Center for Genomic Science of IIT@SEMM, Istituto Italiano di Tecnologia (IIT), Milan, Italy.
Department of Oncology and Emato-Oncology, University of Milan, Milan, Italy.
Nat Commun. 2024 Sep 4;15(1):7725. doi: 10.1038/s41467-024-51917-2.
The coordinated action of transcriptional and post-transcriptional machineries shapes gene expression programs at steady state and determines their concerted response to perturbations. We have developed Nanodynamo, an experimental and computational workflow for quantifying the kinetic rates of nuclear and cytoplasmic steps of the RNA life cycle. Nanodynamo is based on mathematical modelling following sequencing of native RNA from cellular fractions and polysomes. We have applied this workflow to triple-negative breast cancer cells, revealing widespread post-transcriptional RNA processing that is mutually exclusive with its co-transcriptional counterpart. We used Nanodynamo to unravel the coupling between transcription, processing, export, decay and translation machineries. We have identified a number of coupling interactions within and between the nucleus and cytoplasm that largely contribute to coordinating how cells respond to perturbations that affect gene expression programs. Nanodynamo will be instrumental in unravelling the determinants and regulatory processes involved in the coordination of gene expression responses.
转录和转录后机器的协调作用在稳定状态下塑造基因表达程序,并决定它们对干扰的协同响应。我们开发了 Nanodynamo,这是一种用于量化 RNA 生命周期的核和细胞质步骤的动力学速率的实验和计算工作流程。Nanodynamo 基于对来自细胞部分和多核糖体的天然 RNA 进行测序的数学建模。我们将此工作流程应用于三阴性乳腺癌细胞,揭示了广泛存在的与共转录物相互排斥的转录后 RNA 加工。我们使用 Nanodynamo 来揭示转录、加工、输出、降解和翻译机器之间的耦合。我们已经确定了细胞核和细胞质内和之间的许多耦合相互作用,这些相互作用在很大程度上有助于协调细胞对影响基因表达程序的干扰的反应方式。Nanodynamo 将有助于揭示协调基因表达反应所涉及的决定因素和调节过程。