Department of Chemistry and Biochemistry, University of Maryland Baltimore County (UMBC), Baltimore, Maryland, United States of America.
National Institutes of Health, National Center for Advancing Translational Sciences, Rockville, Maryland, United States of America.
PLoS One. 2023 Aug 4;18(8):e0289707. doi: 10.1371/journal.pone.0289707. eCollection 2023.
We have previously demonstrated that human liver-type phosphofructokinase 1 (PFK1) recruits other rate-determining enzymes in glucose metabolism to organize multienzyme metabolic assemblies, termed glucosomes, in human cells. However, it has remained largely elusive how glucosomes are reversibly assembled and disassembled to functionally regulate glucose metabolism and thus contribute to human cell biology. We developed a high-content quantitative high-throughput screening (qHTS) assay to identify regulatory mechanisms that control PFK1-mediated glucosome assemblies from stably transfected HeLa Tet-On cells. Initial qHTS with a library of pharmacologically active compounds directed following efforts to kinase-inhibitor enriched collections. Consequently, three compounds that were known to inhibit cyclin-dependent kinase 2, ribosomal protein S6 kinase and Aurora kinase A, respectively, were identified and further validated under high-resolution fluorescence single-cell microscopy. Subsequent knockdown studies using small-hairpin RNAs further confirmed an active role of Aurora kinase A on the formation of PFK1 assemblies in HeLa cells. Importantly, all the identified protein kinases here have been investigated as key signaling nodes of one specific cascade that controls cell cycle progression in human cells. Collectively, our qHTS approaches unravel a cell cycle-associated signaling network that regulates the formation of PFK1-mediated glucosome assembly in human cells.
我们之前已经证明,人肝型磷酸果糖激酶 1(PFK1)招募葡萄糖代谢中的其他限速酶,以在人细胞中组织称为糖粒体的多酶代谢组装体。然而,糖粒体如何可逆地组装和拆卸以功能调节葡萄糖代谢并因此有助于人体细胞生物学仍然很大程度上难以捉摸。我们开发了一种高内涵定量高通量筛选(qHTS)测定法,以鉴定控制 PFK1 介导的糖粒体组装的调节机制,该测定法来自稳定转染的 HeLa Tet-On 细胞。最初使用药理学活性化合物文库进行 qHTS,随后努力进行激酶抑制剂富集收集。因此,鉴定出三种分别已知抑制细胞周期蛋白依赖性激酶 2、核糖体蛋白 S6 激酶和 Aurora 激酶 A 的化合物,并在高分辨率荧光单细胞显微镜下进一步验证。随后使用短发夹 RNA 的敲低研究进一步证实 Aurora 激酶 A 在 HeLa 细胞中 PFK1 组装形成中的积极作用。重要的是,这里鉴定的所有蛋白激酶都被研究作为控制人细胞细胞周期进程的特定级联中的关键信号节点。总之,我们的 qHTS 方法揭示了一个细胞周期相关的信号网络,该网络调节人细胞中 PFK1 介导的糖粒体组装的形成。