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Wohland T, Sim SR, Demoustier M, Pandey S, Kulkarni R, Aik D. FCS videos: Fluorescence correlation spectroscopy in space and time. Biochim Biophys Acta Gen Subj 2024; 1868:130716. [PMID: 39349260 DOI: 10.1016/j.bbagen.2024.130716] [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: 06/27/2024] [Revised: 09/20/2024] [Accepted: 09/23/2024] [Indexed: 10/02/2024]
Abstract
Fluorescence Correlation Spectroscopy (FCS), invented more than 50 years ago is a widely used tool providing information on molecular processes in a variety of samples from materials to life sciences. In the last two decades FCS was multiplexed and ultimately made into an imaging technique that provided maps of molecular parameters over whole sample cross-section. However, it was still limited by a measurement time on the order of minutes. With the improvement of FCS time resolution to seconds using deep learning, we extend here FCS to so-called FCS videos that can provide information how the molecular parameters determined by Imaging FCS change in space and time. This opens up new possibilities for the investigation of molecular processes. Here, we demonstrate the feasibility of the approach and show FCS video applications to lipid bilayers and cell membranes.
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Affiliation(s)
- Thorsten Wohland
- Department of Biological Sciences, National University of Singapore, 117543 Singapore, Singapore; Centre for BioImaging Sciences, National University of Singapore, 117557 Singapore, Singapore; Institute of Digital Molecular Analytics and Science, 117557 Singapore, Singapore; Department of Chemistry, National University of Singapore, 117543 Singapore, Singapore.
| | - Shao Ren Sim
- Department of Biological Sciences, National University of Singapore, 117543 Singapore, Singapore; Centre for BioImaging Sciences, National University of Singapore, 117557 Singapore, Singapore; Institute of Digital Molecular Analytics and Science, 117557 Singapore, Singapore
| | - Marc Demoustier
- Department of Biological Sciences, National University of Singapore, 117543 Singapore, Singapore; Centre for BioImaging Sciences, National University of Singapore, 117557 Singapore, Singapore; Institute of Digital Molecular Analytics and Science, 117557 Singapore, Singapore
| | - Shambhavi Pandey
- Department of Biological Sciences, National University of Singapore, 117543 Singapore, Singapore; Centre for BioImaging Sciences, National University of Singapore, 117557 Singapore, Singapore
| | - Rutuparna Kulkarni
- Department of Biological Sciences, National University of Singapore, 117543 Singapore, Singapore; Centre for BioImaging Sciences, National University of Singapore, 117557 Singapore, Singapore
| | - Daniel Aik
- Centre for BioImaging Sciences, National University of Singapore, 117557 Singapore, Singapore; Institute of Digital Molecular Analytics and Science, 117557 Singapore, Singapore; Department of Chemistry, National University of Singapore, 117543 Singapore, Singapore
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Chua XL, Tong CS, Su M, Xǔ XJ, Xiao S, Wu X, Wu M. Competition and synergy of Arp2/3 and formins in nucleating actin waves. Cell Rep 2024; 43:114423. [PMID: 38968072 PMCID: PMC11378572 DOI: 10.1016/j.celrep.2024.114423] [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: 10/23/2023] [Revised: 04/23/2024] [Accepted: 06/14/2024] [Indexed: 07/07/2024] Open
Abstract
Actin assembly and dynamics are crucial for maintaining cell structure and changing physiological states. The broad impact of actin on various cellular processes makes it challenging to dissect the specific role of actin regulatory proteins. Using actin waves that propagate on the cortex of mast cells as a model, we discovered that formins (FMNL1 and mDia3) are recruited before the Arp2/3 complex in actin waves. GTPase Cdc42 interactions drive FMNL1 oscillations, with active Cdc42 and the constitutively active mutant of FMNL1 capable of forming waves on the plasma membrane independently of actin waves. Additionally, the delayed recruitment of Arp2/3 antagonizes FMNL1 and active Cdc42. This antagonism is not due to competition for monomeric actin but rather for their common upstream regulator, active Cdc42, whose levels are negatively regulated by Arp2/3 via SHIP1 recruitment. Collectively, our study highlights the complex feedback loops in the dynamic control of the actin cytoskeletal network.
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Affiliation(s)
- Xiang Le Chua
- Department of Cell Biology, Yale University School of Medicine, New Haven, CT 06510, USA; Department of Biological Sciences, Centre for Bioimaging Sciences, Singapore 117557, Singapore
| | - Chee San Tong
- Department of Cell Biology, Yale University School of Medicine, New Haven, CT 06510, USA; Department of Biological Sciences, Centre for Bioimaging Sciences, Singapore 117557, Singapore
| | - Maohan Su
- Department of Cell Biology, Yale University School of Medicine, New Haven, CT 06510, USA; Department of Biological Sciences, Centre for Bioimaging Sciences, Singapore 117557, Singapore; Mechanobiology Institute, National University of Singapore, Singapore 117411, Singapore
| | - X J Xǔ
- Department of Cell Biology, Yale University School of Medicine, New Haven, CT 06510, USA; Department of Physics, Yale University, New Haven, CT 06511, USA
| | - Shengping Xiao
- Department of Biological Sciences, Centre for Bioimaging Sciences, Singapore 117557, Singapore
| | - Xudong Wu
- School of Life Sciences, Westlake University, Hangzhou 310024, China
| | - Min Wu
- Department of Cell Biology, Yale University School of Medicine, New Haven, CT 06510, USA; Department of Biological Sciences, Centre for Bioimaging Sciences, Singapore 117557, Singapore; Mechanobiology Institute, National University of Singapore, Singapore 117411, Singapore.
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Fung SYS, Xǔ XJ, Wu M. Nonlinear dynamics in phosphoinositide metabolism. Curr Opin Cell Biol 2024; 88:102373. [PMID: 38797149 PMCID: PMC11186694 DOI: 10.1016/j.ceb.2024.102373] [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: 02/09/2024] [Revised: 04/26/2024] [Accepted: 05/01/2024] [Indexed: 05/29/2024]
Abstract
Phosphoinositides broadly impact membrane dynamics, signal transduction and cellular physiology. The orchestration of signaling complexity by this seemingly simple metabolic pathway remains an open question. It is increasingly evident that comprehending the complexity of the phosphoinositides metabolic network requires a systems view based on nonlinear dynamics, where the products of metabolism can either positively or negatively modulate enzymatic function. These feedback and feedforward loops may be paradoxical, leading to counterintuitive effects. In this review, we introduce the framework of nonlinear dynamics, emphasizing distinct dynamical regimes such as the excitable state, oscillations, and mixed-mode oscillations-all of which have been experimentally observed in phosphoinositide metabolisms. We delve into how these dynamical behaviors arise from one or multiple network motifs, including positive and negative feedback loops, coherent and incoherent feedforward loops. We explore the current understanding of the molecular circuits responsible for these behaviors. While mapping these circuits presents both conceptual and experimental challenges, redefining cellular behavior based on dynamical state, lipid fluxes, time delay, and network topology is likely essential for a comprehensive understanding of this fundamental metabolic network.
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Affiliation(s)
- Suet Yin Sarah Fung
- Department of Cell Biology, Yale University School of Medicine, 333 Cedar Street, New Haven, CT, 06520-8002, USA
| | - X J Xǔ
- Department of Physics, Yale University, New Haven, CT, 06511, USA
| | - Min Wu
- Department of Cell Biology, Yale University School of Medicine, 333 Cedar Street, New Haven, CT, 06520-8002, USA.
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Bement WM, Goryachev AB, Miller AL, von Dassow G. Patterning of the cell cortex by Rho GTPases. Nat Rev Mol Cell Biol 2024; 25:290-308. [PMID: 38172611 DOI: 10.1038/s41580-023-00682-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/20/2023] [Indexed: 01/05/2024]
Abstract
The Rho GTPases - RHOA, RAC1 and CDC42 - are small GTP binding proteins that regulate basic biological processes such as cell locomotion, cell division and morphogenesis by promoting cytoskeleton-based changes in the cell cortex. This regulation results from active (GTP-bound) Rho GTPases stimulating target proteins that, in turn, promote actin assembly and myosin 2-based contraction to organize the cortex. This basic regulatory scheme, well supported by in vitro studies, led to the natural assumption that Rho GTPases function in vivo in an essentially linear matter, with a given process being initiated by GTPase activation and terminated by GTPase inactivation. However, a growing body of evidence based on live cell imaging, modelling and experimental manipulation indicates that Rho GTPase activation and inactivation are often tightly coupled in space and time via signalling circuits and networks based on positive and negative feedback. In this Review, we present and discuss this evidence, and we address one of the fundamental consequences of coupled activation and inactivation: the ability of the Rho GTPases to self-organize, that is, direct their own transition from states of low order to states of high order. We discuss how Rho GTPase self-organization results in the formation of diverse spatiotemporal cortical patterns such as static clusters, oscillatory pulses, travelling wave trains and ring-like waves. Finally, we discuss the advantages of Rho GTPase self-organization and pattern formation for cell function.
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Affiliation(s)
- William M Bement
- Center for Quantitative Cell Imaging, Department of Integrative Biology, University of Wisconsin-Madison, Madison, WI, USA.
| | - Andrew B Goryachev
- Center for Engineering Biology, School of Biological Sciences, University of Edinburgh, Edinburgh, UK.
| | - Ann L Miller
- Department of Molecular, Cellular and Developmental Biology, University of Michigan, Ann Arbor, MI, USA.
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Tong CS, Su M, Sun H, Chua XL, Xiong D, Guo S, Raj R, Ong NWP, Lee AG, Miao Y, Wu M. Collective dynamics of actin and microtubule and its crosstalk mediated by FHDC1. Front Cell Dev Biol 2024; 11:1261117. [PMID: 38567385 PMCID: PMC10985548 DOI: 10.3389/fcell.2023.1261117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 12/19/2023] [Indexed: 04/04/2024] Open
Abstract
The coordination between actin and microtubule network is crucial, yet this remains a challenging problem to dissect and our understanding of the underlying mechanisms remains limited. In this study, we used travelling waves in the cell cortex to characterize the collective dynamics of cytoskeletal networks. Our findings show that Cdc42 and F-BAR-dependent actin waves in mast cells are mainly driven by formin-mediated actin polymerization, with the microtubule-binding formin FH2 domain-containing protein 1 (FHDC1) as an early regulator. Knocking down FHDC1 inhibits actin wave formation, and this inhibition require FHDC1's interaction with both microtubule and actin. The phase of microtubule depolymerization coincides with the nucleation of actin waves and microtubule stabilization inhibit actin waves, leading us to propose that microtubule shrinking and the concurrent release of FHDC1 locally regulate actin nucleation. Lastly, we show that FHDC1 is crucial for multiple cellular processes such as cell division and migration. Our data provided molecular insights into the nucleation mechanisms of actin waves and uncover an antagonistic interplay between microtubule and actin polymerization in their collective dynamics.
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Affiliation(s)
- Chee San Tong
- Department of Cell Biology, Yale University School of Medicine, New Haven, CT, United States
- Department of Biological Sciences, Centre for Bioimaging Sciences, Singapore, Singapore
| | - Maohan Su
- Department of Cell Biology, Yale University School of Medicine, New Haven, CT, United States
- Department of Biological Sciences, Centre for Bioimaging Sciences, Singapore, Singapore
- Mechanobiology Institute, National University of Singapore, Singapore, Singapore
| | - He Sun
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
| | - Xiang Le Chua
- Department of Cell Biology, Yale University School of Medicine, New Haven, CT, United States
- Department of Biological Sciences, Centre for Bioimaging Sciences, Singapore, Singapore
| | - Ding Xiong
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Su Guo
- Department of Biological Sciences, Centre for Bioimaging Sciences, Singapore, Singapore
| | - Ravin Raj
- Special Programme in Science, National University of Singapore, Singapore, Singapore
| | - Nicole Wen Pei Ong
- Special Programme in Science, National University of Singapore, Singapore, Singapore
| | - Ann Gie Lee
- Special Programme in Science, National University of Singapore, Singapore, Singapore
| | - Yansong Miao
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
| | - Min Wu
- Department of Cell Biology, Yale University School of Medicine, New Haven, CT, United States
- Department of Biological Sciences, Centre for Bioimaging Sciences, Singapore, Singapore
- Mechanobiology Institute, National University of Singapore, Singapore, Singapore
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