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Amengual-Cladera E, Morla-Barcelo PM, Morán-Costoya A, Sastre-Serra J, Pons DG, Valle A, Roca P, Nadal-Serrano M. Metformin: From Diabetes to Cancer-Unveiling Molecular Mechanisms and Therapeutic Strategies. BIOLOGY 2024; 13:302. [PMID: 38785784 PMCID: PMC11117706 DOI: 10.3390/biology13050302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 04/06/2024] [Accepted: 04/25/2024] [Indexed: 05/25/2024]
Abstract
Metformin, a widely used anti-diabetic drug, has garnered attention for its potential in cancer management, particularly in breast and colorectal cancer. It is established that metformin reduces mitochondrial respiration, but its specific molecular targets within mitochondria vary. Proposed mechanisms include inhibiting mitochondrial respiratory chain Complex I and/or Complex IV, and mitochondrial glycerophosphate dehydrogenase, among others. These actions lead to cellular energy deficits, redox state changes, and several molecular changes that reduce hyperglycemia in type 2 diabetic patients. Clinical evidence supports metformin's role in cancer prevention in type 2 diabetes mellitus patients. Moreover, in these patients with breast and colorectal cancer, metformin consumption leads to an improvement in survival outcomes and prognosis. The synergistic effects of metformin with chemotherapy and immunotherapy highlights its potential as an adjunctive therapy for breast and colorectal cancer. However, nuanced findings underscore the need for further research and stratification by molecular subtype, particularly for breast cancer. This comprehensive review integrates metformin-related findings from epidemiological, clinical, and preclinical studies in breast and colorectal cancer. Here, we discuss current research addressed to define metformin's bioavailability and efficacy, exploring novel metformin-based compounds and drug delivery systems, including derivatives targeting mitochondria, combination therapies, and novel nanoformulations, showing enhanced anticancer effects.
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Affiliation(s)
- Emilia Amengual-Cladera
- Grupo Metabolismo Energético y Nutrición, Instituto Universitario de Investigación en Ciencias de la Salud (IUNICS), Universitat de les Illes Balears, Ctra. de Valldemossa, km 7.5, 07122 Palma, Illes Balears, Spain; (E.A.-C.); (A.M.-C.); (A.V.)
- Instituto de Investigación Sanitaria Illes Balears (IdISBa), 07120 Palma, Illes Balears, Spain; (P.M.M.-B.); (J.S.-S.); (D.G.P.); (M.N.-S.)
| | - Pere Miquel Morla-Barcelo
- Instituto de Investigación Sanitaria Illes Balears (IdISBa), 07120 Palma, Illes Balears, Spain; (P.M.M.-B.); (J.S.-S.); (D.G.P.); (M.N.-S.)
- Grupo Multidisciplinar de Oncología Traslacional, Instituto Universitario de Investigación en Ciencias de la Salud (IUNICS), Universitat de les Illes Balears, Ctra. de Valldemossa, km 7.5, 07122 Palma, Illes Balears, Spain
| | - Andrea Morán-Costoya
- Grupo Metabolismo Energético y Nutrición, Instituto Universitario de Investigación en Ciencias de la Salud (IUNICS), Universitat de les Illes Balears, Ctra. de Valldemossa, km 7.5, 07122 Palma, Illes Balears, Spain; (E.A.-C.); (A.M.-C.); (A.V.)
- Instituto de Investigación Sanitaria Illes Balears (IdISBa), 07120 Palma, Illes Balears, Spain; (P.M.M.-B.); (J.S.-S.); (D.G.P.); (M.N.-S.)
| | - Jorge Sastre-Serra
- Instituto de Investigación Sanitaria Illes Balears (IdISBa), 07120 Palma, Illes Balears, Spain; (P.M.M.-B.); (J.S.-S.); (D.G.P.); (M.N.-S.)
- Grupo Multidisciplinar de Oncología Traslacional, Instituto Universitario de Investigación en Ciencias de la Salud (IUNICS), Universitat de les Illes Balears, Ctra. de Valldemossa, km 7.5, 07122 Palma, Illes Balears, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (CIBERobn, CB06/03/0043), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Daniel Gabriel Pons
- Instituto de Investigación Sanitaria Illes Balears (IdISBa), 07120 Palma, Illes Balears, Spain; (P.M.M.-B.); (J.S.-S.); (D.G.P.); (M.N.-S.)
- Grupo Multidisciplinar de Oncología Traslacional, Instituto Universitario de Investigación en Ciencias de la Salud (IUNICS), Universitat de les Illes Balears, Ctra. de Valldemossa, km 7.5, 07122 Palma, Illes Balears, Spain
| | - Adamo Valle
- Grupo Metabolismo Energético y Nutrición, Instituto Universitario de Investigación en Ciencias de la Salud (IUNICS), Universitat de les Illes Balears, Ctra. de Valldemossa, km 7.5, 07122 Palma, Illes Balears, Spain; (E.A.-C.); (A.M.-C.); (A.V.)
- Instituto de Investigación Sanitaria Illes Balears (IdISBa), 07120 Palma, Illes Balears, Spain; (P.M.M.-B.); (J.S.-S.); (D.G.P.); (M.N.-S.)
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (CIBERobn, CB06/03/0043), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Pilar Roca
- Instituto de Investigación Sanitaria Illes Balears (IdISBa), 07120 Palma, Illes Balears, Spain; (P.M.M.-B.); (J.S.-S.); (D.G.P.); (M.N.-S.)
- Grupo Multidisciplinar de Oncología Traslacional, Instituto Universitario de Investigación en Ciencias de la Salud (IUNICS), Universitat de les Illes Balears, Ctra. de Valldemossa, km 7.5, 07122 Palma, Illes Balears, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (CIBERobn, CB06/03/0043), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Mercedes Nadal-Serrano
- Instituto de Investigación Sanitaria Illes Balears (IdISBa), 07120 Palma, Illes Balears, Spain; (P.M.M.-B.); (J.S.-S.); (D.G.P.); (M.N.-S.)
- Grupo Multidisciplinar de Oncología Traslacional, Instituto Universitario de Investigación en Ciencias de la Salud (IUNICS), Universitat de les Illes Balears, Ctra. de Valldemossa, km 7.5, 07122 Palma, Illes Balears, Spain
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Zhao Z, Wang Q, Zhao F, Ma J, Sui X, Choe HC, Chen P, Gao X, Zhang L. Single-cell and transcriptomic analyses reveal the influence of diabetes on ovarian cancer. BMC Genomics 2024; 25:1. [PMID: 38166541 PMCID: PMC10759538 DOI: 10.1186/s12864-023-09893-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 12/11/2023] [Indexed: 01/04/2024] Open
Abstract
BACKGROUND There has been a significant surge in the global prevalence of diabetes mellitus (DM), which increases the susceptibility of individuals to ovarian cancer (OC). However, the relationship between DM and OC remains largely unexplored. The objective of this study is to provide preliminary insights into the shared molecular regulatory mechanisms and potential biomarkers between DM and OC. METHODS Multiple datasets from the GEO database were utilized for bioinformatics analysis. Single cell datasets from the GEO database were analysed. Subsequently, immune cell infiltration analysis was performed on mRNA expression data. The intersection of these datasets yielded a set of common genes associated with both OC and DM. Using these overlapping genes and Cytoscape, a protein‒protein interaction (PPI) network was constructed, and 10 core targets were selected. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were then conducted on these core targets. Additionally, advanced bioinformatics analyses were conducted to construct a TF-mRNA-miRNA coregulatory network based on identified core targets. Furthermore, immunohistochemistry staining (IHC) and real-time quantitative PCR (RT-qPCR) were employed for the validation of the expression and biological functions of core proteins, including HSPAA1, HSPA8, SOD1, and transcription factors SREBF2 and GTAT2, in ovarian tumors. RESULTS The immune cell infiltration analysis based on mRNA expression data for both DM and OC, as well as analysis using single-cell datasets, reveals significant differences in mononuclear cell levels. By intersecting the single-cell datasets, a total of 119 targets related to mononuclear cells in both OC and DM were identified. PPI network analysis further identified 10 hub genesincludingHSP90AA1, HSPA8, SNRPD2, UBA52, SOD1, RPL13A, RPSA, ITGAM, PPP1CC, and PSMA5, as potential targets of OC and DM. Enrichment analysis indicated that these genes are primarily associated with neutrophil degranulation, GDP-dissociation inhibitor activity, and the IL-17 signaling pathway, suggesting their involvement in the regulation of the tumor microenvironment. Furthermore, the TF-gene and miRNA-gene regulatory networks were validated using NetworkAnalyst. The identified TFs included SREBF2, GATA2, and SRF, while the miRNAs included miR-320a, miR-378a-3p, and miR-26a-5p. Simultaneously, IHC and RT-qPCR reveal differential expression of core targets in ovarian tumors after the onset of diabetes. RT-qPCR further revealed that SREBF2 and GATA2 may influence the expression of core proteins, including HSP90AA1, HSPA8, and SOD1. CONCLUSION This study revealed the shared gene interaction network between OC and DM and predicted the TFs and miRNAs associated with core genes in monocytes. Our research findings contribute to identifying potential biological mechanisms underlying the relationship between OC and DM.
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Affiliation(s)
- Zhihao Zhao
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, China
| | - Qilin Wang
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, China
| | - Fang Zhao
- Institute of Innovation and Applied Research in Chinese Medicine, Department of Rheumatology of The First Hospital, Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Junnan Ma
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, China
| | - Xue Sui
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, China
| | - Hyok Chol Choe
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, China
- Department of Clinical Medicine, Sinuiju Medical University, Sinuiju, Democratic People's Republic of Korea
| | - Peng Chen
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, China
| | - Xue Gao
- Department of Pathology, the First Hospital of Dalian Medical University, Dalian, Liaoning Province, 116027, China.
| | - Lin Zhang
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, China.
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Bollati V, Monti P, Biganzoli D, Marano G, Favero C, Iodice S, Ferrari L, Dioni L, Bianchi F, Pesatori AC, Biganzoli EM. Environmental and Lifestyle Cancer Risk Factors: Shaping Extracellular Vesicle OncomiRs and Paving the Path to Cancer Development. Cancers (Basel) 2023; 15:4317. [PMID: 37686592 PMCID: PMC10486808 DOI: 10.3390/cancers15174317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 08/23/2023] [Accepted: 08/27/2023] [Indexed: 09/10/2023] Open
Abstract
Intercellular communication has been transformed by the discovery of extracellular vesicles (EVs) and their cargo, including microRNAs (miRNAs), which play crucial roles in intercellular signaling. These EVs were previously disregarded as cellular debris but are now recognized as vital mediators of biological information transfer between cells. Furthermore, they respond not only to internal stimuli but also to environmental and lifestyle factors. Identifying EV-borne oncomiRs, a subset of miRNAs implicated in cancer development, could revolutionize our understanding of how environmental and lifestyle exposures contribute to oncogenesis. To investigate this, we studied the plasma levels of EV-borne oncomiRs in a population of 673 women and 238 men with a body mass index > 25 kg/m2 (SPHERE population). The top fifty oncomiRs associated with the three most common cancers in women (breast, colorectal, and lung carcinomas) and men (lung, prostate, and colorectal carcinomas) were selected from the OncomiR database. Only oncomiRs expressed in more than 20% of the population were considered for statistical analysis. Using a Multivariate Adaptive Regression Splines (MARS) model, we explored the interactions between environmental/lifestyle exposures and EV oncomiRs to develop optimized predictor combinations for each EV oncomiR. This innovative approach allowed us to better understand miRNA regulation in response to multiple environmental and lifestyle influences. By uncovering non-linear relationships among variables, we gained valuable insights into the complexity of miRNA regulatory networks. Ultimately, this research paves the way for comprehensive exposome studies in the future.
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Affiliation(s)
- Valentina Bollati
- Epiget Lab, Department of Clinical Sciences and Community Health, University of Milan, 20133 Milan, Italy; (P.M.); (C.F.); (S.I.); (L.F.); (L.D.); (A.C.P.)
- Occupational Health Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Paola Monti
- Epiget Lab, Department of Clinical Sciences and Community Health, University of Milan, 20133 Milan, Italy; (P.M.); (C.F.); (S.I.); (L.F.); (L.D.); (A.C.P.)
| | - Davide Biganzoli
- Center of Functional Genomics and Rare Diseases, Buzzi Children’s Hospital, 20154 Milan, Italy;
| | - Giuseppe Marano
- Unit of Medical Statistics, Bioinformatics and Epidemiology, Department of Biomedical and Clinical Sciences (DIBIC), University of Milan, 20133 Milan, Italy;
| | - Chiara Favero
- Epiget Lab, Department of Clinical Sciences and Community Health, University of Milan, 20133 Milan, Italy; (P.M.); (C.F.); (S.I.); (L.F.); (L.D.); (A.C.P.)
| | - Simona Iodice
- Epiget Lab, Department of Clinical Sciences and Community Health, University of Milan, 20133 Milan, Italy; (P.M.); (C.F.); (S.I.); (L.F.); (L.D.); (A.C.P.)
| | - Luca Ferrari
- Epiget Lab, Department of Clinical Sciences and Community Health, University of Milan, 20133 Milan, Italy; (P.M.); (C.F.); (S.I.); (L.F.); (L.D.); (A.C.P.)
- Occupational Health Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Laura Dioni
- Epiget Lab, Department of Clinical Sciences and Community Health, University of Milan, 20133 Milan, Italy; (P.M.); (C.F.); (S.I.); (L.F.); (L.D.); (A.C.P.)
| | - Francesca Bianchi
- Dipartimento di Scienze Biomediche per la Salute, University of Milan, 20133 Milan, Italy;
- U. O. Laboratorio Morfologia Umana Applicata, IRCCS Policlinico San Donato, 20097 Milan, Italy
| | - Angela Cecilia Pesatori
- Epiget Lab, Department of Clinical Sciences and Community Health, University of Milan, 20133 Milan, Italy; (P.M.); (C.F.); (S.I.); (L.F.); (L.D.); (A.C.P.)
- Occupational Health Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Elia Mario Biganzoli
- Unit of Medical Statistics, Bioinformatics and Epidemiology, Department of Biomedical and Clinical Sciences (DIBIC), University of Milan, 20133 Milan, Italy;
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Khodabakhsh P, Bazrgar M, Mohagheghi F, Parvardeh S, Ahmadiani A. MicroRNA-140-5p inhibitor attenuates memory impairment induced by amyloid-ß oligomer in vivo possibly through Pin1 regulation. CNS Neurosci Ther 2022; 29:91-103. [PMID: 36184817 PMCID: PMC9804077 DOI: 10.1111/cns.13980] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 08/18/2022] [Accepted: 09/13/2022] [Indexed: 02/06/2023] Open
Abstract
AIMS The peptidyl-prolyl cis/trans isomerase, Pin1, has a protective role in age-related neurodegeneration by targeting different phosphorylation sites of tau and the key proteins required to produce Amyloid-β, which are the well-known molecular signatures of Alzheimer's disease (AD) neuropathology. The direct interaction of miR-140-5p with Pin1 mRNA and its inhibitory role in protein translation has been identified. The main purpose of this study was to investigate the role of miRNA-140-5p inhibition in promoting Pin1 expression and the therapeutic potential of the AntimiR-140-5p in the Aß oligomer (AßO)-induced AD rat model. METHODS Spatial learning and memory were assessed in the Morris water maze. RT-PCR, western blot, and histological assays were performed on hippocampal samples at various time points after treatments. miRNA-140-5p inhibition enhanced Pin1 and ADAM10 mRNA expressions but has little effect on Pin1 protein level. RESULTS The miRNA-140-5p inhibitor markedly ameliorated spatial learning and memory deficits induced by AßO, and concomitantly suppressed the mRNA expression of inflammatory mediators TNFα and IL-1β, and phosphorylation of tau at three key sites (thr231, ser396, and ser404) as well as increased phosphorylated Ser473-Akt. CONCLUSION According to our results, Antimir-140-mediated improvement of AβO-induced neuronal injury and memory impairment in rats may provide an appropriate rationale for evaluating miR-140-5p inhibitors as a promising agent for the treatment of AD.
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Affiliation(s)
- Pariya Khodabakhsh
- Department of Pharmacology, School of MedicineShahid Beheshti University of Medical SciencesTehranIran,Neuroscience Research CenterShahid Beheshti University of Medical ScienceTehranIran
| | - Maryam Bazrgar
- Neuroscience Research CenterShahid Beheshti University of Medical ScienceTehranIran
| | - Fatemeh Mohagheghi
- Institute of Experimental Hematology, Center for Translational Cancer Research (TranslaTUM), School of MedicineTechnical University of MunichMunichGermany
| | - Siavash Parvardeh
- Department of Pharmacology, School of MedicineShahid Beheshti University of Medical SciencesTehranIran
| | - Abolhassan Ahmadiani
- Neuroscience Research CenterShahid Beheshti University of Medical ScienceTehranIran
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