# In Silico Design and Computational Elucidation of Hypothetical Resveratrol–Curcumin Hybrids as Potential Cancer Pathway Modulators

**Authors:** Nil Sazlı, Deniz Karataş

PMC · DOI: 10.3390/ph18101473 · Pharmaceuticals · 2025-09-30

## TL;DR

This study designs hybrid molecules from curcumin and resveratrol to improve their cancer-fighting potential and overcome their poor bioavailability.

## Contribution

The novel contribution is the in silico design and evaluation of resveratrol–curcumin hybrids as multi-target cancer pathway modulators.

## Key findings

- Hybrid molecules showed stronger binding to AKT1, MAPK, and STAT3 receptors than curcumin and resveratrol.
- ELRC-LC hybrid exhibited a notable binding energy of −11.4 kcal/mol against AKT1.
- MD simulations confirmed the conformational stability of the hybrids over 100 ns.

## Abstract

Background/Objectives: Cancer progression is characterized by the suppression of apoptosis, activation of metastatic processes, and dysregulation of cell proliferation. The proper functioning of these mechanisms relies on critical signaling pathways, including Phosphoinositide 3-kinase/Protein kinase B/mammalian Target of Rapamycin (PI3K/Akt/mTOR), Mitogen-Activated Protein Kinase (MAPK), and Signal Transducer and Activator of Transcription 3 (STAT3). Although curcumin and resveratrol exhibit anticancer properties and affect these pathways, their pharmacokinetic limitations, including poor bioavailability and low solubility, restrict their clinical application. The aim of our study was to evaluate the synergistic anticancer potential of curcumin and resveratrol through hybrid molecules rationally designed from these compounds to mitigate their pharmacokinetic limitations. Furthermore, we analyzed the multi-target anticancer effects of these hybrids on the AKT serine/threonine kinase 1 (AKT1), MAPK, and STAT3 pathways using in silico molecular modeling approaches. Methods: Three hybrid molecules, including a long-chain (ELRC-LC) and a short-chain (ELRC-SC) hybrid, an ester-linked hybrid, and an ether-linked hybrid (EtLRC), were designed using the Avogadro software (v1.2.0), and their geometry optimization was carried out using Density Functional Theory (DFT). The electronic properties of the structures were characterized through Frontier Molecular Orbital (FMO), Molecular Electrostatic Potential (MEP), and Fourier Transform Infrared (FTIR) analyses. The binding energies of the hybrid molecules, curcumin, resveratrol, their analogs, and the reference inhibitor were calculated against the AKT1, MAPK, and STAT3 receptors using molecular docking. The stabilities of the best-fitting complexes were evaluated through 100 ns molecular dynamics (MD) simulations, and their binding free energies were estimated using the Molecular Mechanics/Poisson–Boltzmann Surface Area (MM/PBSA) method. Results: DFT analyses demonstrated stable electronic characteristics for the hybrids. Molecular docking analyses revealed that the hybrids exhibited stronger binding compared to curcumin and resveratrol. The binding energy of −11.4 kcal/mol obtained for the ELRC-LC hybrid against AKT1 was particularly remarkable. Analysis of 100 ns MD simulations confirmed the conformational stability of the hybrids. Conclusions: Hybrid molecules have been shown to exert multi-target mechanisms of action on the AKT1, MAPK, and STAT3 pathways, and to represent potential anticancer candidates capable of overcoming pharmacokinetic limitations. Our in silico-based study provides data that will guide future in vitro and in vivo studies. These rationally designed hybrid molecules, owing to their receptor affinity, may serve as de novo hybrid inhibitors.

## Linked entities

- **Proteins:** AKT1 (AKT serine/threonine kinase 1), MAPK (mitogen activated kinase-like protein), STAT3 (signal transducer and activator of transcription 3)
- **Chemicals:** curcumin (PubChem CID 969516), resveratrol (PubChem CID 5056)
- **Diseases:** cancer (MONDO:0004992)

## Full-text entities

- **Genes:** STAT3 (signal transducer and activator of transcription 3) [NCBI Gene 6774] {aka ADMIO, ADMIO1, APRF, HIES}, PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291] {aka P110BETA, PI3K, PI3KBETA, PIK3C1}, AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207] {aka AKT, PKB, PKB-ALPHA, PRKBA, RAC, RAC-ALPHA}, PTK2B (protein tyrosine kinase 2 beta) [NCBI Gene 2185] {aka CADTK, CAKB, FADK2, FAK2, PKB, PTK}, MTOR (mechanistic target of rapamycin kinase) [NCBI Gene 2475] {aka FRAP, FRAP1, FRAP2, RAFT1, RAPT1, SKS}
- **Diseases:** Cancer (MESH:D009369)
- **Chemicals:** ester (MESH:D004952), EtLRC (-), Resveratrol (MESH:D000077185), Curcumin (MESH:D003474)

## Full text

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## Figures

10 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12566914/full.md

## References

91 references — full list in the complete paper: https://tomesphere.com/paper/PMC12566914/full.md

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Source: https://tomesphere.com/paper/PMC12566914