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Linking recombinant gene sequence to protein product manufacturability using CHO cell genomic resources

Linking recombinant gene sequence to protein product manufacturability using CHO cell genomic resources
使用 CHO 细胞基因组资源将重组基因序列与蛋白质产品可制造性联系起来
批准号:
BB/K011197/1
负责人:
David James
金额:
$83.45万
依托单位:
依托单位国家:
英国
项目类别:
Research Grant
财政年份:
2013
资助国家:
英国
项目状态:
已结题
起止时间:
2013 至 --

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中文摘要
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英文摘要
Biopharmaceutical companies producing the new generation of recombinant DNA derived therapeutic proteins (e.g. cancer medicines such as Herceptin and Avastin) often use mammalian cells grown in culture to make the protein product. All production processes are based, fundamentally, upon the ability of the host mammalian cell factory to use a synthetic DNA genetic "code" to manufacture the complex protein product. This is a cornerstone of modern biotechnology. However, because protein synthesis is so complex, involving many cellular resources and machines, it is extremely difficult for genetic engineers to design a DNA code that will best enable the mammalian cell factory to operate most efficiently. Moreover, as individual mammalian cell factories can be very variable, they may differ substantially in their relative ability to make the product. As a consequence, a lot of time and money has to be spent by companies on the initial phases of the biopharmaceutical development process conducting intensive screening operations to find the best cell factory (out of a large population) able to use the genetic code it has been given. For a different protein product it is necessary to start the whole development process again.In this project we will utilise recently available high information content molecular analysis technologies and computational tools to "de-convolute" the complexity of protein synthesis in mammalian cell factories. Effectively, we know that the mammalian cell factory uses its own genetic code to make thousands of its own proteins (machines) that together perform a variety of functions that enable the cell to grow and divide. The rate at which these proteins are made varies hugely, over 1000-fold, so that the cell can make each bit of protein machinery in the right quantity to do its job. We will measure how efficiently each cellular protein is made then using advanced biological information analysis (bioinformatics) and mathematics we will determine how the cell uses pieces of information embedded in each of its genes to vary the rate at which a specific protein is made.This will enable us to create, for the first time, a usable set of "design rules" (computer programmes) that genetic engineers and cell factory developers can employ to (i) reliably design the best genetic code for any given protein product and (ii) accurately predict how much of the protein product the mammalian cell factory can make. This is important as it means that biopharmaceutical companies can design a predictable production system from scratch, enabling a more rapid transition through lengthy cell factory development processes towards (pre-)clinical trials.
期刊论文(7)
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会议论文
DOI: --
发表时间: 2015-11
期刊: arXiv: Learning
影响因子: --
作者: [Zhenwen Dai;Andreas C. Damianou;Javier I. González;Neil D. Lawrence]
通讯作者: Zhenwen Dai;Andreas C. Damianou;Javier I. González;Neil D. Lawrence
DOI: 10.1093/nar/gkx768
发表时间: 2017-10-13
期刊: Nucleic acids research
影响因子: 14.9
作者: [Brown AJ, Gibson SJ, Hatton D, James DC]
通讯作者: James DC
Bayesian Optimization for Synthetic Gene Design
合成基因设计的贝叶斯优化
DOI: 10.48550/arxiv.1505.01627
发表时间: 2015
期刊: arXiv e-prints
影响因子: --
作者: [Gonz]
通讯作者: Gonz
Social Class Inequality in Canadian Higher Education: a case study of Toronto
  • 批准号:
    NE/T014369/1
  • 项目类别:
    Research Grant
  • 资助金额:
    $1.16万
  • 财政年份:
    2020
  • 负责人:
    David James
  • 依托单位:
MSc Biological & Bioprocess Engineering
  • 批准号:
    BB/H02087X/1
  • 项目类别:
    Training Grant
  • 资助金额:
    $21.33万
  • 财政年份:
    2010
  • 负责人:
    David James
  • 依托单位:
De novo sequencing of the Chinese Hamster Ovary (CHO) cell genome
  • 批准号:
    BB/I010610/1
  • 项目类别:
    Research Grant
  • 资助金额:
    $10.85万
  • 财政年份:
    2010
  • 负责人:
    David James
  • 依托单位:
Modelling cellular processes underpinning recombinant monoclonal antibody production by mammalian cells
  • 批准号:
    BB/E00590X/1
  • 项目类别:
    Research Grant
  • 资助金额:
    $66.8万
  • 财政年份:
    2007
  • 负责人:
    David James
  • 依托单位:
海外基金