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Jadhav P, Roy S, Butzin XY, Butzin NC. Engineering a New SsrA-Based Degradation Tag (LAA-LAA) and a Bacterial Synthetic Oscillator. ACS Synth Biol 2025; 14:1062-1071. [PMID: 40106229 PMCID: PMC12013620 DOI: 10.1021/acssynbio.4c00612] [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: 09/04/2024] [Revised: 03/06/2025] [Accepted: 03/10/2025] [Indexed: 03/22/2025]
Abstract
The ATP-dependent ClpXP-SspB protease complex is responsible for the degradation of intracellular proteins and is maintained at low levels in Escherichia coli to avoid nonspecific degradation. The rate-limiting step in the protease complex leads to proteolytic queueing, where the proteins form waiting lines, and their overall degradation rate is slowed. Synthetic biologists have leveraged proteolytic queueing to design robust synthetic circuits by tagging proteins with the SsrA tag, an 11-amino acid sequence recognized by the complex. Previous work has demonstrated the binding site of each component of the ClpXP-SspB complex to the SsrA tag. However, the precise component responsible for queueing was unknown. To identify the bottleneck in the complex, we designed different SsrA tag variants depending on the chaperone binding sequences. We further overexpressed each protein in the ClpXP-SspB complex in vivo to determine how an increased amount of each component affects the tagged protein levels. Based on the degradation of the SsrA variants, upon overexpression of each component of the ClpXP-SspB system, evidence supports that ClpX (the ATP-dependent chaperone) is responsible for queueing but not ClpP (the protease) or SspB (the adapter, ATP-independent chaperone). In the process, we identified LAA-LAA, a 6-amino acid ClpX-dependent tag that degraded in vivo faster than the original SsrA tag, AANDENYALAA. We speculated that this high degradation tag could be useful in a dynamic-synthetic circuit, so we modified the well-characterized dual-feedback oscillator by replacing its original SsrA tag with the LAA-LAA tag to form the LAA-LAA-Osc oscillator. Both population and single-cell level experiments show that the new and old oscillators have distinct frequencies. Like the original oscillator, thousands of cells containing the new oscillator could be synchronized by entrainment using an external signal. Thus, the new LAA-LAA-Osc oscillator retains the original oscillator's best characteristics (robustness to fluctuations, a steady oscillation period, and entrainment across 1000s of cells to an external signal) but oscillates at a different frequency.
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Affiliation(s)
| | | | - Xuan Yi Butzin
- Department of Biology and
Microbiology, South Dakota State University, Brookings, South Dakota 57007, United States
| | - Nicholas C. Butzin
- Department of Biology and
Microbiology, South Dakota State University, Brookings, South Dakota 57007, United States
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Kong C, Yang Y, Qi T, Zhang S. Predictive genetic circuit design for phenotype reprogramming in plants. Nat Commun 2025; 16:715. [PMID: 39820378 PMCID: PMC11739397 DOI: 10.1038/s41467-025-56042-2] [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: 08/21/2024] [Accepted: 01/07/2025] [Indexed: 01/19/2025] Open
Abstract
Plants, with intricate molecular networks for environmental adaptation, offer groundbreaking potential for reprogramming with predictive genetic circuits. However, realizing this goal is challenging due to the long cultivation cycle of plants, as well as the lack of reproducible, quantitative methods and well-characterized genetic parts. Here, we establish a rapid (~10 days), quantitative, and predictive framework in plants. A group of orthogonal sensors, modular synthetic promoters, and NOT gates are constructed and quantitatively characterized. A predictive model is developed to predict the designed circuits' behavior accurately. Our versatile and robust framework, validated by constructing 21 two-input circuits with high prediction accuracy (R2 = 0.81), enables multi-state phenotype control in both Arabidopsis thaliana and Nicotiana benthamiana in response to chemical inducers. Our study achieves predictable design and application of synthetic circuits in plants, offering valuable tools for the rapid engineering of plant traits in biotechnology and agriculture.
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Affiliation(s)
- Ci Kong
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
- Beijing Life Science Academy, Beijing, China
| | - Yin Yang
- School of Life Sciences, Tsinghua University, Beijing, China
| | - Tiancong Qi
- School of Life Sciences, Tsinghua University, Beijing, China
| | - Shuyi Zhang
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China.
- State Key Laboratory of Molecular Oncology, School of Pharmaceutical Sciences, Tsinghua University, Beijing, China.
- Center for Synthetic and Systems Biology, Tsinghua University, Beijing, China.
- Beijing Frontier Research Center for Biological Structure, Tsinghua University, Beijing, China.
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Gabrielli J, Di Blasi R, Kontoravdi C, Ceroni F. Degradation bottlenecks and resource competition in transiently and stably engineered mammalian cells. Nat Commun 2025; 16:328. [PMID: 39746977 PMCID: PMC11696530 DOI: 10.1038/s41467-024-55311-w] [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: 06/03/2024] [Accepted: 12/09/2024] [Indexed: 01/04/2025] Open
Abstract
Degradation tags, otherwise known as degrons, are portable sequences that can be used to alter protein stability. Here, we report that degron-tagged proteins compete for cellular degradation resources in engineered mammalian cells leading to coupling of the degradation rates of otherwise independently expressed proteins when constitutively targeted human degrons are adopted. We show the effect of this competition to be dependent on the context of the degrons. By considering different proteins, degron position and cellular hosts, we highlight how the impact of the degron on both degradation strength and resource coupling changes, with identification of orthogonal combinations. By adopting inducible bacterial and plant degrons we also highlight how controlled uncoupling of synthetic construct degradation from the native machinery can be achieved. We then build a genomically integrated capacity monitor tagged with different degrons and confirm resource competition between genomic and transiently expressed DNA constructs. This work expands the characterisation of resource competition in engineered mammalian cells to protein degradation also including integrated systems, providing a framework for the optimisation of heterologous expression systems to advance applications in fundamental and applied biological research.
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Affiliation(s)
- Jacopo Gabrielli
- Department of Chemical Engineering, Imperial College London, London, UK
- Imperial College Centre for Synthetic Biology, Imperial College London, London, UK
| | - Roberto Di Blasi
- Department of Chemical Engineering, Imperial College London, London, UK
- Imperial College Centre for Synthetic Biology, Imperial College London, London, UK
| | - Cleo Kontoravdi
- Department of Chemical Engineering, Imperial College London, London, UK
- Imperial College Centre for Synthetic Biology, Imperial College London, London, UK
| | - Francesca Ceroni
- Department of Chemical Engineering, Imperial College London, London, UK.
- Imperial College Centre for Synthetic Biology, Imperial College London, London, UK.
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Apriliana P, Kahar P, Kashiwagi N, Kondo A, Ogino C. Editing Streptomyces genome using target AID system fused with UGI-degradation tag. Eng Life Sci 2024; 24:e2400005. [PMID: 39113812 PMCID: PMC11300818 DOI: 10.1002/elsc.202400005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 04/17/2024] [Accepted: 05/15/2024] [Indexed: 08/10/2024] Open
Abstract
The utilization of Streptomyces as a microbial chassis for developing innovative drugs and medicinal compounds showcases its capability to produce bioactive natural substances. Recent focus on the clustered regularly interspaced short palindromic repeat (CRISPR) technology highlights its potential in genome editing. However, applying CRISPR technology in certain microbial strains, particularly Streptomyces, encounters specific challenges. These challenges include achieving efficient gene expression and maintaining genetic stability, which are critical for successful genome editing. To overcome these obstacles, an innovative approach has been developed that combines several key elements: activation-induced cytidine deaminase (AID), nuclease-deficient cas9 variants (dCas9), and Petromyzon marinus cytidine deaminase 1 (PmCDA1). In this study, this novel strategy was employed to engineer a Streptomyces coelicolor strain. The target gene was actVA-ORF4 (SCO5079), which is involved in actinorhodin production. The engineering process involved introducing a specific construct [pGM1190-dcas9-pmCDA-UGI-AAV-actVA-ORF4 (SCO5079)] to create a CrA10 mutant strain. The resulting CrA10 mutant strain did not produce actinorhodin. This outcome highlights the potential of this combined approach in the genetic manipulation of Streptomyces. The failure of the CrA10 mutant to produce actinorhodin conclusively demonstrates the success of gene editing at the targeted site, affirming the effectiveness of this method for precise genetic modifications in Streptomyces.
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Affiliation(s)
- Pamella Apriliana
- Department of Chemical Science and EngineeringGraduate School of EngineeringKobe UniversityKobeJapan
| | - Prihardi Kahar
- Department of Chemical Science and EngineeringGraduate School of EngineeringKobe UniversityKobeJapan
| | - Norimasa Kashiwagi
- Department of Chemical Science and EngineeringGraduate School of EngineeringKobe UniversityKobeJapan
| | - Akihiko Kondo
- Department of Chemical Science and EngineeringGraduate School of EngineeringKobe UniversityKobeJapan
- Department of Graduate School of ScienceTechnology, and InnovationKobe UniversityKobeJapan
| | - Chiaki Ogino
- Department of Chemical Science and EngineeringGraduate School of EngineeringKobe UniversityKobeJapan
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Pollack D, Nozoe T, Kussell E. Proteolytic stability and aggregation in a key metabolic enzyme of bacteria. Proc Natl Acad Sci U S A 2024; 121:e2301458121. [PMID: 38683989 PMCID: PMC11087809 DOI: 10.1073/pnas.2301458121] [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: 01/31/2023] [Accepted: 03/07/2024] [Indexed: 05/02/2024] Open
Abstract
Proteins that are kinetically stable are thought to be less prone to both aggregation and proteolysis. We demonstrate that the classical lac system of Escherichia coli can be leveraged as a model system to study this relation. β-galactosidase (LacZ) plays a critical role in lactose metabolism and is an extremely stable protein that can persist in growing cells for multiple generations after expression has stopped. By attaching degradation tags to the LacZ protein, we find that LacZ can be transiently degraded during lac operon expression but once expression has stopped functional LacZ is protected from degradation. We reversibly destabilize its tetrameric assembly using α-complementation, and show that unassembled LacZ monomers and dimers can either be degraded or lead to formation of aggregates within cells, while the tetrameric state protects against proteolysis and aggregation. We show that the presence of aggregates is associated with cell death, and that these proteotoxic stress phenotypes can be alleviated by attaching an ssrA tag to LacZ monomers which leads to their degradation. We unify our findings using a biophysical model that enables the interplay of protein assembly, degradation, and aggregation to be studied quantitatively in vivo. This work may yield approaches to reversing and preventing protein-misfolding disease states, while elucidating the functions of proteolytic stability in constant and fluctuating environments.
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Affiliation(s)
- Dan Pollack
- Department of Biology, Center for Genomics and Systems Biology, New York University, New York, NY10003
| | - Takashi Nozoe
- Department of Basic Science, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo153-8902, Japan
- Research Center for Complex Systems Biology, The University of Tokyo, Tokyo153-8902, Japan
- Universal Biology Institute, The University of Tokyo, Tokyo113-0033, Japan
| | - Edo Kussell
- Department of Biology, Center for Genomics and Systems Biology, New York University, New York, NY10003
- Department of Physics, New York University, New York, NY10003
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Beardslee PC, Schmitz KR. Toxin-based screening of C-terminal tags in Escherichia coli reveals the exceptional potency of ssrA-like degrons. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.29.576913. [PMID: 38352471 PMCID: PMC10862746 DOI: 10.1101/2024.01.29.576913] [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: 02/22/2024]
Abstract
All bacteria possess ATP-dependent proteases that destroy cytosolic proteins. These enzymes help cells mitigate proteotoxic stress, adapt to changing nutrient availability, regulate virulence phenotypes, and transition to pathogenic lifestyles. Moreover, ATP-dependent proteases have emerged as promising antibacterial and antivirulence targets in a variety of pathogens. The physiological roles of these proteases are largely defined by the complement of proteins that they degrade. Substrates are typically recognized in a highly selective manner, often via short unstructured sequences termed degrons. While a few degrons have been identified and rigorously characterized, we lack a systematic understanding of how proteases select valid degrons from the vast complexity of protein sequence space. Here, we describe a novel high-throughput screening approach in Escherichia coli that couples proteolysis of a protein toxin to cell survival. We used this method to screen a combinatorial library of C-terminal pentapeptide sequences for functionality as proteolytic degrons in wild type E. coli, and in strains lacking components of the ClpXP and ClpAP proteases. By examining the competitive enrichment of sequences over time, we found that about one percent of pentapeptide tags lead to toxin proteolysis. Interestingly, the most enriched degrons were ClpXP-dependent and highly similar to the ssrA tag, one of the most extensively characterized degrons in bacteria. Among ssrA-like sequences, we observed that specific upstream residues correlate with successful recognition. The lack of diversity among strongly enriched sequences suggests that ssrA-like tags comprise a uniquely potent class of short C-terminal degron in E. coli. Efficient proteolysis of substrates lacking such degrons likely requires adaptors or multivalent interactions. These findings broaden our understanding of the constraints that shape the bacterial proteolytic landscape. Our screening approach may be broadly applicable to probing aspects of proteolytic substrate selection in other bacterial systems.
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Affiliation(s)
- Patrick C. Beardslee
- Department of Chemistry & Biochemistry, University of Delaware, Newark DE, 19716
| | - Karl R. Schmitz
- Department of Chemistry & Biochemistry, University of Delaware, Newark DE, 19716
- Department of Biological Sciences, University of Delaware, Newark DE, 19716
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Dougan DA, Truscott KN. Affinity isolation and biochemical characterization of N-degron ligands using the N-recognin, ClpS. Methods Enzymol 2023. [PMID: 37532398 DOI: 10.1016/bs.mie.2023.02.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/17/2023]
Abstract
The N-degron pathways are a set of proteolytic systems that relate the half-life of a protein to its N-terminal (Nt) residue. In Escherichia coli the principal N-degron pathway is known as the Leu/N-degron pathway. Proteins degraded by this pathway contain an Nt degradation signal (N-degron) composed of an Nt primary destabilizing (Nd1) residue (Leu, Phe, Trp or Tyr). All Leu/N-degron substrates are recognized by the adaptor protein, ClpS and delivered to the ClpAP protease for degradation. Although many components of the pathway are well defined, the physiological role of this pathway remains poorly understood. To address this gap in knowledge we developed a biospecific affinity chromatography technique to isolate physiological substrates of the Leu/N-degron pathway. In this chapter we describe the use of peptide arrays to determine the binding specificity of ClpS. We demonstrate how the information obtained from the peptide array, when coupled with ClpS affinity chromatography, can be used to specifically elute physiological Leu/N-degron ligands from a bacterial lysate. These techniques are illustrated using E. coli ClpS (EcClpS), but both are broadly suitable for application to related N-recognins and systems, not only for the determination of N-recognin specificity, but also for the identification of natural Leu/N-degron ligands from various bacterial and plant species that contain ClpS homologs.
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