Computer Simulation Modeling for Analyzing Mammary Gland Tumor Cells
Aggression Level Restricted by Comparative Chemotherapy using
Docetaxel and Doxorubicin Both with Cyclophosphamide
Muhammad Adeel1, Muhammad Asif 1*, Muhammad
Naeem Faisal2, Shahbaz Ahmad1 and Wafa Majeed2
1Department
of Computer Science, National Textile University, Faisalabad,
Pakistan
2Institute
of Pharmacy, Physiology, and Pharmacology, University of Agriculture
Faisalabad-Pakistan
*Corresponding author:
asif@ntu.edu.pk
Abstract
Using simulation modeling, this study analyzes
“tumor cells aggression level” (TCAL) in mammary gland
tumor-induced rat models by chemotherapy with docetaxel plus
cyclophosphamide (TC) and doxorubicin plus cyclophosphamide (AC). The presented
“simulation model for TC and AC” (SMTA) compares the efficacy of these drugs
against TCAL by providing visual interaction of the drugs with tumor cells. It
will help to decide the better drug combination for controlling TCAL. Mammary
gland tumor was induced in 389 rat models using 2.5 mg N-methyl-N-nitrosourea
in 0.2 mL normal saline. For four chemo cycles, 198 rats were treated with TC
and 191 with AC. Using published and derived equations, rules were programmed
for observing interactions among SMTA agents. Two-sample t-test, at α=0.05, was
applied for statistical analysis of rat model results. For validation, paired
t-test was used to compare SMTA, rat models, and
published results. Analyzing rat models, there was a
significant
statistical difference between overall
change in Hb level and WBC count affected by TC and AC. P-value=0.000<0.05, for
both Hb level and WBC count, affected
3.98% and 5.13% respectively more by TC than AC. Providing SMTA with same drugs
administration, given to rat models, 3.8% more tumor cells were controlled by AC
than TC. Validating results from rat models and SMTA, there was no significant
difference between means of overall trend in change of: (i) Hb level (p-value=
0.795>0.05), (ii) WBC count (p-value= 0.374>0.05). AC remained better than TC in
controlling TCAL with a lesser effect on
WBC count and Hb level.
To Cite This Article:
Adeel M, Asif M, Faisal MN, Ahmad S and Majeed W,
2019. Computer simulation modeling for
analyzing mammary gland tumor cells aggression level restricted by comparative
chemotherapy using docetaxel and doxorubicin both with cyclophosphamide.
Pak Vet J, 39(3): 416-422.
http://dx.doi.org/10.29261/pakvetj/2019.084