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Winter DL, Wairara AR, Bennett JL, Donald WA, Glover DJ. Protein Interaction Kinetics Delimit the Performance of Phosphorylation-Driven Protein Switches. ACS Synth Biol 2024; 13:1781-1797. [PMID: 38830815 DOI: 10.1021/acssynbio.4c00101] [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: 06/05/2024]
Abstract
Post-translational modifications (PTMs) such as phosphorylation and dephosphorylation can rapidly alter protein surface chemistry and structural conformation, which can switch protein-protein interactions (PPIs) within signaling networks. Recently, de novo-designed phosphorylation-responsive protein switches have been created that harness kinase- and phosphatase-mediated phosphorylation to modulate PPIs. PTM-driven protein switches are promising tools for investigating PTM dynamics in living cells, developing biocompatible nanodevices, and engineering signaling pathways to program cell behavior. However, little is known about the physical and kinetic constraints of PTM-driven protein switches, which limits their practical application. In this study, we present a framework to evaluate two-component PTM-driven protein switches based on four performance metrics: effective concentration, dynamic range, response time, and reversibility. Our computational models reveal an intricate relationship between the binding kinetics, phosphorylation kinetics, and switch concentration that governs the sensitivity and reversibility of PTM-driven protein switches. Building upon the insights of the interaction modeling, we built and evaluated novel phosphorylation-driven protein switches consisting of phosphorylation-sensitive coiled coils as sensor domains fused to fluorescent proteins as actuator domains. By modulating the phosphorylation state of the switches with a specific protein kinase and phosphatase, we demonstrate fast, reversible transitions between "on" and "off" states. The response of the switches linearly correlated to the kinase concentration, demonstrating its potential as a biosensor for kinase measurements in real time. As intended, the switches responded to specific kinase activity with an increase in the fluorescence signal and our model could be used to distinguish between two mechanisms of switch activation: dimerization or a structural rearrangement. The protein switch kinetics model developed here should enable PTM-driven switches to be designed with ideal performance for specific applications.
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Affiliation(s)
- Daniel L Winter
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, NSW 2052, Australia
- Synthetic Biology Future Science Platform, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Canberra, ACT 2601, Australia
| | - Adelgisa R Wairara
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, NSW 2052, Australia
| | - Jack L Bennett
- School of Chemistry, University of New South Wales, Sydney, NSW 2052, Australia
| | - William A Donald
- School of Chemistry, University of New South Wales, Sydney, NSW 2052, Australia
| | - Dominic J Glover
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, NSW 2052, Australia
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2
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Solomon O, Alshanski I, Shitrit A, Chen YJ, Friedler A, Yitzchaik S. Using a Single Peptide to Electrochemically Sense Multiple Kinases. Biochemistry 2023; 62:351-357. [PMID: 36239671 DOI: 10.1021/acs.biochem.2c00411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Kinases are responsible for regulating cellular and physiological processes, and abnormal kinase activity is associated with various diseases. Therefore, kinases are being used as biomarkers for disease and developing methods for their sensing is highly important. Usually more than one kinase is involved in phosphorylating a target protein. However, kinase detection methods usually detect the activity of only one specific kinase. Here we describe an electrochemical kinase sensing tool for the selective detection of two kinases using the same target peptide. We demonstrate the sensing of kinases ERK2 and PKCδ. This is based on a single sensing element, a peptide that contains two distinct phosphorylation sites of these two kinases. Reversibility experiments with alkaline phosphatase and reaction with the electrochemically active ferrocene-labeled ATP showed that the mechanism of sensing is by detecting the enzymatic phosphorylation. Our approach can be further utilized to develop devices for the detection of multiple kinases and can be expanded to other types of enzymes involved in disease.
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Affiliation(s)
- Ohad Solomon
- Institute of Chemistry and Center for Nanoscience and Nanotechnology, The Hebrew University of Jerusalem, Safra Campus, Givat Ram, Jerusalem 91904, Israel
| | - Israel Alshanski
- Institute of Chemistry and Center for Nanoscience and Nanotechnology, The Hebrew University of Jerusalem, Safra Campus, Givat Ram, Jerusalem 91904, Israel
| | - Ariel Shitrit
- Institute of Chemistry and Center for Nanoscience and Nanotechnology, The Hebrew University of Jerusalem, Safra Campus, Givat Ram, Jerusalem 91904, Israel
| | - Yu-Ju Chen
- Institute of Chemistry, Academia Sinica, No. 128, Section 2, Academia Road, Taipei 115, Taiwan
| | - Assaf Friedler
- Institute of Chemistry and Center for Nanoscience and Nanotechnology, The Hebrew University of Jerusalem, Safra Campus, Givat Ram, Jerusalem 91904, Israel
| | - Shlomo Yitzchaik
- Institute of Chemistry and Center for Nanoscience and Nanotechnology, The Hebrew University of Jerusalem, Safra Campus, Givat Ram, Jerusalem 91904, Israel
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3
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Cartwright TN, Meyer SK, Higgins JMG. Robustness of NanoBiT luciferase complementation technology in the presence of widely used kinase inhibitors. SLAS DISCOVERY : ADVANCING LIFE SCIENCES R & D 2022; 27:471-475. [PMID: 36162794 DOI: 10.1016/j.slasd.2022.09.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 09/08/2022] [Accepted: 09/21/2022] [Indexed: 12/15/2022]
Abstract
Bioluminescence assays using luciferase enzymes are widely used in research to monitor gene expression and an array of other cell properties, and split luciferase enzymes can be used to measure protein interactions in biochemical assays and in living cells. When these methods are employed in chemical library screening efforts, it is vital that the activity of the luciferase enzyme itself is not strongly influenced by library components. Here, we developed a NanoBiT split luciferase assay to measure phosphorylation of Histone H3 peptides and used it to test the robustness of split luciferase to interference from two libraries of commonly used kinase inhibitors, including the Kinase Chemogenomic Set (KCGS). We found that NanoBiT luciferase is not significantly affected by the great majority of kinase inhibitors tested. However, the weak inhibition observed for a small minority of kinase inhibitors encourages the inclusion of suitable controls in NanoBiT (or NanoLuc) assays.
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Affiliation(s)
- Tyrell N Cartwright
- Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH, United Kingdom
| | - Stephanie K Meyer
- Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH, United Kingdom
| | - Jonathan M G Higgins
- Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH, United Kingdom.
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4
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Ravalin M, Roh H, Suryawanshi R, Renuka Kumar G, Pak J, Ott M, Ting AY. A Single-Component Luminescent Biosensor for the SARS-CoV-2 Spike Protein. J Am Chem Soc 2022; 144:13663-13672. [PMID: 35876794 PMCID: PMC10580660 DOI: 10.1021/jacs.2c04192] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Many existing protein detection strategies depend on highly functionalized antibody reagents. A simpler and easier to produce class of detection reagent is highly desirable. We designed a single-component, recombinant, luminescent biosensor that can be expressed in laboratory strains of Escherichia coli and Saccharomyces cerevisiae. This biosensor is deployed in multiple homogeneous and immobilized assay formats to detect recombinant SARS-CoV-2 spike antigen and cultured virus. The chemiluminescent signal generated facilitates detection by an unaugmented cell phone camera. Binding-activated tandem split-enzyme (BAT) biosensors may serve as a useful template for diagnostics and reagents that detect SARS-CoV-2 antigens and other proteins of interest.
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Affiliation(s)
- Matthew Ravalin
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
| | - Heegwang Roh
- Department of Chemistry, Stanford University, Stanford, CA 94305, USA
| | | | | | - John Pak
- Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
| | - Melanie Ott
- Gladstone Institutes, San Francisco, CA 94158, USA
| | - Alice Y. Ting
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
- Department of Chemistry, Stanford University, Stanford, CA 94305, USA
- Department of Biology, Stanford University, Stanford, CA 94305, USA
- Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
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5
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Hazegh Nikroo A, Lemmens LJM, Wezeman T, Ottmann C, Merkx M, Brunsveld L. Switchable Control of Scaffold Protein Activity via Engineered Phosphoregulated Autoinhibition. ACS Synth Biol 2022; 11:2464-2472. [PMID: 35765959 PMCID: PMC9295147 DOI: 10.1021/acssynbio.2c00122] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Scaffold proteins operate as organizing hubs to enable high-fidelity signaling, fulfilling crucial roles in the regulation of cellular processes. Bottom-up construction of controllable scaffolding platforms is attractive for the implementation of regulatory processes in synthetic biology. Here, we present a modular and switchable synthetic scaffolding system, integrating scaffold-mediated signaling with switchable kinase/phosphatase input control. Phosphorylation-responsive inhibitory peptide motifs were fused to 14-3-3 proteins to generate dimeric protein scaffolds with appended regulatory peptide motifs. The availability of the scaffold for intermolecular partner protein binding could be lowered up to 35-fold upon phosphorylation of the autoinhibition motifs, as demonstrated using three different kinases. In addition, a hetero-bivalent autoinhibitory platform design allowed for dual-kinase input regulation of scaffold activity. Reversibility of the regulatory platform was illustrated through phosphatase-controlled abrogation of autoinhibition, resulting in full recovery of 14-3-3 scaffold activity.
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Affiliation(s)
- Arjan Hazegh Nikroo
- Laboratory of Chemical Biology,
Department of Biomedical Engineering and Institute for Complex Molecular
Systems, Technische Universiteit Eindhoven, Den Dolech 2, Eindhoven, 5612AZ Arizona, The Netherlands
| | - Lenne J. M. Lemmens
- Laboratory of Chemical Biology,
Department of Biomedical Engineering and Institute for Complex Molecular
Systems, Technische Universiteit Eindhoven, Den Dolech 2, Eindhoven, 5612AZ Arizona, The Netherlands
| | - Tim Wezeman
- Laboratory of Chemical Biology,
Department of Biomedical Engineering and Institute for Complex Molecular
Systems, Technische Universiteit Eindhoven, Den Dolech 2, Eindhoven, 5612AZ Arizona, The Netherlands
| | - Christian Ottmann
- Laboratory of Chemical Biology,
Department of Biomedical Engineering and Institute for Complex Molecular
Systems, Technische Universiteit Eindhoven, Den Dolech 2, Eindhoven, 5612AZ Arizona, The Netherlands
| | - Maarten Merkx
- Laboratory of Chemical Biology,
Department of Biomedical Engineering and Institute for Complex Molecular
Systems, Technische Universiteit Eindhoven, Den Dolech 2, Eindhoven, 5612AZ Arizona, The Netherlands
| | - Luc Brunsveld
- Laboratory of Chemical Biology,
Department of Biomedical Engineering and Institute for Complex Molecular
Systems, Technische Universiteit Eindhoven, Den Dolech 2, Eindhoven, 5612AZ Arizona, The Netherlands
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6
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Ravalin M, Roh H, Suryawanshi R, Kumar GR, Pak J, Ott M, Ting AY. A single-component luminescent biosensor for the SARS-CoV-2 spike protein. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2022:2022.06.15.496006. [PMID: 35734091 PMCID: PMC9216720 DOI: 10.1101/2022.06.15.496006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Many existing protein detection strategies depend on highly functionalized antibody reagents. A simpler and easier to produce class of detection reagent is highly desirable. We designed a single-component, recombinant, luminescent biosensor that can be expressed in laboratory strains of E. coli and S. cerevisiae . This biosensor is deployed in multiple homogenous and immobilized assay formats to detect recombinant SARS-CoV-2 spike antigen and cultured virus. The chemiluminescent signal generated facilitates detection by an un-augmented cell phone camera. B inding A ctivated T andem split-enzyme (BAT) biosensors may serve as a useful template for diagnostics and reagents that detect SARS-CoV-2 antigens and other proteins of interest.
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Affiliation(s)
- Matthew Ravalin
- Department of Genetics, Stanford University, Stanford, CA, USA
| | - Heegwang Roh
- Department of Chemistry, Stanford University, Stanford, CA, USA
| | | | | | - John Pak
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Melanie Ott
- Gladstone Institutes, San Francisco, CA, USA
| | - Alice Y Ting
- Department of Biology, Department of Genetics, Department of Chemistry, Stanford University, Stanford, CA, USA
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7
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Sekhon H, Loh SN. Engineering protein activity into off-the-shelf DNA devices. CELL REPORTS METHODS 2022; 2:100202. [PMID: 35497497 PMCID: PMC9046454 DOI: 10.1016/j.crmeth.2022.100202] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 02/24/2022] [Accepted: 03/28/2022] [Indexed: 10/25/2022]
Abstract
DNA-based devices are straightforward to design by virtue of their predictable folding, but they lack complex biological activity such as catalysis. Conversely, protein-based devices offer a myriad of functions but are much more difficult to design due to their complex folding. This study combines DNA and protein engineering to generate an enzyme that is activated by a DNA sequence of choice. A single protein switch, engineered from nanoluciferase using the alternate-frame-folding mechanism and herein called nLuc-AFF, is paired with different DNA technologies to create a biosensor for specific nucleic acid sequences, sensors for serotonin and ATP, and a two-input logic gate. nLuc-AFF is a genetically encoded, ratiometric, blue/green-luminescent biosensor whose output can be quantified by a phone camera. nLuc-AFF retains ratiometric readout in 100% serum, making it suitable for analyzing crude samples in low-resource settings. This approach can be applied to other proteins and enzymes to convert them into DNA-activated switches.
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Affiliation(s)
- Harsimranjit Sekhon
- Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Stewart N. Loh
- Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, NY 13210, USA
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8
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Engineering with NanoLuc: a playground for the development of bioluminescent protein switches and sensors. Biochem Soc Trans 2021; 48:2643-2655. [PMID: 33242085 DOI: 10.1042/bst20200440] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 10/21/2020] [Accepted: 10/26/2020] [Indexed: 12/11/2022]
Abstract
The small engineered luciferase NanoLuc has rapidly become a powerful tool in the fields of biochemistry, chemical biology, and cell biology due to its exceptional brightness and stability. The continuously expanding NanoLuc toolbox has been employed in applications ranging from biosensors to molecular and cellular imaging, and currently includes split complementation variants, engineering techniques for spectral tuning, and bioluminescence resonance energy transfer-based concepts. In this review, we provide an overview of state-of-the-art NanoLuc-based sensors and switches with a focus on the underlying protein engineering approaches. We discuss the advantages and disadvantages of various strategies with respect to sensor sensitivity, modularity, and dynamic range of the sensor and provide a perspective on future strategies and applications.
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9
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Lemmens LM, Ottmann C, Brunsveld L. Conjugated Protein Domains as Engineered Scaffold Proteins. Bioconjug Chem 2020; 31:1596-1603. [PMID: 32374984 PMCID: PMC7303964 DOI: 10.1021/acs.bioconjchem.0c00183] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 05/05/2020] [Indexed: 01/12/2023]
Abstract
Assembly of proteins into higher-order complexes generates specificity and selectivity in cellular signaling. Signaling complex formation is facilitated by scaffold proteins that use modular scaffolding domains, which recruit specific pathway enzymes. Multimerization and recombination of these conjugated native domains allows the generation of libraries of engineered multidomain scaffold proteins. Analysis of these engineered proteins has provided molecular insight into the regulatory mechanism of the native scaffold proteins and the applicability of these synthetic variants. This topical review highlights the use of engineered, conjugated multidomain scaffold proteins on different length scales in the context of synthetic signaling pathways, metabolic engineering, liquid-liquid phase separation, and hydrogel formation.
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Affiliation(s)
- Lenne
J. M. Lemmens
- Laboratory of Chemical Biology, Department
of Biomedical Engineering, and Institute for Complex Molecular Systems, Eindhoven University of Technology, P.O. Box 513, 5600 MB Eindhoven, The Netherlands
| | - Christian Ottmann
- Laboratory of Chemical Biology, Department
of Biomedical Engineering, and Institute for Complex Molecular Systems, Eindhoven University of Technology, P.O. Box 513, 5600 MB Eindhoven, The Netherlands
| | - Luc Brunsveld
- Laboratory of Chemical Biology, Department
of Biomedical Engineering, and Institute for Complex Molecular Systems, Eindhoven University of Technology, P.O. Box 513, 5600 MB Eindhoven, The Netherlands
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