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Harris R, Berman N, Lampel A. Coacervates as enzymatic microreactors. Chem Soc Rev 2025; 54:4183-4199. [PMID: 40084439 PMCID: PMC11907334 DOI: 10.1039/d4cs01203h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2024] [Indexed: 03/16/2025]
Abstract
Compartmentalization, a key aspect of biochemical regulation, naturally occurs in cellular organelles, including biomolecular condensates formed through liquid-liquid phase separation (LLPS). Inspired by biological compartments, synthetic coacervates have emerged as versatile microreactors, which can provide customed environments for enzymatic reactions. In this review, we explore recent advances in coacervate-based microreactors, while emphasizing the mechanisms by which coacervates accelerate enzymatic reactions, namely by enhancing substrate and enzyme concentrations, stabilizing intermediates, and providing molecular crowding. We discuss diverse coacervate systems, including those based on synthetic polymers, peptides, and nucleic acids, and describe the selection of enzymatic model systems, as well as strategies for enzyme recruitment and their impact on reaction kinetics. Furthermore, we discuss the challenges in monitoring reactions within coacervates and review the currently available techniques including fluorescence techniques, chromatography, and NMR spectroscopy. Altogether, this review offers a comprehensive perspective on recent progress and challenges in the design of coacervate microreactors, and addresses their potential in biocatalysis, synthetic biology, and nanotechnology.
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Affiliation(s)
- Rif Harris
- Shmunis School of Biomedicine and Cancer Research, George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv, Israel.
| | - Nofar Berman
- Shmunis School of Biomedicine and Cancer Research, George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv, Israel.
| | - Ayala Lampel
- Shmunis School of Biomedicine and Cancer Research, George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv, Israel.
- Center for Nanoscience and Nanotechnology Tel Aviv University, Tel Aviv, 69978, Israel
- Sagol Center for Regenerative Biotechnology Tel Aviv University, Tel Aviv, 69978, Israel
- Center for the Physics and Chemistry of Living Systems Tel Aviv University, Tel Aviv, 69978, Israel
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2
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Wang J, Li Z, Wang M, Shang H, Ding J, Zheng X, Guo C. Achieving Biofunctional Micropatterns via Protein-Based Aqueous Photoresists with Tailored Functionalities. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2025; 21:e2411900. [PMID: 39817877 DOI: 10.1002/smll.202411900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2024] [Revised: 01/09/2025] [Indexed: 01/18/2025]
Abstract
Photolithography is the most widely used micropatterning technique at the micro- and nanoscale in device fabrication. However, traditional photoresists used in photolithography are typically nonaqueous-based toxic substances that require harsh conditions for processing, limiting the development of biofunctional and biocompatible micropatterns. In this study, a protein-based aqueous photoresist derived from chemically modified silk fibroin named SAMA, capable of achieving high-resolution micropatterning (<1.2 µm) while retaining good biocompatibility, is presented. The entire fabrication process, including spin-coating, development, and lift-off, employs solely SAMA and water, eliminating the need for toxic reagents and elevated temperature. Notably, the SAMA photoresist allows covalent conjugation of biofunctional molecules, such as enzymes and nucleic acids, while preserving their bioactivity during micropatterning. This innovative approach enables the high-throughput generation of bioactive micropatterns for various applications such as biosynthesis, diagnostics, and biosensors.
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Affiliation(s)
- Jiaqi Wang
- Department of Materials Science, Fudan University, Shanghai, 200433, China
- School of Engineering, Westlake University, Hangzhou, Zhejiang, 310023, China
| | - Zishun Li
- School of Information Science and Technology, Fudan University, Shanghai, 200433, China
| | - Min Wang
- School of Engineering, Westlake University, Hangzhou, Zhejiang, 310023, China
| | - Hongpeng Shang
- School of Engineering, Westlake University, Hangzhou, Zhejiang, 310023, China
| | - Jie Ding
- Instrumentation and Service Center for Molecular Sciences, Westlake University, Hangzhou, Zhejiang, 310030, China
| | - Xiaorui Zheng
- School of Engineering, Westlake University, Hangzhou, Zhejiang, 310023, China
- Research Center for Industries of the Future, Westlake University, Hangzhou, Zhejiang, 310030, China
- Westlake Institute for Optoelectronics, Fuyang, Hangzhou, Zhejiang, 311421, China
| | - Chengchen Guo
- School of Engineering, Westlake University, Hangzhou, Zhejiang, 310023, China
- Research Center for Industries of the Future, Westlake University, Hangzhou, Zhejiang, 310030, China
- Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, 310024, China
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3
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Feng M, Liu L, Xian ZN, Wei X, Li K, Yan W, Lu Q, Shi Y, He G. PSTP: accurate residue-level phase separation prediction using protein conformational and language model embeddings. Brief Bioinform 2025; 26:bbaf171. [PMID: 40315433 PMCID: PMC12047702 DOI: 10.1093/bib/bbaf171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2025] [Revised: 03/07/2025] [Accepted: 03/19/2025] [Indexed: 05/04/2025] Open
Abstract
Phase separation (PS) is essential in cellular processes and disease mechanisms, highlighting the need for predictive algorithms to analyze uncharacterized sequences and accelerate experimental validation. Current high-accuracy methods often rely on extensive annotations or handcrafted features, limiting their generalizability to sequences lacking such annotations and making it difficult to identify key protein regions involved in PS. We introduce Phase Separation's Transfer-learning Prediction (PSTP), which combines conformational embeddings with large language model embeddings, enabling state-of-the-art PS predictions from protein sequences alone. PSTP performs well across various prediction scenarios and shows potential for predicting novel-designed artificial proteins. Additionally, PSTP provides residue-level predictions that are highly correlated with experimentally validated PS regions. By analyzing 160 000+ variants, PSTP characterizes the strong link between the incidence of pathogenic variants and residue-level PS propensities in unconserved intrinsically disordered regions, offering insights into underexplored mutation effects. PSTP's sliding-window optimization reduces its memory usage to a few hundred megabytes, facilitating rapid execution on typical CPUs and GPUs. Offered via both a web server and an installable Python package, PSTP provides a versatile tool for decoding protein PS behavior and supporting disease-focused research.
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Affiliation(s)
- Mofan Feng
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders, Shanghai Jiao Tong University, No. 1954 Huashan Road, Xuhui District, Shanghai 200030, China
- Shanghai Institute of Medical Genetics, Shanghai Children’s Hospital, Shanghai Jiao Tong University School of Medicine, No. 24 Lane 1400 West Beijing Road, Jing’an District, Shanghai 200040, China
| | - Liangjie Liu
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders, Shanghai Jiao Tong University, No. 1954 Huashan Road, Xuhui District, Shanghai 200030, China
- Shanghai Institute of Medical Genetics, Shanghai Children’s Hospital, Shanghai Jiao Tong University School of Medicine, No. 24 Lane 1400 West Beijing Road, Jing’an District, Shanghai 200040, China
| | - Zhuo-Ning Xian
- School of Environmental Science & Engineering, Shanghai Jiao Tong University, No. 800 Dongchuan Road, Minhang District, Shanghai 200240, China
| | - Xiaoxi Wei
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders, Shanghai Jiao Tong University, No. 1954 Huashan Road, Xuhui District, Shanghai 200030, China
| | - Keyi Li
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders, Shanghai Jiao Tong University, No. 1954 Huashan Road, Xuhui District, Shanghai 200030, China
- Shanghai Institute of Medical Genetics, Shanghai Children’s Hospital, Shanghai Jiao Tong University School of Medicine, No. 24 Lane 1400 West Beijing Road, Jing’an District, Shanghai 200040, China
| | - Wenqian Yan
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders, Shanghai Jiao Tong University, No. 1954 Huashan Road, Xuhui District, Shanghai 200030, China
- Shanghai Institute of Medical Genetics, Shanghai Children’s Hospital, Shanghai Jiao Tong University School of Medicine, No. 24 Lane 1400 West Beijing Road, Jing’an District, Shanghai 200040, China
| | - Qing Lu
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders, Shanghai Jiao Tong University, No. 1954 Huashan Road, Xuhui District, Shanghai 200030, China
| | - Yi Shi
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders, Shanghai Jiao Tong University, No. 1954 Huashan Road, Xuhui District, Shanghai 200030, China
- Shanghai Institute of Medical Genetics, Shanghai Children’s Hospital, Shanghai Jiao Tong University School of Medicine, No. 24 Lane 1400 West Beijing Road, Jing’an District, Shanghai 200040, China
| | - Guang He
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders, Shanghai Jiao Tong University, No. 1954 Huashan Road, Xuhui District, Shanghai 200030, China
- Shanghai Institute of Medical Genetics, Shanghai Children’s Hospital, Shanghai Jiao Tong University School of Medicine, No. 24 Lane 1400 West Beijing Road, Jing’an District, Shanghai 200040, China
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4
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André AA, Rehnberg N, Garg A, Kjærgaard M. Toward Design Principles for Biomolecular Condensates for Metabolic Pathways. Adv Biol (Weinh) 2025; 9:e2400672. [PMID: 40195042 PMCID: PMC12078866 DOI: 10.1002/adbi.202400672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2024] [Revised: 01/14/2025] [Indexed: 04/09/2025]
Abstract
Biology uses membrane-less organelles or biomolecular condensates as dynamic reaction compartments that can form or dissolve to regulate biochemical pathways. This has led to a flurry of research aiming to design new synthetic organelles that function as reaction crucibles for enzymes and biomolecular cascades in biotechnology. The mechanisms by which a condensate can enhance multistep biochemical processes including mass action, tuning the chemical environment, scaffolding and metabolic channelling is reviewed. These mechanisms are not inherently beneficial for the rate of enzymatic processes but can also inhibit a reaction. Similarly, some aspects of condensates are likely intrinsically inhibitory including retardation of diffusion, where the net effect of a condensate will be a trade-off between inhibitory and stimulatory effects. It is discussed which generalizable conclusions can be drawn so far and how close it is to design principles for condensates for enzyme cascades in microbial cell factories including which reactions are likely to be enhanced by condensates and which type of condensate will be suited for which reaction.
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Affiliation(s)
- Alain A.M. André
- Department of Molecular Biology and GeneticsAarhus University, Denmar
- Interdisciplinary Nanoscience Center (iNANO)Aarhus University, Denmark
| | - Nikita Rehnberg
- Department of Molecular Biology and GeneticsAarhus University, Denmar
- Interdisciplinary Nanoscience Center (iNANO)Aarhus University, Denmark
| | - Ankush Garg
- Department of Molecular Biology and GeneticsAarhus University, Denmar
- Interdisciplinary Nanoscience Center (iNANO)Aarhus University, Denmark
| | - Magnus Kjærgaard
- Department of Molecular Biology and GeneticsAarhus University, Denmar
- Interdisciplinary Nanoscience Center (iNANO)Aarhus University, Denmark
- The Danish Research Institute for Translational Neuroscience (DANDRITE)Aarhus University, Denmark
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5
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Yu W, Guo X, Xia Y, Ma Y, Tong Z, Yang L, Song X, Zare RN, Hong G, Dai Y. Aging-dependent evolving electrochemical potentials of biomolecular condensates regulate their physicochemical activities. Nat Chem 2025; 17:756-766. [PMID: 40074825 DOI: 10.1038/s41557-025-01762-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 01/29/2025] [Indexed: 03/14/2025]
Abstract
A passive consequence of macromolecular condensation is the establishment of an ion concentration gradient between the dilute and dense phases, which in turn governs distinct electrochemical properties of condensates. However, the mechanisms that regulate the electrochemical equilibrium of condensates and their impacts on emergent physicochemical functions remain unknown. Here we demonstrate that the electrochemical environments and the physical and chemical activities of biomolecular condensates, dependent on the electrochemical potential of condensates, are regulated by aging-associated intermolecular interactions and interfacial effects. Our findings reveal that enhanced dense-phase interactions during condensate maturation continuously modulate the ion distribution between the two phases. Moreover, modulating the interfacial regions of condensates can affect the apparent pH within the condensates. To directly probe the interphase and interfacial electric potentials of condensates, we have designed and implemented electrochemical potentiometry and second harmonic generation-based approaches. Our results suggest that the non-equilibrium nature of biomolecular condensates might play a crucial role in modulating the electrochemical activities of living systems.
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Affiliation(s)
- Wen Yu
- Department of Biomedical Engineering, Washington University in St Louis, St Louis, MO, USA
| | - Xiao Guo
- Department of Biomedical Engineering, Washington University in St Louis, St Louis, MO, USA
| | - Yu Xia
- Department of Chemistry, Stanford University, Stanford, CA, USA
| | - Yuefeng Ma
- Department of Biomedical Engineering, Washington University in St Louis, St Louis, MO, USA
| | - Zhongli Tong
- Department of Biomedical Engineering, Washington University in St Louis, St Louis, MO, USA
| | - Leshan Yang
- Department of Biomedical Engineering, Washington University in St Louis, St Louis, MO, USA
| | - Xiaowei Song
- Department of Chemistry, Stanford University, Stanford, CA, USA
| | - Richard N Zare
- Department of Chemistry, Stanford University, Stanford, CA, USA.
| | - Guosong Hong
- Department of Materials Science and Engineering, Stanford University, Stanford, CA, USA.
| | - Yifan Dai
- Department of Biomedical Engineering, Washington University in St Louis, St Louis, MO, USA.
- Center for Biomolecular Condensates, Washington University in St Louis, St Louis, MO, USA.
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6
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Souza PCT, Borges-Araújo L, Brasnett C, Moreira RA, Grünewald F, Park P, Wang L, Razmazma H, Borges-Araújo AC, Cofas-Vargas LF, Monticelli L, Mera-Adasme R, Melo MN, Wu S, Marrink SJ, Poma AB, Thallmair S. GōMartini 3: From large conformational changes in proteins to environmental bias corrections. Nat Commun 2025; 16:4051. [PMID: 40307210 PMCID: PMC12043922 DOI: 10.1038/s41467-025-58719-0] [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: 04/17/2024] [Accepted: 03/26/2025] [Indexed: 05/02/2025] Open
Abstract
Coarse-grained modeling has become an important tool to supplement experimental measurements, allowing access to spatio-temporal scales beyond all-atom based approaches. The GōMartini model combines structure- and physics-based coarse-grained approaches, balancing computational efficiency and accurate representation of protein dynamics with the capabilities of studying proteins in different biological environments. This paper introduces an enhanced GōMartini model, which combines a virtual-site implementation of Gō models with Martini 3. The implementation has been extensively tested by the community since the release of the reparametrized version of Martini. This work demonstrates the capabilities of the model in diverse case studies, ranging from protein-membrane binding to protein-ligand interactions and AFM force profile calculations. The model is also versatile, as it can address recent inaccuracies reported in the Martini protein model. Lastly, the paper discusses the advantages, limitations, and future perspectives of the Martini 3 protein model and its combination with Gō models.
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Affiliation(s)
- Paulo C T Souza
- Laboratoire de Biologie et Modélisation de la Cellule, CNRS, UMR 5239, Inserm, U1293, Université Claude Bernard Lyon 1, Ecole Normale Supérieure de Lyon, 46 Allée d'Italie, Lyon, France.
- Centre Blaise Pascal de Simulation et de Modélisation Numérique, Ecole Normale Supérieure de Lyon, 46 Allée d'Italie, Lyon, France.
| | - Luís Borges-Araújo
- Laboratoire de Biologie et Modélisation de la Cellule, CNRS, UMR 5239, Inserm, U1293, Université Claude Bernard Lyon 1, Ecole Normale Supérieure de Lyon, 46 Allée d'Italie, Lyon, France
- Centre Blaise Pascal de Simulation et de Modélisation Numérique, Ecole Normale Supérieure de Lyon, 46 Allée d'Italie, Lyon, France
| | - Christopher Brasnett
- Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Nijenborgh 7, Groningen, The Netherlands
| | - Rodrigo A Moreira
- NEIKER, Basque Research and Technology Alliance (BRTA), Parque Científico y Tecnológico de Bizkaia, P812, Derio, Spain
| | - Fabian Grünewald
- Heidelberg Institute for Theoretical Studies (HITS), Schloss-Wolfsbrunnenweg 35, Heidelberg, Germany
| | - Peter Park
- Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Nijenborgh 7, Groningen, The Netherlands
- Departamento de Bioquímica, Instituto de Química, Universidade de São Paulo, São Paulo, Brazil
| | - Liguo Wang
- Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Nijenborgh 7, Groningen, The Netherlands
| | - Hafez Razmazma
- Molecular Microbiology and Structural Biochemistry, CNRS UMR 5086 and Université Claude Bernard Lyon 1, 7 Passage du Vercors, Lyon, France
- Institut des Biomolecules Max Mousseron, UMR5247, CNRS, Université De Montpellier, ENSCM, 1919 Route de Mende, Montpellier, Cedex, France
| | - Ana C Borges-Araújo
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Av. da República, Oeiras, Portugal
| | - Luis Fernando Cofas-Vargas
- Biosystems and Soft Matter Division, Institute of Fundamental Technological Research, Polish Academy of Sciences, ul. Pawińskiego 5B, 02-106, Warsaw, Poland
| | - Luca Monticelli
- Molecular Microbiology and Structural Biochemistry, CNRS UMR 5086 and Université Claude Bernard Lyon 1, 7 Passage du Vercors, Lyon, France
| | - Raúl Mera-Adasme
- Departamento de Química, Facultad de Ciencias, Universidad de Tarapacá, Arica, Chile
| | - Manuel N Melo
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Av. da República, Oeiras, Portugal
| | - Sangwook Wu
- PharmCADD, Busan, Republic of Korea
- Department of Physics, Pukyong National University, Busan, Republic of Korea
| | - Siewert J Marrink
- Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Nijenborgh 7, Groningen, The Netherlands.
| | - Adolfo B Poma
- Biosystems and Soft Matter Division, Institute of Fundamental Technological Research, Polish Academy of Sciences, ul. Pawińskiego 5B, 02-106, Warsaw, Poland.
| | - Sebastian Thallmair
- Frankfurt Institute for Advanced Studies, Ruth-Moufang-Straße 1, Frankfurt am Main, Germany.
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7
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Pramanik U, Das A, Brown EM, Struckman HL, Wang H, Stealey S, Sprunger ML, Wasim A, Fascetti J, Mondal J, Silva JR, Zustiak SP, Jackrel ME, Rudra JS. Histidine-rich enantiomeric peptide coacervates enhance antigen sequestration and presentation to T cells. Chem Sci 2025; 16:7523-7536. [PMID: 40171024 PMCID: PMC11955804 DOI: 10.1039/d5sc01163a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2025] [Accepted: 03/24/2025] [Indexed: 04/03/2025] Open
Abstract
Peptides and peptidomimetics that self-assemble through LLPS have recently emerged as vital building blocks for creating functional biomaterials, thanks to their unique physicochemical properties and dynamic nature. One of life's most distinctive features is its selectivity for chiral molecules. To date, coacervates comprised of d-amino acids have not been reported. Here, we demonstrate that histidine-rich repeats of (GHGXY)4 (X = L/V/P) and their enantiomers undergo LLPS, paving the way for improved coacervate stability. Through a series of biophysical studies, we found that the droplet size can be tuned based on L, V, or P substitution, and molecular cargo between 600 and 150 000 Da is efficiently recruited in a bioactivity-preserving aqueous environment during phase separation. Mechanistic studies reveal that the droplets enter cells via energy-dependent endocytic pathways, exhibit composition-selective fusion properties, and effectively deliver molecular therapeutics across various cell types. Finally, we demonstrate that the coacervates enhance antigen presentation to CD4+ and CD8+ T cells, resulting in robust proliferation and the production of functional cytokines. Our study outlines the development and characterization of enantiomeric peptide coacervates as promising vaccine delivery vehicles with tunable physicochemical properties.
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Affiliation(s)
- Ushasi Pramanik
- Department of Biomedical Engineering, McKelvey School of Engineering, Washington University in St. Louis St. Louis MO 63130 USA
| | - Anirban Das
- Department of Biomedical Engineering, McKelvey School of Engineering, Washington University in St. Louis St. Louis MO 63130 USA
- Department of Chemistry, Washington University in St. Louis St. Louis MO 63130 USA
| | - Elise M Brown
- Department of Biomedical Engineering, McKelvey School of Engineering, Washington University in St. Louis St. Louis MO 63130 USA
| | - Heather L Struckman
- Department of Biomedical Engineering, McKelvey School of Engineering, Washington University in St. Louis St. Louis MO 63130 USA
| | - Huihao Wang
- Department of Biomedical Engineering, McKelvey School of Engineering, Washington University in St. Louis St. Louis MO 63130 USA
| | - Samuel Stealey
- Department of Biomedical Engineering, Saint Louis University St. Louis MO 63103 USA
| | - Macy L Sprunger
- Department of Chemistry, Washington University in St. Louis St. Louis MO 63130 USA
| | - Abdul Wasim
- Tata Institute of Fundamental Research Hyderabad Hyderabad 500046 India
| | - Jonathan Fascetti
- Department of Biomedical Engineering, McKelvey School of Engineering, Washington University in St. Louis St. Louis MO 63130 USA
| | - Jagannath Mondal
- Tata Institute of Fundamental Research Hyderabad Hyderabad 500046 India
| | - Jonathan R Silva
- Department of Biomedical Engineering, McKelvey School of Engineering, Washington University in St. Louis St. Louis MO 63130 USA
| | - Silviya P Zustiak
- Department of Biomedical Engineering, Saint Louis University St. Louis MO 63103 USA
| | - Meredith E Jackrel
- Department of Chemistry, Washington University in St. Louis St. Louis MO 63130 USA
| | - Jai S Rudra
- Department of Biomedical Engineering, McKelvey School of Engineering, Washington University in St. Louis St. Louis MO 63130 USA
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8
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Wang D, Zhou L, Zhang X, Zhou Z, Huang Z, Gao N. Supramolecular Switching of Liquid-Liquid Phase Separation for Orchestrating Enzyme Kinetics. Angew Chem Int Ed Engl 2025; 64:e202422601. [PMID: 39833115 DOI: 10.1002/anie.202422601] [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: 11/20/2024] [Revised: 01/16/2025] [Accepted: 01/20/2025] [Indexed: 01/22/2025]
Abstract
Dynamic liquid-liquid phase separation (LLPS) of intrinsically disordered proteins (IDPs) and associated assembly and disassembly of biomolecular condensates play crucial roles in cellular organization and metabolic networks. These processes are often regulated by supramolecular interactions. However, the complex and disordered structures of IDPs, coupled with their rapid conformational fluctuations, pose significant challenges for reconstructing supramolecularly-regulated dynamic LLPS systems and quantitatively illustrating variations in molecular interactions. Inspired by the structural feature of IDPs that facilitates LLPS, we designed a simplified phase-separating molecule, Nap-o-Nap, consisting of two naphthalene moieties linked by an ethylene glycol derivative. This compound exhibits LLPS under physiological conditions, forming coacervate microdroplets that undergo multiple cycles of disassembly and reassembly upon stoichiometric addition of Cucurbit[7]uril and Adamantane, respectively, based upon competitive host-guest interactions. Importantly, such reversible control offers a unique route to quantify entropically dominant nature (ΔS=14.0 cal ⋅ mol-1 ⋅ K-1) within the LLPS process, in which the binding affinity of host-guest interactions (ΔG=-14.9 kcal ⋅ mol-1) surpass that of the LLPS of Nap-o-Nap (ΔG=-2.1 kcal ⋅ mol-1), enabling the supramolecular regulation process. The supramolecularly switched LLPS, along with selective client recruitment and exclusion by resultant coacervates, provides a promising platform for either boosting or retarding enzymatic reactions, thereby orchestrating biological enzyme kinetics.
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Affiliation(s)
- Deyi Wang
- School of Chemistry and Chemical Engineering, Beijing Institute of Technology, Beijing, 100081, P.R. China
| | - Lingying Zhou
- School of Chemistry and Chemical Engineering, Beijing Institute of Technology, Beijing, 100081, P.R. China
| | - Xiaokun Zhang
- School of Chemistry and Chemical Engineering, Beijing Institute of Technology, Beijing, 100081, P.R. China
| | - Zixiang Zhou
- Key Laboratory of Polymer Chemistry and Physics of Ministry of Education, School of Materials Science and Engineering, Peking University, Beijing, 100871, P.R. China
| | - Zehuan Huang
- Key Laboratory of Polymer Chemistry and Physics of Ministry of Education, School of Materials Science and Engineering, Peking University, Beijing, 100871, P.R. China
| | - Ning Gao
- School of Chemistry and Chemical Engineering, Beijing Institute of Technology, Beijing, 100081, P.R. China
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9
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Homma T, Yamamoto R, Ang LZP, Fehaid A, Ebara M. A Novel Gene Synthesis Platform for Designing Functional Protein Polymers. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2410903. [PMID: 39989012 PMCID: PMC12005822 DOI: 10.1002/advs.202410903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Revised: 01/15/2025] [Indexed: 02/25/2025]
Abstract
Recombinant protein polymers with repeat sequences of specific amino acids can be regarded as sustainable functional materials that can be designed using genetic engineering. However, synthesizing genes encoding these proteins is significantly time-consuming and labor-intensive owing to the difficulty of using common gene synthesis tools, such as restriction enzymes and PCR primers. To overcome these obstacles, a novel method is proposed herein: seamless cloning of rolling-circle amplicons (SCRCA). This method involves one-pot preparation of repetitive-sequence genes with overlapping ends for cloning, facilitating the easy construction of the desired recombinants. SCRCA is used to synthesize 10 genes encoding hydrophilic resilin-like and hydrophobic elastin-like repeat units that induce liquid-liquid phase separation. SCRCA shows higher transformation efficiency and better workability than conventional methods, and the time and budget required for SCRCA are comparable to those required for non-repetitive-sequence gene synthesis. Additionally, SCRCA facilitates the construction of a repeat unit library at a low cost. The library shows considerably higher diversity than that of the current state-of-the-art method. By combining this library construction with the directed evolution concept, an elastin-like protein polymer with the desired functions can be rapidly developed. SCRCA can greatly accelerate research on protein polymers.
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Affiliation(s)
- Toshimasa Homma
- Division of Chemical Engineering and BiotechnologyNational Institute of TechnologyIchinoseki College, TakanashiHagishoIchinosekiIwate021‐8511Japan
- Research Center for Macromolecules and BiomaterialsNational Institute for Materials Science (NIMS)1‐1 NamikiTsukubaIbaraki305‐0044Japan
| | - Rie Yamamoto
- Division of Chemical Engineering and BiotechnologyNational Institute of TechnologyIchinoseki College, TakanashiHagishoIchinosekiIwate021‐8511Japan
- Research Center for Macromolecules and BiomaterialsNational Institute for Materials Science (NIMS)1‐1 NamikiTsukubaIbaraki305‐0044Japan
| | - Lily Zuin Ping Ang
- Division of Chemical Engineering and BiotechnologyNational Institute of TechnologyIchinoseki College, TakanashiHagishoIchinosekiIwate021‐8511Japan
| | - Alaa Fehaid
- Division of Chemical Engineering and BiotechnologyNational Institute of TechnologyIchinoseki College, TakanashiHagishoIchinosekiIwate021‐8511Japan
- Research Center for Macromolecules and BiomaterialsNational Institute for Materials Science (NIMS)1‐1 NamikiTsukubaIbaraki305‐0044Japan
- Forensic Medicine and Toxicology DepartmentFaculty of Veterinary MedicineMansoura UniversityDakahliaMansoura35516Egypt
| | - Mitsuhiro Ebara
- Research Center for Macromolecules and BiomaterialsNational Institute for Materials Science (NIMS)1‐1 NamikiTsukubaIbaraki305‐0044Japan
- Graduate School of Pure and Applied SciencesUniversity of Tsukuba1‐1‐1 TennodaiTsukubaIbaraki305‐8577Japan
- Graduate School of Advanced EngineeringTokyo University of Science6‐3‐1 Katsushika‐kuShinjukuTokyo125‐8585Japan
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10
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Avecilla AC, Thomas J, Quiroz FG. Genetically-Encoded Phase Separation Sensors Enable High-Fidelity Live-Cell Probing of Biomolecular Condensates. ACS Sens 2025; 10:1857-1869. [PMID: 39987501 PMCID: PMC11959610 DOI: 10.1021/acssensors.4c02851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Revised: 02/06/2025] [Accepted: 02/12/2025] [Indexed: 02/25/2025]
Abstract
Biomolecular condensates are membraneless compartments with enigmatic roles across intracellular phenomena. Intrinsically disordered proteins (IDPs) often function as condensate scaffolds, fueled by liquid-liquid phase separation (LLPS) dynamics. Intracellular probing of condensates relies on live-cell imaging of IDP-scaffolds tagged with fluorescent proteins. Conformational heterogeneity in IDPs, however, renders them uniquely susceptible to artifacts from tagging. Probing epidermal condensates in skin, we recently introduced genetically-encoded LLPS-sensors that circumvent the need for molecular-level tagging of skin IDPs. Departing from subcellular tracking of IDP-scaffolds, LLPS-sensors report on the assembly and liquid-like dynamics of their condensates. Here, we demonstrate biomolecular approaches for the evolution and tunability of epidermal LLPS-sensors and assess their impact in the early and late stages of intracellular phase separation. Benchmarking against scaffold-bound fluorescent reporters, we discovered that tunable ultraweak scaffold-sensor interactions uniquely enable the sensitive and innocuous probing of nascent and established biomolecular condensates. Our LLPS-sensitive tools pave the way for the high-fidelity intracellular probing of IDP-governed biomolecular condensates across biological systems.
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Affiliation(s)
- Alexa
Regina Chua Avecilla
- Wallace H. Coulter Department
of Biomedical Engineering, Georgia Institute
of Technology and Emory University, Atlanta, Georgia 30322, United States
| | - Jeremy Thomas
- Wallace H. Coulter Department
of Biomedical Engineering, Georgia Institute
of Technology and Emory University, Atlanta, Georgia 30322, United States
| | - Felipe Garcia Quiroz
- Wallace H. Coulter Department
of Biomedical Engineering, Georgia Institute
of Technology and Emory University, Atlanta, Georgia 30322, United States
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11
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Nie J, Zhang X, Hu Z, Wang W, Schroer MA, Ren J, Svergun D, Chen A, Yang P, Zeng AP. A globular protein exhibits rare phase behavior and forms chemically regulated orthogonal condensates in cells. Nat Commun 2025; 16:2449. [PMID: 40069234 PMCID: PMC11897184 DOI: 10.1038/s41467-025-57886-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Accepted: 03/05/2025] [Indexed: 03/15/2025] Open
Abstract
Proteins with chemically regulatable phase separation are of great interest in the fields of biomolecular condensates and synthetic biology. Intrinsically disordered proteins (IDPs) are the dominating building blocks of biomolecular condensates which often lack orthogonality and small-molecule regulation desired to create synthetic biomolecular condensates or membraneless organelles (MLOs). Here, we discover a well-folded globular protein, lipoate-protein ligase A (LplA) from E. coli involved in lipoylation of enzymes essential for one-carbon and energy metabolisms, that exhibits structural homomeric oligomerization and a rare LCST-type reversible phase separation in vitro. In both E. coli and human U2OS cells, LplA can form orthogonal condensates, which can be specifically dissolved by its natural substrate, the small molecule lipoic acid and its analogue lipoamide. The study of LplA phase behavior and its regulatability expands our understanding and toolkit of small-molecule regulatable protein phase behavior with impacts on biomedicine and synthetic biology.
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Affiliation(s)
- Jinglei Nie
- Center of Synthetic Biology and Integrated Bioengineering, Westlake University, Hangzhou, Zhejiang, China
- School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China
| | - Xinyi Zhang
- Center of Synthetic Biology and Integrated Bioengineering, Westlake University, Hangzhou, Zhejiang, China
- Institute of Bioprocess and Biosystems Engineering, Hamburg University of Technology, Hamburg, Germany
| | - Zhijuan Hu
- Center of Synthetic Biology and Integrated Bioengineering, Westlake University, Hangzhou, Zhejiang, China
- Research Center for Industries of the Future, Westlake University, Hangzhou, Zhejiang, China
- Zhejiang Key Laboratory of Intelligent Low-Carbon Synthetic Biology, School of Engineering, Westlake University, Hangzhou, Zhejiang, China
| | - Wei Wang
- Institute of Bioprocess and Biosystems Engineering, Hamburg University of Technology, Hamburg, Germany
| | - Martin A Schroer
- Nanoparticle Process Technology (NPPT), University of Duisburg-Essen, Duisburg, Germany
- European Molecular Biology Laboratory (EMBL), Hamburg Outstation c/o DESY, Hamburg, Germany
| | - Jie Ren
- State Key Laboratory for Biology of Plant Diseases and Insect Pests/Key Laboratory of Control of Biological Hazard Factors (Plant Origin) for Agri-product Quality and Safety, Ministry of Agriculture, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Dmitri Svergun
- European Molecular Biology Laboratory (EMBL), Hamburg Outstation c/o DESY, Hamburg, Germany
- BIOSAXS GmbH, Hamburg, Germany
| | - Anyang Chen
- Center of Synthetic Biology and Integrated Bioengineering, Westlake University, Hangzhou, Zhejiang, China
| | - Peiguo Yang
- Center of Synthetic Biology and Integrated Bioengineering, Westlake University, Hangzhou, Zhejiang, China
- School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China
| | - An-Ping Zeng
- Center of Synthetic Biology and Integrated Bioengineering, Westlake University, Hangzhou, Zhejiang, China.
- School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China.
- Institute of Bioprocess and Biosystems Engineering, Hamburg University of Technology, Hamburg, Germany.
- Research Center for Industries of the Future, Westlake University, Hangzhou, Zhejiang, China.
- Zhejiang Key Laboratory of Intelligent Low-Carbon Synthetic Biology, School of Engineering, Westlake University, Hangzhou, Zhejiang, China.
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12
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Jin K, Yu W, Liu Y, Li J, Du G, Chen J, Liu L, Lv X. Light-induced programmable solid-liquid phase transition of biomolecular condensates for improved biosynthesis. Trends Biotechnol 2025:S0167-7799(25)00049-6. [PMID: 40082181 DOI: 10.1016/j.tibtech.2025.02.012] [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: 10/13/2024] [Revised: 02/09/2025] [Accepted: 02/12/2025] [Indexed: 03/16/2025]
Abstract
Keeping condensates in liquid-like states throughout the biosynthesis process in microbial cell factories remains an ongoing challenge. Here, we present a light-controlled phase regulator, which maintains the liquid-like features of synthetic condensates on demand throughout the biosynthesis process upon light induction, as demonstrated by various live cell-imaging techniques. Specifically, the tobacco etch virus (TEV) protease controlled by light cleaves intrinsically disordered proteins (IDPs) to alter their valency and concentration for controlled phase transition and programmable fluidity of cellular condensates. As a proof of concept, we harness this capability to significantly improve the production of squalene and ursolic acid (UA) in engineered Saccharomyces cerevisiae. Our work provides a powerful approach to program the solid-liquid phase transition of biomolecular condensates for improved biosynthesis.
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Affiliation(s)
- Ke Jin
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China; Science Center for Future Foods, Jiangnan University, Wuxi 214122, China
| | - Wenwen Yu
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China; Science Center for Future Foods, Jiangnan University, Wuxi 214122, China
| | - Yanfeng Liu
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China; Science Center for Future Foods, Jiangnan University, Wuxi 214122, China
| | - Jianghua Li
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China; Science Center for Future Foods, Jiangnan University, Wuxi 214122, China
| | - Guocheng Du
- Science Center for Future Foods, Jiangnan University, Wuxi 214122, China
| | - Jian Chen
- Science Center for Future Foods, Jiangnan University, Wuxi 214122, China
| | - Long Liu
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China; Science Center for Future Foods, Jiangnan University, Wuxi 214122, China
| | - Xueqin Lv
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China; Science Center for Future Foods, Jiangnan University, Wuxi 214122, China.
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13
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Li G, Yuan C, Yan X. Peptide-mediated liquid-liquid phase separation and biomolecular condensates. SOFT MATTER 2025; 21:1781-1812. [PMID: 39964249 DOI: 10.1039/d4sm01477d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2025]
Abstract
Liquid-liquid phase separation (LLPS) is a cornerstone of cellular organization, driving the formation of biomolecular condensates that regulate diverse biological processes and inspire innovative applications. This review explores the molecular mechanisms underlying peptide-mediated LLPS, emphasizing the roles of intermolecular interactions such as hydrophobic effects, electrostatic interactions, and π-π stacking in phase separation. The influence of environmental factors, such as pH, temperature, ionic strength, and molecular crowding on the stability and dynamics of peptide coacervates is examined, highlighting their tunable properties. Additionally, the unique physicochemical properties of peptide coacervates, including their viscoelastic behavior, interfacial dynamics, and stimuli-responsiveness, are discussed in the context of their biological relevance and engineering potential. Peptide coacervates are emerging as versatile platforms in biotechnology and medicine, particularly in drug delivery, tissue engineering, and synthetic biology. By integrating fundamental insights with practical applications, this review underscores the potential of peptide-mediated LLPS as a transformative tool for advancing science and healthcare.
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Affiliation(s)
- Guangle Li
- State Key Laboratory of Biopharmaceutical Preparation and Delivery, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, China.
| | - Chengqian Yuan
- State Key Laboratory of Biopharmaceutical Preparation and Delivery, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, China.
| | - Xuehai Yan
- State Key Laboratory of Biopharmaceutical Preparation and Delivery, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, China.
- School of Chemical Engineering, University of Chinese Academy of Sciences, Beijing, 100049, China
- Center for Mesoscience, Institute of Process Engineering, Chinese Academy of Sciences, Beijing, 100190, China
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14
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Yu W, Jin K, Xu X, Liu Y, Li J, Du G, Chen J, Lv X, Liu L. Engineering microbial cell factories by multiplexed spatiotemporal control of cellular metabolism: Advances, challenges, and future perspectives. Biotechnol Adv 2025; 79:108497. [PMID: 39645209 DOI: 10.1016/j.biotechadv.2024.108497] [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] [Received: 09/25/2024] [Revised: 12/01/2024] [Accepted: 12/02/2024] [Indexed: 12/09/2024]
Abstract
Generally, the metabolism in microbial organism is an intricate, spatiotemporal process that emerges from gene regulatory networks, which affects the efficiency of product biosynthesis. With the coming age of synthetic biology, spatiotemporal control systems have been explored as versatile strategies to promote product biosynthesis at both spatial and temporal levels. Meanwhile, the designer synthetic compartments provide new and promising approaches to engineerable spatiotemporal control systems to construct high-performance microbial cell factories. In this article, we comprehensively summarize recent developments in spatiotemporal control systems for tailoring advanced cell factories, and illustrate how to apply spatiotemporal control systems in different microbial species with desired applications. Future challenges of spatiotemporal control systems and perspectives are also discussed.
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Affiliation(s)
- Wenwen Yu
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China; Science Center for Future Foods, Jiangnan University, Wuxi 214122, China; School of Food Science and Technology, Jiangnan University, Wuxi 214122, China
| | - Ke Jin
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China; Science Center for Future Foods, Jiangnan University, Wuxi 214122, China
| | - Xianhao Xu
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China; Science Center for Future Foods, Jiangnan University, Wuxi 214122, China; Jiangsu Province Basic Research Center for Synthetic Biology, Jiangnan University, Wuxi 214122, China
| | - Yanfeng Liu
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China; Science Center for Future Foods, Jiangnan University, Wuxi 214122, China; Jiangsu Province Basic Research Center for Synthetic Biology, Jiangnan University, Wuxi 214122, China
| | - Jianghua Li
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China; Science Center for Future Foods, Jiangnan University, Wuxi 214122, China; Jiangsu Province Basic Research Center for Synthetic Biology, Jiangnan University, Wuxi 214122, China
| | - Guocheng Du
- Science Center for Future Foods, Jiangnan University, Wuxi 214122, China; Jiangsu Province Basic Research Center for Synthetic Biology, Jiangnan University, Wuxi 214122, China
| | - Jian Chen
- Science Center for Future Foods, Jiangnan University, Wuxi 214122, China; Jiangsu Province Basic Research Center for Synthetic Biology, Jiangnan University, Wuxi 214122, China
| | - Xueqin Lv
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China; Science Center for Future Foods, Jiangnan University, Wuxi 214122, China; Jiangsu Province Basic Research Center for Synthetic Biology, Jiangnan University, Wuxi 214122, China.
| | - Long Liu
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China; Science Center for Future Foods, Jiangnan University, Wuxi 214122, China; Jiangsu Province Basic Research Center for Synthetic Biology, Jiangnan University, Wuxi 214122, China.
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15
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Shapiro DM, Deshpande S, Eghtesadi SA, Zhong M, Fontes CM, Fiflis D, Rohm D, Min J, Kaur T, Peng J, Ney M, Su J, Dai Y, Asokan A, Gersbach CA, Chilkoti A. Synthetic biomolecular condensates enhance translation from a target mRNA in living cells. Nat Chem 2025; 17:448-456. [PMID: 39929988 DOI: 10.1038/s41557-024-01706-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Accepted: 11/27/2024] [Indexed: 02/21/2025]
Abstract
Biomolecular condensates composed of proteins and RNA are one approach by which cells regulate post-transcriptional gene expression. Their formation typically involves the phase separation of intrinsically disordered proteins with a target mRNA, sequestering the mRNA into a liquid condensate. This sequestration regulates gene expression by modulating translation or facilitating RNA processing. Here we engineer synthetic condensates using a fusion of an RNA-binding protein, the human Pumilio2 homology domain (Pum2), and a synthetic intrinsically disordered protein, an elastin-like polypeptide (ELP), that can bind and sequester a target mRNA transcript. In protocells, sequestration of a target mRNA largely limits its translation. Conversely, in Escherichia coli, sequestration of the same target mRNA increases its translation. We characterize the Pum2-ELP condensate system using microscopy, biophysical and biochemical assays, and RNA sequencing. This approach enables the modulation of cell function via the formation of synthetic biomolecular condensates that regulate the expression of a target protein.
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Affiliation(s)
| | - Sonal Deshpande
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | | | - Miranda Zhong
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | | | - David Fiflis
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
- Department of Surgery, Duke University Medical Center, Durham, NC, USA
| | - Dahlia Rohm
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC, USA
| | - Junseon Min
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Taranpreet Kaur
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Joanna Peng
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Max Ney
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Jonathan Su
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Yifan Dai
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
- Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO, USA
| | - Aravind Asokan
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
- Department of Surgery, Duke University Medical Center, Durham, NC, USA
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC, USA
| | - Charles A Gersbach
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
- Department of Surgery, Duke University Medical Center, Durham, NC, USA
- Center for Advanced Genomic Technologies, Duke University, Durham, NC, USA
| | - Ashutosh Chilkoti
- Department of Biomedical Engineering, Duke University, Durham, NC, USA.
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16
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Costantino M, Young EJ, Banerjee A, Kerfeld CA, Ghirlanda G. Interfacing bacterial microcompartment shell proteins with genetically encoded condensates. Protein Sci 2025; 34:e70061. [PMID: 39969154 PMCID: PMC11837282 DOI: 10.1002/pro.70061] [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: 07/23/2024] [Revised: 01/09/2025] [Accepted: 01/28/2025] [Indexed: 02/20/2025]
Abstract
Condensates formed by liquid-liquid phase separation are promising candidates for the development of synthetic cells and organelles. Here, we show that bacterial microcompartment shell proteins from Haliangium ochraceum (BMC-H) assemble into coatings on the surfaces of protein condensates formed by tandem RGG-RGG domains, an engineered construct derived from the intrinsically disordered region of the RNA helicase LAF-1. WT BMC-H proteins formed higher-order assemblies within RGG-RGG droplets; however, engineered BMC-H variants fused to RGG truncations formed coatings on droplet surfaces. These intrinsically disordered tags controlled the interaction with the condensed phase based on their length and sequence, and one of the designs, BMC-H-T2, assembled preferentially on the surface of the droplet and prevented droplet coalescence. The formation of the coatings is dependent on the pH and protein concentration; once formed, the coatings are stable and do not exchange with the dilute phase. Coated droplets could sequester and concentrate folded proteins, including TEV protease, with selectivity similar to uncoated droplets. Addition of TEV protease to coated droplets resulted in the digestion of RGG-RGG to RGG and a decrease in droplet diameter, but not in the dissolution of the coatings. BMC shell protein-coated protein condensates are entirely encodable and provide a way to control the properties of liquid-liquid phase-separated compartments in the context of synthetic biology.
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Affiliation(s)
| | - Eric J. Young
- Biochemistry and Molecular Biology DepartmentMichigan State UniversityEast LansingMichiganUSA
- Environmental Genomics and Systems Biology DivisionLawrence Berkeley National LaboratoryBerkeleyCaliforniaUSA
| | - Abesh Banerjee
- School of Molecular SciencesArizona State UniversityTempeArizonaUSA
| | - Cheryl A. Kerfeld
- Biochemistry and Molecular Biology DepartmentMichigan State UniversityEast LansingMichiganUSA
- Environmental Genomics and Systems Biology DivisionLawrence Berkeley National LaboratoryBerkeleyCaliforniaUSA
- Molecular Biophysics and Integrated Bioimaging DivisionLawrence Berkeley National LaboratoryBerkeleyCaliforniaUSA
- MSU‐DOE Plant Research LaboratoryMichigan State UniversityEast LansingMichiganUSA
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17
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Su R, Ma C, Han B, Zhang H, Liu K. Proteins for Hyperelastic Materials. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2025; 21:e2406388. [PMID: 39910850 DOI: 10.1002/smll.202406388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Revised: 01/23/2025] [Indexed: 02/07/2025]
Abstract
Meticulous engineering and the yielded hyperelastic performance of structural proteins represent a new frontier in developing next-generation functional biomaterials. These materials exhibit outstanding and programmable mechanical properties, including elasticity, resilience, toughness, and active biological characteristics, such as degradability and tissue repairability, compared with their chemically synthetic counterparts. However, there are several critical issues regarding the preparation approaches of hyperelastic protein-based materials: limited natural sequence modules, non-hierarchical assembly, and imbalance between compressive and tensile elasticity, leading to unmet demands. Therefore, it is pivotal to develop an alternative strategy for biofabricating hyperelastic materials. Herein, the molecular design, engineering, and property regulation of hyperelastic structural proteins are overviewed. First, methodologies for deeper exploration of mechanical modules, including machine learning-aided de novo design, random mutations of natural sequences, and multiblock fusion techniques, are actively introduced. These methodologies facilitate the generation of elastomeric protein modules and demonstrate enhanced structural and functional versatility. Subsequently, assembly tactics of hyperelastic proteins (i.e., physical modulation, genetic adaptations, and chemical modifications) are reviewed, yielding hierarchically ordered structures. Finally, advances in biophysical techniques for more nuanced characterization of protein ensembles are discussed, unveiling the tuning mechanisms of protein elasticity across scales. Future developments in structural hyperelastic protein-based biomaterials are also envisioned.
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Affiliation(s)
- Rui Su
- Engineering Research Center of Advanced Rare Earth Materials, (Ministry of Education), Department of Chemistry, Tsinghua University, Beijing, 100084, China
| | - Chao Ma
- Engineering Research Center of Advanced Rare Earth Materials, (Ministry of Education), Department of Chemistry, Tsinghua University, Beijing, 100084, China
- Xiangfu Laboratory, Building 5, No.828 Zhongxing Road, Xitang Town, Jiashan, Jiaxing, Zhejiang, 314102, China
| | - Bing Han
- National Center for Stomatology, National Clinical Research Center for Oral Diseases, National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing Key Laboratory of Digital Stomatology, NHC Key Laboratory of Digital Stomatology, NMPA Key Laboratory for Dental Materials, 22 Zhongguancun South Avenue, Haidian District, Beijing, 100081, China
| | - Hongjie Zhang
- Engineering Research Center of Advanced Rare Earth Materials, (Ministry of Education), Department of Chemistry, Tsinghua University, Beijing, 100084, China
- Xiangfu Laboratory, Building 5, No.828 Zhongxing Road, Xitang Town, Jiashan, Jiaxing, Zhejiang, 314102, China
| | - Kai Liu
- Engineering Research Center of Advanced Rare Earth Materials, (Ministry of Education), Department of Chemistry, Tsinghua University, Beijing, 100084, China
- Xiangfu Laboratory, Building 5, No.828 Zhongxing Road, Xitang Town, Jiashan, Jiaxing, Zhejiang, 314102, China
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18
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Ji BT, Pan HT, Qian ZG, Xia XX. Programming biological communication between distinct membraneless compartments. Nat Chem Biol 2025:10.1038/s41589-025-01840-4. [PMID: 39910287 DOI: 10.1038/s41589-025-01840-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Accepted: 01/09/2025] [Indexed: 02/07/2025]
Abstract
Distinct membraneless organelles within cells collaborate closely to organize crucial functions. However, biosynthetic communicating membraneless organelles have yet to be created. Here we report a binary population of membraneless compartments capable of coexistence, biological communication and controllable feedback under cellular environmental conditions. The compartment consortia emerge from two orthogonally phase-separating proteins in a cell-free expression system. Their appearance can be programmed in time and order for on-demand delivery of molecules. In particular, the consortia can sense, process and deliver functional protein cargo in response to a protease message or a DNA message that encodes the protease. Such DNA-based molecular programs can be further harnessed by installing a feedback loop that controls the information flow at the messenger RNA level. These results contribute to understanding crosstalk among membraneless organelles and provide a design principle that can guide construction of functional compartment consortia.
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Affiliation(s)
- Bo-Tao Ji
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, and School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, People's Republic of China
| | - He-Tong Pan
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, and School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, People's Republic of China
| | - Zhi-Gang Qian
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, and School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, People's Republic of China.
| | - Xiao-Xia Xia
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, and School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, People's Republic of China.
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19
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Biswas S, Potoyan DA. Decoding biomolecular condensate dynamics: an energy landscape approach. PLoS Comput Biol 2025; 21:e1012826. [PMID: 39928699 PMCID: PMC11841893 DOI: 10.1371/journal.pcbi.1012826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2024] [Revised: 02/20/2025] [Accepted: 01/23/2025] [Indexed: 02/12/2025] Open
Abstract
Many eukaryotic proteins and RNAs contain low-complexity domains (LCDs) with a strong propensity for binding and driving phase separation into biomolecular condensates. Mutations in LCDs frequently disrupt condensate dynamics, resulting in pathological transitions to solid-like states. Understanding how the molecular sequence grammar of LCDs governs condensate dynamics is essential for uncovering their biological functions and the evolutionary forces that shape these sequences. To this end, we present an energy landscape framework that operates on a continuous 'stickiness' energy scale rather than relying on an explicit alphabet-based sequence. Sequences are characterized by Wasserstein distance relative to thoroughly shuffled or random counterparts. Armed with an energy landscape framework, map diagrams of material and dynamical properties governed by key energy landscape features modulated by the degree of complexity in LCD arrangements, including the periodicity and local disorder in LCDs. Highly periodic LCD patterns promote elasticity-dominated behavior, while random sequences exhibit viscosity-dominated properties. Our results reveal that minimum sticker periodicity is crucial for maintaining fluidity in condensates, thereby avoiding transitions to glassy or solid-like states. Moreover, we demonstrate that the energy landscape framework explains the recent experimental findings on prion domains and predicts systematic alterations in condensate viscoelasticity. Our work provides a unifying perspective on the sequence-encoded material properties whereby key features of energy landscapes are conserved while sequences are variable.
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Affiliation(s)
- Subhadip Biswas
- Department of Chemistry, Iowa State University, Ames, Iowa, United States of America
| | - Davit A Potoyan
- Department of Chemistry, Iowa State University, Ames, Iowa, United States of America
- Department of Biochemistry, Biophysics and Molecular Biology, Iowa State University, Ames, Iowa, United States of America
- Bioinformatics and Computational Biology Program, Iowa State University, Ames, Iowa, United States of America
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20
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Li Z, Tan W, Zhao GP, Zeng X, Zhao W. Recent advances in the synthesis and application of biomolecular condensates. J Biol Chem 2025; 301:108188. [PMID: 39814227 PMCID: PMC11847540 DOI: 10.1016/j.jbc.2025.108188] [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] [Received: 09/11/2024] [Revised: 01/03/2025] [Accepted: 01/06/2025] [Indexed: 01/18/2025] Open
Abstract
Biomolecular condensates (BMCs) represent a group of organized and programmed systems that participate in gene transcription, chromosome organization, cell division, tumorigenesis, and aging. However, the understanding of BMCs in terms of internal organizations and external regulations remains at an early stage. Recently, novel approaches such as synthetic biology have been used for de novo synthesis of BMCs. These synthesized BMCs (SBMCs) driven by phase separation adeptly resemble the self-assembly and dynamics of natural BMCs, offering vast potentials in basic and applied research. This review introduces recent progresses in phase separation-induced SBMCs, attempting to elaborate on the intrinsic principles and regulatory methodologies used to construct SBMCs. Furthermore, the scientific applications of SBMCs are illustrated, as indicated by the studies of chromosome structure, pathogenesis, biomanufacturing, artificial cell design, and drug delivery. The controllable SBMCs offer a powerful tool for understanding metabolic regulations, cellular organizations, and disease-associated protein aggregations, raising both opportunities and challenges in the future of biomaterial, biotechnology, and biomedicine.
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Affiliation(s)
- Zhongyue Li
- CAS Key Laboratory of Quantitative Engineering Biology, Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Wei Tan
- CAS Key Laboratory of Quantitative Engineering Biology, Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Guo-Ping Zhao
- CAS Key Laboratory of Quantitative Engineering Biology, Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China; CAS Key Laboratory of Synthetic Biology, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, Shanghai, China; State Key Lab of Genetic Engineering & Institutes of Biomedical Sciences, Department of Microbiology and Microbial Engineering, School of Life Sciences, Fudan University, Shanghai, China
| | - Xiangze Zeng
- Department of Physics, Hong Kong Baptist University, Kowloon Tong, Hong Kong.
| | - Wei Zhao
- CAS Key Laboratory of Quantitative Engineering Biology, Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China.
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21
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Holehouse AS, Alberti S. Molecular determinants of condensate composition. Mol Cell 2025; 85:290-308. [PMID: 39824169 PMCID: PMC11750178 DOI: 10.1016/j.molcel.2024.12.021] [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: 10/10/2024] [Revised: 12/03/2024] [Accepted: 12/20/2024] [Indexed: 01/20/2025]
Abstract
Cells use membraneless compartments to organize their interiors, and recent research has begun to uncover the molecular principles underlying their assembly. Here, we explore how site-specific and chemically specific interactions shape the properties and functions of condensates. Site-specific recruitment involves precise interactions at specific sites driven by partially or fully structured interfaces. In contrast, chemically specific recruitment is driven by complementary chemical interactions without the requirement for a persistent bound-state structure. We propose that site-specific and chemically specific interactions work together to determine the composition of condensates, facilitate biochemical reactions, and regulate enzymatic activities linked to metabolism, signaling, and gene expression. Characterizing the composition of condensates requires novel experimental and computational tools to identify and manipulate the molecular determinants guiding condensate recruitment. Advancing this research will deepen our understanding of how condensates regulate cellular functions, providing valuable insights into cellular physiology and organization.
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Affiliation(s)
- Alex S Holehouse
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, MO, USA; Center for Biomolecular Condensates (CBC), Washington University in St. Louis, St. Louis, MO, USA.
| | - Simon Alberti
- Center for Molecular and Cellular Bioengineering, Biotechnology Center, Technische Universität Dresden, Dresden, Germany.
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22
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Changiarath A, Arya A, Xenidis VA, Padeken J, Stelzl LS. Sequence determinants of protein phase separation and recognition by protein phase-separated condensates through molecular dynamics and active learning. Faraday Discuss 2025; 256:235-254. [PMID: 39319382 DOI: 10.1039/d4fd00099d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/26/2024]
Abstract
Elucidating how protein sequence determines the properties of disordered proteins and their phase-separated condensates is a great challenge in computational chemistry, biology, and biophysics. Quantitative molecular dynamics simulations and derived free energy values can in principle capture how a sequence encodes the chemical and biological properties of a protein. These calculations are, however, computationally demanding, even after reducing the representation by coarse-graining; exploring the large spaces of potentially relevant sequences remains a formidable task. We employ an "active learning" scheme introduced by Yang et al. (bioRxiv, 2022, https://doi.org/10.1101/2022.08.05.502972) to reduce the number of labelled examples needed from simulations, where a neural network-based model suggests the most useful examples for the next training cycle. Applying this Bayesian optimisation framework, we determine properties of protein sequences with coarse-grained molecular dynamics, which enables the network to establish sequence-property relationships for disordered proteins and their self-interactions and their interactions in phase-separated condensates. We show how iterative training with second virial coefficients derived from the simulations of disordered protein sequences leads to a rapid improvement in predicting peptide self-interactions. We employ this Bayesian approach to efficiently search for new sequences that bind to condensates of the disordered C-terminal domain (CTD) of RNA Polymerase II, by simulating molecular recognition of peptides to phase-separated condensates in coarse-grained molecular dynamics. By searching for protein sequences which prefer to self-interact rather than interact with another protein sequence we are able to shape the morphology of protein condensates and design multiphasic protein condensates.
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Affiliation(s)
- Arya Changiarath
- Institute of Physics, Johannes Gutenberg University (JGU) Mainz, Germany
| | - Aayush Arya
- Institute of Physics, Johannes Gutenberg University (JGU) Mainz, Germany
| | | | - Jan Padeken
- Institute of Molecular Biology (IMB) Mainz, Germany
| | - Lukas S Stelzl
- Institute of Molecular Biology (IMB) Mainz, Germany
- Institute of Molecular Physiology, Johannes Gutenberg University (JGU) Mainz, Germany.
- KOMET1, Institute of Physics, Johannes Gutenberg University (JGU) Mainz, Germany
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23
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Wang W, Shi J. Peptides for Liquid-Liquid Phase Separation: An Emerging Biomaterial. Chembiochem 2025; 26:e202400773. [PMID: 39569841 DOI: 10.1002/cbic.202400773] [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: 09/21/2024] [Revised: 11/20/2024] [Accepted: 11/20/2024] [Indexed: 11/22/2024]
Abstract
Liquid-liquid phase separation (LLPS) refers to a spontaneous separation behavior of biomacromolecules under specific physiological conditions, playing a crucial role in regulating various biological processes. Recent advances in synthetic peptides have greatly improved our understanding of peptide-based coacervate droplets and expanded their applications in biomedicine. Numerous peptide sequences have been reported that undergo phase separation, enabling the concentration and sequestration of different guest molecules for purposes such as drug delivery, catalytic performance, and bioanalytical techniques. Particularly, some of these peptides offer significant advantages in controlled drug release, efficient cell transfection, accelerated reaction kinetics, and selective biomarker detection. This review provides an overview of recent developments in peptide-based LLPS, exploring various strategies for designing peptide sequences and their biomedical applications. It also addresses the challenges and future directions for LLPS peptide vehicles as promising biomaterials.
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Affiliation(s)
- Wenjie Wang
- State Key Laboratory of Chemo/Bio-Sensing and Chemometrics, School of Biomedical Sciences, Hunan University, Changsha, Hunan, 410082, China
| | - Junfeng Shi
- State Key Laboratory of Chemo/Bio-Sensing and Chemometrics, School of Biomedical Sciences, Hunan University, Changsha, Hunan, 410082, China
- Shenzhen Research Institute of Hunan University, Shenzhen, 518000, Guangdong Province, China
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24
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López
Barreiro D, Houben K, Schouten O, Koenderink GH, Thies JC, Sagt CMJ. Order-Disorder Balance in Silk-Elastin-like Polypeptides Determines Their Self-Assembly into Hydrogel Networks. ACS APPLIED MATERIALS & INTERFACES 2025; 17:650-662. [PMID: 39681513 PMCID: PMC11783522 DOI: 10.1021/acsami.4c17903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Revised: 12/02/2024] [Accepted: 12/10/2024] [Indexed: 12/18/2024]
Abstract
The biofabrication of recombinant structural proteins with a range of mechanical or structural features usually relies on the generation of protein libraries displaying variations in terms of amino acid composition, block structure, molecular weight, or physical/chemical cross-linking sites. This approach, while highly successful in generating a wealth of knowledge regarding the links between design features and material properties, has some inherent limitations related to its low throughput. This slows down the pace of the development of de novo recombinant structural proteins. Here, we propose an approach to tune the viscoelastic properties of temperature-responsive hydrogels made of silk-elastin-like polypeptides (SELPs) without modifying their sequence. To do so, we subject purified SELPs to two different postprocessing methods─water annealing or EtOH annealing─that alter the topology of highly disordered SELP networks via the formation of ordered intermolecular β-sheet physical cross-links. Combining different analytical techniques, we connect the order/disorder balance in SELPs with their gelling behavior. Furthermore, we show that introducing a functional block (in this case, a biomineralizing peptide) in the sequence of SELPs can disrupt its self-assembly and that such disruption can only be overcome by EtOH annealing. Our results suggest that postprocessing of as-purified SELPs might be a simple approach to tune the self-assembly of SELPs into biomaterials with bespoke viscoelastic properties beyond the traditional approach of developing SELP libraries via genetic engineering.
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Affiliation(s)
- Diego López
Barreiro
- Manufacturing
Futures Lab, Department of Chemical Engineering, University College London, London WC1E 7JE, United Kingdom
- Centre for
Nature-Inspired Engineering, Department of Chemical Engineering, University College London, London WC1E 7JE, United Kingdom
- dsm-firmenich
Science & Research, Biotechnology, Alexander Fleminglaan 1, Delft 2613 AX, The Netherlands
| | - Klaartje Houben
- dsm-firmenich
Science & Research, Analytical Sciences, Alexander Fleminglaan 1, Delft 2613 AX, The Netherlands
| | - Olaf Schouten
- dsm-firmenich
Science & Research, Analytical Sciences, Alexander Fleminglaan 1, Delft 2613 AX, The Netherlands
| | - Gijsje H. Koenderink
- Department
of Bionanoscience, Kavli Institute of Nanoscience Delft, Delft University of Technology, Van der Maasweg 9, Delft 2629 HZ, The Netherlands
| | - Jens C. Thies
- DSM Biomedical, Urmonderbaan 22, Geleen 6160 BB, The Netherlands
| | - Cees M. J. Sagt
- dsm-firmenich
Science & Research, Biotechnology, Alexander Fleminglaan 1, Delft 2613 AX, The Netherlands
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25
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Huang X, Yang Y, Xu C. Biomolecular condensation programs floral transition to orchestrate flowering time and inflorescence architecture. THE NEW PHYTOLOGIST 2025; 245:88-94. [PMID: 39425452 DOI: 10.1111/nph.20204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Accepted: 09/11/2024] [Indexed: 10/21/2024]
Abstract
Biomolecular condensation involves the concentration of biomolecules (DNA, RNA, proteins) into compartments to form membraneless organelles or condensates with unique properties and functions. This ubiquitous phenomenon has garnered considerable attention in recent years owing to its multifaceted roles in developmental processes and responses to environmental cues in living systems. Recent studies have revealed that biomolecular condensation plays essential roles in regulating the transition of plants from vegetative to reproductive growth, a programmed process known as floral transition that determines flowering time and inflorescence architecture in flowering plants. In this Tansley insight, we review advances in how biomolecular condensation integrates developmental and environmental signals to program and reprogram the floral transition thus diversifies flowering time and inflorescence architecture.
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Affiliation(s)
- Xiaozhen Huang
- Key Laboratory of Seed Innovation, Institute of Genetics and Developmental Biology, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Beijing, 100101, China
- CAS-JIC Centre of Excellence for Plant and Microbial Science (CEPAMS), Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Yongfang Yang
- Key Laboratory of Seed Innovation, Institute of Genetics and Developmental Biology, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Beijing, 100101, China
- CAS-JIC Centre of Excellence for Plant and Microbial Science (CEPAMS), Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Cao Xu
- Key Laboratory of Seed Innovation, Institute of Genetics and Developmental Biology, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Beijing, 100101, China
- CAS-JIC Centre of Excellence for Plant and Microbial Science (CEPAMS), Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
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26
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Acosta S, Rodríguez‐Alonso P, Chaskovska V, Fernández‐Fernández J, Rodríguez‐Cabello JC. Spontaneous Self-Organized Order Emerging From Intrinsically Disordered Protein Polymers. WILEY INTERDISCIPLINARY REVIEWS. NANOMEDICINE AND NANOBIOTECHNOLOGY 2025; 17:e70003. [PMID: 39950263 PMCID: PMC11826379 DOI: 10.1002/wnan.70003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2024] [Revised: 09/24/2024] [Accepted: 12/10/2024] [Indexed: 02/16/2025]
Abstract
Intrinsically disordered proteins (IDPs) are proteins that, despite lacking a defined 3D structure, are capable of adopting dynamic conformations. This structural adaptability allows them to play not only essential roles in crucial cellular processes, such as subcellular organization or transcriptional control, but also in coordinating the assembly of macromolecules during different stages of development. Thus, in order to artificially replicate the complex processes of morphogenesis and their dynamics, it is crucial to have materials that recapitulate the structural plasticity of IDPs. In this regard, intrinsically disordered protein polymers (IDPPs) emerge as promising materials for engineering synthetic condensates and creating hierarchically self-assembled materials. IDPPs exhibit remarkable properties for their use in biofabrication, such as functional versatility, tunable sequence order-disorder, and the ability to undergo liquid-liquid phase separation (LLPS). Recent research has focused on harnessing the intrinsic disorder of IDPPs to design complex protein architectures with tailored properties. Taking advantage of their stimuli-responsiveness and degree of disorder, researchers have developed innovative strategies to control the self-assembly of IDPPs, resulting in the creation of hierarchically organized structures and intricate morphologies. In this review, we aim to provide an overview of the latest advances in the design and application of IDPP-based materials, shedding light on the fundamental principles that control their supramolecular assembly, and discussing their application in the biomedical and nanobiotechnological fields.
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Affiliation(s)
- Sergio Acosta
- Bioforge Lab (Group for Advanced Materials and Nanobiotechnology), Laboratory for Disruptive Interdisciplinary Science (LaDIS), CIBER‐BBN, Edificio LUCIA, Universidad de ValladolidValladolidSpain
| | - Pablo Rodríguez‐Alonso
- Bioforge Lab (Group for Advanced Materials and Nanobiotechnology), Laboratory for Disruptive Interdisciplinary Science (LaDIS), CIBER‐BBN, Edificio LUCIA, Universidad de ValladolidValladolidSpain
- Technical Proteins Nanobiotechnology S.L.ValladolidSpain
| | - Viktoriya Chaskovska
- Bioforge Lab (Group for Advanced Materials and Nanobiotechnology), Laboratory for Disruptive Interdisciplinary Science (LaDIS), CIBER‐BBN, Edificio LUCIA, Universidad de ValladolidValladolidSpain
| | - Julio Fernández‐Fernández
- Bioforge Lab (Group for Advanced Materials and Nanobiotechnology), Laboratory for Disruptive Interdisciplinary Science (LaDIS), CIBER‐BBN, Edificio LUCIA, Universidad de ValladolidValladolidSpain
| | - José Carlos Rodríguez‐Cabello
- Bioforge Lab (Group for Advanced Materials and Nanobiotechnology), Laboratory for Disruptive Interdisciplinary Science (LaDIS), CIBER‐BBN, Edificio LUCIA, Universidad de ValladolidValladolidSpain
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27
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Rekhi S, Mittal J. Amino Acid Transfer Free Energies Reveal Thermodynamic Driving Forces in Biomolecular Condensate Formation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.12.01.625774. [PMID: 39677697 PMCID: PMC11642748 DOI: 10.1101/2024.12.01.625774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/17/2024]
Abstract
The self-assembly of intrinsically disordered proteins into biomolecular condensates shows a dependence on the primary sequence of the protein, leading to sequence-dependent phase separation. Methods to investigate this sequence-dependent phase separation rely on effective residue-level interaction potentials that quantify the propensity for the residues to remain in the dilute phase versus the dense phase. The most direct measure of these effective potentials are the distribution coefficients of the different amino acids between the two phases, but due to the lack of availability of these coefficients, proxies, most notably hydropathy, have been used. However, recent work has demonstrated the limitations of the assumption of hydropathy-driven phase separation. In this work, we address this fundamental gap by calculating the transfer free energies associated with transferring each amino acid side chain analog from the dilute phase to the dense phase of a model biomolecular condensate. We uncover an interplay between favorable protein-mediated and unfavorable water-mediated contributions to the overall free energies of transfer. We further uncover an asymmetry between the contributions of positive and negative charges in the driving forces for condensate formation. The results presented in this work provide an explanation for several non-trivial trends observed in the literature and will aid in the interpretation of experiments aimed at elucidating the sequence-dependent driving forces underlying the formation of biomolecular condensates.
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Affiliation(s)
- Shiv Rekhi
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Jeetain Mittal
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX 77843, USA
- Department of Chemistry, Texas A&M University, College Station, TX 77843, USA
- Interdisciplinary Graduate Program in Genetics and Genomics, Texas A&M University, College Station, TX 77843, USA
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28
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Wan L, Ke J, Zhu Y, Zhang W, Mu W. Recent advances in engineering synthetic biomolecular condensates. Biotechnol Adv 2024; 77:108452. [PMID: 39271032 DOI: 10.1016/j.biotechadv.2024.108452] [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] [Received: 04/12/2024] [Revised: 09/08/2024] [Accepted: 09/09/2024] [Indexed: 09/15/2024]
Abstract
Biomolecular condensates are intriguing entities found within living cells. These structures possess the ability to selectively concentrate specific components through phase separation, thereby playing a crucial role in the spatiotemporal regulation of a wide range of cellular processes and metabolic activities. To date, extensive studies have been dedicated to unraveling the intricate connections between molecular features, physical properties, and cellular functions of condensates. This collective effort has paved the way for deliberate engineering of tailor-made condensates with specific applications. In this review, we comprehensively examine the underpinnings governing condensate formation. Next, we summarize the material states of condensates and delve into the design of synthetic intrinsically disordered proteins with tunable phase behaviors and physical properties. Subsequently, we review the diverse biological functions demonstrated by synthetic biomolecular condensates, encompassing gene regulation, cellular behaviors, modulation of biochemical reactions, and manipulation of endogenous protein activities. Lastly, we discuss future challenges and opportunities in constructing synthetic condensates with tunable physical properties and customized cellular functions, which may shed light on the development of new types of sophisticated condensate systems with distinct functions applicable to various scenarios.
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Affiliation(s)
- Li Wan
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Juntao Ke
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Yingying Zhu
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Wenli Zhang
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Wanmeng Mu
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu 214122, China.
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29
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Lin Q, Peng C, Yu K, Lin Y, Xu Y, Li L, Ni H, Chen F. The mining of thermostable β-glucosidase for tea aroma enhancement under brewing conditions. Food Chem 2024; 460:140624. [PMID: 39089040 DOI: 10.1016/j.foodchem.2024.140624] [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] [Received: 06/02/2024] [Revised: 07/15/2024] [Accepted: 07/23/2024] [Indexed: 08/03/2024]
Abstract
The β-glucosidases known to improve tea aroma are all mesothermal enzymes, limiting their use under brewing conditions. Based on the properties analysis and molecular docking, the thermostable β-glucosidase (TPG) from Thermotoga petrophlia showed potential to enhance tea aroma. Treatment by recombinant TPG at 90 °C, the floral, sweet and grassy notes of instant Oolong tea were increased, while the roasted, caramel and woody notes were decreased. The improved floral, sweet and grassy notes were related to increase releasing of benzyl alcohol (floral), geraniol (floral), (Z)-3-hexen-1-ol (grassy), benzaldehyde (sweet) and 1-hexanol (grassy) by TPG hydrolyzing of (Z)-3-hexenyl-β-D-glucopyranoside, hexanyl-β-D-glucopyranoside (HGP), benzyl-β-D-glucopyranoside, prunasin and geranyl-β-D-glucopyranoside (GGP), respectively. Although the catalytic efficiency of TGP to GGP was about twice that to HGP, HPG was more competitive than GGP when they mixed. Combined with microstructure analysis, the structure-function relationship of TPG-influencing tea aroma were understood. This study provided the method of how to mining new function of characterized β-glucosidases, as well as a theoretical basis for the development of new tea products.
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Affiliation(s)
- Qi Lin
- College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, China
| | - Cheng Peng
- College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, China
| | - Kunpeng Yu
- College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, China
| | - Yanling Lin
- College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, China
| | - Yongquan Xu
- Tea Research Institute Chinese Academy of Agricultural Sciences, 9 South Meiling Road, Hangzhou 310008, China
| | - Lijun Li
- College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, China; Key Laboratory of Food Microbiology and Enzyme Engineering Technology of Fujian Province, Xiamen 361021, China; Enterprise Key Laboratory of Beverage Plant Extraction Technology of Fujian Province, Zhangzhou, 363005, China.
| | - Hui Ni
- College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, China; Key Laboratory of Food Microbiology and Enzyme Engineering Technology of Fujian Province, Xiamen 361021, China; Enterprise Key Laboratory of Beverage Plant Extraction Technology of Fujian Province, Zhangzhou, 363005, China; Xiamen Ocean Vocational College, Xiamen 361021, China
| | - Feng Chen
- Department of Food, Nutrition and Packaging Sciences, Clemson University, Clemson, SC 29634, USA
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30
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Wu S, Luo L, Luo H, Qiao L, Chen H, Li M, Pei X, Xie T, Wang A, Sheldon RA. Combining Protein Phase Separation and Bio-orthogonal Linking to Coimmobilize Enzymes for Cascade Biocatalysis. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2024; 20:e2404018. [PMID: 39133083 DOI: 10.1002/smll.202404018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 06/28/2024] [Indexed: 08/13/2024]
Abstract
The designed and ordered co-immobilization of multiple enzymes for vectorial biocatalysis is challenging. Here, a combination of protein phase separation and bioorthogonal linking is used to generate a zeolitic imidazole framework (ZIF-8) containing co-immobilized enzymes. Zn2+ ions induce the clustering of minimal protein modules, such as 6-His tag, proline-rich motif (PRM) and SRC homology 3 (SH3) domains, and allow for phase separation of the coupled aldoketoreductase (AKR) and alcohol dehydrogenase (ADH) at low concentrations. This is achieved by fusing SpyCatcher and PRM-SH3-6His peptide fragments to the C and N termini of AKR, respectively, and the SpyTag to ADH. Addition of 2-methylimidazole results in droplet formation and enables in situ spatial embedding the recombinant AKR and ADH to generate the cascade biocalysis system encapsulated in ZIF-8 (AAE@ZIF). In synthesizing (S)-1-(2-chlorophenyl) ethanol, ater 6 cycles, the yield can still reach 91%, with 99.99% enantiomeric excess (ee) value for each cycle. However, the yield could only reach 72.9% when traditionally encapsulated AKR and ADH in ZIF-8 are used. Thus, this work demonstrates that a combination of protein phase separation and bio-orthogonal linking enables the in situ creation of a stable and spatially organized bi-enzyme system with enhanced channeling effects in ZIF-8.
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Affiliation(s)
- Shujiao Wu
- School of Pharmacy, Hangzhou Normal University, China, Hangzhou, Zhejiang, 311121, China
| | - Lingling Luo
- School of Pharmacy, Hangzhou Normal University, China, Hangzhou, Zhejiang, 311121, China
| | - Houtian Luo
- School of Pharmacy, Hangzhou Normal University, China, Hangzhou, Zhejiang, 311121, China
| | - Li Qiao
- College of Materials Chemistry and Chemical Engineering, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
| | - Haomin Chen
- College of Materials Chemistry and Chemical Engineering, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
| | - Mijun Li
- School of Pharmacy, Hangzhou Normal University, China, Hangzhou, Zhejiang, 311121, China
| | - Xiaolin Pei
- College of Materials Chemistry and Chemical Engineering, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
| | - Tian Xie
- School of Pharmacy, Hangzhou Normal University, China, Hangzhou, Zhejiang, 311121, China
| | - Anming Wang
- College of Materials Chemistry and Chemical Engineering, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
| | - Roger A Sheldon
- Molecular Sciences Institute, School of Chemistry, University of the Witwatersrand, Johannesburg, PO Wits. 2050, South Africa
- Department of Biotechnology, Section BOC, Delft University of Technology, van der Maasweg 9, Delft, 2629 HZ, The Netherlands
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31
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Zhu YJ, Huang SC, Xia XX, Qian ZG. Noncanonical Amino Acid Incorporation Modulates Condensate States of Intrinsically Disordered Proteins in Escherichia coli Cells. Biomacromolecules 2024; 25:7191-7201. [PMID: 39390911 DOI: 10.1021/acs.biomac.4c00864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/12/2024]
Abstract
Biomolecular condensates are distinct subcellular structures with on-demand material states and dynamics in living cells. However, strategies for modulating their material states and physicochemical properties are lacking. Here, we report a chemical strategy for modulating the condensate states of intrinsically disordered proteins in bacterial Escherichia coli cells. This is achieved by noncanonical amino acid (DOPA) incorporation into model resilin-like proteins (RLPs) to endow autonomous oxidative and coordinative cross-linking mechanisms. Biogenesis of spherical gel-like condensates is achieved upon heterologous expression of the DOPA-incorporated RLP in the cells at 30 °C. We reveal that liquid-liquid phase separation underlies the formation of liquid condensates, and this liquid-like state is metastable and its dynamics is compromised by the oxidative and coordinative cross-linkings that ultimately drive the liquid-to-gel transition. Therefore, this study has deepened our understanding of biomolecular condensation and offers a new chemical strategy to expand the landscape of condensation phenotypes of living cells.
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Affiliation(s)
- Ya-Jiao Zhu
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, and School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, People's Republic of China
| | - Sheng-Chen Huang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, and School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, People's Republic of China
| | - Xiao-Xia Xia
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, and School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, People's Republic of China
| | - Zhi-Gang Qian
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, and School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, People's Republic of China
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Zhang R, Yang W, Zhang R, Rijal S, Youssef A, Zheng W, Tian XJ. Phase Separation to Resolve Growth-Related Circuit Failures. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.01.621586. [PMID: 39554057 PMCID: PMC11565989 DOI: 10.1101/2024.11.01.621586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/19/2024]
Abstract
Fluctuations in host cell growth poses a significant challenge to synthetic gene circuits, often disrupting circuit function. Existing solutions typically rely on circuit redesign with alternative topologies or additional control elements, yet a broadly applicable approach remains elusive. Here, we introduce a new strategy based on liquid-liquid phase separation (LLPS) to stabilize circuit performance. By engineering a self-activating circuit with transcription factors (TF) fused to an intrinsically disordered region (IDR), we enable the formation of TF condensates at the promoter region, maintaining local TF concentration despite growth-mediated dilution. This condensate formation preserves bistable memory in the self-activating circuit, demonstrating that phase separation can robustly counteract growth fluctuations, offering a novel design principle for resilient synthetic circuits.
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Liu Y, Gilchrist AE, Heilshorn SC. Engineered Protein Hydrogels as Biomimetic Cellular Scaffolds. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024; 36:e2407794. [PMID: 39233559 PMCID: PMC11573243 DOI: 10.1002/adma.202407794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 08/01/2024] [Indexed: 09/06/2024]
Abstract
The biochemical and biophysical properties of the extracellular matrix (ECM) play a pivotal role in regulating cellular behaviors such as proliferation, migration, and differentiation. Engineered protein-based hydrogels, with highly tunable multifunctional properties, have the potential to replicate key features of the native ECM. Formed by self-assembly or crosslinking, engineered protein-based hydrogels can induce a range of cell behaviors through bioactive and functional domains incorporated into the polymer backbone. Using recombinant techniques, the amino acid sequence of the protein backbone can be designed with precise control over the chain-length, folded structure, and cell-interaction sites. In this review, the modular design of engineered protein-based hydrogels from both a molecular- and network-level perspective are discussed, and summarize recent progress and case studies to highlight the diverse strategies used to construct biomimetic scaffolds. This review focuses on amino acid sequences that form structural blocks, bioactive blocks, and stimuli-responsive blocks designed into the protein backbone for highly precise and tunable control of scaffold properties. Both physical and chemical methods to stabilize dynamic protein networks with defined structure and bioactivity for cell culture applications are discussed. Finally, a discussion of future directions of engineered protein-based hydrogels as biomimetic cellular scaffolds is concluded.
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Affiliation(s)
- Yueming Liu
- Department of Materials Science & Engineering, Stanford University, Stanford, CA, 94305, USA
| | - Aidan E Gilchrist
- Department of Biomedical Engineering, University of California, Davis 451 Health Sciences Dr, GBSF 3315, Davis, CA, 95616, USA
| | - Sarah C Heilshorn
- Department of Materials Science & Engineering, 476 Lomita Mall, McCullough Room 246, Stanford, CA, 94305, USA
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Sun Y, Hsieh T, Lin C, Shao W, Lin Y, Huang J. A Few Charged Residues in Galectin-3's Folded and Disordered Regions Regulate Phase Separation. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2402570. [PMID: 39248370 PMCID: PMC11538691 DOI: 10.1002/advs.202402570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 07/25/2024] [Indexed: 09/10/2024]
Abstract
Proteins with intrinsically disordered regions (IDRs) often undergo phase separation to control their functions spatiotemporally. Changing the pH alters the protonation levels of charged sidechains, which in turn affects the attractive or repulsive force for phase separation. In a cell, the rupture of membrane-bound compartments, such as lysosomes, creates an abrupt change in pH. However, how proteins' phase separation reacts to different pH environments remains largely unexplored. Here, using extensive mutagenesis, NMR spectroscopy, and biophysical techniques, it is shown that the assembly of galectin-3, a widely studied lysosomal damage marker, is driven by cation-π interactions between positively charged residues in its folded domain with aromatic residues in the IDR in addition to π-π interaction between IDRs. It is also found that the sole two negatively charged residues in its IDR sense pH changes for tuning the condensation tendency. Also, these two residues may prevent this prion-like IDR domain from forming rapid and extensive aggregates. These results demonstrate how cation-π, π-π, and electrostatic interactions can regulate protein condensation between disordered and structured domains and highlight the importance of sparse negatively charged residues in prion-like IDRs.
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Affiliation(s)
- Yung‐Chen Sun
- Institute of Biochemistry and Molecular BiologyNational Yang Ming Chiao Tung UniversityNo. 155, Sec. 2, Linong St.Taipei112304Taiwan
- Taiwan International Graduate Program in Molecular MedicineNational Yang Ming Chiao Tung University and Academia SinicaTaipeiTaiwan
| | - Tsung‐Lun Hsieh
- Institute of Biochemistry and Molecular BiologyNational Yang Ming Chiao Tung UniversityNo. 155, Sec. 2, Linong St.Taipei112304Taiwan
| | - Chia‐I Lin
- Institute of Biochemistry and Molecular BiologyNational Yang Ming Chiao Tung UniversityNo. 155, Sec. 2, Linong St.Taipei112304Taiwan
| | - Wan‐Yu Shao
- Department of Life Sciences and Institute of Genome SciencesNational Yang Ming Chiao Tung UniversityNo. 155, Sec. 2, Linong St.Taipei112304Taiwan
| | - Yu‐Hao Lin
- Institute of Biochemistry and Molecular BiologyNational Yang Ming Chiao Tung UniversityNo. 155, Sec. 2, Linong St.Taipei112304Taiwan
- Taiwan International Graduate Program in Molecular MedicineNational Yang Ming Chiao Tung University and Academia SinicaTaipeiTaiwan
| | - Jie‐rong Huang
- Institute of Biochemistry and Molecular BiologyNational Yang Ming Chiao Tung UniversityNo. 155, Sec. 2, Linong St.Taipei112304Taiwan
- Department of Life Sciences and Institute of Genome SciencesNational Yang Ming Chiao Tung UniversityNo. 155, Sec. 2, Linong St.Taipei112304Taiwan
- Institute of Biomedical InformaticsNational Yang Ming Chiao Tung UniversityNo. 155, Sec. 2, Linong St.Taipei112304Taiwan
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Koja Y, Arakawa T, Yoritaka Y, Joshima Y, Kobayashi H, Toda K, Takeda S. Basic design of artificial membrane-less organelles using condensation-prone proteins in plant cells. Commun Biol 2024; 7:1396. [PMID: 39462114 PMCID: PMC11514006 DOI: 10.1038/s42003-024-07102-8] [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: 07/14/2023] [Accepted: 10/18/2024] [Indexed: 10/28/2024] Open
Abstract
Membrane-less organelles, formed by the condensation of biomolecules, play a pivotal role in eukaryotes. Artificial membrane-less organelles and condensates are effective tools for the creation of new cellular functions. However, it is poorly understood how to control the properties that affect condensate function, particularly in plants. Here, we report the construction of model artificial condensates using the condensation-prone proteins OsJAZ2 and AtFCA in a transient assay using rice (Oryza sativa) cells, and how condensate properties, such as subcellular localization, protein mobility, and size can be altered. We showed that proteins of interest can be recruited to condensates using nanobodies or chemically induced dimerization. Furthermore, by combining two types of condensation-prone proteins, we demonstrated that artificial hybrid condensates with heterogeneous material properties could be constructed. Finally, we showed that modified artificial condensates can be constructed in transgenic Arabidopsis thaliana plants. These results provide a framework for the basic design of synthetic membrane-less organelles in plants.
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Affiliation(s)
- Yoshito Koja
- Graduate School of Bioagricultural Sciences, Nagoya University, Nagoya, Japan
| | - Takuya Arakawa
- Graduate School of Bioagricultural Sciences, Nagoya University, Nagoya, Japan
| | - Yusuke Yoritaka
- Graduate School of Bioagricultural Sciences, Nagoya University, Nagoya, Japan
| | - Yu Joshima
- Graduate School of Bioagricultural Sciences, Nagoya University, Nagoya, Japan
- Bioscience and Biotechnology Center, Nagoya University, Nagoya, Japan
| | - Hazuki Kobayashi
- Graduate School of Bioagricultural Sciences, Nagoya University, Nagoya, Japan
| | - Kenta Toda
- Graduate School of Bioagricultural Sciences, Nagoya University, Nagoya, Japan
| | - Shin Takeda
- Graduate School of Bioagricultural Sciences, Nagoya University, Nagoya, Japan.
- Bioscience and Biotechnology Center, Nagoya University, Nagoya, Japan.
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36
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Chemla Y, Kaufman F, Amiram M, Alfonta L. Expanding the Genetic Code of Bioelectrocatalysis and Biomaterials. Chem Rev 2024; 124:11187-11241. [PMID: 39377473 DOI: 10.1021/acs.chemrev.4c00077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/09/2024]
Abstract
Genetic code expansion is a promising genetic engineering technology that incorporates noncanonical amino acids into proteins alongside the natural set of 20 amino acids. This enables the precise encoding of non-natural chemical groups in proteins. This review focuses on the applications of genetic code expansion in bioelectrocatalysis and biomaterials. In bioelectrocatalysis, this technique enhances the efficiency and selectivity of bioelectrocatalysts for use in sensors, biofuel cells, and enzymatic electrodes. In biomaterials, incorporating non-natural chemical groups into protein-based polymers facilitates the modification, fine-tuning, or the engineering of new biomaterial properties. The review provides an overview of relevant technologies, discusses applications, and highlights achievements, challenges, and prospects in these fields.
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Ölçücü G, Wollenhaupt B, Kohlheyer D, Jaeger KE, Krauss U. Magnetic protein aggregates generated by supramolecular assembly of ferritin cages - a modular strategy for the immobilization of enzymes. Front Bioeng Biotechnol 2024; 12:1478198. [PMID: 39512655 PMCID: PMC11541948 DOI: 10.3389/fbioe.2024.1478198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Accepted: 10/09/2024] [Indexed: 11/15/2024] Open
Abstract
Introduction Efficient and cost-effective immobilization methods are crucial for advancing the utilization of enzymes in industrial biocatalysis. To this end, in vivo immobilization methods relying on the completely biological production of immobilizates represent an interesting alternative to conventional carrier-based immobilization methods. This study aimed to introduce a novel immobilization strategy using in vivo-produced magnetic protein aggregates (MPAs). Methods MPA production was achieved by expressing gene fusions of the yellow fluorescent protein variant citrine and ferritin variants, including a magnetically enhanced Escherichia coli ferritin mutant. Cellular production of the gene fusions allows supramolecular assembly of the fusion proteins in vivo, driven by citrine-dependent dimerization of ferritin cages. Magnetic properties were confirmed using neodymium magnets. A bait/prey strategy was used to attach alcohol dehydrogenase (ADH) to the MPAs, creating catalytically active MPAs (CatMPAs). These CatMPAs were purified via magnetic columns or centrifugation. Results The fusion of the mutant E. coli ferritin to citrine yielded fluorescent, insoluble protein aggregates, which are released upon cell lysis and coalesce into MPAs. MPAs display magnetic properties, as verified by their attraction to neodymium magnets. We further show that these fully in vivo-produced protein aggregates can be magnetically purified without ex vivo iron loading. Using a bait/prey strategy, MPAs were functionalized by attaching alcohol dehydrogenase post-translationally, creating catalytically active magnetic protein aggregates (CatMPAs). These CatMPAs were easily purified from crude extracts via centrifugation or magnetic columns and showed enhanced stability. Discussion This study presents a modular strategy for the in vivo production of MPAs as scaffold for enzyme immobilization. The approach eliminates the need for traditional, expensive carriers and simplifies the purification process by leveraging the insoluble nature and the magnetic properties of the aggregates, opening up the potential for novel, streamlined applications in biocatalysis.
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Affiliation(s)
- Gizem Ölçücü
- Institute of Bio- and Geosciences IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, Jülich, Germany
- Institute of Molecular Enzyme Technology, Heinrich Heine University Düsseldorf, Forschungszentrum Jülich GmbH, Jülich, Germany
| | - Bastian Wollenhaupt
- Institute of Bio- and Geosciences IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, Jülich, Germany
| | - Dietrich Kohlheyer
- Institute of Bio- and Geosciences IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, Jülich, Germany
| | - Karl-Erich Jaeger
- Institute of Bio- and Geosciences IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, Jülich, Germany
- Institute of Molecular Enzyme Technology, Heinrich Heine University Düsseldorf, Forschungszentrum Jülich GmbH, Jülich, Germany
| | - Ulrich Krauss
- Institute of Bio- and Geosciences IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, Jülich, Germany
- Institute of Molecular Enzyme Technology, Heinrich Heine University Düsseldorf, Forschungszentrum Jülich GmbH, Jülich, Germany
- Department of Biochemistry, University of Bayreuth, Bayreuth, Germany
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Dai Y, Zhou Z, Yu W, Ma Y, Kim K, Rivera N, Mohammed J, Lantelme E, Hsu-Kim H, Chilkoti A, You L. Biomolecular condensates regulate cellular electrochemical equilibria. Cell 2024; 187:5951-5966.e18. [PMID: 39260373 PMCID: PMC11490381 DOI: 10.1016/j.cell.2024.08.018] [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: 10/20/2023] [Revised: 05/22/2024] [Accepted: 08/09/2024] [Indexed: 09/13/2024]
Abstract
Control of the electrochemical environment in living cells is typically attributed to ion channels. Here, we show that the formation of biomolecular condensates can modulate the electrochemical environment in bacterial cells, which affects cellular processes globally. Condensate formation generates an electric potential gradient, which directly affects the electrochemical properties of a cell, including cytoplasmic pH and membrane potential. Condensate formation also amplifies cell-cell variability of their electrochemical properties due to passive environmental effect. The modulation of the electrochemical equilibria further controls cell-environment interactions, thus directly influencing bacterial survival under antibiotic stress. The condensate-mediated shift in intracellular electrochemical equilibria drives a change of the global gene expression profile. Our work reveals the biochemical functions of condensates, which extend beyond the functions of biomolecules driving and participating in condensate formation, and uncovers a role of condensates in regulating global cellular physiology.
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Affiliation(s)
- Yifan Dai
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA; Department of Biomedical Engineering and Center for Biomolecular Condensates, Washington University in St. Louis, Saint Louis, MO 63130, USA
| | - Zhengqing Zhou
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA
| | - Wen Yu
- Department of Biomedical Engineering and Center for Biomolecular Condensates, Washington University in St. Louis, Saint Louis, MO 63130, USA
| | - Yuefeng Ma
- Department of Biomedical Engineering and Center for Biomolecular Condensates, Washington University in St. Louis, Saint Louis, MO 63130, USA
| | - Kyeri Kim
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA
| | - Nelson Rivera
- Department of Civil and Environmental Engineering, Duke University, Durham, NC 27708, USA
| | - Javid Mohammed
- Department of Immunology, Duke University, Durham, NC 27705, USA
| | - Erica Lantelme
- Department of Pathology and Immunology, Washington University in St. Louis, Saint Louis, MO 63110, USA
| | - Heileen Hsu-Kim
- Department of Civil and Environmental Engineering, Duke University, Durham, NC 27708, USA
| | - Ashutosh Chilkoti
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA; Department of Immunology, Duke University, Durham, NC 27705, USA.
| | - Lingchong You
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA; Department of Immunology, Duke University, Durham, NC 27705, USA; Center for Quantitative Biodesign, Duke University, Durham, NC 27708, USA; Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC 27710, USA.
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Chai L, Zaburdaev V, Kolter R. How bacteria actively use passive physics to make biofilms. Proc Natl Acad Sci U S A 2024; 121:e2403842121. [PMID: 39264745 PMCID: PMC11459164 DOI: 10.1073/pnas.2403842121] [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] [Indexed: 09/14/2024] Open
Abstract
Modern molecular microbiology elucidates the organizational principles of bacterial biofilms via detailed examination of the interplay between signaling and gene regulation. A complementary biophysical approach studies the mesoscopic dependencies at the cellular and multicellular levels with a distinct focus on intercellular forces and mechanical properties of whole biofilms. Here, motivated by recent advances in biofilm research and in other, seemingly unrelated fields of biology and physics, we propose a perspective that links the biofilm, a dynamic multicellular organism, with the physical processes occurring in the extracellular milieu. Using Bacillus subtilis as an illustrative model organism, we specifically demonstrate how such a rationale explains biofilm architecture, differentiation, communication, and stress responses such as desiccation tolerance, metabolism, and physiology across multiple scales-from matrix proteins and polysaccharides to macroscopic wrinkles and water-filled channels.
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Affiliation(s)
- Liraz Chai
- Institute of Chemistry, Hebrew University of Jerusalem, Jerusalem9190401, Israel
- The Harvey M. Krueger Family Center for Nanoscience and Nanotechnology, The Hebrew University of Jerusalem, Jerusalem9190401, Israel
- Max Planck Queensland Centre, Queensland University of Technology, Brisbane, QLD4000, Australia
| | - Vasily Zaburdaev
- Department of Biology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen91058, Germany
- Max-Planck-Zentrum für Physik und Medizin, Erlangen91058, Germany
| | - Roberto Kolter
- Department of Microbiology, Harvard Medical School, Boston, MA02115
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40
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Biswas S, Potoyan DA. Decoding Biomolecular Condensate Dynamics: An Energy Landscape Approach. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.24.614805. [PMID: 39386612 PMCID: PMC11463539 DOI: 10.1101/2024.09.24.614805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/12/2024]
Abstract
A significant fraction of eukaryotic proteins contain low-complexity sequence elements with unknown functions. Many of these sequences are prone to form biomolecular condensates with unique material and dynamic properties. Mutations in low-complexity regions often result in abnormal phase transitions into pathological solid-like states. Therefore, understanding how the low-complexity sequence patterns encode the material properties of condensates is crucial for uncovering the cellular functions and evolutionary forces behind the emergence of low-complexity regions in proteins. In this work, we employ an alphabet-free energy landscape framework of the stickers and spacers to dissect how the low complexity patterns of proteins encode the material properties of condensates. We find a broad phase diagram of material properties determined by distinct energy landscape features, showing that periodic repeat motifs promote elastic-dominated while random sequences are viscous-dominated properties. We find that a certain degree of sticker periodicity is necessary to maintain the fluidity of condensates, preventing them from forming glassy or solid-like states. Finally, we show that the energy landscape framework captures viscoelastic trends seen in the recent experiments on prion domains and makes predictions for systematic variation of protein condensate viscoelasticity via altering the periodicity and strength of sticker motifs. TOC Graphic
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41
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Wan L, Ke J, Zhu Y, Zhang W, Mu W. Intracellular Construction of Organelle-like Compartments Facilitates Metabolic Flux in Escherichia coli. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:20582-20591. [PMID: 39230507 DOI: 10.1021/acs.jafc.4c06895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2024]
Abstract
The formation of well-designed synthetic compartments or membraneless organelles for applications in synthetic biology and cellular engineering has aroused enormous interest. However, establishing stable and robust intracellular compartments in bacteria remains a challenge. Here, we use the structured DIX domains derived from Wnt signaling pathway components, more specifically, Dvl2 and Axin1, as building blocks to generate intracellular synthetic compartments in Escherichia coli. Moreover, the aggregation behaviors and physical properties of the DIX-based compartments can be tailored by genetically embedding a specific dimeric domain into the DIX domains. Then, a pair of interacting motifs, consisting of the aforementioned dimeric domain and its corresponding binding ligand, was incorporated to modify the client recruitment pattern of the synthetic compartments. As a proof of concept, the human milk oligosaccharide lacto-N-tetraose (LNT) biosynthesis pathway was selected as a model metabolic pathway. The fermentation results demonstrated that the co-compartmentalization of sequential pathway enzymes into intracellular compartments created by DIX domain, or by the DIX domain in conjunction with interacting motifs, prominently enhanced the metabolic flux and increased LNT production. These synthetic protein compartments may provide a feasible and effective tool to develop versatile organelle-like compartments in bacteria for applications in cellular engineering and synthetic biology.
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Affiliation(s)
- Li Wan
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Juntao Ke
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Yingying Zhu
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Wenli Zhang
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Wanmeng Mu
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu 214122, China
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Shult C, Gunderson K, Coffey SJ, McNally B, Brandt M, Smith L, Steczynski J, Olerich ER, Schroeder SE, Severson NJ, Hati S, Bhattacharyay S. Conformational fluidity of intrinsically disordered proteins in crowded environment: a molecular dynamics simulation study. J Biomol Struct Dyn 2024:1-13. [PMID: 39285530 PMCID: PMC11910382 DOI: 10.1080/07391102.2024.2404531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 04/08/2024] [Indexed: 10/15/2024]
Abstract
The class of intrinsically disordered proteins lacks stable three-dimensional structures. Their flexibility allows them to engage in a wide variety of interactions with other biomolecules thus making them biologically relevant and efficient. The intrinsic disorders of these proteins, which undergo binding-induced folding, allow alterations in their topologies while conserving their binding sites. Due to the lack of well-defined three-dimensional structures in the absence of their physiological partners, the folding and the conformational dynamics of these proteins remained poorly understood. Particularly, it is unclear how these proteins exist in the crowded intracellular milieu. In the present study, molecular dynamic simulations of two intrinsically unstructured proteins and two controls (folded proteins) were conducted in the presence and absence of molecular crowders to obtain an in-depth insight into their conformational flexibility. The present study revealed that polymer crowders stabilize the disordered proteins through enthalpic as well as entropic effects that are significantly more than their monomeric counterpart. Taken together, the study delves deep into crowding effects on intrinsically disordered proteins and provides insights into how molecular crowders induce a significantly diverse ensemble of dynamic scaffolds needed to carry out diverse functions.
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Affiliation(s)
- Carolyn Shult
- Department of Chemistry and Biochemistry, 105 Garfield Avenue, University of Wisconsin-Eau Claire, Wisconsin-54702, U.S.A
| | - Keegan Gunderson
- Department of Chemistry and Biochemistry, 105 Garfield Avenue, University of Wisconsin-Eau Claire, Wisconsin-54702, U.S.A
| | - Stephen J. Coffey
- Department of Chemistry and Biochemistry, 105 Garfield Avenue, University of Wisconsin-Eau Claire, Wisconsin-54702, U.S.A
| | - Brenya McNally
- Department of Chemistry and Biochemistry, 105 Garfield Avenue, University of Wisconsin-Eau Claire, Wisconsin-54702, U.S.A
| | - Michael Brandt
- Department of Chemistry and Biochemistry, 105 Garfield Avenue, University of Wisconsin-Eau Claire, Wisconsin-54702, U.S.A
| | - Lucille Smith
- Department of Chemistry and Biochemistry, 105 Garfield Avenue, University of Wisconsin-Eau Claire, Wisconsin-54702, U.S.A
| | - Joshua Steczynski
- Department of Chemistry and Biochemistry, 105 Garfield Avenue, University of Wisconsin-Eau Claire, Wisconsin-54702, U.S.A
| | - Ethan R. Olerich
- Department of Chemistry and Biochemistry, 105 Garfield Avenue, University of Wisconsin-Eau Claire, Wisconsin-54702, U.S.A
| | - Sydney E. Schroeder
- Department of Chemistry and Biochemistry, 105 Garfield Avenue, University of Wisconsin-Eau Claire, Wisconsin-54702, U.S.A
| | - Nathaniel J. Severson
- Department of Chemistry and Biochemistry, 105 Garfield Avenue, University of Wisconsin-Eau Claire, Wisconsin-54702, U.S.A
| | - Sanchita Hati
- Department of Chemistry and Biochemistry, 105 Garfield Avenue, University of Wisconsin-Eau Claire, Wisconsin-54702, U.S.A
| | - Sudeep Bhattacharyay
- Department of Chemistry and Biochemistry, 105 Garfield Avenue, University of Wisconsin-Eau Claire, Wisconsin-54702, U.S.A
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Yu W, Jin K, Wang D, Wang N, Li Y, Liu Y, Li J, Du G, Lv X, Chen J, Ledesma-Amaro R, Liu L. De novo engineering of programmable and multi-functional biomolecular condensates for controlled biosynthesis. Nat Commun 2024; 15:7989. [PMID: 39284811 PMCID: PMC11405872 DOI: 10.1038/s41467-024-52411-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 09/05/2024] [Indexed: 09/22/2024] Open
Abstract
There is a growing interest in the creation of engineered condensates formed via liquid-liquid phase separation (LLPS) to exert precise cellular control in prokaryotes. However, de novo design of cellular condensates to control metabolic flux or protein translation remains a challenge. Here, we present a synthetic condensate platform, generated through the incorporation of artificial, disordered proteins to realize specific functions in Bacillus subtilis. To achieve this, the "stacking blocks" strategy is developed to rationally design a series of LLPS-promoting proteins for programming condensates. Through the targeted recruitment of biomolecules, our investigation demonstrates that cellular condensates effectively sequester biosynthetic pathways. We successfully harness this capability to enhance the biosynthesis of 2'-fucosyllactose by 123.3%. Furthermore, we find that condensates can enhance the translation specificity of tailored enzyme fourfold, and can increase N-acetylmannosamine titer by 75.0%. Collectively, these results lay the foundation for the design of engineered condensates endowed with multifunctional capacities.
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Affiliation(s)
- Wenwen Yu
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China
- Science Center for Future Foods, Jiangnan University, Wuxi, China
| | - Ke Jin
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China
- Science Center for Future Foods, Jiangnan University, Wuxi, China
| | - Dandan Wang
- Science Center for Future Foods, Jiangnan University, Wuxi, China
| | - Nankai Wang
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China
| | - Yangyang Li
- Science Center for Future Foods, Jiangnan University, Wuxi, China
| | - Yanfeng Liu
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China
- Science Center for Future Foods, Jiangnan University, Wuxi, China
| | - Jianghua Li
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China
- Science Center for Future Foods, Jiangnan University, Wuxi, China
| | - Guocheng Du
- Science Center for Future Foods, Jiangnan University, Wuxi, China
| | - Xueqin Lv
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China
- Science Center for Future Foods, Jiangnan University, Wuxi, China
| | - Jian Chen
- Science Center for Future Foods, Jiangnan University, Wuxi, China
| | - Rodrigo Ledesma-Amaro
- Department of Bioengineering and Centre for Synthetic Biology, Imperial College London, London, UK
| | - Long Liu
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China.
- Science Center for Future Foods, Jiangnan University, Wuxi, China.
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44
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Mondal M, Jankoski PE, Lee LD, Dinakarapandian DM, Chiu TY, Swetman WS, Wu H, Paravastu AK, Clemons TD, Rangachari V. Reversible Disulfide Bond Cross-Links as Tunable Levers of Phase Separation in Designer Biomolecular Condensates. J Am Chem Soc 2024; 146:25299-25311. [PMID: 39196681 PMCID: PMC11403603 DOI: 10.1021/jacs.4c09557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2024]
Abstract
Biomolecular condensates (BCs) are membraneless hubs enriched with proteins and nucleic acids that have emerged as important players in many cellular functions. Uncovering the sequence determinants of proteins for phase separation is essential in understanding the biophysical and biochemical properties of BCs. Despite significant discoveries in the past decade, the role of cysteine residues in BC formation and dissolution has remained unknown. Here, to uncover the involvement of disulfide cross-links and their redox sensitivity in BCs, we designed a "stickers and spacers" model of phase-separating peptides interspersed with cysteines. Through biophysical investigations, we learned that cysteines promote liquid-liquid phase separation in oxidizing conditions and perpetuate liquid condensates through disulfide cross-links, which can be reversibly tuned with redox chemistry. By varying the composition of cysteines, subtle but distinct changes in the viscoelastic behavior of the condensates were observed. Empirically, we conclude that cysteines function neither as stickers nor spacers but as covalent nodes to lower the effective concentrations for sticker interactions and inhibit system-spanning percolation networks. Together, we unmask the possible role of cysteines in the formation of biomolecular condensates and their potential use as tunable covalent cross-linkers in developing redox-sensitive viscoelastic materials.
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Affiliation(s)
- Malay Mondal
- Department of Chemistry and Biochemistry, School of Mathematics and Natural Sciences, University of Southern Mississippi, Hattiesburg, Mississippi 39406, United States
- Center for Molecular and Cellular Biosciences, University of Southern Mississippi, Hattiesburg, Mississippi 39406, United States
| | - Penelope E Jankoski
- School of Polymer Science and Engineering, University of Southern Mississippi, Hattiesburg, Mississippi 39406, United States
| | - Landon D Lee
- Department of Chemistry and Biochemistry, School of Mathematics and Natural Sciences, University of Southern Mississippi, Hattiesburg, Mississippi 39406, United States
| | - Daniel M Dinakarapandian
- School of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332-0002, United States
| | - Tzu-Ying Chiu
- School of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332-0002, United States
| | - Windfield S Swetman
- School of Polymer Science and Engineering, University of Southern Mississippi, Hattiesburg, Mississippi 39406, United States
| | - Hongwei Wu
- School of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332-0002, United States
| | - Anant K Paravastu
- School of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332-0002, United States
| | - Tristan D Clemons
- School of Polymer Science and Engineering, University of Southern Mississippi, Hattiesburg, Mississippi 39406, United States
- Center for Molecular and Cellular Biosciences, University of Southern Mississippi, Hattiesburg, Mississippi 39406, United States
| | - Vijayaraghavan Rangachari
- Department of Chemistry and Biochemistry, School of Mathematics and Natural Sciences, University of Southern Mississippi, Hattiesburg, Mississippi 39406, United States
- Center for Molecular and Cellular Biosciences, University of Southern Mississippi, Hattiesburg, Mississippi 39406, United States
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45
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Giraldo-Castaño MC, Littlejohn KA, Avecilla ARC, Barrera-Villamizar N, Quiroz FG. Programmability and biomedical utility of intrinsically-disordered protein polymers. Adv Drug Deliv Rev 2024; 212:115418. [PMID: 39094909 PMCID: PMC11389844 DOI: 10.1016/j.addr.2024.115418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Revised: 07/03/2024] [Accepted: 07/29/2024] [Indexed: 08/04/2024]
Abstract
Intrinsically disordered proteins (IDPs) exhibit molecular-level conformational dynamics that are functionally harnessed across a wide range of fascinating biological phenomena. The low sequence complexity of IDPs has led to the design and development of intrinsically-disordered protein polymers (IDPPs), a class of engineered repeat IDPs with stimuli-responsive properties. The perfect repetitive architecture of IDPPs allows for repeat-level encoding of tunable protein functionality. Designer IDPPs can be modeled on endogenous IDPs or engineered de novo as protein polymers with dual biophysical and biological functionality. Their properties can be rationally tailored to access enigmatic IDP biology and to create programmable smart biomaterials. With the goal of inspiring the bioengineering of multifunctional IDP-based materials, here we synthesize recent multidisciplinary progress in programming and exploiting the bio-functionality of IDPPs and IDPP-containing proteins. Collectively, expanding beyond the traditional sequence space of extracellular IDPs, emergent sequence-level control of IDPP functionality is fueling the bioengineering of self-assembling biomaterials, advanced drug delivery systems, tissue scaffolds, and biomolecular condensates -genetically encoded organelle-like structures. Looking forward, we emphasize open challenges and emerging opportunities, arguing that the intracellular behaviors of IDPPs represent a rich space for biomedical discovery and innovation. Combined with the intense focus on IDP biology, the growing landscape of IDPPs and their biomedical applications set the stage for the accelerated engineering of high-value biotechnologies and biomaterials.
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Affiliation(s)
- Maria Camila Giraldo-Castaño
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Kai A Littlejohn
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Alexa Regina Chua Avecilla
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Natalia Barrera-Villamizar
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Felipe Garcia Quiroz
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA.
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46
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Wan L, Zhu Y, Ke J, Zhang W, Mu W. Compartmentalization of pathway sequential enzymes into synthetic protein compartments for metabolic flux optimization in Escherichia coli. Metab Eng 2024; 85:167-179. [PMID: 39163974 DOI: 10.1016/j.ymben.2024.08.003] [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] [Received: 04/06/2024] [Revised: 05/24/2024] [Accepted: 08/17/2024] [Indexed: 08/22/2024]
Abstract
Advancing the formation of artificial membraneless compartments with organizational complexity and diverse functionality remains a challenge. Typically, synthetic compartments or membraneless organelles are made up of intrinsically disordered proteins featuring low-complexity sequences or polypeptides with repeated distinctive short linear motifs. In order to expand the repertoire of tools available for the formation of synthetic membraneless compartments, here, a range of DIshevelled and aXin (DIX) or DIX-like domains undergoing head-to-tail polymerization were demonstrated to self-assemble into aggregates and generate synthetic compartments within E. coli cells. Then, synthetic complex compartments with diverse intracellular morphologies were generated by coexpressing different DIX domains. Further, we genetically incorporated a pair of interacting motifs, comprising a homo-dimeric domain and its anchoring peptide, into the DIX domain and cargo proteins, respectively, resulting in the alteration of both material properties and client recruitment of synthetic compartments. As a proof-of-concept, several human milk oligosaccharide biosynthesis pathways were chosen as model systems. The findings indicated that the recruitment of pathway sequential enzymes into synthetic compartments formed by DIX-DIX heterotypic interactions or by DIX domains embedded with specific interacting motifs efficiently boosted metabolic pathway flux and improved the production of desired chemicals. We propose that these synthetic compartment systems present a potent and adaptable toolkit for controlling metabolic flux and facilitating cellular engineering.
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Affiliation(s)
- Li Wan
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu, 214122, China
| | - Yingying Zhu
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu, 214122, China
| | - Juntao Ke
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu, 214122, China
| | - Wenli Zhang
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu, 214122, China
| | - Wanmeng Mu
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu, 214122, China.
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47
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Regina Chua Avecilla A, Thomas J, Quiroz FG. Genetically-encoded phase separation sensors for intracellular probing of biomolecular condensates. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.29.610365. [PMID: 39257779 PMCID: PMC11383673 DOI: 10.1101/2024.08.29.610365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/12/2024]
Abstract
Biomolecular condensates are dynamic membraneless compartments with enigmatic roles across intracellular phenomena. Intrinsically-disordered proteins (IDPs) often function as condensate scaffolds, fueled by their liquid-liquid phase separation (LLPS) dynamics. Intracellular probing of these condensates relies on live-cell imaging of IDP-scaffolds tagged with fluorescent proteins. Conformational heterogeneity in IDPs, however, renders them uniquely sensitive to molecular-level fusions, risking distortion of the native biophysical properties of IDP-scaffolds and their assemblies. Probing epidermal condensates in mouse skin, we recently introduced genetically encoded LLPS-sensors that circumvent the need for molecular-level tagging of skin IDPs. The concept of LLPS-sensors involves a shift in focus from subcellular tracking of IDP-scaffolds to higher-level observations that report on the assembly and liquid-dynamics of their condensates. Towards advancing the repertoire of intracellular LLPS-sensors, here we demonstrate biomolecular approaches for the evolution and tunability of epidermal LLPS-sensors and assess their impact in early and late stages of intracellular LLPS dynamics. Benchmarking against scaffold-bound fluorescent reporters, we found that tunable ultraweak scaffold-sensor interactions are key to the sensitive and innocuous probing of nascent and established biomolecular condensates. Our LLPS-sensitive tools pave the way for the high-fidelity intracellular probing of IDP-governed biomolecular condensates across biological systems.
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Affiliation(s)
- Alexa Regina Chua Avecilla
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia, USA
| | - Jeremy Thomas
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia, USA
| | - Felipe Garcia Quiroz
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia, USA
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48
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Mondal M, Jankoski PE, Lee LD, Dinakarapandian DM, Chiu TY, Swetman WS, Wu H, Paravastu AK, Clemons TD, Rangachari V. Reversible disulfide bond crosslinks as tunable levers of phase separation in designer biomolecular condensates. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.13.603402. [PMID: 39071339 PMCID: PMC11275914 DOI: 10.1101/2024.07.13.603402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/30/2024]
Abstract
Biomolecular condensates (BCs) are membraneless hubs enriched in proteins and nucleic acids that have become important players in many cellular functions. Uncovering the sequence determinants of proteins for phase separation is important in understanding the biophysical and biochemical properties of BCs. Despite significant discoveries in the last decade, the role of cysteine residues in BC formation and dissolution has remained unknown. Here, to determine the involvement of disulfide crosslinks and their redox sensitivity in BCs, we designed a 'stickers and spacers' model of phase-separating peptides interspersed with cysteines. Through biophysical investigations, we learned that cysteines promote liquid-liquid phase separation in oxidizing conditions and perpetuate liquid condensates through disulfide crosslinks, which can be reversibly tuned with redox chemistry. By varying the composition of cysteines, subtle but distinct changes in the viscoelastic behavior of the condensates were observed. Empirically, we conclude that cysteines are neither stickers nor spacers but function as covalent nodes to lower the effective concentrations for sticker interactions and inhibit system-spanning percolation networks. Together, we unmask the role of cysteines in protein phase behavior and the potential to develop tunable, redox-sensitive viscoelastic materials.
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49
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Guo X, Farag M, Qian N, Yu X, Ni A, Ma Y, Yu W, King MR, Liu V, Lee J, Zare RN, Min W, Pappu RV, Dai Y. Biomolecular condensates can function as inherent catalysts. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.06.602359. [PMID: 39026887 PMCID: PMC11257451 DOI: 10.1101/2024.07.06.602359] [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: 07/20/2024]
Abstract
We report the discovery that chemical reactions such as ATP hydrolysis can be catalyzed by condensates formed by intrinsically disordered proteins (IDPs), which themselves lack any intrinsic ability to function as enzymes. This inherent catalytic feature of condensates derives from the electrochemical environments and the electric fields at interfaces that are direct consequences of phase separation. The condensates we studied were capable of catalyzing diverse hydrolysis reactions, including hydrolysis and radical-dependent breakdown of ATP whereby ATP fully decomposes to adenine and multiple carbohydrates. This distinguishes condensates from naturally occurring ATPases, which can only catalyze the dephosphorylation of ATP. Interphase and interfacial properties of condensates can be tuned via sequence design, thus enabling control over catalysis through sequence-dependent electrochemical features of condensates. Incorporation of hydrolase-like synthetic condensates into live cells enables activation of transcriptional circuits that depend on products of hydrolysis reactions. Inherent catalytic functions of condensates, which are emergent consequences of phase separation, are likely to affect metabolic regulation in cells.
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Affiliation(s)
- Xiao Guo
- Department of Biomedical Engineering, Center for Biomolecular Condensates, Washington University in St. Louis, St. Louis, MO 63130
| | - Mina Farag
- Department of Biomedical Engineering, Center for Biomolecular Condensates, Washington University in St. Louis, St. Louis, MO 63130
| | - Naixin Qian
- Department of Chemistry, Columbia University, New York, NY 10027
| | - Xia Yu
- Department of Chemistry, Stanford University, Stanford, CA 94305
| | - Anton Ni
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138
| | - Yuefeng Ma
- Department of Biomedical Engineering, Center for Biomolecular Condensates, Washington University in St. Louis, St. Louis, MO 63130
| | - Wen Yu
- Department of Biomedical Engineering, Center for Biomolecular Condensates, Washington University in St. Louis, St. Louis, MO 63130
| | - Matthew R. King
- Department of Biomedical Engineering, Center for Biomolecular Condensates, Washington University in St. Louis, St. Louis, MO 63130
| | - Vicky Liu
- Department of Biomedical Engineering, Center for Biomolecular Condensates, Washington University in St. Louis, St. Louis, MO 63130
| | - Joonho Lee
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138
| | - Richard N. Zare
- Department of Chemistry, Stanford University, Stanford, CA 94305
| | - Wei Min
- Department of Chemistry, Columbia University, New York, NY 10027
| | - Rohit V. Pappu
- Department of Biomedical Engineering, Center for Biomolecular Condensates, Washington University in St. Louis, St. Louis, MO 63130
| | - Yifan Dai
- Department of Biomedical Engineering, Center for Biomolecular Condensates, Washington University in St. Louis, St. Louis, MO 63130
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50
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Zhou HX, Kota D, Qin S, Prasad R. Fundamental Aspects of Phase-Separated Biomolecular Condensates. Chem Rev 2024; 124:8550-8595. [PMID: 38885177 PMCID: PMC11260227 DOI: 10.1021/acs.chemrev.4c00138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/20/2024]
Abstract
Biomolecular condensates, formed through phase separation, are upending our understanding in much of molecular, cell, and developmental biology. There is an urgent need to elucidate the physicochemical foundations of the behaviors and properties of biomolecular condensates. Here we aim to fill this need by writing a comprehensive, critical, and accessible review on the fundamental aspects of phase-separated biomolecular condensates. We introduce the relevant theoretical background, present the theoretical basis for the computation and experimental measurement of condensate properties, and give mechanistic interpretations of condensate behaviors and properties in terms of interactions at the molecular and residue levels.
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Affiliation(s)
- Huan-Xiang Zhou
- Department of Chemistry, University of Illinois Chicago, Chicago, Illinois 60607, USA
- Department of Physics, University of Illinois Chicago, Chicago, Illinois 60607, USA
| | - Divya Kota
- Department of Chemistry, University of Illinois Chicago, Chicago, Illinois 60607, USA
| | - Sanbo Qin
- Department of Chemistry, University of Illinois Chicago, Chicago, Illinois 60607, USA
| | - Ramesh Prasad
- Department of Chemistry, University of Illinois Chicago, Chicago, Illinois 60607, USA
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