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Song C, Jung D, Kendi AT, Rho JK, Kim EJ, Horn I, Curran GL, Ghattamaneni S, Shim JY, Kang PS, Kang D, Thakkar JB, Dewan S, Lowe VJ, Lee SB. Metformin Prevents Tumor Cell Growth and Invasion of Human Hormone Receptor-Positive Breast Cancer (HR+ BC) Cells via FOXA1 Inhibition. Int J Mol Sci 2024; 25:7494. [PMID: 39000600 PMCID: PMC11242876 DOI: 10.3390/ijms25137494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 07/04/2024] [Accepted: 07/05/2024] [Indexed: 07/16/2024] Open
Abstract
Women with type 2 diabetes (T2D) have a higher risk of being diagnosed with breast cancer and have worse survival than non-diabetic women if they do develop breast cancer. However, more research is needed to elucidate the biological underpinnings of these relationships. Here, we found that forkhead box A1 (FOXA1), a forkhead family transcription factor, and metformin (1,1-dimethylbiguanide hydrochloride), a medication used to treat T2D, may impact hormone-receptor-positive (HR+) breast cancer (BC) tumor cell growth and metastasis. Indeed, fourteen diabetes-associated genes are highly expressed in only three HR+ breast cancer cell lines but not the other subtypes utilizing a 53,805 gene database obtained from NCBI GEO. Among the diabetes-related genes, FOXA1, MTA3, PAK4, FGFR3, and KIF22 were highly expressed in HR+ breast cancer from 4032 breast cancer patient tissue samples using the Breast Cancer Gene Expression Omnibus. Notably, elevated FOXA1 expression correlated with poorer overall survival in patients with estrogen-receptor-positive/progesterone-receptor-positive (ER+/PR+) breast cancer. Furthermore, experiments demonstrated that loss of the FOXA1 gene inhibited tumor proliferation and invasion in vitro using MCF-7 and T47D HR+ breast cancer cell lines. Metformin, an anti-diabetic medication, significantly suppressed tumor cell growth in MCF-7 cells. Additionally, either metformin treatment or FOXA1 gene deletion enhanced tamoxifen-induced tumor growth inhibition in HR+ breast cancer cell lines within an ex vivo three-dimensional (3D) organoid model. Therefore, the diabetes-related medicine metformin and FOXA1 gene inhibition might be a new treatment for patients with HR+ breast cancer when combined with tamoxifen, an endocrine therapy.
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Affiliation(s)
- Christine Song
- Division of Radiology, Mayo Clinic, Rochester, MN 55905, USA; (C.S.); (D.J.); (A.T.K.); (I.H.); (G.L.C.); (S.G.); (D.K.); (J.B.T.); (S.D.)
- Harvard University, Cambridge, MA 02138, USA
| | - Dawa Jung
- Division of Radiology, Mayo Clinic, Rochester, MN 55905, USA; (C.S.); (D.J.); (A.T.K.); (I.H.); (G.L.C.); (S.G.); (D.K.); (J.B.T.); (S.D.)
| | - Ayse Tuba Kendi
- Division of Radiology, Mayo Clinic, Rochester, MN 55905, USA; (C.S.); (D.J.); (A.T.K.); (I.H.); (G.L.C.); (S.G.); (D.K.); (J.B.T.); (S.D.)
| | - Jin Kyung Rho
- Department of Convergence Medicine, University of Ulsan College of Medicine, Seoul 05505, Republic of Korea;
| | - Eun-Joo Kim
- Department of Molecular Biology, Dankook University, Cheonan 31116, Chungcheongnam, Republic of Korea;
| | - Ian Horn
- Division of Radiology, Mayo Clinic, Rochester, MN 55905, USA; (C.S.); (D.J.); (A.T.K.); (I.H.); (G.L.C.); (S.G.); (D.K.); (J.B.T.); (S.D.)
| | - Geoffry L. Curran
- Division of Radiology, Mayo Clinic, Rochester, MN 55905, USA; (C.S.); (D.J.); (A.T.K.); (I.H.); (G.L.C.); (S.G.); (D.K.); (J.B.T.); (S.D.)
| | - Sujala Ghattamaneni
- Division of Radiology, Mayo Clinic, Rochester, MN 55905, USA; (C.S.); (D.J.); (A.T.K.); (I.H.); (G.L.C.); (S.G.); (D.K.); (J.B.T.); (S.D.)
| | - Ji Yeon Shim
- College of Nursing, Dankook University, Cheonan 31116, Chungcheongnam, Republic of Korea;
| | - Pil Soo Kang
- U&Hang Clinic, Asan 31514, Chungcheongnam, Republic of Korea;
| | - Daehun Kang
- Division of Radiology, Mayo Clinic, Rochester, MN 55905, USA; (C.S.); (D.J.); (A.T.K.); (I.H.); (G.L.C.); (S.G.); (D.K.); (J.B.T.); (S.D.)
| | - Jay B. Thakkar
- Division of Radiology, Mayo Clinic, Rochester, MN 55905, USA; (C.S.); (D.J.); (A.T.K.); (I.H.); (G.L.C.); (S.G.); (D.K.); (J.B.T.); (S.D.)
| | - Sannidhi Dewan
- Division of Radiology, Mayo Clinic, Rochester, MN 55905, USA; (C.S.); (D.J.); (A.T.K.); (I.H.); (G.L.C.); (S.G.); (D.K.); (J.B.T.); (S.D.)
| | - Val J. Lowe
- Division of Radiology, Mayo Clinic, Rochester, MN 55905, USA; (C.S.); (D.J.); (A.T.K.); (I.H.); (G.L.C.); (S.G.); (D.K.); (J.B.T.); (S.D.)
| | - Seung Baek Lee
- Division of Radiology, Mayo Clinic, Rochester, MN 55905, USA; (C.S.); (D.J.); (A.T.K.); (I.H.); (G.L.C.); (S.G.); (D.K.); (J.B.T.); (S.D.)
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN 55905, USA
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González-Borja I, Alors-Pérez E, Amat I, Alonso L, Viyuela-García C, Goñi S, Reyes JC, Ceballos-Chávez M, Hernández-García I, Sánchez-Frías ME, Santamaría E, Razquin S, Arjona-Sánchez Á, Arrazubi V, Pérez-Sanz J, Vera R, Fernández-Irigoyen J, Castaño JP, Viúdez A. Deciphering CHFR Role in Pancreatic Ductal Adenocarcinoma. Front Med (Lausanne) 2021; 8:720128. [PMID: 34869418 PMCID: PMC8639583 DOI: 10.3389/fmed.2021.720128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Accepted: 10/04/2021] [Indexed: 12/09/2022] Open
Abstract
Checkpoint with forkhead-associated and ring finger domains (CHFR) has been proposed as a predictive and prognosis biomarker for different tumor types, but its role in pancreatic ductal adenocarcinoma (PDAC) remains unknown. The aim of this study was two-pronged: to review the role of CHFR in PDAC and evaluating CHFR as a potential predictive biomarker in this disease. For this purpose, we first explored the CHFR messenger (m)RNA expression and promoter methylation through the TCGA database. Secondly, the CHFR expression and promoter methylation were prospectively evaluated in a cohort of patients diagnosed with borderline (n = 19) or resectable (n = 16) PDAC by immunohistochemistry (IHC), methylation specific-PCR (MSP), and pyrosequencing. The results from the TCGA database showed significant differences in terms of progression-free survival (PFS) and overall survival (OS) based on the CHFR mRNA expression, which was likely independent from the promoter methylation. Importantly, our results showed that in primarily resected patients and also the entire cohort, a higher CHFR expression as indicated by the higher IHC staining intensity might identify patients with longer disease-free survival (DFS) and OS, respectively. Similarly, in the same cohorts, patients with lower methylation levels by pyrosequencing showed significantly longer OS than patients without this pattern. Both, the CHFR expression intensity and its promoter methylation were established as independent prognostic factors for PFS and OS in the entire cohort. In contrast, no significant differences were found between different methylation patterns for CHFR and the response to taxane-based neoadjuvant treatment. These results suggest the potential role of the higher expression of CHFR and the methylation pattern of its promoter as potential prognostic biomarkers in PDAC, thus warranting further comprehensive studies to extend and confirm our preliminary findings.
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Affiliation(s)
- Iranzu González-Borja
- OncobionaTras Lab, Navarrabiomed, Complejo Hospitalario de Navarra, Universidad Pública de Navarra, Instituto de Investigación Sanitaria de Navarra, Pamplona, Spain
| | - Emilia Alors-Pérez
- Hormones and Cancer Group, Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Córdoba, Spain.,Department of Cell Biology, Physiology, and Immunology, University of Córdoba, Córdoba, Spain.,Reina Sofia University Hospital, Córdoba, Spain.,Centro de Investigación Biomédica en Red (CIBER) Fisiopatología de la Obesidad y Nutrición, Córdoba, Spain
| | - Irene Amat
- Pathology Department, Complejo Hospitalario de Navarra, Pamplona, Spain
| | - Laura Alonso
- Pathology Department, Complejo Hospitalario de Navarra, Pamplona, Spain
| | - Cristina Viyuela-García
- Hormones and Cancer Group, Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Córdoba, Spain.,Reina Sofia University Hospital, Córdoba, Spain.,Surgery Service, Reina Sofia University Hospital, Córdoba, Spain
| | - Saioa Goñi
- OncobionaTras Lab, Navarrabiomed, Complejo Hospitalario de Navarra, Universidad Pública de Navarra, Instituto de Investigación Sanitaria de Navarra, Pamplona, Spain
| | - José C Reyes
- Centro Andaluz de Biología Molecular y Medicina Regenerativa, Consejo Superior de Investigaciones Científicas-Universidad de Sevilla-Universidad Pablo de Olavide, Seville, Spain
| | - María Ceballos-Chávez
- Centro Andaluz de Biología Molecular y Medicina Regenerativa, Consejo Superior de Investigaciones Científicas-Universidad de Sevilla-Universidad Pablo de Olavide, Seville, Spain
| | | | - Marina E Sánchez-Frías
- Hormones and Cancer Group, Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Córdoba, Spain.,Reina Sofia University Hospital, Córdoba, Spain.,Pathology Service, Reina Sofia University Hospital, Córdoba, Spain
| | - Enrique Santamaría
- Proteomics Platform, Clinical Neuroproteomics Unit, Navarrabiomed, Complejo Hospitalario de Navarra, Universidad Pública de Navarra, Instituto de Investigación Sanitaria de Navarra, Pamplona, Spain
| | - Socorro Razquin
- Pathology Department, Complejo Hospitalario de Navarra, Pamplona, Spain
| | - Álvaro Arjona-Sánchez
- Hormones and Cancer Group, Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Córdoba, Spain.,Reina Sofia University Hospital, Córdoba, Spain.,Surgery Service, Reina Sofia University Hospital, Córdoba, Spain
| | - Virginia Arrazubi
- Medical Oncology Department, Complejo Hospitalario de Navarra, Pamplona, Spain
| | - Jairo Pérez-Sanz
- OncobionaTras Lab, Navarrabiomed, Complejo Hospitalario de Navarra, Universidad Pública de Navarra, Instituto de Investigación Sanitaria de Navarra, Pamplona, Spain
| | - Ruth Vera
- Medical Oncology Department, Complejo Hospitalario de Navarra, Pamplona, Spain
| | - Joaquín Fernández-Irigoyen
- Proteomics Platform, Clinical Neuroproteomics Unit, Navarrabiomed, Complejo Hospitalario de Navarra, Universidad Pública de Navarra, Instituto de Investigación Sanitaria de Navarra, Pamplona, Spain
| | - Justo P Castaño
- Hormones and Cancer Group, Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Córdoba, Spain.,Department of Cell Biology, Physiology, and Immunology, University of Córdoba, Córdoba, Spain.,Reina Sofia University Hospital, Córdoba, Spain.,Centro de Investigación Biomédica en Red (CIBER) Fisiopatología de la Obesidad y Nutrición, Córdoba, Spain
| | - Antonio Viúdez
- OncobionaTras Lab, Navarrabiomed, Complejo Hospitalario de Navarra, Universidad Pública de Navarra, Instituto de Investigación Sanitaria de Navarra, Pamplona, Spain.,Medical Oncology Department, Complejo Hospitalario de Navarra, Pamplona, Spain.,Medical Affairs Services, ICON plc, North Wales, PA, United States
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Chen X, Lin J, Chen Q, Liao X, Wang T, Li S, Mao L, Li Z. Identification of a Novel Epigenetic Signature CHFR as a Potential Prognostic Gene Involved in Metastatic Clear Cell Renal Cell Carcinoma. Front Genet 2021; 12:720979. [PMID: 34539751 PMCID: PMC8440929 DOI: 10.3389/fgene.2021.720979] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Accepted: 08/02/2021] [Indexed: 01/21/2023] Open
Abstract
Metastasis is the main cause of clear cell renal cell carcinoma (ccRCC) treatment failure, and the key genes involved in ccRCC metastasis remain largely unknown. We analyzed the ccRCC datasets in The Cancer Genome Atlas database, comparing primary and metastatic ccRCC tumor records in search of tumor metastasis-associated genes, and then carried out overall survival, Cox regression, and receiver operating characteristic (ROC) analyses to obtain potential prognostic markers. Comprehensive bioinformatics analysis was performed to verify that the checkpoint with forkhead associated and ring finger domains (CHFR) gene is a reliable candidate oncogene, which is overexpressed in ccRCC metastatic tumor tissue, and that high expression levels of CHFR indicate a poor prognosis. A detailed analysis of the methylation of CHFR in ccRCC tumors showed that three sites within 200 bp of the transcription initiation site were significantly associated with prognosis and that hypomethylation was associated with increased CHFR gene expression levels. Knockdown of CHFR in ccRCC cells inhibited cell proliferation, colony formation, and migration ability. In summary, our findings suggest that the epigenetic signature on CHFR gene is a novel prognostic feature; furthermore, our findings offer theoretical support for the study of metastasis-related genes in ccRCC and provided new insights for the clinical treatment of the disease.
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Affiliation(s)
- Xiangling Chen
- Guangdong Provincial Key Laboratory of Systems Biology and Synthetic Biology for Urogenital Tumors, Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital (Shenzhen Institute of Translational Medicine), Shenzhen, China.,Shenzhen Key Laboratory of Genitourinary Tumor, Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital (Shenzhen Institute of Translational Medicine), Shenzhen, China.,Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Jiatian Lin
- Department of Minimally Invasive Intervention, Peking University Shenzhen Hospital, Shenzhen, China
| | | | - Ximian Liao
- Guangdong Provincial Key Laboratory of Systems Biology and Synthetic Biology for Urogenital Tumors, Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital (Shenzhen Institute of Translational Medicine), Shenzhen, China.,Shenzhen Key Laboratory of Genitourinary Tumor, Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital (Shenzhen Institute of Translational Medicine), Shenzhen, China
| | - Tongyu Wang
- Guangdong Provincial Key Laboratory of Systems Biology and Synthetic Biology for Urogenital Tumors, Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital (Shenzhen Institute of Translational Medicine), Shenzhen, China.,Shenzhen Key Laboratory of Genitourinary Tumor, Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital (Shenzhen Institute of Translational Medicine), Shenzhen, China
| | - Shi Li
- Guangdong Provincial Key Laboratory of Systems Biology and Synthetic Biology for Urogenital Tumors, Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital (Shenzhen Institute of Translational Medicine), Shenzhen, China.,Shenzhen Key Laboratory of Genitourinary Tumor, Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital (Shenzhen Institute of Translational Medicine), Shenzhen, China
| | - Longyi Mao
- Guangdong Provincial Key Laboratory of Systems Biology and Synthetic Biology for Urogenital Tumors, Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital (Shenzhen Institute of Translational Medicine), Shenzhen, China.,Shenzhen Key Laboratory of Genitourinary Tumor, Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital (Shenzhen Institute of Translational Medicine), Shenzhen, China
| | - Zesong Li
- Guangdong Provincial Key Laboratory of Systems Biology and Synthetic Biology for Urogenital Tumors, Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital (Shenzhen Institute of Translational Medicine), Shenzhen, China.,Shenzhen Key Laboratory of Genitourinary Tumor, Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital (Shenzhen Institute of Translational Medicine), Shenzhen, China
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