Blair John D, Hartman Austin, Zenk Fides, Wahle Philipp, Brancati Giovanna, Dalgarno Carol, Treutlein Barbara, Satija Rahul
New York Genome Center, New York, NY, USA.
Center for Genomics and Systems Biology, New York University, New York, NY, USA.
Nat Commun. 2025 Feb 4;16(1):1346. doi: 10.1038/s41467-025-56590-7.
Cell signaling plays a critical role in neurodevelopment, regulating cellular behavior and fate. While multimodal single-cell sequencing technologies are rapidly advancing, scalable and flexible profiling of cell signaling states alongside other molecular modalities remains challenging. Here we present Phospho-seq, an integrated approach that aims to quantify cytoplasmic and nuclear proteins, including those with post-translational modifications, and to connect their activity with cis-regulatory elements and transcriptional targets. We utilize a simplified benchtop antibody conjugation method to create large custom neuro-focused antibody panels for simultaneous protein and scATAC-seq profiling on whole cells, alongside both experimental and computational strategies to incorporate transcriptomic measurements. We apply our workflow to cell lines, induced pluripotent stem cells, and months-old retinal and brain organoids to demonstrate its broad applicability. We show that Phospho-seq can provide insights into cellular states and trajectories, shed light on gene regulatory relationships, and help explore the causes and effects of diverse cell signaling in neurodevelopment.
细胞信号传导在神经发育中起着关键作用,调节细胞行为和命运。虽然多模态单细胞测序技术正在迅速发展,但与其他分子模式一起对细胞信号状态进行可扩展且灵活的分析仍然具有挑战性。在此,我们介绍磷酸化测序(Phospho-seq),这是一种综合方法,旨在量化细胞质和核蛋白,包括那些具有翻译后修饰的蛋白,并将它们的活性与顺式调控元件和转录靶点联系起来。我们利用一种简化的台式抗体偶联方法来创建大型的、针对神经的定制抗体组,用于在全细胞上同时进行蛋白质和单细胞染色质可及性测序(scATAC-seq)分析,同时采用实验和计算策略来纳入转录组测量。我们将我们的工作流程应用于细胞系、诱导多能干细胞以及数月大的视网膜和脑类器官,以证明其广泛的适用性。我们表明,磷酸化测序可以深入了解细胞状态和轨迹,揭示基因调控关系,并有助于探索神经发育中各种细胞信号传导的因果关系。