TY - JOUR
T1 - A three-compartment pharmacokinetic model to predict the interstitial concentration of talaporfin sodium in the myocardium for photodynamic therapy
T2 - A method combining measured fluorescence and analysis of the compartmental origin of the fluorescence
AU - Uno, Yuko
AU - Ogawa, Emiyu
AU - Aiyoshi, Eitaro
AU - Arai, Tsunenori
N1 - Funding Information:
Acknowledgments: This work has been supported in part by Acceleration of Transformative Research for Medical Innovation of the Japan Agency for Medical Research and Development.
Publisher Copyright:
© 2018 by the authors. Licensee MDPI, Basel, Switzerland.
PY - 2019/1/22
Y1 - 2019/1/22
N2 - To evaluate the effectiveness of photodynamic therapy occurring in the interstitial space of the myocardium, we estimated the interstitial concentration of talaporfin sodium in the canine myocardium by constructing a three-compartment pharmacokinetic model based on measured changes in talaporfin sodium plasma concentration and myocardial fluorescence. Differential rate equations of talaporfin sodium concentration in the plasma, interstitial space, and cell compartment were developed with individual compartment volume, concentration, and rate constants. Using measured volume ratios based on histological examinations, we defined that the myocardial fluorescence consisted of the linear addition of fluorescence generated from these three compartments. The rate constants were obtained by fitting to minimize the sum of the squared errors between the measured talaporfin sodium concentrations and the calculated concentrations divided by the number of data points using the conjugate gradient method in MATLAB. We confirmed that this fitting operation may be appropriate, because a coefficient of determination between the measured talaporfin sodium changes and the calculated concentrations using our equations was 0.99. Consequently, to estimate the interstitial concentration in the canine myocardium, we propose a three-compartment pharmacokinetic model construction methodology using measured changes in talaporfin sodium plasma concentration and changes in myocardial fluorescence.
AB - To evaluate the effectiveness of photodynamic therapy occurring in the interstitial space of the myocardium, we estimated the interstitial concentration of talaporfin sodium in the canine myocardium by constructing a three-compartment pharmacokinetic model based on measured changes in talaporfin sodium plasma concentration and myocardial fluorescence. Differential rate equations of talaporfin sodium concentration in the plasma, interstitial space, and cell compartment were developed with individual compartment volume, concentration, and rate constants. Using measured volume ratios based on histological examinations, we defined that the myocardial fluorescence consisted of the linear addition of fluorescence generated from these three compartments. The rate constants were obtained by fitting to minimize the sum of the squared errors between the measured talaporfin sodium concentrations and the calculated concentrations divided by the number of data points using the conjugate gradient method in MATLAB. We confirmed that this fitting operation may be appropriate, because a coefficient of determination between the measured talaporfin sodium changes and the calculated concentrations using our equations was 0.99. Consequently, to estimate the interstitial concentration in the canine myocardium, we propose a three-compartment pharmacokinetic model construction methodology using measured changes in talaporfin sodium plasma concentration and changes in myocardial fluorescence.
KW - Interstitial space
KW - Myocardial fluorescence
KW - Pharmacokinetics
KW - Talaporfin sodium
KW - Three-compartment model
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U2 - 10.3390/bioengineering6010001
DO - 10.3390/bioengineering6010001
M3 - Article
AN - SCOPUS:85061797970
SN - 2306-5354
VL - 6
JO - Bioengineering
JF - Bioengineering
IS - 1
M1 - 1
ER -