Paradox Entails New Kinds of Medical Knowledge

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Bruce J. West

Abstract

This essay concerns the inevitability of contradiction and the resulting paradox that occurs in the modeling of complex phenomena in general and within medicine in particular. We address how encountering a logical impasse in the interpretation of experimental data using simple models, forces the development of next generation mega models, or theory, in order to resolve an empirical paradox. The challenge to overcome such a data-based complexity barrier was met in physics with the development of quantum mechanics at the beginning of the twentieth century in order to resolve the paradoxical properties light, resulting in a revolutionary new way to understand the physical universe. A no-less transformational understanding of the complex way the human body combats illness occurred in medicine somewhat earlier when Jenner determined that the way to protect against a life-threatening disease was to expose a patient to that very disease. What could be more paradoxical than a vaccine? This was the beginning of a science revolution in medicine, requiring the synthesis of multiple disciplines to understand what was demonstrably true about vaccinations. New theory entailed by the resolution of empirical paradox invariably leads to new kinds of knowledge that is incompatible with prior understanding and this was certainly the case in medicine. Herein it is argued that the source of complexity is criticality, which is the emergent collective behavior of natural systems, and it is the cooperative behavior of critical dynamics that ultimately resolves empirical paradox. Understanding how to systematically resolve such internal contradictions is a necessity if the progress of medical understanding is to outpace the technology on which much of today’s understanding is based.


 

Article Details

How to Cite
WEST, Bruce J.. Paradox Entails New Kinds of Medical Knowledge. Medical Research Archives, [S.l.], v. 7, n. 8, aug. 2019. ISSN 2375-1924. Available at: <https://esmed.org/MRA/mra/article/view/1953>. Date accessed: 23 nov. 2024. doi: https://doi.org/10.18103/mra.v7i7.1953.
Section
Research Articles

References

Dickens C., A Tale of Two Cities, Centennial Edition, Heron Books; the final chapter was published in Dickens' circular, All the Year Round (1859).
West BJ and Grigolini P, Habituation and 1/f-noise, Physic A. 2010; 389: 5706-15.
Anderson PW, More is different, Science. 1972; 177: 393-6.
Greene JA and Loscalzo J, Putting the Patient Back Together - Social Medicine, Network Medicine, and Limits of Reductionism, N. Engl. J Med. 2017; 377: 2493-2499.
Loscalzo J, Barabasi A-L, and Silverman EK, Complex systems in human disease and therapeutics, pp.1-16, in Network Medicine 2017,Cambridge, MA, Harvard University Press.
Veraart A, Faassen EJ, Dakos V, van Nes EH, Lürling M and Scheffer M, Recovery rates reflect distance to a tipping point in a living system, Nature Lett. 2012; 481: 357-359.
van de Leemput I, Wichers M, Angélique S, et al., Critical slowing down as early warning of the onset and termination of depression, PNAS. 2014; 111: 87-92.
West B.J., Mahmoodi K and Grigolini P, Empirical Paradox, Complexity Thinking and Generating New Kinds of Knowledge. 2019; Cambridge Scholars, Cambridge, UK.
Quine W.V., Paradox, in The Ways of Paradox and other essays. 1966; Harvard University Press, Cambridge, MA.
Patton H.D., Chapter 10, in Physiology and Biophysics. Ed. T.C. Ruch and H.D. Patton, W.B. Saunders Co., Philadelphia and London.
West B.J., Fractal Physiology and the Fractional Calculus: A Perspective, Front. Physiol. 2010; 1(12): 1-18.
Rodolfo K., What is Homeostasis?, Scientific American. 2016; 282:
West, B.J., Where Medicine Went Wrong. 2006; World Scientific, New Jersey.
Wiener N., Cybernetics: Or Control and Communication in the Animal and the Machine. 1948; MIT Press, Cambridge, MA. ISBN 978-0-262-73009-9.
Ashby WR, An Introduction to Cybernetics. 1957; Chapman & Hall LTD.
West BJ, Geneston EL and Grigolini P, Maximizing information exchange between complex networks, Phys. Rep. 2008; 468: 1-99.
Mahmoodi K, West BJ and Grigolini P, Complexity Matching and Requisite Variety, under review
Kello CT, Beltz BC, Holden JG and Van Orden GC, The emergent coordination of cognitive function, J. of Exp. Psych. 2007; 136: 551-62.
Deligniéres D, Almurad ZMH, Roume C and Marmelat V, Multifractal signatures of complexity matching, Exp. Brain Res. 2016; 234- 2773-81.
Pease A, Mahmoodi K and West BJ, Complexity measures of music, Chaos, Solitons and Fractals. 2018; 108: 82-90.
Su Z-Y and Wu T, Music walk, fractal geometry in music, Physica A. 2007;380: 418-25.
Voss RF and Clarke J, 1/f noise in music and speech, Nature (London). 1975; 258: 317-19.
Li W. and Holste D, Universal 1/f noise, crossovers of scaling exponents, and chromosome-specific patterns of guanine-cytosine content in DNA sequences of the human genome, Phys. Rev. E. 2005; 71: 041910-15.
Tuladhar R, Bohara G, Grigolini P and West BJ, Meditation-Induced Coherence and Critical Events, Front. Physiol. 2018; 9: 626 -35. doi: 10.3389/fphys.2018.00626
Almurad ZMH, Roume C and Deligniéres D, Complexity matching in side-by-side walking, Human Movement Sc. 2017; 54: .
Den Hartigh RJR, MarmelatV and Cox RFA, Multiscale coordination between athletes: Complexity matching in ergometer rowing, Human Movement Sc. 2018; 57: 434-43.
Coey CA, Washburn A, Hassebrock J and Richardson MJ, Complexity matching effects in bimanual and interpersonal syncopated finger tapping, Neuroscience Letters. 2016; 616: 204-11.
Abney DH, Paxton A, Dale R and Kello CT, Complexity matching in dyadic conversation, J. Exp. Psych.: Gen. 2014; 143: 2304-12.
Fine JM, Likens AD, Amazeen EL and Amazeen PG, Emergent Complexity Matching in Interpersonal Coordination: Local Dynamics and Global Variability, J. Exp. Psych.: Human Perc. and Perf. 2015; 41: 723-42.
Marmelat V and Deligniéres D, Strong anticipation: complexity matching in interpersonal coordination, Exp. Brain. Res. 2012; 222: 137-145.
Strogatz S, Sync:The emerging science of spontaneous order. 2003; Hyperion, NY.
Wilson KG, The renormalization group: critical phenomena and the Kondo problem, Rev. Mod. Phys. 1975; 47: 773-95.
Turalska M, Lukovic M, West BJ and Grigolini P, Complexity and synchronization, Phys. Rev. E. 2009; 80: 021110-1.
Watkins NW, Pruessner G, Chapman SC, Crosby NB and Jensen HJ, 25 years of self-organized criticality: concepts and controversies, Space Sci. Rev. 2015; 198: 3-44.
Bak P, How nature works, the science of self-organized criticality. 1996; Springer-Verlag, NY.
Tagliazucchi E and Chialvo DR, Brain complexity born out of criticality, in Physics, Computation, and the Mind - Advances and Challenges at Interfaces. 2012; Eds. J. Marro, P. L. Garrido & J. J. Torres, American Institute of Physics, NY.
Fraiman D and Chialvo DR, What kind of noise is brain noise: anomalous scaling behavior of the resting brain activity fluctuations, Front. Physiol. 2012; 3: 307-16.
Beggs JM and Plenz D, Neuronal avalanches in neocortical circuits, J. Neuroscience. 2003; 23: 11167-77.
Lovecchio E, Allegrini P, Geneston E, West BJ and Grigolini P, From self-organized to extended criticality, Front. Physiol. 2012; 3: 1-13.
Jung P, Cornell-Bell A, Madden S and Moss F, Noise-Induced spiral waves in Astrocyte Syncytia show evidence of self-organized criticality, Am. Physiol. Soc. 1998; : 1098-105.
Tsuchiya M, Giuliani A, Hashimoto M, Erenpreisa J and Yoshikawa K, Self-organizing global gene expression regulated through criticality: mechanism of the cell-fate change, PLOS ONE. 2016; :
Nivala M, Ko CY, Nivala M, Weiss JN and Qu Z, Criticality in intracellular calcium signaling in cardiac myocytes, Biophys. J. 2012; 102: 2433-42.
Mahmoodi K, West BJ and Grigolini P, Self-organizing complex networks: individual versus global rules, Frontiers in Physiology. 2017; 8: 478-89.
Hofmann B, The paradox of health care, Health Care Analysis. 2001; 9: 369-386.