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Kscheschinski B, Kramar M, Alim K. Calcium regulates cortex contraction in Physarum polycephalum. Phys Biol 2023; 21:016001. [PMID: 37975194 DOI: 10.1088/1478-3975/ad0a9a] [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: 06/22/2023] [Accepted: 11/08/2023] [Indexed: 11/19/2023]
Abstract
The tubular network-forming slime moldPhysarum polycephalumis able to maintain long-scale contraction patterns driven by an actomyosin cortex. The resulting shuttle streaming in the network is crucial for the organism to respond to external stimuli and reorganize its body mass giving rise to complex behaviors. However, the chemical basis of the self-organized flow pattern is not fully understood. Here, we present ratiometric measurements of free intracellular calcium in simple morphologies ofPhysarumnetworks. The spatiotemporal patterns of the free calcium concentration reveal a nearly anti-correlated relation to the tube radius, suggesting that calcium is indeed a key regulator of the actomyosin activity. We compare the experimentally observed phase relation between the radius and the calcium concentration to the predictions of a theoretical model including calcium as an inhibitor. Numerical simulations of the model suggest that calcium indeed inhibits the contractions inPhysarum, although a quantitative difference to the experimentally measured phase relation remains. Unraveling the mechanism underlying the contraction patterns is a key step in gaining further insight into the principles ofPhysarum's complex behavior.
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Affiliation(s)
- Bjoern Kscheschinski
- Max Planck Institute for Dynamics and Self-Organization, 37077 Göttingen, Germany
| | - Mirna Kramar
- Max Planck Institute for Dynamics and Self-Organization, 37077 Göttingen, Germany
| | - Karen Alim
- Max Planck Institute for Dynamics and Self-Organization, 37077 Göttingen, Germany
- TUM School of Natural Sciences, Department of Bioscience, Center for Protein Assemblies (CPA), Technical University of Munich, Garching, 85748, Germany
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Boussard A, Fessel A, Oettmeier C, Briard L, Döbereiner HG, Dussutour A. Adaptive behaviour and learning in slime moulds: the role of oscillations. Philos Trans R Soc Lond B Biol Sci 2021; 376:20190757. [PMID: 33487112 PMCID: PMC7935053 DOI: 10.1098/rstb.2019.0757] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/27/2020] [Indexed: 12/11/2022] Open
Abstract
The slime mould Physarum polycephalum, an aneural organism, uses information from previous experiences to adjust its behaviour, but the mechanisms by which this is accomplished remain unknown. This article examines the possible role of oscillations in learning and memory in slime moulds. Slime moulds share surprising similarities with the network of synaptic connections in animal brains. First, their topology derives from a network of interconnected, vein-like tubes in which signalling molecules are transported. Second, network motility, which generates slime mould behaviour, is driven by distinct oscillations that organize into spatio-temporal wave patterns. Likewise, neural activity in the brain is organized in a variety of oscillations characterized by different frequencies. Interestingly, the oscillating networks of slime moulds are not precursors of nervous systems but, rather, an alternative architecture. Here, we argue that comparable information-processing operations can be realized on different architectures sharing similar oscillatory properties. After describing learning abilities and oscillatory activities of P. polycephalum, we explore the relation between network oscillations and learning, and evaluate the organism's global architecture with respect to information-processing potential. We hypothesize that, as in the brain, modulation of spontaneous oscillations may sustain learning in slime mould. This article is part of the theme issue 'Basal cognition: conceptual tools and the view from the single cell'.
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Affiliation(s)
- Aurèle Boussard
- Research Centre on Animal Cognition (CRCA), Centre for Integrative Biology (CBI), Toulouse University, CNRS, UPS, Toulouse 31062, France
| | - Adrian Fessel
- Institut für Biophysik, Universität Bremen, Otto-Hahn-Allee 1, 28359 Bremen, Germany
| | - Christina Oettmeier
- Institut für Biophysik, Universität Bremen, Otto-Hahn-Allee 1, 28359 Bremen, Germany
| | - Léa Briard
- Research Centre on Animal Cognition (CRCA), Centre for Integrative Biology (CBI), Toulouse University, CNRS, UPS, Toulouse 31062, France
| | | | - Audrey Dussutour
- Research Centre on Animal Cognition (CRCA), Centre for Integrative Biology (CBI), Toulouse University, CNRS, UPS, Toulouse 31062, France
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Dussutour A. Learning in single cell organisms. Biochem Biophys Res Commun 2021; 564:92-102. [PMID: 33632547 DOI: 10.1016/j.bbrc.2021.02.018] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 02/02/2021] [Accepted: 02/04/2021] [Indexed: 12/12/2022]
Abstract
The survival of all species requires appropriate behavioral responses to environmental challenges. Learning is one of the key processes to acquire information about the environment and adapt to changing and uncertain conditions. Learning has long been acknowledged in animals from invertebrates to vertebrates but remains a subject of debate in non-animal systems such a plants and single cell organisms. In this review I will attempt to answer the following question: are single cell organisms capable of learning? I will first briefly discuss the concept of learning and argue that the ability to acquire and store information through learning is pervasive and may be found in single cell organisms. Second, by focusing on habituation, the simplest form of learning, I will review a series of experiments showing that single cell organisms such as slime molds and ciliates display habituation and follow most of the criteria adopted by neuroscientists to define habituation. Then I will discuss disputed evidence suggesting that single cell organisms might also undergo more sophisticated forms of learning such as associative learning. Finally, I will stress out that the challenge for the future is less about whether or not to single cell organisms fulfill the definition of learning established from extensive studies in animal systems and more about acknowledging and understanding the range of behavioral plasticity exhibited by such fascinating organisms.
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Affiliation(s)
- Audrey Dussutour
- Research Centre on Animal Cognition (CRCA), Centre for Integrative Biology (CBI), Toulouse University, CNRS, UPS, Toulouse, 31062, AD, France.
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KOHAMA K. Calcium inhibition as an intracellular signal for actin-myosin interaction. PROCEEDINGS OF THE JAPAN ACADEMY. SERIES B, PHYSICAL AND BIOLOGICAL SCIENCES 2016; 92:478-498. [PMID: 27941307 PMCID: PMC5328785 DOI: 10.2183/pjab.92.478] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Accepted: 10/26/2016] [Indexed: 06/06/2023]
Abstract
Intracellular signaling pathways include both the activation and the inhibition of biological processes. The activation of Ca2+ regulation of actin-myosin interactions was examined first, whereas it took 20 years for the author to clarify the inhibitory mode by using Physarum polycephalum, a lower eukaryote. This review describes the investigation of the inhibitory mode since 1980. The inhibitory effect of Ca2+ on myosin was detected chemically by ATPase assays and mechanically by in vitro motility assays. The Ca2+-binding ability of Physarum myosin is as high as that of scallop myosin. Ca2+ inhibits Physarum myosin, whereas it activates scallop myosin. We cloned cDNA of the myosin heavy chain and light chains to express a hybrid of Physarum and scallop myosin, and found that the Ca-binding light chain (CaLc), which belongs to an alkali light chain class, plays a major role in Ca inhibition. The role of CaLc was confirmed by mutating its EF-hand, Ca-binding structure and expressing Physarum myosin as a recombinant protein. Thus, the data obtained by classical protein purification were confirmed by the results obtained with the modern recombinant techniques. However, there are some discrepancies that remain to be solved as described in Section XII.
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Affiliation(s)
- Kazuhiro KOHAMA
- Research Institute of Pharmaceutical Sciences, Musashino University, Nishitokyo, Tokyo, Japan
- Professor emeritus, Gunma University, Maebashi, Gunma, Japan
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Farkas L, Malnasi-Csizmadia A, Nakamura A, Kohama K, Nyitray L. Localization and characterization of the inhibitory Ca2+-binding site of Physarum polycephalum myosin II. J Biol Chem 2003; 278:27399-405. [PMID: 12754206 DOI: 10.1074/jbc.m304220200] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
A myosin II is thought to be the driving force of the fast cytoplasmic streaming in the plasmodium of Physarum polycephalum. This regulated myosin, unique among conventional myosins, is inhibited by direct Ca2+ binding. Here we report that Ca2+ binds to the first EF-hand of the essential light chain (ELC) subunit of Physarum myosin. Flow dialysis experiments of wild-type and mutant light chains and the regulatory domain revealed a single binding site that shows moderate specificity for Ca2+. The regulatory light chain, in contrast to regulatory light chains of higher eukaryotes, is unable to bind divalent cations. Although the Ca2+-binding loop of ELC has a canonical sequence, replacement of glutamic acid to alanine in the -z coordinating position only slightly decreased the Ca2+ affinity of the site, suggesting that the Ca2+ coordination is different from classical EF-hands; namely, the specific "closed-to-open" conformational transition does not occur in the ELC in response to Ca2+. Ca2+- and Mg2+-dependent conformational changes in the microenvironment of the binding site were detected by fluorescence experiments. Transient kinetic experiments showed that the displacement of Mg2+ by Ca2+ is faster than the change in direction of cytoplasmic streaming; therefore, we conclude that Ca2+ inhibition could operate in physiological conditions. By comparing the Physarum Ca2+ site with the well studied Ca2+ switch of scallop myosin, we surmise that despite the opposite effect of Ca2+ binding on the motor activity, the two conventional myosins could have a common structural basis for Ca2+ regulation.
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Affiliation(s)
- Laszlo Farkas
- Department of Biochemistry, Eötvös Loránd University, Budapest 1117, Hungary
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Nakamura A, Kohama K. Calcium regulation of the actin-myosin interaction of Physarum polycephalum. INTERNATIONAL REVIEW OF CYTOLOGY 1999; 191:53-98. [PMID: 10343392 DOI: 10.1016/s0074-7696(08)60157-6] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Plasmodia of Physarum polycephalum show vigorous cytoplasmic streaming, the motive force of which is supported by the actin-myosin interaction. Calcium is not required for the interaction but inhibits it. This calcium inhibition, a regulatory mode first discovered in Physarum, is the overwhelming mode of regulation of cytoplasmic streaming of plant cells and lower eukaryotes, and it is diametrically opposite to calcium activation of the interaction found in muscle and nonmuscle cells of the animal kingdom. Myosin, myosin II in myosin superfamily, is the most important protein for Ca2+ action. Its essential light chain, called calcium-binding light chain, is the sole protein that binds Ca2+. Although phosphorylation and dephosphorylation of myosin modify its properties, regulation of physiological significance is shown to be Ca-binding to myosin. The actin-binding protein of Physarum amplifies calcium inhibition when Ca2+ binds to calmodulin and other calcium-binding proteins. This review also includes characterization of this and other calcium-binding proteins of Physarum.
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Affiliation(s)
- A Nakamura
- Department of Pharmacology, Gunma University School of Medicine, Japan
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Murray M, Foxon J, Sweeney F, Orr E. Identification, partial sequence and genetic analysis of mlpA, a novel gene encoding a myosin-related protein in Physarum polycephalum. Curr Genet 1994; 25:114-21. [PMID: 7916270 DOI: 10.1007/bf00309535] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Studies of motility in Physarum polycephalum have concentrated on the well-defined actomyosin system in plasmodia. It is clear from recent genetic studies in lower eukaryotes that myosin is involved in a number of physiological processes in addition to the contractile functions previously ascribed to the classical type II myosins. Moreover, the myosin protein family has proved to be more complex than anticipated, with an increasing number of reported specialized isoforms. Although a myosin type II activity has been identified in both amoebae and plasmodia of P. polycephalum, and it has been inferred that these proteins undergo a phase-specific isoform switch during development, this phenomenon has not been analysed genetically. In an effort to understand the putative developmental expression of actomyosin-associated proteins, we isolated a 180-kDa protein from amoebae which is highly enriched, along with actin and myosin, in actomyosin preparations in the presence of mM concentrations of Mg++ ions and 10 mM of ATP. Using polyclonal antisera raised against pl80 we have cloned and sequenced a partial cDNA encoding a protein whose predicted amino-acid sequence indicates some similarity with the Dictyostelium discoideum myosin heavy-chain tail domain. Southern-blot and RFLP analyses indicate that the gene involved, designated mlpA (myosin-like protein), occurs in a single copy in the genome, is a novel Physarum gene and is expressed during amoebal and plasmodial growth and in the dormant forms of both these cell types.
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Affiliation(s)
- M Murray
- Department of Genetics, University of Leicester, UK
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Analysis of Microfilament Organization and Contractile Activities in Physarum. ACTA ACUST UNITED AC 1994. [DOI: 10.1016/s0074-7696(08)62088-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/30/2023]
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Stimulation of the interaction between actin and myosin by Physarum caldesmon-like protein and smooth muscle caldesmon. J Biol Chem 1991. [DOI: 10.1016/s0021-9258(18)54705-0] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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Nachmias VT. Hybrids of Physarum myosin light chains and desensitized scallop myofibrils. J Biophys Biochem Cytol 1981; 90:408-14. [PMID: 6457052 PMCID: PMC2111881 DOI: 10.1083/jcb.90.2.408] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
The two light chains of Physarum myosin have been purified in a 1:1 ratio with a yield of 0.5-1 mg/100 g of plasmodium and a purity of 40-70%; the major contaminant is a 42,000-dalton protein. The 17,700 Mr Physarum myosin light chain (PhLC1) binds to scallop myofibrils, providing the regulatory light chains (ScRLC) have been removed. The 16,500 Mr light (PhLC2) does not bind to scallop myofibrils. The calcium control of scallop myosin ATPase is lost by the removal of one of the two ScRLC's and restored equally well by the binding of either PhLC1 or rabbit skeletal myosin light chains. When both ScRLC's are removed, replacement by two plasmodial light chains does not restore calcium control as platelet or scallop light chains do. Purified plasmodial actomyosin does not bind calcium in 10(-6) M free calcium, 1 mM MgCl2. No tropomyosin was isolated from Physarum by standard methods. Because the Physarum myosin light chains can substitute only partially for light chains from myosin linked systems, because calcium does not bind to the actomyosin, and because tropomyosin is apparently absent, the regulation of plasmodial actomyosin by micromolar Ca++ may involve other mechanisms, possibly phosphorylation.
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Yoshimoto Y, Matsumura F, Kamiya N. Simultaneous oscillations of Ca2+ efflux and tension generation in the permealized plasmodial strand of Physarum. CELL MOTILITY 1981; 1:433-43. [PMID: 6819083 DOI: 10.1002/cm.970010404] [Citation(s) in RCA: 77] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Calcium is now generally thought to play a key role in regulating a variety of cellular movements. When the plasmodium of Physarum polycephalum was treated with the calcium-ionophore A23187 or the quasi-ionophore amphotericin B, Ca2+ leaked out. Ca2+ efflux into the ambient solution from the plasmodial strand segment was measured by the luminescence of a photoprotein aequorin, and the tensile force production was recorded simultaneously. Ca2+ efflux oscillated with the same period as the cycle of tension generation in the strand, but the phase of cyclic changes in Ca2+ efflux was opposite to that of tension generation. That is, Ca2+ efflux fell in the increasing tension phase and rose in the decreasing tension phase. Cyclic changes in efflux of Ca2+ are provisionally interpreted as reflecting corresponding changes in concentrations of free Ca2+ in the cytoplasm.
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