Establishing the stochastic nature of intracellular calcium oscillations from experimental data.
Calcium has been established as a key messenger in both intra- and intercellular signaling. Experimentally observed intracellular calcium responses to different agonists show a variety of behaviors from simple spiking to complex oscillatory regimes. Here we study typical experimental traces of calcium oscillations in hepatocytes obtained in response to phenylephrine and ATP. The traces were analyzed with methods of nonlinear time series analysis in order to determine the stochastic/deterministic nature of the intracellular calcium oscillations. Despite the fact that the oscillations appear, visually, to be deterministic yet perturbed by noise, our analyses provide strong evidence that the measured calcium traces in hepatocytes are prevalently of stochastic nature. In particular, bursting calcium oscillations are temporally correlated Gaussian series distorted by a monotonic, instantaneous, time-independent function, whilst the spiking behavior appears to have a dynamical nonlinear component whereby the overall determinism level is still low. The biological importance of this finding is discussed in relation to the mechanisms incorporated in mathematical models as well as the role of stochasticity and determinism at cellular and tissue levels which resemble typical statistical and thermodynamic effects in physics.
Perc
Matjaz
M
Department of Physics, Faculty of Natural Sciences and Mathematics, University of Maribor, Koroska cesta 160, SI-2000 Maribor, Slovenia.
Green
Anne K
AK
Dixon
C Jane
CJ
Marhl
Marko
M
D000255:Adenosine Triphosphate / Q000494:pharmacology; D000818:Animals; D002118:Calcium / Q000032:analysis* / Q000378:metabolism; D020013:Calcium Signaling / Q000187:drug effects; D003600:Cytosol / Q000737:chemistry / Q000378:metabolism; D022781:Hepatocytes / Q000737:chemistry / Q000187:drug effects / Q000378:metabolism; D008954:Models, Biological; D010656:Phenylephrine / Q000494:pharmacology; D051381:Rats; D017208:Rats, Wistar
D010656:Phenylephrine; D000255:Adenosine Triphosphate; D002118:Calcium