Background: Reduced exercise capacity is nearly universal among Fontan patients, though its etiology is not yet fully understood. While previous computational studies have attempted to model Fontan exercise, they did not fully account for global physiologic mechanisms nor directly compare results against clinical and physiologic data. Methods: In this study, we developed a protocol to simulate Fontan lower-body exercise using a closed-loop lumped-parameter model describing the entire circulation. We analyzed clinical exercise data from a cohort of Fontan patients, incorporated previous clinical findings from literature, quantified a comprehensive list of physiological changes during exercise, translated them into a computational model of the Fontan circulation, and designed a general protocol to model Fontan exercise behavior. Using inputs of patient weight, height, and if available, patient-specific reference heart rate (HR) and oxygen consumption, this protocol enables the derivation of a full set of parameters necessary to model a typical Fontan patient of a given body-size over a range of physiologic exercise levels. Results: In light of previous literature data and clinical knowledge, the model successfully produced realistic trends in physiological parameters with exercise level. Applying this method retrospectively to a set of clinical Fontan exercise data, direct comparison between simulation results and clinical data demonstrated that the model successfully reproduced the average exercise response of a cohort of typical Fontan patients. Conclusion: This work is intended to offer a foundation for future advances in modeling Fontan exercise, highlight the needs in clinical data collection, and provide clinicians with quantitative reference exercise physiologies for Fontan patients.
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Department of Chemistry, Materials
and Chemical Engineering “Giulio Natta”,
Politecnico di Milano,
e-mail: giancarlo.pennati@polimi.it
Department of Chemistry, Materials
and Chemical Engineering “Giulio Natta”,
Politecnico di Milano,
e-mail: francesco.migliavacca@polimi.it
Article navigation
August 2014
Research-Article
A Simulation Protocol for Exercise Physiology in Fontan Patients Using a Closed Loop Lumped-Parameter Model
Ethan Kung,
Ethan Kung
Mechanical and Aerospace
Engineering Department,
e-mail: keo@ucsd.edu
Engineering Department,
University of California San Diego
,9500 Gilman Drive MC 0411
,La Jolla, CA 92093
e-mail: keo@ucsd.edu
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Giancarlo Pennati,
Department of Chemistry, Materials
and Chemical Engineering “Giulio Natta”,
Politecnico di Milano,
e-mail: giancarlo.pennati@polimi.it
Giancarlo Pennati
Laboratory of Biological Structure Mechanics
,Department of Chemistry, Materials
and Chemical Engineering “Giulio Natta”,
Politecnico di Milano,
Piazza Leonardo da Vinci, 32
,Milan 20133
, Italy
e-mail: giancarlo.pennati@polimi.it
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Francesco Migliavacca,
Department of Chemistry, Materials
and Chemical Engineering “Giulio Natta”,
Politecnico di Milano,
e-mail: francesco.migliavacca@polimi.it
Francesco Migliavacca
Laboratory of Biological Structure Mechanics
,Department of Chemistry, Materials
and Chemical Engineering “Giulio Natta”,
Politecnico di Milano,
Piazza Leonardo da Vinci, 32
,Milan 20133
, Italy
e-mail: francesco.migliavacca@polimi.it
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Tain-Yen Hsia,
Tain-Yen Hsia
Cardiorespiratory Unit,
e-mail: hsiat@gosh.nhs.uk
Great Ormond Street Hospital for Children
,7th Floor, Nurses Home
,London WC1N 3JH
, UK
e-mail: hsiat@gosh.nhs.uk
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Richard Figliola,
Richard Figliola
Mechanical Engineering Department,
e-mail: fgliola@clemson.edu
Clemson University
,216 South Palmetto Boulevard
,Clemson, SC 29634-0921
e-mail: fgliola@clemson.edu
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Alison Marsden,
Alison Marsden
Mechanical and Aerospace
Engineering Department,
e-mail: amarsden@eng.ucsd.edu
Engineering Department,
University of California San Diego
,9500 Gilman Drive MC 0411
,La Jolla, CA 92093
e-mail: amarsden@eng.ucsd.edu
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Alessandro Giardini,
Alessandro Giardini
Cardiorespiratory Unit,
e-mail: alessandro.giardini@gosh.nhs.uk
Great Ormond Street Hospital for Children
,7th Floor, Nurses Home
,London WC1N 3JH
, UK
e-mail: alessandro.giardini@gosh.nhs.uk
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Ethan Kung
Mechanical and Aerospace
Engineering Department,
e-mail: keo@ucsd.edu
Engineering Department,
University of California San Diego
,9500 Gilman Drive MC 0411
,La Jolla, CA 92093
e-mail: keo@ucsd.edu
Giancarlo Pennati
Laboratory of Biological Structure Mechanics
,Department of Chemistry, Materials
and Chemical Engineering “Giulio Natta”,
Politecnico di Milano,
Piazza Leonardo da Vinci, 32
,Milan 20133
, Italy
e-mail: giancarlo.pennati@polimi.it
Francesco Migliavacca
Laboratory of Biological Structure Mechanics
,Department of Chemistry, Materials
and Chemical Engineering “Giulio Natta”,
Politecnico di Milano,
Piazza Leonardo da Vinci, 32
,Milan 20133
, Italy
e-mail: francesco.migliavacca@polimi.it
Tain-Yen Hsia
Cardiorespiratory Unit,
e-mail: hsiat@gosh.nhs.uk
Great Ormond Street Hospital for Children
,7th Floor, Nurses Home
,London WC1N 3JH
, UK
e-mail: hsiat@gosh.nhs.uk
Richard Figliola
Mechanical Engineering Department,
e-mail: fgliola@clemson.edu
Clemson University
,216 South Palmetto Boulevard
,Clemson, SC 29634-0921
e-mail: fgliola@clemson.edu
Alison Marsden
Mechanical and Aerospace
Engineering Department,
e-mail: amarsden@eng.ucsd.edu
Engineering Department,
University of California San Diego
,9500 Gilman Drive MC 0411
,La Jolla, CA 92093
e-mail: amarsden@eng.ucsd.edu
Alessandro Giardini
Cardiorespiratory Unit,
e-mail: alessandro.giardini@gosh.nhs.uk
Great Ormond Street Hospital for Children
,7th Floor, Nurses Home
,London WC1N 3JH
, UK
e-mail: alessandro.giardini@gosh.nhs.uk
Manuscript received January 4, 2014; final manuscript received March 5, 2014; accepted manuscript posted March 24, 2014; published online June 5, 2014. Assoc. Editor: Tim David.
J Biomech Eng. Aug 2014, 136(8): 081007 (13 pages)
Published Online: June 5, 2014
Article history
Received:
January 4, 2014
Revision Received:
March 5, 2014
Accepted:
March 24, 2014
Connected Content
Citation
Kung, E., Pennati, G., Migliavacca, F., Hsia, T., Figliola, R., Marsden, A., Giardini, A., and MOCHA Investigators (June 5, 2014). "A Simulation Protocol for Exercise Physiology in Fontan Patients Using a Closed Loop Lumped-Parameter Model." ASME. J Biomech Eng. August 2014; 136(8): 081007. https://doi.org/10.1115/1.4027271
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