Department of Biosystems Science and Engineering, ETH Zürich, Switzerland.
Swiss Institute of Bioinformatics, Lausanne, Switzerland.
Science. 2021 Jan 15;371(6526). doi: 10.1126/science.aah6266.
Multicellular organisms are composed of cells connected by ancestry and descent from progenitor cells. The dynamics of cell birth, death, and inheritance within an organism give rise to the fundamental processes of development, differentiation, and cancer. Technical advances in molecular biology now allow us to study cellular composition, ancestry, and evolution at the resolution of individual cells within an organism or tissue. Here, we take a phylogenetic and phylodynamic approach to single-cell biology. We explain how "tree thinking" is important to the interpretation of the growing body of cell-level data and how ecological null models can benefit statistical hypothesis testing. Experimental progress in cell biology should be accompanied by theoretical developments if we are to exploit fully the dynamical information in single-cell data.
多细胞生物由通过祖细胞的亲缘关系和血统连接的细胞组成。生物体内细胞的出生、死亡和遗传的动态变化导致了发育、分化和癌症的基本过程。分子生物学的技术进步现在使我们能够在生物或组织内的单个细胞的分辨率上研究细胞组成、祖细胞和进化。在这里,我们采取系统发生和系统发育的方法来研究单细胞生物学。我们解释了“树思维”对于解释越来越多的细胞水平数据的重要性,以及生态零模型如何有益于统计假设检验。如果我们要充分利用单细胞数据中的动态信息,那么细胞生物学的实验进展应该伴随着理论的发展。