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From Molecules to Networks: Adoption of Systems Approaches in Circadian Rhythm Research

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New Challenges to Philosophy of Science

Part of the book series: The Philosophy of Science in a European Perspective ((PSEP,volume 4))

Abstract

In the 1990s circadian rhythm researchers made enormous progress in identifying the components and operations within the responsible mechanism in various species using the tools of molecular biology. In the past decade it has proven essential to supplement these with the tools of systems biology both to identify additional components but especially to understand how the mechanism can generate circadian phenomena. This has proven especially important since research has shown that individual neurons in the mammalian mechanism are highly variable and that the way they are organized in networks is crucial to generating regular circadian behavior.

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Notes

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    Mechanisms and mechanistic explanation has been the focus of considerable discussion in recent philosophy of science. See, for example, William Bechtel and Robert C. Richardson, Discovering Complexity: Decomposition and Localization as Strategies in Scientific Research. Cambridge (Mass.): The MIT Press. 1993 edition published by Princeton University Press 1993/2010; Peter Machamer, Lindley Darden, and Carl F. Craver, “Thinking About Mechanisms”, in: Philosophy of Science 67, 2000, pp. 1-25. In recent papers I have distinguished basic mechanistic explanation, which focuses on recomposing mechanisms through mental simulation, and dynamic mechanistic explanation, which appeals to computational models and dynamical systems theory to recompose mechanisms and explain how they function. See William Bechtel, “Mechanism and Biological Explanation”, in: Philosophy of Science 78, 4, 2011, pp. 533-557; William Bechtel and Adele Abrahamsen, “Dynamic Mechanistic Explanation: Computational Modeling of Circadian Rhythms as an Exemplar for Cognitive Science”, in: Studies in History and Philosophy of Science Part A 41, 3, 2010, pp. 321-333.

  2. 2.

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  3. 3.

    This conference in many respects marks the founding of circadian rhythm research as a distinct research field. The papers and some of the discussion were published in Cold Spring Harbor Symposia on Quantitative Biology 25, 1960.

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    In his analog simulations Goodwin reported oscillatory behavior with values as low as 2 or 3 for the Hill coefficient, but shortly afterward Griffith found in digital simulations that undamped oscillations would only occur with values greater than 9, generally recognized as biologically unrealistic: see J. S. Griffith, “Mathematics of Cellular Control Processes I. Negative Feedback to One Gene”, in: Journal of Theoretical Biology 20, 2, 1968, pp. 202-208. Accordingly, he concluded that negative feedback with a single gene product operating on a gene could never “give rise in practice to undamped oscillations in the concentrations of cellular constituents.” Subsequently models, such as those of Goldbeter (discussed below) employ additional nonlinearities elsewhere in the model (e.g., involving the degradation of various components) and so are able to use values of the Hill coefficient that are more biologically realistic.

  17. 17.

    Albert Goldbeter, “A Model for Circadian Oscillations in the Drosophila Period Protein (Per)”, in: Proceedings of the Royal Society of London. B: Biological Sciences 261, 1362, 1995, pp. 319-324.

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    Leslie B. Vosshall, Jeffrey L. Price, Amita Sehgal, Lino Saez, and Michael W. Young, “Block in Nuclear Localization of Period Protein by a Second Clock Mutation, Timeless”, in: Science 263, 5153, 1994, pp. 1606-1609.

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    Jean-Christophe Leloup and Albert Goldbeter, “A Model for Circadian Rhythms in Drosophila Incorporating the Formation of a Complex between the Per and Tim Proteins”, in: Journal of Biological Rhythms 13, 1, 1998, pp. 70-87.

  22. 22.

    Jean-Christophe Leloup and Albert Goldbeter, “Modeling the Mammalian Circadian Clock: Sensitivity Analysis and Multiplicity of Oscillatory Mechanisms”, in: Journal of Theoretical Biology 230, 4, 2004, pp. 541-562.

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  27. 27.

    Angela Relógio, Pal O. Westermark, Thomas Wallach, Katja Schellenberg, Achim Kramer, and Hanspeter Herzel, “Tuning the Mammalian Circadian Clock: Robust Synergy of Two Loops”, in: PLoS Comput Biol 7, 12, 2011, pp. e1002309.

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  29. 29.

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  30. 30.

    Erik D. Herzog, Sara J. Aton, Rika Numano, Yoshiyuki Sakaki, and Hajime Tei, “Temporal Precision in the Mammalian Circadian System: A Reliable Clock from Less Reliable Neurons”, in: Journal of Biological Rhythms 19, 1, 2004, pp. 35-46.

  31. 31.

    Didier Gonze, Samuel Bernard, Christian Waltermann, Achim Kramer, and Hanspeter Herzel, “Spontaneous Synchronization of Coupled Circadian Oscillators”, in: Biophysical Journal 89, 1, 2005, pp. 120-129.

  32. 32.

    Duncan Watts and Steven Strogratz, “Collective Dynamics of Small Worlds”, in: Nature 393, 1998, pp. 440-442.

  33. 33.

    Christina Vasalou, Erik D. Herzog, and Michael A. Henson, “Small-World Network Models of Intercellular Coupling Predict Enhanced Synchronization in the Suprachiasmatic Nucleus”, in: Journal of Biological Rhythms 24, 3, 2009, pp. 243-254.

  34. 34.

    Kirsten Meeker, Richard Harang, Alexis B. Webb, David K. Welsh, Francis J. Doyle, Guillaume Bonnet, Erik D. Herzog, and Linda R. Petzold, “Wavelet Measurement Suggests Cause of Period Instability in Mammalian Circadian Neurons”, in: Journal of Biological Rhythms 26, 4, 2011, pp. 353-362.

  35. 35.

    See Bechtel, op. cit. and Bechtel and Abrahamsen, op. cit.

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Bechtel, W. (2013). From Molecules to Networks: Adoption of Systems Approaches in Circadian Rhythm Research. In: Andersen, H., Dieks, D., Gonzalez, W., Uebel, T., Wheeler, G. (eds) New Challenges to Philosophy of Science. The Philosophy of Science in a European Perspective, vol 4. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-5845-2_17

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