Kallenberger Stefan M, Unger Anne L, Legewie Stefan, Lymperopoulos Konstantinos, Klingmüller Ursula, Eils Roland, Herten Dirk-Peter
Department for Bioinformatics and Functional Genomics, Division of Theoretical Bioinformatics, German Cancer Research Center (DKFZ), Institute for Pharmacy and Molecular Biotechnology (IPMB) and BioQuant, Heidelberg University, Heidelberg, Germany.
Cellnetworks Cluster and Institute of Physical Chemistry, BioQuant, Heidelberg University, Heidelberg, Germany.
PLoS Comput Biol. 2017 Sep 25;13(9):e1005779. doi: 10.1371/journal.pcbi.1005779. eCollection 2017 Sep.
Cells typically vary in their response to extracellular ligands. Receptor transport processes modulate ligand-receptor induced signal transduction and impact the variability in cellular responses. Here, we quantitatively characterized cellular variability in erythropoietin receptor (EpoR) trafficking at the single-cell level based on live-cell imaging and mathematical modeling. Using ensembles of single-cell mathematical models reduced parameter uncertainties and showed that rapid EpoR turnover, transport of internalized EpoR back to the plasma membrane, and degradation of Epo-EpoR complexes were essential for receptor trafficking. EpoR trafficking dynamics in adherent H838 lung cancer cells closely resembled the dynamics previously characterized by mathematical modeling in suspension cells, indicating that dynamic properties of the EpoR system are widely conserved. Receptor transport processes differed by one order of magnitude between individual cells. However, the concentration of activated Epo-EpoR complexes was less variable due to the correlated kinetics of opposing transport processes acting as a buffering system.
细胞对细胞外配体的反应通常存在差异。受体转运过程调节配体-受体诱导的信号转导,并影响细胞反应的变异性。在此,我们基于活细胞成像和数学建模,在单细胞水平上对促红细胞生成素受体(EpoR)转运中的细胞变异性进行了定量表征。使用单细胞数学模型集合减少了参数不确定性,并表明EpoR的快速周转(turnover)、内化的EpoR返回质膜的转运以及Epo-EpoR复合物的降解对于受体转运至关重要。贴壁H838肺癌细胞中的EpoR转运动力学与先前在悬浮细胞中通过数学建模表征的动力学非常相似,这表明EpoR系统的动力学特性具有广泛的保守性。单个细胞之间的受体转运过程相差一个数量级。然而,由于作为缓冲系统的相反转运过程的相关动力学,活化的Epo-EpoR复合物的浓度变化较小。