bioRxivBiochemistry
High-content quantitative high-throughput screening identifies a cell cycle-associated signaling cascade that regulates a multienzyme metabolic assembly for glucose metabolism
D. L. Schmitt, P. Dranchak, P. Parajuli, D. Blivis, T. Voss, C. L. Kohnhorst, M. Kyoung, J. Inglese, S. An
Abstract
We have previously demonstrated that human liver-type phosphofructokinase 1 (PFK1) recruits other rate-determining enzymes in glucose metabolism to organize multienzyme metabolic assemblies, the glucosomes, in human cells. However, it has remained largely elusive how glucosomes are reversibly assembled and disassembled to functionally regulate glucose metabolism in human cells. We developed a high-content quantitative high-throughput screening (qHTS) assay to evaluate the impact of small molecule libraries on the formation of 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 active 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 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 cascade that regulates the formation of PFK1-mediated glucosome assembly in human cells.
- organism: human
- assay: proteomics
- research focus: cell type annotation
- research focus: clustering
- approach: deep learning
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Functional oscillation of a multienzyme glucosome assembly during cell cycle progression
M. Jeon, D. L. Schmitt, … S. An·bioRxiv·Jan 6, 2022
- Mechanistic insights of glucosome condensate formation by stochastic modeling approaches
H.-W. Kang, L. Nguyen, … M. Kyoung·bioRxiv·Jun 27, 2022
- Dynamics of phosphofructokinase condensation are regulated by metabolic and redox cues
Polina Reichert, Snezhana Oliferenko, Fabrice Caudron·bioRxiv·Aug 6, 2026
- Site-Specific Crosslinking Reveals Phosphofructokinase-L Inhibition Drives Self-Assembly and Attenuation of Protein Interactions
A. Sivadas, E. F. McDonald, … L. Plate·bioRxiv·Sep 19, 2023
- High-Speed AFM Reveals Ligand-Dependent Supramolecular Switching of Human Phosphofructokinase-1
Yi‐Chih Lin, Shuangyu Luo, … Ku‐Lung Hsu·bioRxiv·May 12, 2026
- A cell cycle kinase-phosphatase module restrains PI3K-Akt activity in an mTORC1-dependent manner
B. Sanz-Castillo, B. Hurtado, … M. Malumbres·bioRxiv·Nov 26, 2020