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Mathematical modeling of PCR with variable concentrations of DNA and Taq polymerase


Article Information

Title: Mathematical modeling of PCR with variable concentrations of DNA and Taq polymerase

Authors: Saeeda Zia, Muhammad Shahbaz, Fraz Ahmad, Muhammad Zubair Yousaf Muhammad Hassan Raza, Rashid Saif

Journal: Pure and Applied Biology (PAB)

HEC Recognition History
Category From To
Y 2024-10-01 2025-12-31
Y 2022-07-01 2023-06-30

Publisher: Bolan Society for Pure and Applied Biology

Country: Pakistan

Year: 2025

Volume: 14

Issue: 3

Language: en

Categories

Abstract

Polymerase Chain Reaction (PCR) is one of the important techniques in molecular biology for many diagnostics and research applications. In this current theoretical PCR optimization research, out of its seven recipe reagents, two of the important constituents e.g., Deoxyribonucleic acid (DNA) which might be very rare in forensic cases and Taq polymerase enzyme due to its high cost were selected and mathematically modeled by computational simulations using MATLAB programming platform. Chemical equations of PCR stages were established using the law of mass action followed by differential equations derivations from each of the DNA amplification phases. First, a mathematical model of Taq polymerase enzyme with its variable concentrations ranging from 0.05-0.35  was formulated which showed the best PCR product of 0.61  obtained with 0.2  of polymerase. Similarly, by fixing the optimal polymerase concentration obtained in the previous simulation, the prime-DNA variable concentrations ranging from 0.5-3.5  were further simulated which showed the best PCR product of 0.94  at 2.0 . PCR wet-lab experimentation and gel-electrophoresis visualization validated mathematically simulated optimized concentrations of the aforementioned two reagents which vary the PCR product considerably. Current findings indicate that mathematically optimized concentrations of Taq-polymerase and template-DNA may reduce the PCR reagent cost, valuable time and energies of the scientist before delving into PCR wet-lab optimization, but other factors of target-sequence specificity, purity/concentrations of the other reagents, working hygiene, technical intricacies, biosafety and biosecurity factors may also contribute the desired yield of the amplicon.
Keywords DNA & Taqpol modeling; Mathematical biology; MATLAB simulations; Theoretical PCR optimization
http://dx.doi.org/10.19045/bspab.2025.140074


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