Departments of Pathology and Cell Biology, Columbia University, New York, NY, 10032, USA.
Center for Motor Neuron Biology and Diseases, Columbia University, New York, NY, 10032, USA.
Nat Commun. 2020 Nov 4;11(1):5579. doi: 10.1038/s41467-020-19177-y.
Cell-to-cell communications are critical determinants of pathophysiological phenotypes, but methodologies for their systematic elucidation are lacking. Herein, we propose an approach for the Systematic Elucidation and Assessment of Regulatory Cell-to-cell Interaction Networks (SEARCHIN) to identify ligand-mediated interactions between distinct cellular compartments. To test this approach, we selected a model of amyotrophic lateral sclerosis (ALS), in which astrocytes expressing mutant superoxide dismutase-1 (mutSOD1) kill wild-type motor neurons (MNs) by an unknown mechanism. Our integrative analysis that combines proteomics and regulatory network analysis infers the interaction between astrocyte-released amyloid precursor protein (APP) and death receptor-6 (DR6) on MNs as the top predicted ligand-receptor pair. The inferred deleterious role of APP and DR6 is confirmed in vitro in models of ALS. Moreover, the DR6 knockdown in MNs of transgenic mutSOD1 mice attenuates the ALS-like phenotype. Our results support the usefulness of integrative, systems biology approach to gain insights into complex neurobiological disease processes as in ALS and posit that the proposed methodology is not restricted to this biological context and could be used in a variety of other non-cell-autonomous communication mechanisms.
细胞间通讯是生理病理表型的关键决定因素,但系统阐明这些通讯的方法还很缺乏。在此,我们提出了一种系统阐明和评估调控细胞间相互作用网络(SEARCHIN)的方法,用于识别不同细胞区室之间配体介导的相互作用。为了测试这种方法,我们选择了肌萎缩侧索硬化症(ALS)的模型,在该模型中,表达突变超氧化物歧化酶-1(mutSOD1)的星形胶质细胞通过未知机制杀死野生型运动神经元(MNs)。我们的综合分析,结合蛋白质组学和调控网络分析,推断星形胶质细胞释放的淀粉样前体蛋白(APP)和死亡受体-6(DR6)之间的相互作用是预测的配体-受体对的首位。在 ALS 的模型中,体外推断出 APP 和 DR6 的有害作用得到了证实。此外,在转基因 mutSOD1 小鼠的 MNs 中敲低 DR6 可减轻 ALS 样表型。我们的结果支持了综合系统生物学方法在获得对复杂神经生物学疾病过程的深入了解方面的有效性,如在 ALS 中,并认为所提出的方法不仅限于这种生物学背景,还可以用于多种其他非细胞自主通讯机制。