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Rieu JP, Delanoë-Ayari H, Barentin C, Nakagaki T, Kuroda S. Dynamics of centipede locomotion revealed by large-scale traction force microscopy. J R Soc Interface 2024; 21:20230439. [PMID: 38807527 DOI: 10.1098/rsif.2023.0439] [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: 07/30/2023] [Accepted: 04/08/2024] [Indexed: 05/30/2024] Open
Abstract
We present a novel approach to traction force microscopy (TFM) for studying the locomotion of 10 cm long walking centipedes on soft substrates. Leveraging the remarkable elasticity and ductility of kudzu starch gels, we use them as a deformable gel substrate, providing resilience against the centipedes' sharp leg tips. By optimizing fiducial marker size and density and fine-tuning imaging conditions, we enhance measurement accuracy. Our TFM investigation reveals traction forces along the centipede's longitudinal axis that effectively counterbalance inertial forces within the 0-10 mN range, providing the first report of non-vanishing inertia forces in TFM studies. Interestingly, we observe waves of forces propagating from the head to the tail of the centipede, corresponding to its locomotion speed. Furthermore, we discover a characteristic cycle of leg clusters engaging with the substrate: forward force (friction) upon leg tip contact, backward force (traction) as the leg pulls the substrate while stationary, and subsequent forward force as the leg tip detaches to reposition itself in the anterior direction. This work opens perspectives for TFM applications in ethology, tribology and robotics.
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Affiliation(s)
- J P Rieu
- Institut Lumière Matière, Université Claude Bernard Lyon 1, CNRS , Villeurbanne 69622, France
| | - H Delanoë-Ayari
- Institut Lumière Matière, Université Claude Bernard Lyon 1, CNRS , Villeurbanne 69622, France
| | - C Barentin
- Institut Lumière Matière, Université Claude Bernard Lyon 1, CNRS , Villeurbanne 69622, France
| | - T Nakagaki
- Research Institute for Electronic Science, Hokkaido University, N20W10 , Kita-ku, Hokkaido 001-0020, Japan
| | - S Kuroda
- Faculty of Software and Information Technology, Aomori University, Koubata 2-3-1 , Aomori 030-0943, Japan
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Carl P, Rondé P. JEasyTFM: an open-source software package for the analysis of large 2D TFM data within ImageJ. BIOINFORMATICS ADVANCES 2023; 3:vbad156. [PMID: 37928344 PMCID: PMC10625472 DOI: 10.1093/bioadv/vbad156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 10/18/2023] [Accepted: 10/24/2023] [Indexed: 11/07/2023]
Abstract
Motivation Cells adhering to the extracellular matrix can sense and respond to a wide variety of chemical and physical features of the adhesive surface. Traction force microscopy (TFM) allows determining the tensile forces exerted by the cells on their substrate with high resolution. Results To allow broad access of this techniques to cell biology laboratories we developed JeasyTFM, an open-source ImageJ package able to process multi-color and multi-position time-lapse pictures thus suitable for the automatic analysis of large TFM data. Availability and implementation JEasyTFM is implemented as an ImageJ plugin and available at: http://questpharma.u-strasbg.fr/JEasyTFM.html.
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Affiliation(s)
- Philippe Carl
- Université de Strasbourg, CNRS, LBP UMR 7021, F-67401 Illkirch Cedex, France
| | - Philippe Rondé
- Université de Strasbourg, CNRS, LBP UMR 7021, F-67401 Illkirch Cedex, France
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Forbes G, Schilde C, Lawal H, Kin K, Du Q, Chen ZH, Rivero F, Schaap P. Interactome and evolutionary conservation of Dictyostelid small GTPases and their direct regulators. Small GTPases 2022; 13:239-254. [PMID: 34565293 PMCID: PMC8923023 DOI: 10.1080/21541248.2021.1984829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
GTP binding proteins known as small GTPases make up one of the largest groups of regulatory proteins and control almost all functions of living cells. Their activity is under, respectively, positive and negative regulation by guanine nucleotide exchange factors (GEFs) and GTPase activating proteins (GAPs), which together with their upstream regulators and the downstream targets of the small GTPases form formidable signalling networks. While genomics has revealed the large size of the GTPase, GEF and GAP repertoires, only a small fraction of their interactions and functions have yet been experimentally explored. Dictyostelid social amoebas have been particularly useful in unravelling the roles of many proteins in the Rac-Rho and Ras-Rap families of GTPases in directional cell migration and regulation of the actin cytoskeleton. Genomes and cell-type specific and developmental transcriptomes are available for Dictyostelium species that span the 0.5 billion years of evolution of the group from their unicellular ancestors. In this work, we identified all GTPases, GEFs and GAPs from genomes representative of the four major taxon groups and investigated their phylogenetic relationships and evolutionary conservation and changes in their functional domain architecture and in their developmental and cell-type specific expression. We performed a hierarchical cluster analysis of the expression profiles of the ~2000 analysed genes to identify putative interacting sets of GTPases, GEFs and GAPs, which highlight sets known to interact experimentally and many novel combinations. This work represents a valuable resource for research into all fields of cellular regulation.
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Affiliation(s)
- Gillian Forbes
- School of Life Sciences, University of Dundee, Dundee, UK
| | | | - Hajara Lawal
- School of Life Sciences, University of Dundee, Dundee, UK
| | - Koryu Kin
- School of Life Sciences, University of Dundee, Dundee, UK,CSIC-Universitat Pompeu Fabra, Institut de Biologia Evolutiva (Csic-universitat Pompeu Fabra), Barcelona, Spain
| | - Qingyou Du
- School of Life Sciences, University of Dundee, Dundee, UK
| | - Zhi-hui Chen
- School of Life Sciences, University of Dundee, Dundee, UK
| | - Francisco Rivero
- Centre for Atherothrombosis and Metabolic Disease, Hull York Medical School, Faculty of Health Sciences, University of Hull, Hull, UK
| | - Pauline Schaap
- School of Life Sciences, University of Dundee, Dundee, UK,CONTACT Pauline Schaap ; School of Life Sciences, University of Dundee, Msi/wtb Complex, Dundee, DD15EH, UK
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Prunet A, Lefort S, Delanoë-Ayari H, Laperrousaz B, Simon G, Barentin C, Saci S, Argoul F, Guyot B, Rieu JP, Gobert S, Maguer-Satta V, Rivière C. A new agarose-based microsystem to investigate cell response to prolonged confinement. LAB ON A CHIP 2020; 20:4016-4030. [PMID: 32975276 DOI: 10.1039/d0lc00732c] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Emerging evidence suggests the importance of mechanical stimuli in normal and pathological situations for the control of many critical cellular functions. While the effect of matrix stiffness has been and is still extensively studied, few studies have focused on the role of mechanical stresses. The main limitation of such analyses is the lack of standard in vitro assays enabling extended mechanical stimulation compatible with dynamic biological and biophysical cell characterization. We have developed an agarose-based microsystem, the soft cell confiner, which enables the precise control of confinement for single or mixed cell populations. The rigidity of the confiner matches physiological conditions and its porosity enables passive medium renewal. It is compatible with time-lapse microscopy, in situ immunostaining, and standard molecular analyses, and can be used with both adherent and non-adherent cell lines. Cell proliferation of various cell lines (hematopoietic cells, MCF10A epithelial breast cells and HS27A stromal cells) was followed for several days up to confluence using video-microscopy and further documented by Western blot and immunostaining. Interestingly, even though the nuclear projected area was much larger upon confinement, with many highly deformed nuclei (non-circular shape), cell viability, assessed by live and dead cell staining, was unaffected for up to 8 days in the confiner. However, there was a decrease in cell proliferation upon confinement for all cell lines tested. The soft cell confiner is thus a valuable tool to decipher the effects of long-term confinement and deformation on the biology of cell populations. This tool will be instrumental in deciphering the impact of nuclear and cytoskeletal mechanosensitivity in normal and pathological conditions involving highly confined situations, such as those reported upon aging with fibrosis or during cancer.
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Affiliation(s)
- A Prunet
- Univ Lyon, Université Claude Bernard Lyon 1, CNRS UMR-5306, Institut Lumière Matière, F-69622, Villeurbanne, France.
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Bretschneider T, Othmer HG, Weijer CJ. Progress and perspectives in signal transduction, actin dynamics, and movement at the cell and tissue level: lessons from Dictyostelium. Interface Focus 2016; 6:20160047. [PMID: 27708767 DOI: 10.1098/rsfs.2016.0047] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Movement of cells and tissues is a basic biological process that is used in development, wound repair, the immune response to bacterial invasion, tumour formation and metastasis, and the search for food and mates. While some cell movement is random, directed movement stimulated by extracellular signals is our focus here. This involves a sequence of steps in which cells first detect extracellular chemical and/or mechanical signals via membrane receptors that activate signal transduction cascades and produce intracellular signals. These intracellular signals control the motile machinery of the cell and thereby determine the spatial localization of the sites of force generation needed to produce directed motion. Understanding how force generation within cells and mechanical interactions with their surroundings, including other cells, are controlled in space and time to produce cell-level movement is a major challenge, and involves many issues that are amenable to mathematical modelling.
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Affiliation(s)
- Till Bretschneider
- Warwick Systems Biology Centre , University of Warwick , Coventry CV4 7AL , UK
| | - Hans G Othmer
- School of Mathematics , University of Minnesota , Minneapolis, MN 55455 , USA
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Dallon JC, Despain LC, Evans EJ, Grant CP, Smith WV. A continuous-time model of centrally coordinated motion with random switching. J Math Biol 2016; 74:727-753. [PMID: 27395042 DOI: 10.1007/s00285-016-1040-2] [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: 09/14/2015] [Revised: 06/13/2016] [Indexed: 11/26/2022]
Abstract
This paper considers differential problems with random switching, with specific applications to the motion of cells and centrally coordinated motion. Starting with a differential-equation model of cell motion that was proposed previously, we set the relaxation time to zero and consider the simpler model that results. We prove that this model is well-posed, in the sense that it corresponds to a pure jump-type continuous-time Markov process (without explosion). We then describe the model's long-time behavior, first by specifying an attracting steady-state distribution for a projection of the model, then by examining the expected location of the cell center when the initial data is compatible with that steady-state. Under such conditions, we present a formula for the expected velocity and give a rigorous proof of that formula's validity. We conclude the paper with a comparison between these theoretical results and the results of numerical simulations.
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Affiliation(s)
- J C Dallon
- Department of Mathematics, Brigham Young University, Provo, UT, 84602, USA
| | - Lynnae C Despain
- Department of Mathematics, Brigham Young University, Provo, UT, 84602, USA
| | - Emily J Evans
- Department of Mathematics, Brigham Young University, Provo, UT, 84602, USA.
| | | | - W V Smith
- Department of Mathematics, Brigham Young University, Provo, UT, 84602, USA
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Rieu JP, Delanoë-Ayari H, Takagi S, Tanaka Y, Nakagaki T. Periodic traction in migrating large amoeba of Physarum polycephalum. J R Soc Interface 2015; 12:20150099. [PMID: 25808339 PMCID: PMC4424688 DOI: 10.1098/rsif.2015.0099] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2015] [Accepted: 02/26/2015] [Indexed: 11/12/2022] Open
Abstract
The slime mould Physarum polycephalum is a giant multinucleated cell exhibiting well-known Ca(2+)-dependent actomyosin contractions of its vein network driving the so-called cytoplasmic shuttle streaming. Its actomyosin network forms both a filamentous cortical layer and large fibrils. In order to understand the role of each structure in the locomotory activity, we performed birefringence observations and traction force microscopy on excised fragments of Physarum. After several hours, these microplasmodia adopt three main morphologies: flat motile amoeba, chain types with round contractile heads connected by tubes and motile hybrid types. Each type exhibits oscillations with a period of about 1.5 min of cell area, traction forces and fibril activity (retardance) when fibrils are present. The amoeboid types show only peripheral forces while the chain types present a never-reported force pattern with contractile rings far from the cell boundary under the spherical heads. Forces are mostly transmitted where the actomyosin cortical layer anchors to the substratum, but fibrils maintain highly invaginated structures and contribute to forces by increasing the length of the anchorage line. Microplasmodia are motile only when there is an asymmetry in the shape and/or the force distribution.
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Affiliation(s)
- Jean-Paul Rieu
- Institut Lumière Matière, UMR5306 Université Lyon 1-CNRS, Université de Lyon, 69622 Villeurbanne cedex, France
| | - Hélène Delanoë-Ayari
- Institut Lumière Matière, UMR5306 Université Lyon 1-CNRS, Université de Lyon, 69622 Villeurbanne cedex, France
| | - Seiji Takagi
- Research Institute for Electronic Science, Hokkaido University, N20W10, Sapporo 060-0806, Japan
| | - Yoshimi Tanaka
- Graduate School of Environment and Information Sciences, Yokohama National University, 79-7 Tokiwadai, Hodogaya-ku, Yokohama 240-8501, Japan
| | - Toshiyuki Nakagaki
- Research Institute for Electronic Science, Hokkaido University, N20W10, Sapporo 060-0806, Japan JST, CREST, 5, Sanbancho, Chiyoda-ku, Tokyo 102-0075, Japan
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Pineda M, Weijer CJ, Eftimie R. Modelling cell movement, cell differentiation, cell sorting and proportion regulation in Dictyostelium discoideum aggregations. J Theor Biol 2015; 370:135-50. [PMID: 25665718 DOI: 10.1016/j.jtbi.2015.01.042] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2014] [Revised: 11/27/2014] [Accepted: 01/27/2015] [Indexed: 11/25/2022]
Abstract
Understanding the mechanisms that control tissue morphogenesis and homeostasis is a central goal not only in developmental biology but also has great relevance for our understanding of various diseases, including cancer. A model organism that is widely used to study the control of tissue morphogenesis and proportioning is the Dictyostelium discoideum. While there are mathematical models describing the role of chemotactic cell motility in the Dictyostelium assembly and morphogenesis of multicellular tissues, as well as models addressing possible mechanisms of proportion regulation, there are no models incorporating both these key aspects of development. In this paper, we introduce a 1D hyperbolic model to investigate the role of two morphogens, DIF and cAMP, on cell movement, cell sorting, cell-type differentiation and proportioning in Dictyostelium discoideum. First, we use the non-spatial version of the model to study cell-type transdifferentiation. We perform a steady-state analysis of it and show that, depending on the shape of the differentiation rate functions, multiple steady-state solutions may occur. Then we incorporate spatial dynamics into the model, and investigate the transdifferentiation and spatial positioning of cells inside the newly formed structures, following the removal of prestalk or prespore regions of a Dictyostelium slug. We show that in isolated prespore fragments, a tipped mound-like aggregate can be formed after a transdifferentiation from prespore to prestalk cells and following the sorting of prestalk cells to the centre of the aggregate. For isolated prestalk fragments, we show the formation of a slug-like structure containing the usual anterior-posterior pattern of prestalk and prespore cells.
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Affiliation(s)
- M Pineda
- Division of Mathematics, University of Dundee, Dundee DD1 4HN, United Kingdom.
| | - C J Weijer
- School of Life Sciences, University of Dundee, Dundee DD1 4HN, United Kingdom.
| | - R Eftimie
- Division of Mathematics, University of Dundee, Dundee DD1 4HN, United Kingdom.
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Style RW, Boltyanskiy R, German GK, Hyland C, MacMinn CW, Mertz AF, Wilen LA, Xu Y, Dufresne ER. Traction force microscopy in physics and biology. SOFT MATTER 2014; 10:4047-55. [PMID: 24740485 DOI: 10.1039/c4sm00264d] [Citation(s) in RCA: 186] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Adherent cells, crawling slugs, peeling paint, sessile liquid drops, bearings and many other living and non-living systems apply forces to solid substrates. Traction force microscopy (TFM) provides spatially-resolved measurements of interfacial forces through the quantification and analysis of the deformation of an elastic substrate. Although originally developed for adherent cells, TFM has no inherent size or force scale, and can be applied to a much broader range of mechanical systems across physics and biology. In this paper, we showcase the wide range of applicability of TFM, describe the theory, and provide experimental details and code so that experimentalists can rapidly adopt this powerful technique.
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Dallon JC, Scott M, Smith WV. A force based model of individual cell migration with discrete attachment sites and random switching terms. J Biomech Eng 2014; 135:71008. [PMID: 23722520 DOI: 10.1115/1.4023987] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2012] [Indexed: 11/08/2022]
Abstract
A force based model of cell migration is presented which gives new insight into the importance of the dynamics of cell binding to the substrate. The main features of the model are the focus on discrete attachment dynamics, the treatment of the cellular forces as springs, and an incorporation of the stochastic nature of the attachment sites. One goal of the model is to capture the effect of the random binding and unbinding of cell attachments on global cell motion. Simulations reveal one of the most important factor influencing cell speed is the duration of the attachment to the substrate. The model captures the correct velocity and force relationships for several cell types.
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Affiliation(s)
- J C Dallon
- Department of Mathematics, Brigham Young University, Provo, UT 84602, USA.
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Cell speed is independent of force in a mathematical model of amoeboidal cell motion with random switching terms. Math Biosci 2013; 246:1-7. [DOI: 10.1016/j.mbs.2013.09.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2013] [Revised: 09/05/2013] [Accepted: 09/11/2013] [Indexed: 12/31/2022]
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12
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Kim J, Ennis HL, Nguyen TH, Zhuang X, Luo J, Yao J, Kessin RH, Stojanovic M, Lin Q. Light-Directed Migration of D. discoideum Slugs in Microfabricated Confinements. SENSORS AND ACTUATORS. A, PHYSICAL 2012; 188:312-319. [PMID: 24723742 PMCID: PMC3979551 DOI: 10.1016/j.sna.2011.12.044] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
This paper investigates the light-driven migration of the multi-cellular microorganism Dictyostelium discoideum as a potential bio-actuation mechanism in microsystems. As a platform for slug migration we use microscale confinements, which consist of intersecting microchannels fabricated from solidified agar-water solution. The agar surface provides necessary moisture to the slugs during the experiment while remaining sufficiently stiff to allow effective slug migration. The movements of the slugs in the microchannels are driven and guided by phototaxis via controlling light transmitted through optical fibers. The microchannels impose geometrical confinements on the migrating slugs, improving the spatial precision of the migration. We demonstrate that slugs that form in a microchamber can be driven to migrate through the microchannels, as well as steered to a particular direction at microchannel intersections. Our experimental results indicate that slug movements can be more effectively controlled in microchannels, and potentially useful for bio-actuation applications.
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Affiliation(s)
- Jinho Kim
- Department of Mechanical Engineering, Columbia University, New York, NY 10027
| | - Herbert L. Ennis
- Division of Clinical Pharmacology and Experimental Therapeutics, Department of Medicine, Columbia University, New York, NY 10032
| | - Thai Huu Nguyen
- Department of Mechanical Engineering, Columbia University, New York, NY 10027
| | - Xuye Zhuang
- Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu, 610209, China
| | - Ji Luo
- Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu, 610209, China
| | - Jun Yao
- Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu, 610209, China
| | - Richard H. Kessin
- Department of Anatomy and Cell Biology, Columbia University, New York, NY 10032
| | - Milan Stojanovic
- Division of Clinical Pharmacology and Experimental Therapeutics, Department of Medicine, Columbia University, New York, NY 10032
| | - Qiao Lin
- Department of Mechanical Engineering, Columbia University, New York, NY 10027
- Corresponding Author: Columbia University, Department of Mechanical Engineering, 500 W 120 St, Mudd Rm 220, New York, NY, 10027; phone: 1-212-854-1906;
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A flavin-dependent halogenase catalyzes the chlorination step in the biosynthesis of Dictyostelium differentiation-inducing factor 1. Proc Natl Acad Sci U S A 2010; 107:5798-803. [PMID: 20231486 DOI: 10.1073/pnas.1001681107] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Differentiation-inducing factor 1 (DIF-1) is a polyketide-derived morphogen which drives stalk cell formation in the developmental cycle of Dictyostelium discoideum. Previous experiments demonstrated that the biosynthetic pathway proceeds via dichlorination of the precursor molecule THPH, but the enzyme responsible for this transformation has eluded characterization. Our recent studies on prokaryotic flavin-dependent halogenases and insights from the sequenced Dd genome led us to a candidate gene for this transformation. In this work, we present in vivo and in vitro evidence that chlA from Dd encodes a flavin-dependent halogenase capable of catalyzing both chlorinations in the biosynthesis of DIF-1. The results provide in vitro characterization of a eukaryotic oxygen-dependent halogenase and demonstrate a broad reach in biology for this molecular tailoring strategy, notably its involvement in the differentiation program of a social amoeba.
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