Extended transit compartment model to describe tumor delay using Coxian distribution

被引:0
|
作者
Jong Hyuk Byun
In-Soo Yoon
Song Yi Lee
Hyun-Jong Cho
Il Hyo Jung
机构
[1] Pusan National University,Department of Mathematics, College of Natural Sciences
[2] Pusan National University,Department of Manufacturing Pharmacy, College of Pharmacy and Research Institute of Drug Development
[3] Kangwon National University,Department of Pharmacy, College of Pharmacy
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
The measured response of cell population is often delayed relative to drug injection, and individuals in a population have a specific age distribution. Common approaches for describing the delay are to apply transit compartment models (TCMs). This model reflects that all damaged cells caused by drugs suffer transition processes, resulting in death. In this study, we present an extended TCM using Coxian distribution, one of the phase-type distributions. The cell population attacked by a drug is described via age-structured models. The mortality rate of the damaged cells is expressed by a convolution of drug rate and age density. Then applying to Erlang and Coxian distribution, we derive Erlang TCM, representing the existing model, and Coxian TCMs, reflecting sudden death at all ages. From published data of drug and tumor, delays are compared after parameter estimations in both models. We investigate the dynamical changes according to the number of the compartments. Model robustness and equilibrium analysis are also performed for model validation. Coxian TCM is an extended model considering a realistic case and captures more diverse delays.
引用
收藏
相关论文
共 50 条
  • [31] Calculation of molecular weight distribution using extended Cole-Cole model and quadratic mixing rule
    Junghaeng Lee
    Sangmo Kim
    Kwang Soo Cho
    [J]. Korea-Australia Rheology Journal, 2021, 33 : 65 - 78
  • [32] Calculation of the particle size distribution in suspension polymerization using a compartment-mixing model (vol 76, pg 495, 1998)
    Vivaldo-Lima, E
    Wood, PE
    Hamielec, AE
    Penlidis, A
    [J]. CANADIAN JOURNAL OF CHEMICAL ENGINEERING, 1998, 76 (04): : 827 - 827
  • [33] Extended analysis of intratumoral heterogeneity of primary osteosarcoma tissue using 3D-in-vivo-tumor-model
    Feder, Anna-Lena
    Pion, Eric
    Troebs, Johannes
    Lenze, Ulrich
    Prantl, Lukas
    Htwe, Maung Mg
    Phyo, Aung
    Haerteis, Silke
    Aung, Thiha
    [J]. CLINICAL HEMORHEOLOGY AND MICROCIRCULATION, 2020, 76 (02) : 133 - 141
  • [34] Space Distribution of SAR and Temperature in Human Body Model with Tumor Using Waveguide Applicator Array
    Ondrej, Fiser, Jr.
    Ilja, Merunka
    Lucie, Vojackova
    Jan, Vrba
    [J]. 2014 44TH EUROPEAN MICROWAVE CONFERENCE (EUMC), 2014, : 484 - 487
  • [35] Modelling Trade Durations Using Dynamic Logarithmic Component ACD Model with Extended Generalised Inverse Gaussian Distribution
    Tan, Yiing Fei
    Ng, Kok Haur
    Koh, You Beng
    Peiris, Shelton
    [J]. MATHEMATICS, 2022, 10 (10)
  • [36] Application of a Hydrothermal Time Seed Germination Model Using the Weibull Distribution to Describe Base Water Potential in Zucchini (Cucurbita pepo L.)
    Sadegh Atashi
    Esmaeil Bakhshandeh
    Mozde Mehdipour
    Mohsen Jamali
    Jaime A. Teixeira da Silva
    [J]. Journal of Plant Growth Regulation, 2015, 34 : 150 - 157
  • [37] Application of a Hydrothermal Time Seed Germination Model Using the Weibull Distribution to Describe Base Water Potential in Zucchini (Cucurbita pepo L.)
    Atashi, Sadegh
    Bakhshandeh, Esmaeil
    Mehdipour, Mozde
    Jamali, Mohsen
    Teixeira da Silva, Jaime A.
    [J]. JOURNAL OF PLANT GROWTH REGULATION, 2015, 34 (01) : 150 - 157
  • [38] Superpixel-based brain tumor segmentation in MR images using an extended local fuzzy active contour model
    Alipour, Niloufar
    Hasanzadeh, Reza P. R.
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (06) : 8835 - 8859
  • [39] Superpixel-based brain tumor segmentation in MR images using an extended local fuzzy active contour model
    Niloufar Alipour
    Reza P. R. Hasanzadeh
    [J]. Multimedia Tools and Applications, 2021, 80 : 8835 - 8859
  • [40] Three-dimensional model for skin tumor using plasmonic nanoparticles distribution and tissue optical clearing
    Soodeh Naderi
    Mohammad Reza Salehi
    Louiza Dehyadegari
    Mohammad Salehi
    Ebrahim Abiri
    [J]. Optical and Quantum Electronics, 2023, 55 (5)