Mechanistic Model-Driven Biodesign in Mammalian Synthetic Biology

Yin Hoon Chew, Lucia Marucci*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)peer-review

Abstract

Mathematical modeling plays a vital role in mammalian synthetic biology by providing a framework to design and optimize design circuits and engineered bioprocesses, predict their behavior, and guide experimental design. Here, we review recent models used in the literature, considering mathematical frameworks at the molecular, cellular, and system levels. We report key challenges in the field and discuss opportunities for genome-scale models, machine learning, and cybergenetics to expand the capabilities of model-driven mammalian cell biodesign.
Original languageEnglish
Title of host publicationMammalian Synthetic Systems
EditorsFrancesca Ceroni, Karen Polizzi
Place of PublicationNew York
PublisherHumana Press
Pages71–84
ISBN (Electronic)9781071637180
ISBN (Print)9781071637173
DOIs
Publication statusPublished - 6 Mar 2024

Publication series

NameMethods in Molecular Biology
PublisherHumana
Volume2774
ISSN (Print)1064-3745
ISSN (Electronic)1940-6029

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