Literature DB >> 11580105

Complexity and non-linearity in shock research: reductionism or synthesis?

E A Neugebauer1, C Willy, S Sauerland.   

Abstract

The various analytical techniques used to explain the many supposed mediators of sepsis and septic shock have outpaced the integrative approaches that simplify this complexity for the physiologist and the clinician. In this article we discuss the pros and cons of reductionism and its limitations in the field of shock research and emphasize the need for synthesis research. Taking account of the historical development of natural science, we will discuss the question of how far a reductionist approach can help to explain biological phenomena and conclude that reductionism, although essential to the scientific process, reduces the evidence absurdity if exaggerated. The part is never the whole, and it is impossible to understand the whole through limited dissections of its parts. The understanding of complex systems requires approaches other than those of explanatory reductionism. We emphasize a different approach-systems thinking. Systems scientists are not interested in the underlying components; they describe and characterize complex relations. Other disciplines that use systems thinking should be studied. However, to follow the concept of synthesis, reductionists must describe the components of the system. Reductionism and synthesis are therefore the two sides of a coin. Professional synthesis research is a serious challenge in shock research.

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Year:  2001        PMID: 11580105     DOI: 10.1097/00024382-200116040-00003

Source DB:  PubMed          Journal:  Shock        ISSN: 1073-2322            Impact factor:   3.454


  13 in total

1.  In silico and in vivo approach to elucidate the inflammatory complexity of CD14-deficient mice.

Authors:  Jose M Prince; Ryan M Levy; John Bartels; Arie Baratt; John M Kane; Claudio Lagoa; Jonathan Rubin; Judy Day; Joyce Wei; Mitchell P Fink; Sanna M Goyert; Gilles Clermont; Timothy R Billiar; Yoram Vodovotz
Journal:  Mol Med       Date:  2006 Apr-Jun       Impact factor: 6.354

Review 2.  Translational systems biology: introduction of an engineering approach to the pathophysiology of the burn patient.

Authors:  Gary An; James Faeder; Yoram Vodovotz
Journal:  J Burn Care Res       Date:  2008 Mar-Apr       Impact factor: 1.845

Review 3.  Sepsis: from pattern to mechanism and back.

Authors:  Gary An; Rami A Namas; Yoram Vodovotz
Journal:  Crit Rev Biomed Eng       Date:  2012

4.  Global sensitivity analysis of a mathematical model of acute inflammation identifies nonlinear dependence of cumulative tissue damage on host interleukin-6 responses.

Authors:  Shibin Mathew; John Bartels; Ipsita Banerjee; Yoram Vodovotz
Journal:  J Theor Biol       Date:  2014-06-05       Impact factor: 2.691

5.  Sepsis: Something old, something new, and a systems view.

Authors:  Rami Namas; Ruben Zamora; Rajaie Namas; Gary An; John Doyle; Thomas E Dick; Frank J Jacono; Ioannis P Androulakis; Gary F Nieman; Steve Chang; Timothy R Billiar; John A Kellum; Derek C Angus; Yoram Vodovotz
Journal:  J Crit Care       Date:  2011-07-27       Impact factor: 3.425

6.  Agent-based modeling of endotoxin-induced acute inflammatory response in human blood leukocytes.

Authors:  Xu Dong; Panagiota T Foteinou; Steven E Calvano; Stephen F Lowry; Ioannis P Androulakis
Journal:  PLoS One       Date:  2010-02-18       Impact factor: 3.240

Review 7.  In silico modeling: methods and applications to trauma and sepsis.

Authors:  Yoram Vodovotz; Timothy R Billiar
Journal:  Crit Care Med       Date:  2013-08       Impact factor: 7.598

Review 8.  Insights into the Role of Chemokines, Damage-Associated Molecular Patterns, and Lymphocyte-Derived Mediators from Computational Models of Trauma-Induced Inflammation.

Authors:  Rami A Namas; Qi Mi; Rajaie Namas; Khalid Almahmoud; Akram M Zaaqoq; Othman Abdul-Malak; Nabil Azhar; Judy Day; Andrew Abboud; Ruben Zamora; Timothy R Billiar; Yoram Vodovotz
Journal:  Antioxid Redox Signal       Date:  2015-12-10       Impact factor: 8.401

9.  Challenges and rewards on the road to translational systems biology in acute illness: four case reports from interdisciplinary teams.

Authors:  Gary An; C Anthony Hunt; Gilles Clermont; Edmund Neugebauer; Yoram Vodovotz
Journal:  J Crit Care       Date:  2007-06       Impact factor: 3.425

10.  A dynamic view of trauma/hemorrhage-induced inflammation in mice: principal drivers and networks.

Authors:  Qi Mi; Gregory Constantine; Cordelia Ziraldo; Alexey Solovyev; Andres Torres; Rajaie Namas; Timothy Bentley; Timothy R Billiar; Ruben Zamora; Juan Carlos Puyana; Yoram Vodovotz
Journal:  PLoS One       Date:  2011-05-10       Impact factor: 3.240

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