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Analyzing the Functional Properties of the Creatine Kinase System with Multiscale ‘Sloppy’ Modeling

Overview of attention for article published in PLoS Computational Biology, August 2011
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Title
Analyzing the Functional Properties of the Creatine Kinase System with Multiscale ‘Sloppy’ Modeling
Published in
PLoS Computational Biology, August 2011
DOI 10.1371/journal.pcbi.1002130
Pubmed ID
Authors

Hannes Hettling, Johannes HGM van Beek

Abstract

In this study the function of the two isoforms of creatine kinase (CK; EC 2.7.3.2) in myocardium is investigated. The 'phosphocreatine shuttle' hypothesis states that mitochondrial and cytosolic CK plays a pivotal role in the transport of high-energy phosphate (HEP) groups from mitochondria to myofibrils in contracting muscle. Temporal buffering of changes in ATP and ADP is another potential role of CK. With a mathematical model, we analyzed energy transport and damping of high peaks of ATP hydrolysis during the cardiac cycle. The analysis was based on multiscale data measured at the level of isolated enzymes, isolated mitochondria and on dynamic response times of oxidative phosphorylation measured at the whole heart level. Using 'sloppy modeling' ensemble simulations, we derived confidence intervals for predictions of the contributions by phosphocreatine (PCr) and ATP to the transfer of HEP from mitochondria to sites of ATP hydrolysis. Our calculations indicate that only 15±8% (mean±SD) of transcytosolic energy transport is carried by PCr, contradicting the PCr shuttle hypothesis. We also predicted temporal buffering capabilities of the CK isoforms protecting against high peaks of ATP hydrolysis (3750 µM*s(-1)) in myofibrils. CK inhibition by 98% in silico leads to an increase in amplitude of mitochondrial ATP synthesis pulsation from 215±23 to 566±31 µM*s(-1), while amplitudes of oscillations in cytosolic ADP concentration double from 77±11 to 146±1 µM. Our findings indicate that CK acts as a large bandwidth high-capacity temporal energy buffer maintaining cellular ATP homeostasis and reducing oscillations in mitochondrial metabolism. However, the contribution of CK to the transport of high-energy phosphate groups appears limited. Mitochondrial CK activity lowers cytosolic inorganic phosphate levels while cytosolic CK has the opposite effect.

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Geographical breakdown

Country Count As %
United States 1 <1%
Germany 1 <1%
Brazil 1 <1%
Unknown 117 98%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 23 19%
Researcher 21 18%
Student > Bachelor 21 18%
Student > Master 17 14%
Professor > Associate Professor 4 3%
Other 11 9%
Unknown 23 19%
Readers by discipline Count As %
Agricultural and Biological Sciences 28 23%
Biochemistry, Genetics and Molecular Biology 19 16%
Sports and Recreations 9 8%
Engineering 9 8%
Medicine and Dentistry 8 7%
Other 21 18%
Unknown 26 22%