由基因本体学所代表的生物化学途径因果活动模型识别出由途径突变引起的明显表型
David P Hill1, Harold J Drabkin1, Cynthia L Smith1
1The Jackson Laboratory, Bar Harbor ME 04609 USA.
bioRxiv : the preprint server for biology
|June 9, 2023
概括
将人类生物途径转换为小鼠模型 (GO-CAM) 有助于预测基因功能和表型. 这种方法将基因网络与特定结果联系起来,有助于理解基因相互作用和确定治疗点.
科学领域:
- 计算生物学 计算生物学
- 系统生物学 系统生物学
- 基因组学就是基因组学.
背景情况:
- 基因失活会通过影响生物通路导致多样化的表型.
- 了解功能网络中的基因相互作用对于生物学洞察至关重要.
- 像Reactome和基因本体学-因果活动模型 (GO-CAMs) 这样的现有资源在计算上代表生物途径.
结论:
- 这种计算策略有效地将基因网络与特定的表型结果联系起来.
- 这种方法可以应用于较少理解的生物过程和模型系统.
- 预测新型基因变异表型和识别治疗点是潜在的应用.
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