Anticipating critical transitions

M Scheffer, SR Carpenter, TM Lenton, J Bascompte… - science, 2012 - science.org
Tipping points in complex systems may imply risks of unwanted collapse, but also
opportunities for positive change. Our capacity to navigate such risks and opportunities can …

The application of principal component analysis to drug discovery and biomedical data

A Giuliani - Drug discovery today, 2017 - Elsevier
Highlights•Principal Component Analysis provides a general frame for systemic approaches
in pharmacology.•Principal components correspond to the latent factors of a data …

Major depression as a complex dynamic system

AOJ Cramer, CD Van Borkulo, EJ Giltay… - PloS one, 2016 - journals.plos.org
In this paper, we characterize major depression (MD) as a complex dynamic system in which
symptoms (eg, insomnia and fatigue) are directly connected to one another in a network …

Cell fate decision as high-dimensional critical state transition

M Mojtahedi, A Skupin, J Zhou, IG Castaño… - PLoS …, 2016 - journals.plos.org
Cell fate choice and commitment of multipotent progenitor cells to a differentiated lineage
requires broad changes of their gene expression profile. But how progenitor cells overcome …

Dynamic and thermodynamic models of adaptation

AN Gorban, TA Tyukina, LI Pokidysheva… - Physics of life …, 2021 - Elsevier
The concept of biological adaptation was closely connected to some mathematical,
engineering and physical ideas from the very beginning. Cannon in his “The wisdom of the …

Law of the minimum paradoxes

AN Gorban, LI Pokidysheva, EV Smirnova… - Bulletin of mathematical …, 2011 - Springer
Abstract The “Law of the Minimum” states that growth is controlled by the scarcest resource
(limiting factor). This concept was originally applied to plant or crop growth (Justus von …

The misleading Dodo Bird verdict. How much of the outcome variance is explained by common and specific factors?

G De Felice, A Giuliani, S Halfon, S Andreassi… - New Ideas in …, 2019 - Elsevier
The literature on psychotherapy research makes use of the so-called" Dodo Bird Verdict" to
show that therapeutic change owes more to common factors than to specific techniques …

Recurrence quantification analysis of heart rate variability to detect both ventilatory thresholds

G Zimatore, L Falcioni, MC Gallotta, V Bonavolontà… - PLoS …, 2021 - journals.plos.org
Aims of this study were: to verify if Recurrence Quantification Analysis (RQA) of Heart Rate
Variability (HRV) time series could determine both ventilatory thresholds in individuals with …

Systems healthcare: a holistic paradigm for tomorrow

MS Fiandaca, M Mapstone, E Connors, M Jacobson… - BMC systems …, 2017 - Springer
Abstract Systems healthcare is a holistic approach to health premised on systems biology
and medicine. The approach integrates data from molecules, cells, organs, the individual …

Detecting metabolic thresholds from nonlinear analysis of heart rate time series: a review

G Zimatore, MC Gallotta, M Campanella… - International Journal of …, 2022 - mdpi.com
Heart rate time series are widely used to characterize physiological states and athletic
performance. Among the main indicators of metabolic and physiological states, the detection …