Integrative AI-assisted modeling suggests CPPF binding at a composite α/β-tubulin interface pocket dominated by β-tubulin contacts

Microtubules are dynamic cytoskeletal polymers assembled from α/β-tubulin heterodimers. Microtubules are validated targets for novel therapeutic drugs, yet therapeutic efficacy targeting them is often compromised by multidrug resistance (MDR). 5-(3-chlorophenyl)-N-(3-pyridinyl)-2-furamide (CPPF) is a novel microtubule-targeting anticancer agent which was found to disrupt microtubule growth in cells and inhibit tubulin polymerization in vitro. CPPF could suppress the growth of multidrug-resistant cell lines and demonstrate anti-tumor efficacy in animal models. However, the fundamental mechanism of how CPPF disrupts microtubule assembly remains unclear. To investigate this, we performed structure prediction using Protenix, RoseTTAFold All-Atom (RFAA) and Umol, as well as molecular dynamics (MD) simulations, using the human α/β-tubulin heterodimer (PDB ID: 5IJ0) for analyzing the interaction between CPPF and tubulin. Our results showed that CPPF binds at the α/β interface with dominant contributions from β-tubulin residues, particularly VAL236 and LEU253. In isolated-monomer comparisons, β-tubulin exhibited more favorable binding energetics and deeper, broader free-energy minima than α-tubulin. Supplementary simulations on the alternative β-tubulin conformational state (PDB: 6E7B; straight microtubule-lattice) indicated that CPPF binding is preserved across the two major β-tubulin conformations, with comparable MM-PBSA binding free energies. Taken together, these findings establish a plausible binding mode for CPPF at the α/β-tubulin interface, providing a structural hypothesis for understanding its anticancer potential against multidrug-resistant cancers. Experimental validation through binding assays or crystallography is warranted to further substantiate these computational insights.

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Journal
PLoS Computational Biology
Published
2026-09-18
DOI
https://doi.org/10.1371/journal.pcbi.1014804
Primary Topic
Microtubule and mitosis dynamics
Type
article
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article

Integrative AI-assisted modeling suggests CPPF binding at a composite α/β-tubulin interface pocket dominated by β-tubulin contacts

Shaojun Tang, Muzi Li, Jixin Yang, Lisha Liang et al.
PLoS Computational Biology
Microtubule and mitosis dynamics
article

Integrative AI-assisted modeling suggests CPPF binding at a composite α/β-tubulin interface pocket dominated by β-tubulin contacts

Shaojun Tang, Muzi Li, Jixin Yang, Lisha Liang, Yizhuo Feng, Dengchao Zhu, Xuzhe Yin
article en

Abstract

Microtubules are dynamic cytoskeletal polymers assembled from α/β-tubulin heterodimers. Microtubules are validated targets for novel therapeutic drugs, yet therapeutic efficacy targeting them is often compromised by multidrug resistance (MDR). 5-(3-chlorophenyl)-N-(3-pyridinyl)-2-furamide (CPPF) is a novel microtubule-targeting anticancer agent which was found to disrupt microtubule growth in cells and inhibit tubulin polymerization in vitro. CPPF could suppress the growth of multidrug-resistant cell lines and demonstrate anti-tumor efficacy in animal models. However, the fundamental mechanism of how CPPF disrupts microtubule assembly remains unclear. To investigate this, we performed structure prediction using Protenix, RoseTTAFold All-Atom (RFAA) and Umol, as well as molecular dynamics (MD) simulations, using the human α/β-tubulin heterodimer (PDB ID: 5IJ0) for analyzing the interaction between CPPF and tubulin. Our results showed that CPPF binds at the α/β interface with dominant contributions from β-tubulin residues, particularly VAL236 and LEU253. In isolated-monomer comparisons, β-tubulin exhibited more favorable binding energetics and deeper, broader free-energy minima than α-tubulin. Supplementary simulations on the alternative β-tubulin conformational state (PDB: 6E7B; straight microtubule-lattice) indicated that CPPF binding is preserved across the two major β-tubulin conformations, with comparable MM-PBSA binding free energies. Taken together, these findings establish a plausible binding mode for CPPF at the α/β-tubulin interface, providing a structural hypothesis for understanding its anticancer potential against multidrug-resistant cancers. Experimental validation through binding assays or crystallography is warranted to further substantiate these computational insights.

PLoS Computational BiologyVol. 22(9)
Shenzhen University (CN), Virginia Commonwealth University (US), Shenzhen Institutes of Advanced Technology (CN), Shenzhen Technology University (CN)
Openalex Percentile: Top 15%
Microtubule and mitosis dynamics
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