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Del Puerto-Nevado L, Santiago-Hernandez A, Solanes-Casado S, Gonzalez N, Ricote M, Corton M, Prieto I, Mas S, Sanz AB, Aguilera O, Gomez-Guerrero C, Ayuso C, Ortiz A, Rojo F, Egido J, Garcia-Foncillas J, Minguez P, Alvarez-Llamas G. Diabetes-mediated promotion of colon mucosa carcinogenesis is associated with mitochondrial dysfunction. Mol Oncol 2019; 13:1887-1897. [PMID: 31199051 PMCID: PMC6717745 DOI: 10.1002/1878-0261.12531] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Revised: 06/03/2019] [Accepted: 06/11/2019] [Indexed: 01/28/2023] Open
Abstract
Type 2 diabetes mellitus (T2DM) has been associated with an increased risk of cancer, including colon cancer (CC). However, we recently reported no influence of T2DM on CC prognosis, suggesting that any effect might be at the early stages of tumor development. We hypothesized that T2DM may create an environment in the healthy tissue, which acts as a carcinogenesis driver in agreement with the field of cancerization concept. Here, we focused on early carcinogenesis by analyzing paired tumor and normal colonic mucosa samples from the same patients. The proteome of CC and paired mucosa was quantitatively analyzed in 28 individuals (12 diabetics and 16 nondiabetics) by mass spectrometry with isobaric labeling. Out of 3076 identified proteins, 425 were differentially expressed at the tumor in diabetics compared with nondiabetics. In the adjacent mucosa, 143 proteins were differentially expressed in diabetics and nondiabetics. An enrichment analysis of this signature pointed to mitochondria, ribosome, and translation. Only six proteins were upregulated by diabetes both in tumor and mucosa, of which five were mitochondrial proteins. Differential expression in diabetic versus nondiabetic mucosa was confirmed for MRPL53, MRPL18, and TIMM8B. Higher levels of MRPL18, TIMM8B, and EIF1A were also found in normal colon epithelial cells exposed to high‐glucose conditions. We conclude that T2DM is associated with specific molecular changes in the normal mucosa of CC patients, consistent with field of cancerization in a diabetic environment. The mitochondrial protein signature identifies a potential therapeutic target that could underlie the higher risk of CC in diabetics.
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Affiliation(s)
- Laura Del Puerto-Nevado
- Translational Oncology Division, Oncohealth Institute, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | | | - Sonia Solanes-Casado
- Translational Oncology Division, Oncohealth Institute, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Nieves Gonzalez
- Renal, Vascular and Diabetes Research Laboratory, Spanish Biomedical Research Network in Diabetes and Associated Metabolic Disorders (CIBERDEM), IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Marta Ricote
- Renal, Vascular and Diabetes Research Laboratory, Spanish Biomedical Research Network in Diabetes and Associated Metabolic Disorders (CIBERDEM), IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Marta Corton
- Genetics Department, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain.,Center for Biomedical Network Research on Rare Diseases (CIBERER), ISCIII, Madrid, Spain
| | - Isabel Prieto
- Radiation Oncology, Oncohealth Institute, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Sebastian Mas
- Renal, Vascular and Diabetes Research Laboratory, Spanish Biomedical Research Network in Diabetes and Associated Metabolic Disorders (CIBERDEM), IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Ana Belen Sanz
- Nephrology and Hypertension Department, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain.,REDINREN, Madrid, Spain
| | - Oscar Aguilera
- Translational Oncology Division, Oncohealth Institute, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Carmen Gomez-Guerrero
- Renal, Vascular and Diabetes Research Laboratory, Spanish Biomedical Research Network in Diabetes and Associated Metabolic Disorders (CIBERDEM), IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Carmen Ayuso
- Genetics Department, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain.,Center for Biomedical Network Research on Rare Diseases (CIBERER), ISCIII, Madrid, Spain
| | - Alberto Ortiz
- Nephrology and Hypertension Department, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain.,REDINREN, Madrid, Spain
| | - Federico Rojo
- Pathology Department, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Jesus Egido
- Renal, Vascular and Diabetes Research Laboratory, Spanish Biomedical Research Network in Diabetes and Associated Metabolic Disorders (CIBERDEM), IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Jesus Garcia-Foncillas
- Translational Oncology Division, Oncohealth Institute, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Pablo Minguez
- Genetics Department, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Gloria Alvarez-Llamas
- Immunology Department, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain.,REDINREN, Madrid, Spain
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Del Puerto-Nevado L, Minguez P, Corton M, Solanes-Casado S, Prieto I, Mas S, Sanz AB, Gonzalez-Alonso P, Villaverde C, Portal-Nuñez S, Aguilera O, Gomez-Guerrero C, Esbrit P, Vivanco F, Gonzalez N, Ayuso C, Ortiz A, Rojo F, Egido J, Alvarez-Llamas G, Garcia-Foncillas J. Molecular evidence of field cancerization initiated by diabetes in colon cancer patients. Mol Oncol 2019; 13:857-872. [PMID: 30628165 PMCID: PMC6441931 DOI: 10.1002/1878-0261.12438] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Revised: 12/01/2018] [Accepted: 12/27/2018] [Indexed: 12/20/2022] Open
Abstract
The potential involvement of type 2 diabetes mellitus (T2DM) as a risk factor for colon cancer (CC) has been previously reported. While several clinical studies show a higher incidence of CC and a lower survival rate in diabetics, others report no association. Our own experience indicates that diabetes does not seem to worsen the prognosis once the tumor is present. Despite this controversy, there are no wide‐spectrum molecular studies that delve into the impact of T2DM‐related mechanisms in colon carcinogenesis. Here, we present a transcriptomic and proteomic profiling of paired tumor and normal colon mucosa samples in a cohort of 42 CC patients, 23 of which have T2DM. We used gene set enrichment and network approaches to extract relevant pathways in diabetics, referenced them to current knowledge, and tested them using in vitro techniques. Through our transcriptomics approach, we identified an unexpected overlap of pathways overrepresented in diabetics compared to nondiabetics, in both tumor and normal mucosa, including diabetes‐related metabolic and signaling processes. Proteomic approaches highlighted several cancer‐related signaling routes in diabetics found only in normal mucosa, not in tumors. An integration of the transcriptome and proteome analyses suggested the deregulation of key pathways related to colon carcinogenesis which converged on tumor initiation axis TEAD/YAP‐TAZ as a potential initiator of the process. In vitro studies confirmed upregulation of this pathway in nontumor colon cells under high‐glucose conditions. In conclusion, T2DM associates with deregulation of cancer‐related processes in normal colon mucosa adjacent to tissue which has undergone a malignant transformation. These data support that in diabetic patients, the local microenvironment in normal colon mucosa may be a factor driving field cancerization promoting carcinogenesis. Our results set a new framework to study links between diabetes and colon cancer, including a new role of the TEAD/YAP‐TAZ complex as a potential driver.
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Affiliation(s)
- Laura Del Puerto-Nevado
- Translational Oncology Division, Oncohealth Institute, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Pablo Minguez
- Genetics Department, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Marta Corton
- Genetics Department, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain.,Center for Biomedical Network Research on Rare Diseases (CIBERER), ISCIII, Madrid, Spain
| | - Sonia Solanes-Casado
- Translational Oncology Division, Oncohealth Institute, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Isabel Prieto
- Radiation Oncology, Oncohealth Institute, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Sebastian Mas
- Renal, Vascular and Diabetes Research Laboratory, IIS-Fundacion Jimenez Diaz-UAM, Spanish Biomedical Research Network in Diabetes and Associated Metabolic Disorders (CIBERDEM), Madrid, Spain
| | - Ana Belen Sanz
- Nephrology and Hypertension Department, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain.,REDINREN, Madrid, Spain
| | | | - Cristina Villaverde
- Genetics Department, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain.,Center for Biomedical Network Research on Rare Diseases (CIBERER), ISCIII, Madrid, Spain
| | - Sergio Portal-Nuñez
- Bone and Mineral Metabolism Laboratory, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain.,Applied Molecular Medicine Institute, School of Medicine, Universidad San Pablo CEU, CEU Universities, Madrid, Spain
| | - Oscar Aguilera
- Translational Oncology Division, Oncohealth Institute, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Carmen Gomez-Guerrero
- Renal, Vascular and Diabetes Research Laboratory, IIS-Fundacion Jimenez Diaz-UAM, Spanish Biomedical Research Network in Diabetes and Associated Metabolic Disorders (CIBERDEM), Madrid, Spain
| | - Pedro Esbrit
- Bone and Mineral Metabolism Laboratory, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Fernando Vivanco
- Immunoallergy and Proteomics Laboratory, Immunology Department, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Nieves Gonzalez
- Renal, Vascular and Diabetes Research Laboratory, IIS-Fundacion Jimenez Diaz-UAM, Spanish Biomedical Research Network in Diabetes and Associated Metabolic Disorders (CIBERDEM), Madrid, Spain
| | - Carmen Ayuso
- Genetics Department, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain.,Center for Biomedical Network Research on Rare Diseases (CIBERER), ISCIII, Madrid, Spain
| | - Alberto Ortiz
- Nephrology and Hypertension Department, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain.,REDINREN, Madrid, Spain
| | - Federico Rojo
- Pathology Department, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Jesus Egido
- Renal, Vascular and Diabetes Research Laboratory, IIS-Fundacion Jimenez Diaz-UAM, Spanish Biomedical Research Network in Diabetes and Associated Metabolic Disorders (CIBERDEM), Madrid, Spain
| | - Gloria Alvarez-Llamas
- REDINREN, Madrid, Spain.,Immunoallergy and Proteomics Laboratory, Immunology Department, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
| | - Jesus Garcia-Foncillas
- Translational Oncology Division, Oncohealth Institute, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
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- Translational Oncology Division, Oncohealth Institute, IIS-Fundacion Jimenez Diaz-UAM, Madrid, Spain
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Gámez-Pozo A, Ferrer NI, Ciruelos E, López-Vacas R, Martínez FG, Espinosa E, Vara JÁF. Shotgun proteomics of archival triple-negative breast cancer samples. Proteomics Clin Appl 2013; 7:283-91. [DOI: 10.1002/prca.201200048] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2012] [Revised: 11/15/2012] [Accepted: 12/10/2012] [Indexed: 11/07/2022]
Affiliation(s)
- Angelo Gámez-Pozo
- Laboratorio de Oncología y Patología Molecular, Instituto de Genética Médica y Molecular-INGEMM; Instituto de Investigación Hospital Universitario La Paz-IdiPAZ; Madrid; Spain
| | - Nuria Ibarz Ferrer
- Unidad de Proteómica; Centro Nacional de Investigaciones Oncológicas (CNIO); Madrid; Spain
| | - Eva Ciruelos
- Servicio de Oncología; Instituto de Investigación Hospital Universitario Doce de Octubre-i+12; Madrid; Spain
| | - Rocío López-Vacas
- Laboratorio de Oncología y Patología Molecular, Instituto de Genética Médica y Molecular-INGEMM; Instituto de Investigación Hospital Universitario La Paz-IdiPAZ; Madrid; Spain
| | | | - Enrique Espinosa
- Servicio de Oncología Médica; Instituto de Investigación Hospital Universitario La Paz-IdiPAZ; Madrid; Spain
| | - Juan Ángel Fresno Vara
- Laboratorio de Oncología y Patología Molecular, Instituto de Genética Médica y Molecular-INGEMM; Instituto de Investigación Hospital Universitario La Paz-IdiPAZ; Madrid; Spain
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