Literature DB >> 23621685

The search for organizing principles as a cure against reductionism in systems medicine.

Olaf Wolkenhauer1, Sara Green.   

Abstract

Biological complexity has forced scientists to develop highly reductive approaches, with an ever-increasing degree of specialization. As a consequence, research projects have become fragmented, and their results strongly dependent on the experimental context. The general research question, that originally motivated these projects, appears to have been forgotten in many highly specialized research programmes. We here investigate the prospects for use of an old regulative ideal from systems theory to describe the organization of cellular systems 'in general' by identifying key concepts, challenges and strategies to pursue the search for organizing principles. We argue that there is no tension between the complexity of biological systems and the search for organizing principles. On the contrary, it is the complexity of organisms and the current level of techniques and knowledge that urge us to renew the search for organizing principles in order to meet the challenges that are arise from reductive approaches in systems medicine. Reductive approaches, as important and inevitable as they are, should be complemented by an integrative strategy that de-contextualizes through abstractions, and thereby generalizes results.
© 2013 FEBS.

Keywords:  fragmentation; generalization; mathematical general systems theory; mathematical modelling; multi-scale modelling; organizing principles; systems biology; systems medicine; systems theory; theorem proving

Mesh:

Year:  2013        PMID: 23621685     DOI: 10.1111/febs.12311

Source DB:  PubMed          Journal:  FEBS J        ISSN: 1742-464X            Impact factor:   5.542


  16 in total

1.  The role of philosophy of science in Responsible Research and Innovation (RRI): the case of nanomedicine.

Authors:  Gry Oftedal
Journal:  Life Sci Soc Policy       Date:  2014-04-26

2.  The role of theory and modeling in medical research.

Authors:  Olaf Wolkenhauer
Journal:  Front Physiol       Date:  2013-12-19       Impact factor: 4.566

3.  Systems Epidemiology: What's in a Name?

Authors:  O Dammann; P Gray; P Gressens; O Wolkenhauer; A Leviton
Journal:  Online J Public Health Inform       Date:  2014-12-15

4.  Preventing Data Ambiguity in Infectious Diseases with Four-Dimensional and Personalized Evaluations.

Authors:  Michelle J Iandiorio; Jeanne M Fair; Stylianos Chatzipanagiotou; Anastasios Ioannidis; Eleftheria Trikka-Graphakos; Nikoletta Charalampaki; Christina Sereti; George P Tegos; Almira L Hoogesteijn; Ariel L Rivas
Journal:  PLoS One       Date:  2016-07-13       Impact factor: 3.240

5.  Systems Medicine-Complexity Within, Simplicity Without.

Authors:  Richard Berlin; Russell Gruen; James Best
Journal:  J Healthc Inform Res       Date:  2017-05-10

Review 6.  Why model?

Authors:  Olaf Wolkenhauer
Journal:  Front Physiol       Date:  2014-01-28       Impact factor: 4.566

Review 7.  Tumor and the microenvironment: a chance to reframe the paradigm of carcinogenesis?

Authors:  Mariano Bizzarri; Alessandra Cucina
Journal:  Biomed Res Int       Date:  2014-06-12       Impact factor: 3.411

8.  The new holism: P4 systems medicine and the medicalization of health and life itself.

Authors:  Henrik Vogt; Bjørn Hofmann; Linn Getz
Journal:  Med Health Care Philos       Date:  2016-06

Review 9.  The (Mathematical) Modeling Process in Biosciences.

Authors:  Nestor V Torres; Guido Santos
Journal:  Front Genet       Date:  2015-12-22       Impact factor: 4.599

Review 10.  A perspective on bridging scales and design of models using low-dimensional manifolds and data-driven model inference.

Authors:  Jesper Tegnér; Hector Zenil; Narsis A Kiani; Gordon Ball; David Gomez-Cabrero
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2016-11-13       Impact factor: 4.226

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.