Control principles of complex systems

YY Liu, AL Barabási - Reviews of Modern Physics, 2016 - APS
A reflection of our ultimate understanding of a complex system is our ability to control its
behavior. Typically, control has multiple prerequisites: it requires an accurate map of the …

Software for systems biology: from tools to integrated platforms

S Ghosh, Y Matsuoka, Y Asai, KY Hsin… - Nature Reviews …, 2011 - nature.com
Understanding complex biological systems requires extensive support from software tools.
Such tools are needed at each step of a systems biology computational workflow, which …

Observability of complex systems

YY Liu, JJ Slotine, AL Barabási - Proceedings of the …, 2013 - National Acad Sciences
A quantitative description of a complex system is inherently limited by our ability to estimate
the system's internal state from experimentally accessible outputs. Although the …

[PDF][PDF] Control: A perspective.

KJ Åström, PR Kumar - Autom., 2014 - bwang-ccny.github.io
Nature discovered feedback long ago. It created feedback mechanisms and exploited them
at all levels, that are central to homeostasis and life. As a technology, control dates back at …

Controllability analysis of the directed human protein interaction network identifies disease genes and drug targets

A Vinayagam, TE Gibson, HJ Lee… - Proceedings of the …, 2016 - National Acad Sciences
The protein–protein interaction (PPI) network is crucial for cellular information processing
and decision-making. With suitable inputs, PPI networks drive the cells to diverse functional …

How can physics underlie the mind

G Ellis - Top-Down Causation in the Human Context. Berlin and …, 2016 - Springer
As the title suggests, the subject of this book is the emergence of complexity and the mind,
focusing on the role of top-down causation. The aim is to engage with the complexity of the …

Long-term model predictive control of gene expression at the population and single-cell levels

J Uhlendorf, A Miermont, T Delaveau… - Proceedings of the …, 2012 - National Acad Sciences
Gene expression plays a central role in the orchestration of cellular processes. The use of
inducible promoters to change the expression level of a gene from its physiological level has …

Systems genomics evaluation of the SH-SY5Y neuroblastoma cell line as a model for Parkinson's disease

A Krishna, M Biryukov, C Trefois, PMA Antony… - BMC genomics, 2014 - Springer
Background The human neuroblastoma cell line, SH-SY5Y, is a commonly used cell line in
studies related to neurotoxicity, oxidative stress, and neurodegenerative diseases. Although …

Top-down causation and emergence: some comments on mechanisms

GFR Ellis - Interface Focus, 2012 - royalsocietypublishing.org
Both bottom-up and top-down causation occur in the hierarchy of structure and causation. A
key feature is multiple realizability of higher level functions, and consequent existence of …

Signaling pathway models as biomarkers: Patient-specific simulations of JNK activity predict the survival of neuroblastoma patients

D Fey, M Halasz, D Dreidax, SP Kennedy… - Science …, 2015 - science.org
Signaling pathways control cell fate decisions that ultimately determine the behavior of
cancer cells. Therefore, the dynamics of pathway activity may contain prognostically relevant …