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Romano F, Persico C, Barra A, Pinto G, Illiano A, Amoresano A, Aiello I, Abate S, D'Auria L, Martello V, D'Agostino N, Giustiniano M, Russo C, Izzo L, Merlino F, Brancaccio D, Pagano B, Amato J, Marzano S, D'Aria F, Amente S, Bro R, Rasmussen MA, Cassese M, Ammendola R, Cattaneo F, De Tito S, Iaccarino N, Di Porzio A, Randazzo A. Unveiling the biological effects of DNA G-quadruplex ligands through multi-omics data integration. Int J Biol Macromol 2025; 313:144325. [PMID: 40383348 DOI: 10.1016/j.ijbiomac.2025.144325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2025] [Revised: 05/08/2025] [Accepted: 05/15/2025] [Indexed: 05/20/2025]
Abstract
G-quadruplexes (G4s) are non-canonical DNA structures that have proved to play a pivotal role in various biological processes, including telomere maintenance and gene expression regulation. Owing to their prevalence in tumor cells, G4s have emerged as promising targets for cancer therapy, with a substantial body of research demonstrating the potential of G4 ligands as anti-cancer tools. Nonetheless, a comprehensive multi-omics study to fully elucidate the mode of action of G-quadruplex ligands is still lacking. Such an investigation would be crucial for advancing the development of potent G4-based therapies against cancer. Herein, we employed a multi-omics approach, integrating transcriptomics, proteomics, and metabolomics, to identify key signaling pathways that mediate the anti-cancer effects of well-characterized G4-binding agents (berberine, pyridostatin and RHPS4) on human cervical adenocarcinoma (HeLa) cells. Particularly, we analyzed gene expression changes using RNA sequencing, quantified proteins by liquid-chromatography tandem mass spectrometry and examined metabolite levels via nuclear magnetic resonance. Our results revealed that, under the investigated experimental conditions, berberine treatment had only negligible cellular effects. In contrast, pyridostatin induced significant changes at the transcriptomic, proteomic, and metabolomic levels, decreasing the abundance of enzymes involved in cellular energy production, reducing the availability of precursors for lipid and nucleotide biosynthesis, and depleting essential cofactors and enzymes required for redox balance. Notably, RHPS4 could selectively disrupt mitochondrial activity, possibly through the specific stabilization of mitochondrial G-quadruplex structures. Overall, our findings provide a valuable multi-omics perspective on the cellular changes driven by G-quadruplex binders, that may accelerate the development of effective anti-cancer G4-targeted therapies.
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Affiliation(s)
- Francesca Romano
- Department of Pharmacy, University of Naples Federico II, Via D. Montesano 49, 80131 Naples, Italy
| | - Carolina Persico
- Department of Pharmacy, University of Naples Federico II, Via D. Montesano 49, 80131 Naples, Italy
| | - Alessandra Barra
- Department of Pharmacy, University of Naples Federico II, Via D. Montesano 49, 80131 Naples, Italy
| | - Gabriella Pinto
- Department of Chemical Sciences, University of Naples Federico II, Via Cinthia 26, 80126 Naples, Italy
| | - Anna Illiano
- Department of Chemical Sciences, University of Naples Federico II, Via Cinthia 26, 80126 Naples, Italy
| | - Angela Amoresano
- Department of Chemical Sciences, University of Naples Federico II, Via Cinthia 26, 80126 Naples, Italy
| | - Immacolata Aiello
- Department of Pharmacy, University of Naples Federico II, Via D. Montesano 49, 80131 Naples, Italy
| | - Sara Abate
- Department of Pharmacy, University of Naples Federico II, Via D. Montesano 49, 80131 Naples, Italy
| | - Ludovica D'Auria
- CEINGE - Biotecnologie Avanzate Franco Salvatore, 80145 Naples, Italy
| | - Verdiana Martello
- Center for Genomic Science of IIT@SEMM, Fondazione Istituto Italiano di Tecnologia, 20139 Milan, Italy
| | - Nunzio D'Agostino
- Department of Agricultural Sciences University of Naples Federico II, piazza Carlo di Borbone 1, 80055, Portici, Naples, Italy
| | - Mariateresa Giustiniano
- Department of Pharmacy, University of Naples Federico II, Via D. Montesano 49, 80131 Naples, Italy
| | - Camilla Russo
- Department of Pharmacy, University of Naples Federico II, Via D. Montesano 49, 80131 Naples, Italy
| | - Luana Izzo
- Department of Pharmacy, University of Naples Federico II, Via D. Montesano 49, 80131 Naples, Italy
| | - Francesco Merlino
- Department of Pharmacy, University of Naples Federico II, Via D. Montesano 49, 80131 Naples, Italy
| | - Diego Brancaccio
- Department of Pharmacy, University of Naples Federico II, Via D. Montesano 49, 80131 Naples, Italy
| | - Bruno Pagano
- Department of Pharmacy, University of Naples Federico II, Via D. Montesano 49, 80131 Naples, Italy
| | - Jussara Amato
- Department of Pharmacy, University of Naples Federico II, Via D. Montesano 49, 80131 Naples, Italy
| | - Simona Marzano
- Department of Pharmacy, University of Naples Federico II, Via D. Montesano 49, 80131 Naples, Italy
| | - Federica D'Aria
- Department of Pharmacy, University of Naples Federico II, Via D. Montesano 49, 80131 Naples, Italy
| | - Stefano Amente
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, 80131 Naples, Italy
| | - Rasmus Bro
- Department of Food Science, University of Copenhagen, Copenhagen, Denmark
| | - Morten Arendt Rasmussen
- Department of Food Science, University of Copenhagen, Copenhagen, Denmark; COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Myrhiam Cassese
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, 80131 Naples, Italy
| | - Rosario Ammendola
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, 80131 Naples, Italy
| | - Fabio Cattaneo
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, 80131 Naples, Italy
| | - Stefano De Tito
- The Molecular Cell Biology of Autophagy, The Francis Crick Institute, 1 Midland Road, London NW11AT, United Kingdom
| | - Nunzia Iaccarino
- Department of Pharmacy, University of Naples Federico II, Via D. Montesano 49, 80131 Naples, Italy.
| | - Anna Di Porzio
- Department of Pharmacy, University of Naples Federico II, Via D. Montesano 49, 80131 Naples, Italy.
| | - Antonio Randazzo
- Department of Pharmacy, University of Naples Federico II, Via D. Montesano 49, 80131 Naples, Italy.
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