Immunology and Hygiene, Institute of Clinical Microbiology, University Hospital Erlangen, Friedrich-Alexander Universität Erlangen-Nürnberg Erlangen, Germany.
Front Physiol. 2011 Oct 18;2:71. doi: 10.3389/fphys.2011.00071. eCollection 2011.
Sensing of infectious danger by toll-like receptors (TLRs) on macrophages causes not only a reprogramming of the transcriptome but also changes in the cytoskeleton important for cell spreading and motility. Since manual determination of cell contact areas from fluorescence micrographs is very time-consuming and prone to bias, we have developed and tested algorithms for automated measurement of macrophage spreading. The two-step method combines identification of cells by nuclear staining with DAPI and cell surface staining of the integrin CD11b. Automated image analysis correlated very well with manual annotation in resting macrophages and early after stimulation, whereas at later time points the automated cell segmentation algorithm and manual annotation showed slightly larger variation. The method was applied to investigate the impact of genetic or pharmacological inhibition of known TLR signaling components. Deficiency in the adapter protein Myd88 strongly reduced spreading activity at the late time points, but had no impact early after LPS-stimulation. A similar effect was observed upon pharmacological inhibition of MEK1, the kinase activating the mitogen-activated protein kinases (MAPK) ERK1/2, indicating that ERK1/2 mediates Myd88-dependent macrophages spreading. In contrast, macrophages lacking the MAPK p38 were impaired in the initial spreading response but responded normally 8-24 h after stimulation. The dichotomy of p38 and ERK1/2 MAPK effects on early and late macrophage spreading raises the question which of the respective substrate proteins mediate(s) cytoskeletal remodeling and spreading. The automated measurement of cell spreading described here increases the objectivity and greatly reduces the time required for such investigations and is therefore expected to facilitate larger throughput analysis of macrophage spreading, e.g., in siRNA knockdown screens.
巨噬细胞上的 toll 样受体 (TLRs) 对感染危险的感知不仅导致转录组的重新编程,还导致细胞扩展和运动所必需的细胞骨架发生变化。由于从荧光显微镜图像手动确定细胞接触区域非常耗时且容易产生偏差,因此我们已经开发并测试了用于自动测量巨噬细胞扩展的算法。两步法结合使用 DAPI 核染色和整合素 CD11b 的细胞表面染色来识别细胞。自动图像分析与静止巨噬细胞和刺激后早期的手动注释非常吻合,而在稍后的时间点,自动细胞分割算法和手动注释显示出略微更大的变化。该方法用于研究已知 TLR 信号成分的遗传或药理学抑制对细胞扩展的影响。适配器蛋白 Myd88 的缺乏强烈降低了晚期的扩展活性,但在 LPS 刺激后早期没有影响。MEK1 的药理学抑制也观察到类似的效果,MEK1 是激活丝裂原活化蛋白激酶 (MAPK) ERK1/2 的激酶,表明 ERK1/2 介导 Myd88 依赖性巨噬细胞扩展。相比之下,缺乏 MAPK p38 的巨噬细胞在初始扩展反应中受损,但在刺激后 8-24 小时正常反应。p38 和 ERK1/2 MAPK 对早期和晚期巨噬细胞扩展的影响的二分法提出了一个问题,即各自的底物蛋白介导细胞骨架重塑和扩展。这里描述的细胞扩展的自动测量提高了客观性,并大大减少了此类研究所需的时间,因此有望促进更大的巨噬细胞扩展通量分析,例如在 siRNA 敲低筛选中。
Cytometry A. 2013-1-10
Am J Physiol Lung Cell Mol Physiol. 2006-9
Proc Natl Acad Sci U S A. 2006-2-14
Arthritis Res Ther. 2017-11-2
J Clin Transl Hepatol. 2021-10-28
Int J Mol Sci. 2020-4-7
Nat Commun. 2019-7-3
Annu Int Conf IEEE Eng Med Biol Soc. 2011
Proc Natl Acad Sci U S A. 2010-6-21
Mol Syst Biol. 2010-6-8
J Immunol. 2009-11-1
Biotechniques. 2007-7