1
|
De Vitis C, Battaglia AM, Pallocca M, Santamaria G, Mimmi MC, Sacco A, De Nicola F, Gaspari M, Salvati V, Ascenzi F, Bruschini S, Esposito A, Ricci G, Sperandio E, Massacci A, Prestagiacomo LE, Vecchione A, Ricci A, Sciacchitano S, Salerno G, French D, Aversa I, Cereda C, Fanciulli M, Chiaradonna F, Solito E, Cuda G, Costanzo F, Ciliberto G, Mancini R, Biamonte F. ALDOC- and ENO2- driven glucose metabolism sustains 3D tumor spheroids growth regardless of nutrient environmental conditions: a multi-omics analysis. J Exp Clin Cancer Res 2023; 42:69. [PMID: 36945054 PMCID: PMC10031988 DOI: 10.1186/s13046-023-02641-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 03/07/2023] [Indexed: 03/23/2023] Open
Abstract
BACKGROUND Metastases are the major cause of cancer-related morbidity and mortality. By the time cancer cells detach from their primary site to eventually spread to distant sites, they need to acquire the ability to survive in non-adherent conditions and to proliferate within a new microenvironment in spite of stressing conditions that may severely constrain the metastatic process. In this study, we gained insight into the molecular mechanisms allowing cancer cells to survive and proliferate in an anchorage-independent manner, regardless of both tumor-intrinsic variables and nutrient culture conditions. METHODS 3D spheroids derived from lung adenocarcinoma (LUAD) and breast cancer cells were cultured in either nutrient-rich or -restricted culture conditions. A multi-omics approach, including transcriptomics, proteomics, and metabolomics, was used to explore the molecular changes underlying the transition from 2 to 3D cultures. Small interfering RNA-mediated loss of function assays were used to validate the role of the identified differentially expressed genes and proteins in H460 and HCC827 LUAD as well as in MCF7 and T47D breast cancer cell lines. RESULTS We found that the transition from 2 to 3D cultures of H460 and MCF7 cells is associated with significant changes in the expression of genes and proteins involved in metabolic reprogramming. In particular, we observed that 3D tumor spheroid growth implies the overexpression of ALDOC and ENO2 glycolytic enzymes concomitant with the enhanced consumption of glucose and fructose and the enhanced production of lactate. Transfection with siRNA against both ALDOC and ENO2 determined a significant reduction in lactate production, viability and size of 3D tumor spheroids produced by H460, HCC827, MCF7, and T47D cell lines. CONCLUSIONS Our results show that anchorage-independent survival and growth of cancer cells are supported by changes in genes and proteins that drive glucose metabolism towards an enhanced lactate production. Notably, this finding is valid for all lung and breast cancer cell lines we have analyzed in different nutrient environmental conditions. broader Validation of this mechanism in other cancer cells of different origin will be necessary to broaden the role of ALDOC and ENO2 to other tumor types. Future in vivo studies will be necessary to assess the role of ALDOC and ENO2 in cancer metastasis.
Collapse
Affiliation(s)
- Claudia De Vitis
- Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, ''Sapienza'' University of Rome, Rome, Italy
| | - Anna Martina Battaglia
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
| | - Matteo Pallocca
- Biostatistics, Bioinformatics and Clinical Trial Center, IRCCS ''Regina Elena'' National Cancer Institute, Rome, Italy
| | - Gianluca Santamaria
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
| | | | - Alessandro Sacco
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
| | - Francesca De Nicola
- SAFU Laboratory, IRCCS ''Regina Elena'' National Cancer Institute, Rome, Italy
| | - Marco Gaspari
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
| | - Valentina Salvati
- Preclinical Models and New Therapeutic Agents Unit, IRCCS ''Regina Elena'' National Cancer Institute, Rome, Italy
| | - Francesca Ascenzi
- Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, ''Sapienza'' University of Rome, Rome, Italy
| | - Sara Bruschini
- Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, ''Sapienza'' University of Rome, Rome, Italy
| | - Antonella Esposito
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
| | - Giulia Ricci
- Department of Experimental Medicine, Università Degli Studi Della Campania ''Luigi Vanvitelli'', Naples, Italy
| | - Eleonora Sperandio
- Biostatistics, Bioinformatics and Clinical Trial Center, IRCCS ''Regina Elena'' National Cancer Institute, Rome, Italy
| | - Alice Massacci
- Biostatistics, Bioinformatics and Clinical Trial Center, IRCCS ''Regina Elena'' National Cancer Institute, Rome, Italy
| | - Licia Elvira Prestagiacomo
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
| | - Andrea Vecchione
- Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, ''Sapienza'' University of Rome, Rome, Italy
| | - Alberto Ricci
- Respiratory Unit, Sant'Andrea Hospital, Sapienza University of Rome, Rome, Italy
| | - Salvatore Sciacchitano
- Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, ''Sapienza'' University of Rome, Rome, Italy
| | - Gerardo Salerno
- Department of Neurosciences, Mental Health and Sensory Organs (NESMOS), Sapienza University of Rome, Rome, Italy
| | - Deborah French
- Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, ''Sapienza'' University of Rome, Rome, Italy
| | - Ilenia Aversa
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
| | - Cristina Cereda
- Genomic and Post-Genomic Unit, IRCCS Mondino Foundation, Pavia, Italy
| | - Maurizio Fanciulli
- SAFU Laboratory, IRCCS ''Regina Elena'' National Cancer Institute, Rome, Italy
| | | | - Egle Solito
- Barts and The London School of Medicine and Dentistry, William Harvey Research Institute, Queen Mary University of London, London, E1 2AT, UK
| | - Giovanni Cuda
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
| | - Francesco Costanzo
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
- Magna Graecia University of Catanzaro, Interdepartmental Centre of Services, Catanzaro, Italy
| | - Gennaro Ciliberto
- Scientific Director, IRCCS ''Regina Elena'' National Cancer Institute, Rome, Italy
| | - Rita Mancini
- Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, ''Sapienza'' University of Rome, Rome, Italy.
| | - Flavia Biamonte
- Department of Experimental and Clinical Medicine, ''Magna Graecia'' University of Catanzaro, Catanzaro, Italy
- Barts and The London School of Medicine and Dentistry, William Harvey Research Institute, Queen Mary University of London, London, E1 2AT, UK
| |
Collapse
|