MATHEMATICALLY MODELING PCR: AN ASYMPTOTIC APPROXIMATION WITH POTENTIAL FOR OPTIMIZATION

被引:2
|
作者
Garlick, Martha [1 ]
Powell, James [1 ]
Eyre, David [2 ]
Robbins, Thomas [2 ]
机构
[1] Utah State Univ, Dept Math & Stat, Logan, UT 84322 USA
[2] Idaho Technol Inc, Salt Lake City, UT 84108 USA
关键词
PCR; polymerase chain reaction; dynamical systems; mathematical model; method of multiple scales; optimization; REAL-TIME PCR; POLYMERASE-CHAIN-REACTION; AMPLIFICATION;
D O I
10.3934/mbe.2010.7.363
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
A mathematical model for PCR (Polymerase Chain Reaction) is developed using the law of mass action and simplifying assumptions regarding the structure of the reactions. Differential equations are written from the chemical equations, preserving the detail of the complementary DNA single strand being extended one base pair at a time. The equations for the annealing stage are solved analytically. The method of multiple scales is used to approximate solutions for the extension stage, and a map is developed from the solutions to simulate PCR. The mass recreates observed PCR well, and gives us the ability to optimize the PCR process. Our results suggest that dynamically optimizing the extension and annealing stages of individual samples may significantly reduce the total time for a PCR run. Moreover, we present a nearly optimal design that functions almost as well and does not depend on the specifics of a single reaction, and so would work for multi sample and multiplex applications.
引用
收藏
页码:363 / 384
页数:22
相关论文
共 50 条
  • [41] ASYMPTOTIC APPROXIMATION OF CONVEX CURVES
    LUDWIG, M
    ARCHIV DER MATHEMATIK, 1994, 63 (04) : 377 - 384
  • [42] Asymptotic Approximation by Regular Languages
    Sin'ya, Ryoma
    SOFSEM 2021: THEORY AND PRACTICE OF COMPUTER SCIENCE, 2021, 12607 : 74 - 88
  • [43] Approximation processes and asymptotic relations
    Rasa, Ioan
    CARPATHIAN JOURNAL OF MATHEMATICS, 2014, 30 (03) : 395 - 400
  • [44] An asymptotic approximation for TCP CUBIC
    Poojary, Sudheer
    Sharma, Vinod
    QUEUEING SYSTEMS, 2019, 91 (1-2) : 171 - 203
  • [45] AN ASYMPTOTIC FORMULA IN BEST APPROXIMATION
    REYES, NN
    JOURNAL OF APPROXIMATION THEORY, 1995, 80 (02) : 253 - 266
  • [46] Generalized gradient approximation exchange energy functional with correct asymptotic behavior of the corresponding potential
    Carmona-Espindola, Javier
    Gazquez, Jose L.
    Vela, Alberto
    Trickey, S. B.
    JOURNAL OF CHEMICAL PHYSICS, 2015, 142 (05):
  • [47] Exact exchange potential for slabs: Asymptotic behavior of the Krieger-Li-Iafrate approximation
    Engel, Eberhard
    PHYSICAL REVIEW B, 2018, 97 (07)
  • [48] Gaussian approximation potential modeling of lithium intercalation in carbon nanostructures
    Fujikake, So
    Deringer, Volker L.
    Lee, Tae Hoon
    Krynski, Marcin
    Elliott, Stephen R.
    Csanyi, Gabor
    JOURNAL OF CHEMICAL PHYSICS, 2018, 148 (24):
  • [49] Asymptotic and Non-asymptotic Results in the Approximation by Bernstein Polynomials
    José A. Adell
    Daniel Cárdenas-Morales
    Results in Mathematics, 2022, 77
  • [50] Asymptotic and Non-asymptotic Results in the Approximation by Bernstein Polynomials
    Adell, Jose A.
    Cardenas-Morales, Daniel
    RESULTS IN MATHEMATICS, 2022, 77 (04)