Achanta Sirisha, Verma Aalap, Srivastava Ankita, Nilakantan Harshavardhan, Hoek Jan B, Vadigepalli Rajanikanth
Daniel Baugh Institute for Functional Genomics and Computational Biology, Department of Pathology, Anatomy and Cell Biology, Thomas Jefferson University, Philadelphia, PA, USA.
Gene Expr. 2019 Apr 18;19(2):97-119. doi: 10.3727/105221618X15361728786767. Epub 2018 Sep 6.
The analysis of molecular states of individual cells, as defined by their mRNA expression profiles and protein composition, has gained widespread interest in studying biological phenomena ranging from embryonic development to homeostatic tissue function and genesis and evolution of cancers. Although the molecular content of individual cells in a tissue can vary widely, their molecular states tend to be constrained within a transcriptional landscape partly described by the canonical archetypes of a population of cells. In this study, we sought to characterize the effects of an acute (partial hepatectomy) and chronic (alcohol consumption) perturbation on the molecular states of individual hepatocytes during the onset and progression of liver regeneration. We analyzed the expression of 84 genes across 233 individual hepatocytes acquired using laser capture microdissection. Analysis of the single-cell data revealed that hepatocyte molecular states can be considered as distributed across a set of four states irrespective of perturbation, with the proportions of hepatocytes in these states being dependent on the perturbation. In addition to the quiescent, primed, and replicating hepatocytes, we identified a fourth molecular state lying between the primed and replicating subpopulations. Comparison of the proportions of hepatocytes from each experimental condition in these four molecular states suggested that, in addition to aberrant priming, a slower transition from primed to replication state could contribute toward ethanol-mediated suppression of liver regenerative response to partial hepatectomy.
通过单个细胞的mRNA表达谱和蛋白质组成来定义其分子状态的分析,在研究从胚胎发育到稳态组织功能以及癌症的发生和演变等生物学现象方面引起了广泛关注。尽管组织中单个细胞的分子含量可能有很大差异,但它们的分子状态往往受限于转录格局,部分由一群细胞的典型原型来描述。在本研究中,我们试图表征急性(部分肝切除术)和慢性(酒精摄入)扰动对肝再生起始和进展过程中单个肝细胞分子状态的影响。我们分析了通过激光捕获显微切割获得的233个单个肝细胞中84个基因的表达。单细胞数据分析显示,无论有无扰动,肝细胞分子状态都可视为分布在一组四种状态中,这些状态下肝细胞的比例取决于扰动。除了静止、预激活和正在复制的肝细胞外,我们还鉴定出了一种位于预激活和正在复制亚群之间的第四种分子状态。比较这四种分子状态下各实验条件的肝细胞比例表明,除了异常预激活外,从预激活状态到复制状态的较慢转变可能导致乙醇介导的对部分肝切除术后肝再生反应的抑制。