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Formal computational framework for the study of molecular evolution

หน่วยงาน Edinburgh Research Archive, United Kingdom

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ชื่อเรื่อง : Formal computational framework for the study of molecular evolution
นักวิจัย : Kwiatkowski, Marek
คำค้น : continuous π-calculus , variation operators
หน่วยงาน : Edinburgh Research Archive, United Kingdom
ผู้ร่วมงาน : Stark, Ian
ปีพิมพ์ : 2553
อ้างอิง : http://hdl.handle.net/1842/4765
ที่มา : -
ความเชี่ยวชาญ : -
ความสัมพันธ์ : M. Kwiatkowski and I. Stark, The continuous π-calculus: A process algebra for biochemical modelling, in Heiner and Uhrmacher pp. 103-122.
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

Over the past 10 years, multiple executable modelling formalisms for molecular biology have been developed in order to address the growing need for a system-level understanding of complex biological phenomena. An important class of these formalisms are biology-inspired process algebras, which offer-among other desirable properties - an almost complete separation of model specification (syntax) from model dynamics (semantics). In this thesis, the similarity between this separation and the genotype-phenotype duality in evolutionary biology is exploited to develop a process-algebraic approach to the study of evolution of biochemical systems. The main technical contribution of this thesis is the continuous π-calculus (cπ), a novel process algebra based on the classical π-calculus of Milner et. al. Its two defining characteristics are: continuous, compositional, computationally inexpensive semantics, and a exible interaction structure of processes (molecules). Both these features are conductive to evolutionary analysis of biochemical systems by, respectively, enabling many variants of a given model to be evaluated, and facilitating in silico evolution of new functional connections. A further major contribution is a collection of variation operators, syntactic model transformation schemes corresponding to common evolutionary events. When applied to a cπ model of a biochemical system, variation operators produce its evolutionary neighbours, yielding insights into the local fitness landscape and neutral neighbourhood. Two well-known biochemical systems are modelled in this dissertation to validate the developed theory. One is the KaiABC circadian clock in the cyanobacterium S. elongatus, the other is a mitogen-activated protein kinase cascade. In each case we study the system itself as well as its predicted evolutionary variants. Simpler examples, particularly that of a generic enzymatic reaction, are used throughout the thesis to illustrate important concepts as they are introduced.

บรรณานุกรม :
Kwiatkowski, Marek . (2553). Formal computational framework for the study of molecular evolution.
    กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom .
Kwiatkowski, Marek . 2553. "Formal computational framework for the study of molecular evolution".
    กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom .
Kwiatkowski, Marek . "Formal computational framework for the study of molecular evolution."
    กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom , 2553. Print.
Kwiatkowski, Marek . Formal computational framework for the study of molecular evolution. กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom ; 2553.