Département de biologie, Université Laval, Quebec City, Canada.
Adv Exp Med Biol. 2012;751:371-98. doi: 10.1007/978-1-4614-3567-9_17.
The processes by which genetic variation in complex traits is generated and maintained in populations has for a long time been treated in abstract and statistical terms. As a consequence, quantitative genetics has provided limited insights into our understanding of the molecular bases of quantitative trait variation. With the developing technological and conceptual tools of systems biology, cellular and molecular processes are being described in greater detail. While we have a good description of how signaling and other molecular networks are organized in the cell, we still do not know how genetic variation affects these pathways, because systems and molecular biology usually ignore the type and extent of genetic variation found in natural populations. Here we discuss the quantitative genetics and systems biology approaches for the study of complex trait architecture and discuss why these two disciplines would synergize with each other to answer questions that neither of the two could answer alone.
长期以来,复杂性状的遗传变异在群体中产生和维持的过程一直被以抽象和统计的术语来处理。因此,数量遗传学对我们理解数量性状变异的分子基础提供的见解有限。随着系统生物学的技术和概念工具的发展,细胞和分子过程正在被更详细地描述。虽然我们对细胞中信号转导和其他分子网络的组织有了很好的描述,但我们仍然不知道遗传变异如何影响这些途径,因为系统生物学和分子生物学通常忽略了在自然种群中发现的遗传变异的类型和程度。在这里,我们讨论了用于研究复杂性状结构的数量遗传学和系统生物学方法,并讨论了为什么这两个学科将协同作用,以回答这两个学科都无法单独回答的问题。