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Routing Physarum “Signals” with Chemicals

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Advances in Physarum Machines

Part of the book series: Emergence, Complexity and Computation ((ECC,volume 21))

Abstract

The chemotaxis behaviour of the plasmodial stage of the true slime mould Physarum polycephalum was assessed when given a binary choice between two volatile organic chemicals (VOCs) placed in its environment. All possible binary combinations were tested between 19 separate VOCs selected due to their prevalence and biological activity in common plant and insect species. The slime mould exhibited positive chemotaxis towards a number of VOCs with the following order of preference: farnesene \(> \beta \)-myrcene \(>\) tridecane \(>\) limonene \(>\) p-cymene \(>\) 3-octanone \(> \beta \)-pinene \(>\) m-cresol \(>\) benzylacetate \(>\) cis-3-hexenylacetate. For the remaining compounds no positive phototaxis was observed in any of the experiments, and for most compounds there was an inhibitory effect on the growth of the slime mould. By assessing this lack of growth or failure to propagate it was possible to produce a list of compounds ranked in terms of their inhibitory effect: nonanal \(>\) benzaldehyde \(>\) methyl benzoate \(>\) linalool \(>\) methyl-p-benzoquinone \(>\) eugenol \(>\) benzyl alcohol \(>\) geraniol \(>\) 2-phenylethanol. This analysis shows a distinct preference of the slime mould for non-oxygenated terpene and terpene like compounds (farnesene, \(\beta \)-myrcene, limonene, p-cymene and \(\beta \)-pinene). In contrast terpene based alcohols such as geraniol and linalool were found to have a strong inhibitory effect on the slime mould. Both the aldehydes utilised in this study had the strongest inhibitory effect on the slime mould of all the 19 VOCs tested. Interestingly 3-octanone which has a strong association with a “fungal odour” was the only compound with an oxygenated functionality where Physarum Polycephalum exhibits distinct positive chemotaxis. We utilise the knowledge on chemotactic assays to route Physarum “signals at a series of junctions. By applying chemical inputs at a simple T-junction we were able to reproducibly control the path taken by the plasmodium of Physarum. Where the chemoattractant farnesene was used at one input a routed signal could be reproducibly generated i.e. Physarum moves towards the source of chemoattractant. Where the chemoattractant was applied at both inputs the signal was reproducibly split i.e. at the junction the plasmodium splits and moves towards both sources of chemoattractant. If a chemorepellent was used then the signal was reproducibly suppressed i.e. Physarum did not reach either output and was confined to the input channel. This was regardless of whether a chemoattractant was used in combination with the chemorepellent showing a hierarchy of inhibition over attraction. If no chemical input was used in the simple circuit then a random signal was generated, whereby Physarum would move towards one output at the junction, but the direction was randomly selected. We extended this study to a more complex series of T-junctions to explore further the potential of routing Physarum. Although many of the “circuits were completed effectively, any errors from the implementation of the simple T-junction were magnified. There were also issues with cascading effects through multiple junctions. This work highlights the potential for exploiting chemotaxis to achieve complex and reliable routing of Physarum signals. This may be useful in implementing computing algorithms, design of autonomous robots and directed material synthesis. In additional experiments we showed that the application of chemoattractant compounds at specific locations on a homogeneous substrate could be used to reliably control the spatial configuration of Physarum.

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References

  1. Adamatzky, A.: Routing physarum with repellents. Eur. Phys. J. E 31(4), 403–410 (2010)

    Article  Google Scholar 

  2. Adamatzky, A.: Physarum Machines: Computers from Slime Mould, vol. 74. World Scientific, Singapore (2010)

    Google Scholar 

  3. Adamatzky, A.: Slime mould logical gates: exploring ballistic approach (2010). arXiv preprint arXiv:1005.2301

  4. Adamatzky, A.: On attraction of slime mould physarum polycephalum to plants with sedative properties. Nature Proc. 10 (2011)

    Google Scholar 

  5. Adamatzky, A., De Lacy Costello, B.: Physarum attraction: why slime mold behaves as cats do? Commun. Integr. Biol. 5(3), 297–299 (2012)

    Article  Google Scholar 

  6. Adamatzky, A., De Lacy Costello, B.: Experimental logical gates in a reaction-diffusion medium: the XOR gate and beyond. Phys. Rev. E 66(4), 046112 (2002)

    Article  Google Scholar 

  7. Aldrich, H.: Cell Biology of Physarum and Didymium V1: Organisms, Nucleus, and Cell Cycle. Elsevier (2012)

    Google Scholar 

  8. Carlile, M.J.: Nutrition and chemotaxis in the myxomycete Physarum polycephalum: the effect of carbohydrates on the plasmodium. J. Gen. Microbiol. 63(2), 221–226 (1970)

    Article  Google Scholar 

  9. Chet, I., Naveh, A., Henis, Y.: Chemotaxis of physarum polycephalum towards carbohydrates, amino acids and nucleotides. J. Gen. Microbiol. 102(1), 145–148 (1977)

    Article  Google Scholar 

  10. Coman, D.R.: Additional observations on positive and negative chemotaxis: experiments with a myxomycete. Arch. Pathol. 29, 220–228 (1940)

    Google Scholar 

  11. De Lacy Costello, B., Adamatzky, A.I.: Assessing the chemotaxis behavior of physarum polycephalum to a range of simple volatile organic chemicals. Commun. Integr. Biol. 6(5), e25030 (2013)

    Article  Google Scholar 

  12. Denbo, J.R., Miller, D.M.: Inhibition of movement in slime mold plasmodia by specific carbohydrates. Comp. Biochem. Physiol. Part A: Physiol. 60(3), 269–272 (1978)

    Article  Google Scholar 

  13. Durham, A.C., Ridgway, E.B.: Control of chemotaxis in physarum polycephalum. J. Cell Biol. 69(1), 218–223 (1976)

    Article  Google Scholar 

  14. Dussutour, A., Latty, T., Beekman, M., Simpson, S.J.: Amoeboid organism solves complex nutritional challenges. Proc. Natl. Acad. Sci. 107(10), 4607–4611 (2010)

    Article  Google Scholar 

  15. Gough, Jeffrey, Jones, Gareth, Lovell, Chris, Macey, Paul, Morgan, Hywel, Revilla, Ferran, Spanton, Robert, Tsuda, Soichiro, Zauner, Klaus-Peter: Integration of cellular biological structures into robotic systems. Acta Futur. 3, 43–49 (2009)

    Google Scholar 

  16. Holley, J., Jahan, I., De Lacy Costello, B., Bull, L., Adamatzky, A.: Logical and arithmetic circuits in belousov-zhabotinsky encapsulated disks. Phys. Rev. E 84(5), 056110 (2011)

    Article  Google Scholar 

  17. Holliday, E.A., Walker, F.M., Brodie III, E.D., Formica, V.A.: Differences in defensive volatiles of the forked fungus beetle, bolitotherus cornutus, living on two species of fungus. J. Chem. Ecol. 35(11), 1302–1308 (2009)

    Google Scholar 

  18. Horiuchi, Yoko, Kimura, Reika, Kato, Noriko, Fujii, Takeshi, Seki, Masako, Endo, Toyoshige, Kato, Takashi, Kawashima, Koichiro: Evolutional study on acetylcholine expression. Life Sci. 72(15), 1745–1756 (2003)

    Article  Google Scholar 

  19. Jiang, J., He, X., Cane, D.E.: Geosmin biosynthesis: streptomyces coelicolor germacradienol/germacrene D synthase converts farnesyl diphosphate to geosmin. J. Am. Chem. Soc. 128(25), 8128–8129 (2006)

    Article  Google Scholar 

  20. Kaminski, E., Stawicki, S., Wasowicz, E.: Volatile flavor compounds produced by molds of aspergillus, penicillium, and fungi imperfecti. Appl. Microbiol. 27(6), 1001–1004 (1974)

    Google Scholar 

  21. Kateb, H., de Lacy Costello, B.: Analysis of the volatiles in the headspace above the plasmodium and sporangia of the slime mould (physarum polycephalum) by spme-gcms (2013). arXiv preprint arXiv:1307.8017

  22. Kincaid, R.L., Mansour, T.E.: Chemotaxis toward carbohydrates and amino acids in physarum polycephalum. Exp. Cell Res. 116(2), 377–385 (1978)

    Article  Google Scholar 

  23. Kincaid, R.L., Mansour, T.E.: Measurement of chemotaxis in the slime mold physarum polycephalum. Exp. Cell Res. 116(2), 365–375 (1978)

    Article  Google Scholar 

  24. Knowles, D.J.C., Carlile, M.J.: The chemotactic response of plasmodia of the myxomycete physarum polycephalum to sugars and related compounds. J. Gen. Microbiol. 108(1), 17–25 (1978)

    Article  Google Scholar 

  25. Knowles, D.J.C., Carlile, M.J.: Growth and migration of plasmodia of the myxomycete physarum polycephalum: the effect of carbohydrates, including agar. J. Gen. Microbiol. 108(1), 9–15 (1978)

    Article  Google Scholar 

  26. Matveeva, N.B., Egorova, E.M., Beilina, S.I., Lednev, V.V.: Chemotactic assay for biological effects of silver nanoparticles. Biophysics 51(5), 758–763 (2006)

    Article  Google Scholar 

  27. McClory, Alexandrena, Coote, J.G.: The chemotactic response of the myxomycete physarum polycephalum to amino acids, cyclic nucleotides and folic acid. FEMS Microbiol. Lett. 26(2), 195–200 (1985)

    Article  Google Scholar 

  28. Nakajima, Hiromichi, Hatano, Sadashi: Acetylcholinesterase in the plasmodium of the myxomycete, physarum polycephalum. J. Cell. Comp. Phys. 59(3), 259–263 (1962)

    Article  Google Scholar 

  29. Park, H.M., Lee, J.H., Yaoyao, J., Jun, H.J., Lee, S.J.: Limonene, a natural cyclic terpene, is an agonistic ligand for adenosine A(2A) receptors. Biochem. Biophys. Res. Commun. 404(1), 345–348 (2011)

    Article  Google Scholar 

  30. Ryan, M.F., Byrne, O.: Plant-insect coevolution and inhibition of acetylcholinesterase. J. Chem. Ecol. 14(10), 1965–1975 (1988)

    Article  Google Scholar 

  31. Schiestl, F.P.: The evolution of floral scent and insect chemical communication. Ecol. Lett. 13(5), 643–656 (2010)

    Article  Google Scholar 

  32. Shaaya, E., Rafaeli, A.: Essential oils as biorational insecticides-potency and mode of action. Insecticides Design Using Advanced Technologies, pp. 249–261. Springer, Berlin (2007)

    Chapter  Google Scholar 

  33. Stephenson, S.L., Stempen, H., Hall, I.: Myxomycetes: A Handbook of Slime Molds. Timber Press Portland, Oregon (1994)

    Google Scholar 

  34. Stevens, W.M., Adamatzky, A., Jahan, I., de Lacy Costello, B.: Time-dependent wave selection for information processing in excitable media. Phys. Rev. E 85(6), 066129 (2012)

    Article  Google Scholar 

  35. Toth, R., Stone, C., Adamatzky, A., de Lacy Costello, B., Bull, L.: Dynamic control and information processing in the belousov-zhabotinsky reaction using a coevolutionary algorithm. J. Chem. Phys. 129(18), 184708 (2008)

    Article  Google Scholar 

  36. Toth, R., Stone, C., Adamatzky, A., de Lacy Costello, B., Bull, L.: Experimental validation of binary collisions between wave fragments in the photosensitive belousov-zhabotinsky reaction. Chaos, Solitons Fractals 41(4), 1605–1615 (2009)

    Article  Google Scholar 

  37. Tsuda, S., Zauner, K.-P., Gunji, Y.-P.: Robot control: from silicon circuitry to cells. Biologically Inspired Approaches to Advanced Information Technology, pp. 20–32. Springer, Berlin (2006)

    Chapter  Google Scholar 

  38. Ueda, T., Muratsugu, M., Kurihara, K., Kobatake, Y.: Chemotaxis in physarum polycephalum: effects of chemicals on isometric tension of the plasmodial strand in relation to chemotactic movement. Exp. Cell Res. 100(2), 337–344 (1976)

    Article  Google Scholar 

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De Lacy Costello, B., Adamatzky, A. (2016). Routing Physarum “Signals” with Chemicals. In: Adamatzky, A. (eds) Advances in Physarum Machines. Emergence, Complexity and Computation, vol 21. Springer, Cham. https://doi.org/10.1007/978-3-319-26662-6_9

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  • DOI: https://doi.org/10.1007/978-3-319-26662-6_9

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