is an important process to recover active recombinant proteins from inclusion bodies. Refolding by simple dilution, dialysis and on-column refolding methods are the most common techniques reported in the literature. However, the refolding process is time-consuming and laborious due to the variability of the behavior of each protein and requires a great deal of trial-and-error to achieve success. Hence, there is a need for automation to make the whole process as convenient as possible. In this study, we invented an automatic apparatus that integrated three refolding techniques: varying dilution, dialysis and on-column refolding. We demonstrated the effectiveness of this technology by varying the flow rates of the dilution buffer into the denatured protein and testing different refolding methods. We carried out different refolding methods on this apparatus: a combination of dilution and dialysis for human stromal cell-derived factor 1 (SDF-1/CXCL12) and thioredoxin fused-human artemin protein (Trx-ARTN); dilution refolding for thioredoxin fused-human insulin-like growth factor I protein (Trx-IGF1) and enhanced fluorescent protein (EGFP); and on-column refolding for bovine serum albumin (BSA). The protein refolding processes of these five proteins were preliminarily optimized using the slowly descending denaturants (or additives) method. Using this strategy of decreasing denaturants concentration, the efficiency of protein refolding was found to produce higher quantities of native protein. The standard refolding apparatus configuration can support different operations for different applications; it is not limited to simple dilution, dialysis and on-column refolding techniques. Refolding by slowly decreasing denaturants concentration, followed by concentration or purification on-column, may be a useful strategy for rapid and efficient recovery of active proteins from inclusion bodies. An automatic refolding apparatus employing this flexible strategy may provide a powerful tool for preparative scale protein production.
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Affiliation(s)
- Yanye Feng
- State Key Laboratory of Bioreactor Engineering, School of Biotechnology, East China University of Science and Technology, Shanghai, China
- State Key Laboratory of Genetic Engineering, Department of Microbiology, School of Life Sciences, Fudan University, Shanghai, China
| | - Ming Zhang
- State Key Laboratory of Bioreactor Engineering, School of Biotechnology, East China University of Science and Technology, Shanghai, China
| | - Linlin Zhang
- State Key Laboratory of Genetic Engineering, Department of Microbiology, School of Life Sciences, Fudan University, Shanghai, China
| | - Ting Zhang
- State Key Laboratory of Bioreactor Engineering, School of Biotechnology, East China University of Science and Technology, Shanghai, China
| | - Jianfeng Ding
- Department of R&D, Novoprotein Scientific Inc, Shanghai, China
| | - Yingping Zhuang
- State Key Laboratory of Bioreactor Engineering, School of Biotechnology, East China University of Science and Technology, Shanghai, China
| | - Xiaoning Wang
- State Key Laboratory of Bioreactor Engineering, School of Biotechnology, East China University of Science and Technology, Shanghai, China
| | - Zhong Yang
- State Key Laboratory of Genetic Engineering, Department of Microbiology, School of Life Sciences, Fudan University, Shanghai, China
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44
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Abstract
We use molecular simulations using a coarse-grained model to map the folding landscape of Green Fluorescent Protein (GFP), which is extensively used as a marker in cell biology and biotechnology. Thermal and Guanidinium chloride (GdmCl) induced unfolding of a variant of GFP, without the chromophore, occurs in an apparent two-state manner. The calculated midpoint of the equilibrium folding in GdmCl, taken into account using the Molecular Transfer Model (MTM), is in excellent agreement with the experiments. The melting temperatures decrease linearly as the concentrations of GdmCl and urea are increased. The structural features of rarely populated equilibrium intermediates, visible only in free energy profiles projected along a few order parameters, are remarkably similar to those identified in a number of ensemble experiments in GFP with the chromophore. The excellent agreement between simulations and experiments show that the equilibrium intermediates are stabilized by the chromophore. Folding kinetics, upon temperature quench, show that GFP first collapses and populates an ensemble of compact structures. Despite the seeming simplicity of the equilibrium folding, flux to the native state flows through multiple channels and can be described by the kinetic partitioning mechanism. Detailed analysis of the folding trajectories show that both equilibrium and several kinetic intermediates, including misfolded structures, are sampled during folding. Interestingly, the intermediates characterized in the simulations coincide with those identified in single molecule pulling experiments. Our predictions, amenable to experimental tests, show that MTM is a practical way to simulate the effect of denaturants on the folding of large proteins.
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45
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NIR-light triggered delivery of macromolecules into the cytosol. J Control Release 2012; 159:120-7. [DOI: 10.1016/j.jconrel.2011.12.013] [Citation(s) in RCA: 89] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2011] [Revised: 12/14/2011] [Accepted: 12/17/2011] [Indexed: 12/21/2022]
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46
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Shammas SL, Waudby CA, Wang S, Buell AK, Knowles TPJ, Ecroyd H, Welland ME, Carver JA, Dobson CM, Meehan S. Binding of the molecular chaperone αB-crystallin to Aβ amyloid fibrils inhibits fibril elongation. Biophys J 2012; 101:1681-9. [PMID: 21961594 DOI: 10.1016/j.bpj.2011.07.056] [Citation(s) in RCA: 138] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2010] [Revised: 07/20/2011] [Accepted: 07/25/2011] [Indexed: 11/24/2022] Open
Abstract
The molecular chaperone αB-crystallin is a small heat-shock protein that is upregulated in response to a multitude of stress stimuli, and is found colocalized with Aβ amyloid fibrils in the extracellular plaques that are characteristic of Alzheimer's disease. We investigated whether this archetypical small heat-shock protein has the ability to interact with Aβ fibrils in vitro. We find that αB-crystallin binds to wild-type Aβ(42) fibrils with micromolar affinity, and also binds to fibrils formed from the E22G Arctic mutation of Aβ(42). Immunoelectron microscopy confirms that binding occurs along the entire length and ends of the fibrils. Investigations into the effect of αB-crystallin on the seeded growth of Aβ fibrils, both in solution and on the surface of a quartz crystal microbalance biosensor, reveal that the binding of αB-crystallin to seed fibrils strongly inhibits their elongation. Because the lag phase in sigmoidal fibril assembly kinetics is dominated by elongation and fragmentation rates, the chaperone mechanism identified here represents a highly effective means to inhibit fibril proliferation. Together with previous observations of αB-crystallin interaction with α-synuclein and insulin fibrils, the results suggest that this mechanism is a generic means of providing molecular chaperone protection against amyloid fibril formation.
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Affiliation(s)
- Sarah L Shammas
- Department of Chemistry, University of Cambridge, Cambridge, United Kingdom.
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47
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Zheng ZY, Cheng CM, Fu XR, Chen LY, Xu L, Terrillon S, Wong ST, Bar-Sagi D, Songyang Z, Chang EC. CHMP6 and VPS4A mediate the recycling of Ras to the plasma membrane to promote growth factor signaling. Oncogene 2012; 31:4630-8. [PMID: 22231449 PMCID: PMC3326214 DOI: 10.1038/onc.2011.607] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
While Ras is well-known to function on the plasma membrane (PM) to mediate growth factor signaling, increasing evidence suggests that Ras has complex roles in the cytoplasm. To uncover these roles, we screened a cDNA library and isolated H-Ras-binding proteins that also influence Ras functions. Many isolated proteins regulate trafficking involving endosomes; CHMP6/VPS20 and VPS4A, which interact with ESCRT-III, were chosen for further study. We showed that the binding is direct and occurs in endosomes. Furthermore, the binding is most efficient when H-Ras has a functional effector-binding-loop and is GTP-bound and ubiquitylated. CHMP6 and VPS4A also bound N-Ras, but not K-Ras. Repressing CHMP6 and VPS4A blocked Ras-induced transformation, which correlated with inefficient Ras localization to the PM as measured by cell fractionation and photobleaching. Moreover, silencing CHMP6 and VPS4A also blocked EGFR recycling. These data suggest that Ras interacts with key ESCRT-III components to promote recycling of itself and EGFR back to the PM to create a positive feedback loop to enhance growth factor signaling.
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Affiliation(s)
- Z-Y Zheng
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030, USA
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48
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Abstract
Hsp90 is a highly abundant and ubiquitous molecular chaperone which plays an essential role in many cellular processes including cell cycle control, cell survival, hormone and other signalling pathways. It is important for the cell's response to stress and is a key player in maintaining cellular homeostasis. In the last ten years, it has become a major therapeutic target for cancer, and there has also been increasing interest in it as a therapeutic target in neurodegenerative disorders, and in the development of anti-virals and anti-protozoan infections. The focus of this review is the structural and mechanistic studies which have been performed in order to understand how this important chaperone acts on a wide variety of different proteins (its client proteins) and cellular processes. As with many of the other classes of molecular chaperone, Hsp90 has a critical ATPase activity, and ATP binding and hydrolysis known to modulate the conformational dynamics of the protein. It also uses a host of cochaperones which not only regulate the ATPase activity and conformational dynamics but which also mediate interactions with Hsp90 client proteins. The system is also regulated by post-translational modifications including phosphorylation and acetylation. This review discusses all these aspects of Hsp90 structure and function.
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49
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Kelkar DA, Khushoo A, Yang Z, Skach WR. Kinetic analysis of ribosome-bound fluorescent proteins reveals an early, stable, cotranslational folding intermediate. J Biol Chem 2011; 287:2568-78. [PMID: 22128180 DOI: 10.1074/jbc.m111.318766] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Protein folding in cells reflects a delicate interplay between biophysical properties of the nascent polypeptide, the vectorial nature and rate of translation, molecular crowding, and cellular biosynthetic machinery. To better understand how this complex environment affects de novo folding pathways as they occur in the cell, we expressed β-barrel fluorescent proteins derived from GFP and RFP in an in vitro system that allows direct analysis of cotranslational folding intermediates. Quantitative analysis of ribosome-bound eCFP and mCherry fusion proteins revealed that productive folding exhibits a sharp threshold as the length of polypeptide from the C terminus to the ribosome peptidyltransferase center is increased. Fluorescence spectroscopy, urea denaturation, and limited protease digestion confirmed that sequestration of only 10-15 C-terminal residues within the ribosome exit tunnel effectively prevents stable barrel formation, whereas folding occurs unimpeded when the C terminus is extended beyond the ribosome exit site. Nascent FPs with 10 of the 11 β-strands outside the ribosome exit tunnel acquire a non-native conformation that is remarkably stable in diverse environments. Upon ribosome release, these structural intermediates fold efficiently with kinetics that are unaffected by the cytosolic crowding or cellular chaperones. Our results indicate that during synthesis, fluorescent protein folding is initiated cotranslationally via rapid formation of a highly stable, on-pathway structural intermediate and that the rate-limiting step of folding involves autonomous incorporation of the 11th β-strand into the mature barrel structure.
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Affiliation(s)
- Devaki A Kelkar
- Department of Biochemistry and Molecular Biology, Oregon Health and Science University, Portland, Oregon 97239, USA
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50
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Huang YM, Nayak S, Bystroff C. Quantitative in vivo solubility and reconstitution of truncated circular permutants of green fluorescent protein. Protein Sci 2011; 20:1775-80. [PMID: 21910151 DOI: 10.1002/pro.735] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2011] [Accepted: 08/17/2011] [Indexed: 11/10/2022]
Abstract
Several versions of split green fluorescent protein (GFP) fold and reconstitute fluorescence, as do many circular permutants, but little is known about the dependence of reconstitution on circular permutation. Explored here is the capacity of GFP to fold and reconstitute fluorescence from various truncated circular permutants, herein called "leave-one-outs" using a quantitative in vivo solubility assay and in vivo reconstitution of fluorescence. Twelve leave-one-out permutants are discussed, one for each of the 12 secondary structure elements. The results expand the outlook for the use of permuted split GFPs as specific and self-reporting gene encoded affinity reagents.
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Affiliation(s)
- Yao-Ming Huang
- Department of Biology, Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, New York 12180, USA
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