1
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Mohan DR, Borges KS, Finco I, LaPensee CR, Rege J, Solon AL, Little DW, Else T, Almeida MQ, Dang D, Haggerty-Skeans J, Apfelbaum AA, Vinco M, Wakamatsu A, Mariani BMP, Amorim LC, Latronico AC, Mendonca BB, Zerbini MCN, Lawlor ER, Ohi R, Auchus RJ, Rainey WE, Marie SKN, Giordano TJ, Venneti S, Fragoso MCBV, Breault DT, Lerario AM, Hammer GD. β-Catenin-Driven Differentiation Is a Tissue-Specific Epigenetic Vulnerability in Adrenal Cancer. Cancer Res 2023; 83:2123-2141. [PMID: 37129912 PMCID: PMC10330305 DOI: 10.1158/0008-5472.can-22-2712] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 03/19/2023] [Accepted: 04/28/2023] [Indexed: 05/03/2023]
Abstract
Adrenocortical carcinoma (ACC) is a rare cancer in which tissue-specific differentiation is paradoxically associated with dismal outcomes. The differentiated ACC subtype CIMP-high is prevalent, incurable, and routinely fatal. CIMP-high ACC possess abnormal DNA methylation and frequent β-catenin-activating mutations. Here, we demonstrated that ACC differentiation is maintained by a balance between nuclear, tissue-specific β-catenin-containing complexes, and the epigenome. On chromatin, β-catenin bound master adrenal transcription factor SF1 and hijacked the adrenocortical super-enhancer landscape to maintain differentiation in CIMP-high ACC; off chromatin, β-catenin bound histone methyltransferase EZH2. SF1/β-catenin and EZH2/β-catenin complexes present in normal adrenals persisted through all phases of ACC evolution. Pharmacologic EZH2 inhibition in CIMP-high ACC expelled SF1/β-catenin from chromatin and favored EZH2/β-catenin assembly, erasing differentiation and restraining cancer growth in vitro and in vivo. These studies illustrate how tissue-specific programs shape oncogene selection, surreptitiously encoding targetable therapeutic vulnerabilities. SIGNIFICANCE Oncogenic β-catenin can use tissue-specific partners to regulate cellular differentiation programs that can be reversed by epigenetic therapies, identifying epigenetic control of differentiation as a viable target for β-catenin-driven cancers.
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Affiliation(s)
- Dipika R. Mohan
- Medical Scientist Training Program, University of Michigan, Ann Arbor, MI, USA
- Doctoral Program in Cancer Biology, University of Michigan, Ann Arbor, MI, USA
| | - Kleiton S. Borges
- Division of Endocrinology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Isabella Finco
- Department of Internal Medicine, Division of Metabolism, Endocrinology, and Diabetes, University of Michigan, Ann Arbor, MI, USA
| | - Christopher R. LaPensee
- Department of Internal Medicine, Division of Metabolism, Endocrinology, and Diabetes, University of Michigan, Ann Arbor, MI, USA
| | - Juilee Rege
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - April L. Solon
- Department of Cell & Developmental Biology, University of Michigan, Ann Arbor, MI, USA
| | - Donald W. Little
- Department of Internal Medicine, Division of Metabolism, Endocrinology, and Diabetes, University of Michigan, Ann Arbor, MI, USA
| | - Tobias Else
- Department of Internal Medicine, Division of Metabolism, Endocrinology, and Diabetes, University of Michigan, Ann Arbor, MI, USA
| | - Madson Q. Almeida
- Unidade de Suprarrenal, Laboratório de Hormônios e Genética Molecular/LIM42, Hospital das Clínicas, Departamento de Clínica Médica, Disciplina de Endocrinologia, Faculdade de Medicina da Universidade de São Paulo, SP, Brazil
- Instituto do Câncer do Estado de São Paulo (ICESP), Faculdade de Medicina da Universidade de São Paulo, SP, Brazil
| | - Derek Dang
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
- Laboratory of Brain Tumor Metabolism and Epigenetics, University of Michigan, Ann Arbor, MI, USA
| | - James Haggerty-Skeans
- Medical Scientist Training Program, University of Michigan, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
- Laboratory of Brain Tumor Metabolism and Epigenetics, University of Michigan, Ann Arbor, MI, USA
| | - April A. Apfelbaum
- Doctoral Program in Cancer Biology, University of Michigan, Ann Arbor, MI, USA
- Seattle Children’s Research Institute, University of Washington, Seattle, WA, USA
| | - Michelle Vinco
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Alda Wakamatsu
- Departamento de Patologia, Faculdade de Medicina da Universidade de São Paulo, SP, Brazil
| | - Beatriz M. P. Mariani
- Unidade de Suprarrenal, Laboratório de Hormônios e Genética Molecular/LIM42, Hospital das Clínicas, Departamento de Clínica Médica, Disciplina de Endocrinologia, Faculdade de Medicina da Universidade de São Paulo, SP, Brazil
| | - Larissa Costa Amorim
- Unidade de Suprarrenal, Laboratório de Hormônios e Genética Molecular/LIM42, Hospital das Clínicas, Departamento de Clínica Médica, Disciplina de Endocrinologia, Faculdade de Medicina da Universidade de São Paulo, SP, Brazil
- Instituto do Câncer do Estado de São Paulo (ICESP), Faculdade de Medicina da Universidade de São Paulo, SP, Brazil
| | - Ana Claudia Latronico
- Unidade de Suprarrenal, Laboratório de Hormônios e Genética Molecular/LIM42, Hospital das Clínicas, Departamento de Clínica Médica, Disciplina de Endocrinologia, Faculdade de Medicina da Universidade de São Paulo, SP, Brazil
| | - Berenice B. Mendonca
- Unidade de Suprarrenal, Laboratório de Hormônios e Genética Molecular/LIM42, Hospital das Clínicas, Departamento de Clínica Médica, Disciplina de Endocrinologia, Faculdade de Medicina da Universidade de São Paulo, SP, Brazil
| | | | - Elizabeth R. Lawlor
- Seattle Children’s Research Institute, University of Washington, Seattle, WA, USA
- Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - Ryoma Ohi
- Department of Cell & Developmental Biology, University of Michigan, Ann Arbor, MI, USA
| | - Richard J. Auchus
- Department of Internal Medicine, Division of Metabolism, Endocrinology, and Diabetes, University of Michigan, Ann Arbor, MI, USA
- Lieutenant Colonel Charles S. Kettles Veterans Affairs Medical Center, Ann Arbor, MI, USA
- Department of Pharmacology, University of Michigan, Ann Arbor, MI, USA
| | - William E. Rainey
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Suely K. N. Marie
- Laboratório de Biologia Molecular e Celular/LIM15, Departamento de Neurologia, Faculdade de Medicina da Universidade de São Paulo, SP, Brazil
| | - Thomas J. Giordano
- Department of Internal Medicine, Division of Metabolism, Endocrinology, and Diabetes, University of Michigan, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
- Rogel Cancer Center Endocrine Oncology Program, University of Michigan, Ann Arbor, MI, USA
| | - Sriram Venneti
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
- Laboratory of Brain Tumor Metabolism and Epigenetics, University of Michigan, Ann Arbor, MI, USA
- Department of Pediatrics and Communicable Diseases, University of Michigan, Ann Arbor, MI, USA
| | - Maria Candida Barisson Villares Fragoso
- Unidade de Suprarrenal, Laboratório de Hormônios e Genética Molecular/LIM42, Hospital das Clínicas, Departamento de Clínica Médica, Disciplina de Endocrinologia, Faculdade de Medicina da Universidade de São Paulo, SP, Brazil
- Instituto do Câncer do Estado de São Paulo (ICESP), Faculdade de Medicina da Universidade de São Paulo, SP, Brazil
| | - David T. Breault
- Division of Endocrinology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Harvard Stem Cell Institute, Harvard Medical School, Boston, MA, USA
| | - Antonio Marcondes Lerario
- Department of Internal Medicine, Division of Metabolism, Endocrinology, and Diabetes, University of Michigan, Ann Arbor, MI, USA
- Co-senior authors
| | - Gary D. Hammer
- Department of Internal Medicine, Division of Metabolism, Endocrinology, and Diabetes, University of Michigan, Ann Arbor, MI, USA
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
- Department of Cell & Developmental Biology, University of Michigan, Ann Arbor, MI, USA
- Rogel Cancer Center Endocrine Oncology Program, University of Michigan, Ann Arbor, MI, USA
- Co-senior authors
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Hescot S, Faron M, Kordahi M, Do Cao C, Naman A, Lamartina L, Hadoux J, Leboulleux S, Pattou F, Aubert S, Scoazec JY, Al Ghuzlan A, Baudin E. Screening for Prognostic Biomarkers in Metastatic Adrenocortical Carcinoma by Tissue Micro Arrays Analysis Identifies P53 as an Independent Prognostic Marker of Overall Survival. Cancers (Basel) 2022; 14:cancers14092225. [PMID: 35565353 PMCID: PMC9099575 DOI: 10.3390/cancers14092225] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 04/13/2022] [Accepted: 04/20/2022] [Indexed: 02/05/2023] Open
Abstract
Advanced adrenocortical carcinoma (ACC) has poor but heterogeneous prognosis. Apart from Ki67 index, no prognostic or predictive biomarker has been validated in advanced ACC, so far. We aimed at analyzing expression of a large panel of proteins involved in known altered pathways in ACC (cell cycle, Wnt/ß-catenin, methylation) to identify and prioritize potential prognostic or predictive parameters metastatic ACC population. We conducted a retrospective multicentric study. Overall survival (OS) and partial response according to RECIST 1.1 were primary endpoints. TMA was set up and 16 markers were analyzed. Modified ENSAT and GRAS parameters were characterized for prognostic adjustment. Results: We included 66 patients with a mean age at metastatic diagnosis of 48.7 ± 15.5 years. Median survival was 27.8 months. After adjustment to mENSAT-GRAS parameters, p53 and PDxK were prognostic of OS. No potential biomarker has been identified as predictive factor of response. We identified for the first time P53 as an independent prognostic marker of metastatic adrenocortical carcinoma after mENSAT-GRAS parameter adjustment. Prognostic impact of Wnt/ß-catenin alterations was not confirmed in this cohort of metastatic ACC.
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Affiliation(s)
- Segolene Hescot
- Department of Nuclear Medicine, Institut Curie, 92210 Saint Cloud, France;
| | - Matthieu Faron
- Department of Surgery, Gustave Roussy, 94805 Villejuif, France;
| | - Manal Kordahi
- Department of Pathology, Gustave Roussy, 94805 Villejuif, France; (M.K.); (J.-Y.S.)
| | - Christine Do Cao
- Department of Endocrinology, Centre Hospitalier Universitaire Lille, 59000 Lille, France;
| | - Annabelle Naman
- Department of Endocrine Oncology, Gustave Roussy, 94805 Villejuif, France; (A.N.); (L.L.); (J.H.); (S.L.); (E.B.)
| | - Livia Lamartina
- Department of Endocrine Oncology, Gustave Roussy, 94805 Villejuif, France; (A.N.); (L.L.); (J.H.); (S.L.); (E.B.)
| | - Julien Hadoux
- Department of Endocrine Oncology, Gustave Roussy, 94805 Villejuif, France; (A.N.); (L.L.); (J.H.); (S.L.); (E.B.)
| | - Sophie Leboulleux
- Department of Endocrine Oncology, Gustave Roussy, 94805 Villejuif, France; (A.N.); (L.L.); (J.H.); (S.L.); (E.B.)
| | - Francois Pattou
- Department of General and Endocrine Surgery, Centre Hospitalier Universitaire Lille, Université de Lille, 59000 Lille, France;
| | - Sébastien Aubert
- Institut of Pathology, Centre Hospitalier Universitaire Lille, 59000 Lille, France;
| | - Jean-Yves Scoazec
- Department of Pathology, Gustave Roussy, 94805 Villejuif, France; (M.K.); (J.-Y.S.)
| | - Abir Al Ghuzlan
- Department of Pathology, Gustave Roussy, 94805 Villejuif, France; (M.K.); (J.-Y.S.)
- Correspondence: ; Tel.: +33-142-114-211
| | - Eric Baudin
- Department of Endocrine Oncology, Gustave Roussy, 94805 Villejuif, France; (A.N.); (L.L.); (J.H.); (S.L.); (E.B.)
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3
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Prognostic Significance of Glucocorticoid Receptor Expression in Cancer: A Systematic Review and Meta-Analysis. Cancers (Basel) 2021; 13:cancers13071649. [PMID: 33916028 PMCID: PMC8037088 DOI: 10.3390/cancers13071649] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 03/17/2021] [Accepted: 03/24/2021] [Indexed: 01/30/2023] Open
Abstract
Simple Summary In solid tumours, emerging evidence indicates that signalling through the glucocorticoid receptor (GR) can encourage the growth and spread of tumours and so drugs targeting this receptor are in development for use in cancer treatment. For these reasons, GR may be useful in anticipating a patient’s outcome upon their cancer diagnosis or to predict their tumours response to drugs targeting this receptor. In this review we aim to ascertain whether GR expression in tumours affects cancer patient survival. Overall, GR expression did not affect patient survival when assessing all cancer types. However, we found that in certain cancer subtypes such as gynaecological cancers (endometrial and ovarian) and early stage, untreated triple negative breast cancers, high GR expression is linked with cancer progression and therefore a poorer patient prognosis. Further studies are needed to uncover the exact role of GR in specific tumour (sub)types in order to provide the correct patients with GR targeting therapies. Abstract In solid malignancies, the glucocorticoid receptor (GR) signalling axis is associated with tumour progression and GR antagonists are in clinical development. Therefore, GR expression may be a useful potential prognostic or predictive biomarker for GR antagonist therapy in cancer. The aim of this review is to investigate if GR expression in tumours is predictive of overall survival or progression free survival. Twenty-five studies were identified through systematic searches of three databases and a meta-analysis conducted using a random effects model, quantifying statistical heterogeneity. Subgroup analysis was conducted for cancer types and publication bias was assessed via funnel plots. There was high heterogeneity in meta-analysis of the studies in all cancer types, which found no association between high GR expression with overall survival (pooled unadjusted HR 1.16, 95% CI (0.89–1.50), n = 2814; pooled adjusted HR 1.02, 95% CI (0.77–1.37), n = 2355) or progression-free survival (pooled unadjusted HR 1.12, 95% CI (0.88–1.42), n = 3365; pooled adjusted HR 1.04, 95% CI (0.6–1.81), n = 582) across all cancer types. However, subgroup meta-analyses showed that high GR expression in gynaecological cancers (endometrial and ovarian) (unadjusted HR 1.83, 95% CI (1.31–2.56), n = 664) and early stage, untreated triple negative breast cancers (TNBCs) (unadjusted HR 1.73, 95% CI (1.35–2.23), n = 687) is associated with disease progression. GR expression in late stage, chemotherapy treated TNBC was not prognostic (unadjusted HR 0.76, 95% CI (0.44, 1.32), n = 287). In conclusion, high GR expression is associated with an increased risk of disease progression in gynaecological and early stage, untreated TNBC. Additional studies are required to elucidate the tumour specific function of the GR receptor in order to ensure GR antagonists target the correct patient groups.
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Liao X, Yu T, Yang C, Huang K, Wang X, Han C, Huang R, Liu X, Yu L, Zhu G, Su H, Qin W, Deng J, Zeng X, Han B, Han Q, Liu Z, Zhou X, Liu J, Gong Y, Liu Z, Huang J, Lu L, Ye X, Peng T. Comprehensive investigation of key biomarkers and pathways in hepatitis B virus-related hepatocellular carcinoma. J Cancer 2019; 10:5689-5704. [PMID: 31737106 PMCID: PMC6843875 DOI: 10.7150/jca.31287] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Accepted: 06/30/2019] [Indexed: 02/06/2023] Open
Abstract
Objective: Our study is aim to explore potential key biomarkers and pathways in hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC) using genome-wide expression profile dataset and methods. Methods: Dataset from the GSE14520 is used as the training cohort and The Cancer Genome Atlas dataset as the validation cohort. Differentially expressed genes (DEGs) screening were performed by the limma package. Gene set enrichment analysis (GSEA), weighted gene co-expression network analysis (WGCNA), gene ontology, the Kyoto Encyclopedia of Genes and Genomes, and risk score model were used for pathway and genes identification. Results: GSEA revealed that several pathways and biological processes are associated with hepatocarcinogenesis, such as the cell cycle, DNA repair, and p53 pathway. A total of 160 DEGs were identified. The enriched functions and pathways of the DEGs included toxic substance decomposition and metabolism processes, and the P450 and p53 pathways. Eleven of the DEGs were identified as hub DEGs in the WGCNA. In survival analysis of hub DEGs, high expression of PRC1 and TOP2A were significantly associated with poor clinical outcome of HBV-related HCC, and shown a good performance in HBV-related HCC diagnosis. The prognostic signature consisting of PRC1 and TOP2A also doing well in the prediction of HBV-related HCC prognosis. The diagnostic and prognostic values of PRC1 and TOP2A was confirmed in TCGA HCC patients. Conclusions: Key biomarkers and pathways identified in the present study may enhance the comprehend of the molecular mechanisms underlying hepatocarcinogenesis. Additionally, mRNA expression of PRC1 and TOP2A may serve as potential diagnostic and prognostic biomarkers for HBV-related HCC.
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Affiliation(s)
- Xiwen Liao
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Tingdong Yu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Chengkun Yang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Ketuan Huang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Xiangkun Wang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Chuangye Han
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Rui Huang
- Department of Hematology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Xiaoguang Liu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China.,Department of Hepatobiliary Surgery, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, Guangdong Province, China
| | - Long Yu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China.,Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, Henan Province, China
| | - Guangzhi Zhu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Hao Su
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Wei Qin
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Jianlong Deng
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China.,Department of Hepatobiliary Surgery, The Sixth Affiliated Hospital of Guangxi Medical University, Yulin, 537000, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Xianmin Zeng
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Bowen Han
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Quanfa Han
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Zhengqian Liu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Xin Zhou
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Junqi Liu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Yizhen Gong
- Department of Colorectal and Anal Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China.,Department of Evidence-based Medicine, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Zhengtao Liu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China.,Key Laboratory of Combined Multi-Organ Transplantation, Ministry of Public Health and Key Laboratory of Organ Transplantation of Zhejiang Province, Hangzhou, 310003, Zhejiang Province, People's Republic of China.,Science for Life Laboratory, KTH-Royal Institute of Technology, Stockholm, SE-171 21, Sweden
| | - Jianlv Huang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China.,Department of Hepatobiliary Surgery, The Third Affiliated Hospital of Guangxi Medical University, Nanning 530031, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Lei Lu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China.,Department of General Surgery, Beijing Haidian Hospital, Beijing Haidian Section of Peking University Third Hospital, Beijing, 100080, People's Republic of China
| | - Xinping Ye
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Tao Peng
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
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5
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Xing Z, Luo Z, Yang H, Huang Z, Liang X. Screening and identification of key biomarkers in adrenocortical carcinoma based on bioinformatics analysis. Oncol Lett 2019; 18:4667-4676. [PMID: 31611976 PMCID: PMC6781718 DOI: 10.3892/ol.2019.10817] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Accepted: 08/08/2019] [Indexed: 12/11/2022] Open
Abstract
Adrenocortical carcinoma (ACC) is a rare malignancy with a poor prognosis. The presently available understanding of the pathogenesis of ACC is incomplete and the treatment options for patients with ACC are limited. Gene marker identification is required for accurate and timely diagnosis of the disease. In order to identify novel candidate genes associated with the occurrence and progression of ACC, the microarray datasets, GSE12368 and GSE19750, were obtained from Gene Expression Omnibus. Differentially expressed genes (DEGs) were identified, and functional enrichment analysis was performed. A protein-protein interaction network (PPI) was constructed to identify significantly altered modules, and module analysis was performed using Search Tool for the Retrieval of Interacting Genes and Cytoscape. A total of 228 DEGs were screened, consisting of 29 up and 199 downregulated genes. The enriched functions and pathways of the DEGs primarily included 'cell division', 'regulation of transcription involved in G1/S transition of mitotic cell cycle', 'G1/S transition of mitotic cell cycle', 'p53 signaling pathway' and 'oocyte meiosis'. A total of 14 hub genes were identified, and biological process analysis revealed that these genes were significantly enriched in cell division and mitotic cell cycle. Furthermore, survival analysis revealed that AURKA, TYMS, GINS1, RACGAP1, RRM2, EZH2, ZWINT, CDK1, CCNB1, NCAPG and TPX2 may be involved in the tumorigenesis, progression or prognosis of ACC. In conclusion, the 14 hub genes identified in the present study may aid researchers in elucidating the molecular mechanisms associated with the tumorigenesis and progression of ACC, and may be powerful and promising candidate biomarkers for the diagnosis and treatment of ACC.
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Affiliation(s)
- Zengmiao Xing
- Department of Endocrinology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Zuojie Luo
- Department of Endocrinology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Haiyan Yang
- Department of Endocrinology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Zhenxing Huang
- Department of Endocrinology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Xinghuan Liang
- Department of Endocrinology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
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6
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Pittaway JFH, Guasti L. Pathobiology and genetics of adrenocortical carcinoma. J Mol Endocrinol 2019; 62:R105-R119. [PMID: 30072419 DOI: 10.1530/jme-18-0122] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Accepted: 08/02/2018] [Indexed: 12/28/2022]
Abstract
Adrenocortical carcinoma (ACC) is a rare malignancy with an incidence worldwide of 0.7-2.0 cases/million/year. Initial staging is the most important factor in determining prognosis. If diagnosed early, complete surgical resection +/- adjuvant treatment can lead to 5-year survival of up to 80%. However, often it is diagnosed late and in advanced disease, 5-year survival is <15% with a high recurrence rate even after radical surgery. The mainstay of adjuvant treatment is with the drug mitotane. Mitotane has a specific cytotoxic effect on steroidogenic cells of the adrenal cortex, but despite this, progression through treatment is common. Developments in genetic analysis in the form of next-generation sequencing, aided by bioinformatics, have enabled high-throughput molecular characterisation of these tumours. This, in addition to a better appreciation of the processes of physiological, homeostatic self-renewal of the adrenal cortex, has furthered our understanding of the pathogenesis of this malignancy. In this review, we have detailed the pathobiology and genetic alterations in adrenocortical carcinoma by integrating current understanding of homeostasis and self-renewal in the normal adrenal cortex with molecular profiling of tumours from recent genetic analyses. Improved understanding of the mechanisms involved in self-renewal and stem cell hierarchy in normal human adrenal cortices, together with the identification of cell populations likely to be co-opted by oncogenic mutations, will enable further progress in the definition of the molecular pathways involved in the pathogenesis of ACC. The combination of these advances eventually will lead to the development of novel, effective and personalised strategies to eradicate molecularly annotated ACCs.
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Affiliation(s)
- James F H Pittaway
- Centre for Endocrinology, William Harvey Research Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Leonardo Guasti
- Centre for Endocrinology, William Harvey Research Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
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Abstract
The role of immunohistochemistry (IHC) in endocrine pathology is similar to that in other organ systems in that it can aid in the subclassification of tumors within an organ, confirm site of primary in metastatic disease, provide prognostic information, identify underlying genetic alterations, and predict response to treatment. Although most endocrine tumors do not require IHC to render a diagnosis, there are certain scenarios in which IHC can be extremely helpful. For example, in thyroid, IHC can be used to support tumor dedifferentiation, in the adrenal it can aid in the diagnosis of low-grade adrenocortical carcinomas, and in paragangliomas it can help identify tumors arising as part of an inherited tumor syndrome. This review will focus on the applications of IHC in tumors of the thyroid, parathyroids, adrenals, and paraganglia in adults.
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8
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Mohan DR, Lerario AM, Hammer GD. Therapeutic Targets for Adrenocortical Carcinoma in the Genomics Era. J Endocr Soc 2018; 2:1259-1274. [PMID: 30402590 PMCID: PMC6215083 DOI: 10.1210/js.2018-00197] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2018] [Accepted: 08/10/2018] [Indexed: 01/08/2023] Open
Abstract
Adrenocortical carcinoma (ACC) is a rare and often fatal cancer, affecting ~1 person per million per year worldwide. Approximately 75% of patients with ACC eventually develop metastases and progress on the few available standard-of-care medical therapies, highlighting an incredible need for an improved understanding of the molecular biology of this disease. Although it has long been known that ACC is characterized by certain histological and genetic features (e.g., high mitotic activity, chromosomal instability, and overexpression of IGF2), only in the last two decades of genomics has the molecular landscape of ACC been more thoroughly characterized. In this review, we describe the findings of historical genetics and recent genomics studies on ACC and discuss how underlying concepts emerging from these studies contribute to the current model of critical pathways for adrenocortical carcinogenesis. Integrative synthesis across these studies reveals that ACC consists of three distinct molecular subtypes with divergent clinical outcomes and implicates differential regulation of Wnt signaling, cell cycle, DNA methylation, immune biology, and steroidogenesis in ACC biology. These cellular programs are pharmacologically targetable and may enable the development of therapeutic strategies to improve outcomes for patients facing this devastating disease.
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Affiliation(s)
- Dipika R Mohan
- Medical Scientist Training Program, University of Michigan, Ann Arbor, Michigan.,Doctoral Program in Cancer Biology, University of Michigan, Ann Arbor, Michigan
| | - Antonio Marcondes Lerario
- Department of Internal Medicine, Division of Metabolism, Endocrinology, and Diabetes, University of Michigan, Ann Arbor, Michigan
| | - Gary D Hammer
- Department of Internal Medicine, Division of Metabolism, Endocrinology, and Diabetes, University of Michigan, Ann Arbor, Michigan.,Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan.,Department of Cell & Developmental Biology, University of Michigan, Ann Arbor, Michigan.,University of Michigan Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
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9
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Pereira SS, Monteiro MP, Bourdeau I, Lacroix A, Pignatelli D. MECHANISMS OF ENDOCRINOLOGY: Cell cycle regulation in adrenocortical carcinoma. Eur J Endocrinol 2018; 179:R95-R110. [PMID: 29773584 DOI: 10.1530/eje-17-0976] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Accepted: 05/15/2018] [Indexed: 12/27/2022]
Abstract
Adrenocortical carcinomas (ACCs) are rather rare endocrine tumors that often have a poor prognosis. The reduced survival rate associated with these tumors is due to their aggressive biological behavior, combined with the scarcity of effective treatment options that are currently available. The recent identification of the genomic alterations present in ACC have provided further molecular mechanisms to develop consistent strategies for the diagnosis, prevention of progression and treatment of advanced ACCs. Taken together, molecular and genomic advances could be leading the way to develop personalized medicine in ACCs similarly to similar developments in lung or breast cancers. In this review, we focused our attention to systematically compile and summarize the alterations in the cell cycle regulation that were described so far in ACC as they are known to play a crucial role in cell differentiation and growth. We have divided the analysis according to the major transition phases of the cell cycle, G1 to S and G2 to M. We have analyzed the most extensively studied checkpoints: the p53/Rb1 pathway, CDC2/cyclin B and topoisomerases (TOPs). We reached the conclusion that the most important alterations having a potential application in clinical practice are the ones related to p53/Rb1 and TOP 2. We also present a brief description of on-going clinical trials based on molecular alterations in ACC. The drugs have targeted the insulin-like growth factor receptor 1, TOP 2, polo-like kinase1, cyclin-dependent kinase inhibitors, p53 reactivation and CDC25.
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Affiliation(s)
- Sofia S Pereira
- Instituto de Investigação e Inovação em Saúde (I3S), Universidade do Porto, Porto, Portugal
- Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal
- Clinical and Experimental Endocrinology, Department of Anatomy, Multidisciplinary Unit for Biomedical Research (UMIB), Instituto de Ciências Biomédicas Abel Salazar, University of Porto (ICBAS/UP), Porto, Portugal
| | - Mariana P Monteiro
- Clinical and Experimental Endocrinology, Department of Anatomy, Multidisciplinary Unit for Biomedical Research (UMIB), Instituto de Ciências Biomédicas Abel Salazar, University of Porto (ICBAS/UP), Porto, Portugal
| | - Isabelle Bourdeau
- Endocrinology Division, Department of Medicine, Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Canada
| | - André Lacroix
- Endocrinology Division, Department of Medicine, Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Canada
| | - Duarte Pignatelli
- Instituto de Investigação e Inovação em Saúde (I3S), Universidade do Porto, Porto, Portugal
- Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal
- Department of Endocrinology, Hospital S. João, Porto, Portugal
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10
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Ren L, Liu J, Gou K, Xing C. Copy number variation and high expression of DNA topoisomerase II alpha predict worse prognosis of cancer: a meta-analysis. J Cancer 2018; 9:2082-2092. [PMID: 29937926 PMCID: PMC6010676 DOI: 10.7150/jca.23681] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Accepted: 03/26/2018] [Indexed: 12/20/2022] Open
Abstract
Background: Increasing numbers of literatures have investigated the association between TOP2A and cancer prognosis. But the results of the relationship between the two were inconclusive. The aim of this meta-analysis was to elucidate whether TOP2A could predict prognosis of cancer. Materials and Methods: A systematically searching for potentially valuable literature was conducted through electronic databases containing PubMed and Web of Science. Hazard Ratio (HR) and their 95% confidence interval (CI) were used to assess the strength of association between TOP2A and cancer prognosis. Results: Finally twenty-five studies were included in this meta-analysis. High expression of TOP2A was associated with shorter disease free survival (DFS) of cancer prognosis compared with low expression of TOP2A (HR= 1.36, 95% CI= 1.18-1.57, P<0.001). Amplification of TOP2A gene showed no significant association with overall survival (OS), disease free survival (DFS) or relapse free survival (RFS) compared with non-amplification of TOP2A (OS: HR= 0.96, 95%CI= 0.75-1.22, P= 0.735; DFS: HR= 0.93, 95%CI= 0.70-1.23, P= 0.621; RFS: HR= 0.97, 95%CI= 0.71-1.34, P= 0.867). In the subgroup of regions, TOP2A amplification was associated with longer overall survival (HR= 0.66, 95%CI= 0.46-0.96, P= 0.029) in Australia. Alteration (amplification or deletion) of TOP2A gene demonstrated shorter survival according to OS and RFS compared with those with normal TOP2A status (OS: HR= 1.37, 95%CI= 1.22-1.55, P<0.001; RFS: HR= 1.26, 95%CI= 1.12-1.41, P<0.001). Conclusion: High TOP2A expression suggested significant relationship with worse cancer prognosis. Alteration (amplification or deletion) of TOP2A gene was also significantly related to shorter survival of cancer patients. Therefore, TOP2A might be used as an indicator for poor prognosis of cancer in the future.
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Affiliation(s)
| | | | | | - Chengzhong Xing
- Department of anorectal surgery, the First Affiliated Hospital of China Medical University
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11
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Jouinot A, Bertherat J. MANAGEMENT OF ENDOCRINE DISEASE: Adrenocortical carcinoma: differentiating the good from the poor prognosis tumors. Eur J Endocrinol 2018; 178:R215-R230. [PMID: 29475877 DOI: 10.1530/eje-18-0027] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Accepted: 02/23/2018] [Indexed: 12/16/2022]
Abstract
Adrenocortical carcinoma (ACC) is a rare malignancy with a poor prognosis, the five-years overall survival being below 40%. However, there is great variability of outcomes and we have now a better view of the heterogeneity of tumor aggressiveness. The extent of the disease at the time of diagnosis, best assayed by the European Network for the Study of Adrenal Tumors (ENSAT) Staging Score, is a major determinant of survival. The tumor grade, including the mitotic count and the Ki67 proliferation index, also appears as a strong prognostic factor. The assessment of tumor grade, even by expert pathologists, still suffers from inter-observer reproducibility. The emergence of genomics in the last decade has revolutionized the knowledge of molecular biology and genetics of cancers. In ACC, genomic approaches - including pan-genomic studies of gene expression (transcriptome), recurrent mutations (exome or whole-genome sequencing), chromosome alterations, DNA methylation (methylome), miRNA expression (miRnome) - converge in a new classification of ACC, characterized by distinct molecular profiles and very different outcomes. Targeted measurements of a few discriminant molecular alterations have been developed in the perspective of clinical routine, and thus, may help defining therapeutic strategy. By individualizing patients' prognosis and tumor biology, these recent progresses appear as an important step forward towards precision medicine.
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Affiliation(s)
- Anne Jouinot
- Institut CochinINSERM U1016, CNRS UMR8104, Paris Descartes University, Paris, France
- Medical Oncology Reference Center for Rare Adrenal DiseasesDepartment of Endocrinology, Assistance Publique Hôpitaux de Paris, Hôpital Cochin, Paris, France
| | - Jérôme Bertherat
- Institut CochinINSERM U1016, CNRS UMR8104, Paris Descartes University, Paris, France
- Reference Center for Rare Adrenal DiseasesDepartment of Endocrinology, Assistance Publique Hôpitaux de Paris, Hôpital Cochin, Paris, France
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12
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Hadjadj D, Kim SJ, Denecker T, Driss LB, Cadoret JC, Maric C, Baldacci G, Fauchereau F. A hypothesis-driven approach identifies CDK4 and CDK6 inhibitors as candidate drugs for treatments of adrenocortical carcinomas. Aging (Albany NY) 2017; 9:2695-2716. [PMID: 29283884 PMCID: PMC5764399 DOI: 10.18632/aging.101356] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Accepted: 12/17/2017] [Indexed: 12/17/2022]
Abstract
High proliferation rate and high mutation density are both indicators of poor prognosis in adrenocortical carcinomas. We performed a hypothesis-driven association study between clinical features in adrenocortical carcinomas and the expression levels of 136 genes involved in DNA metabolism and G1/S phase transition. In 79 samples downloaded from The Cancer Genome Atlas portal, high Cyclin Dependent Kinase 6 (CDK6) mRNA levels gave the most significant association with shorter time to relapse and poorer survival of patients. A hierarchical clustering approach assembled most tumors with high levels of CDK6 mRNA into one group. These tumors tend to cumulate mutations activating the Wnt/β-catenin pathway and show reduced MIR506 expression. Actually, the level of MIR506 RNA is inversely correlated with the levels of both CDK6 and CTNNB1 (encoding β-catenin). Together these results indicate that high CDK6 expression is found in aggressive tumors with activated Wnt/β-catenin pathway. Thus we tested the impact of Food and Drug Administration-approved CDK4 and CDK6 inhibitors, namely palbociclib and ribociclib, on SW-13 and NCI-H295R cells. While both drugs reduced viability and induced senescence in SW-13 cells, only palbociclib was effective on the retinoblastoma protein (pRB)-negative NCI-H295R cells, by inducing apoptosis. In NCI-H295R cells, palbociclib induced an increase of the active form of Glycogen Synthase Kinase 3β (GSK3β) responsible for the reduced amount of active β-catenin, and altered the amount of AXIN2 mRNA. Taken together, these data underline the impact of CDK4 and CDK6 inhibitors in treating adrenocortical carcinomas.
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Affiliation(s)
- Djihad Hadjadj
- Pathologies de la Réplication de l'ADN, Université Paris-Diderot – Paris 7, Sorbonne Paris Cité, CNRS UMR7592, Institut Jacques-Monod, 75205 Paris Cedex 13, France
| | - Su-Jung Kim
- Pathologies de la Réplication de l'ADN, Université Paris-Diderot – Paris 7, Sorbonne Paris Cité, CNRS UMR7592, Institut Jacques-Monod, 75205 Paris Cedex 13, France
| | - Thomas Denecker
- Pathologies de la Réplication de l'ADN, Université Paris-Diderot – Paris 7, Sorbonne Paris Cité, CNRS UMR7592, Institut Jacques-Monod, 75205 Paris Cedex 13, France
| | - Laura Ben Driss
- Pathologies de la Réplication de l'ADN, Université Paris-Diderot – Paris 7, Sorbonne Paris Cité, CNRS UMR7592, Institut Jacques-Monod, 75205 Paris Cedex 13, France
| | - Jean-Charles Cadoret
- Pathologies de la Réplication de l'ADN, Université Paris-Diderot – Paris 7, Sorbonne Paris Cité, CNRS UMR7592, Institut Jacques-Monod, 75205 Paris Cedex 13, France
| | - Chrystelle Maric
- Pathologies de la Réplication de l'ADN, Université Paris-Diderot – Paris 7, Sorbonne Paris Cité, CNRS UMR7592, Institut Jacques-Monod, 75205 Paris Cedex 13, France
| | - Giuseppe Baldacci
- Pathologies de la Réplication de l'ADN, Université Paris-Diderot – Paris 7, Sorbonne Paris Cité, CNRS UMR7592, Institut Jacques-Monod, 75205 Paris Cedex 13, France
| | - Fabien Fauchereau
- Pathologies de la Réplication de l'ADN, Université Paris-Diderot – Paris 7, Sorbonne Paris Cité, CNRS UMR7592, Institut Jacques-Monod, 75205 Paris Cedex 13, France
- ePôle de Génoinformatique, Université Paris-Diderot – Paris 7, Sorbonne Paris Cité, CNRS UMR7592, Institut Jacques-Monod, 75205 Paris Cedex 13, France
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13
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Ozturk M, Ozsoylemez OD, Dagistanli FK. The Detection Techniques for Autophagy-Associated Cell Death-Related Genes and Proteins: Gene Expression Assay and Immunohistochemistry. Methods Mol Biol 2017; 1854:119-130. [PMID: 28889353 DOI: 10.1007/7651_2017_67] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Autophagy is important in cellular homeostasis for the cell survival mechanism. Deficiency or excess of autophagy is generally related to some of diseases such as cancer and neurodegeneration. Although autophagy is a cell survival mechanism, it can mediate programmed cell death in several conditions. Autophagy-related genes (ATGs) regulate the autophagy and also control the crosstalk with autophagy-associated cell death and apoptosis in some condition. Various methods have been used to detect the marker genes and the proteins involved in these processes. Quantitative real-time PCR (qRT-PCR) method for monitoring the expression of genes involved in autophagy or autophagic cell death is often preferred because of its sensitivity, high efficiency potential, accurate quantification, and high-grade potential automation. The detection of the markers for autophagy-related process by immunohistochemistry in paraffin sections of various patient tissues has become a reliable method for monitoring autophagy. Here, we introduce protocols for detecting autophagy and autophagy-associated cell death in HeLa cells by using gene expression assays qRT-PCR, and also in paraffin-embedded tissue section from human biopsy material by using immunohistochemistry.
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Affiliation(s)
- Melek Ozturk
- Medical Biology Department, Cerrahpasa Faculty of Medicine, Istanbul University, Cerrahpasa, Istanbul, 34098, Turkey.
| | - Ozlem Dagdeviren Ozsoylemez
- Department of Radiobiology, Institute of Graduate Studies in Science and Engineering, Istanbul University, Istanbul, Turkey
| | - Fatma Kaya Dagistanli
- Medical Biology Department, Cerrahpasa Faculty of Medicine, Istanbul University, Cerrahpasa, Istanbul, 34098, Turkey
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14
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Abstract
Despite the established role of Ki67 labeling index in prognostic stratification of adrenocortical carcinomas and its recent integration into treatment flow charts, the reproducibility of the assessment method has not been determined. The aim of this study was to investigate interobserver variability among endocrine pathologists using a web-based virtual microscopy approach. Ki67-stained slides of 76 adrenocortical carcinomas were analyzed independently by 14 observers, each according to their method of preference including eyeballing, formal manual counting, and digital image analysis. The interobserver variation was statistically significant (P<0.001) in the absence of any correlation between the various methods. Subsequently, 61 static images were distributed among 15 observers who were instructed to follow a category-based scoring approach. Low levels of interobserver (F=6.99; Fcrit=1.70; P<0.001) as well as intraobserver concordance (n=11; Cohen κ ranging from -0.057 to 0.361) were detected. To improve harmonization of Ki67 analysis, we tested the utility of an open-source Galaxy virtual machine application, namely Automated Selection of Hotspots, in 61 virtual slides. The software-provided Ki67 values were validated by digital image analysis in identical images, displaying a strong correlation of 0.96 (P<0.0001) and dividing the cases into 3 classes (cutoffs of 0%-15%-30% and/or 0%-10%-20%) with significantly different overall survivals (P<0.05). We conclude that current practices in Ki67 scoring assessment vary greatly, and interobserver variation sets particular limitations to its clinical utility, especially around clinically relevant cutoff values. Novel digital microscopy-enabled methods could provide critical aid in reducing variation, increasing reproducibility, and improving reliability in the clinical setting.
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15
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Drelon C, Berthon A, Mathieu M, Ragazzon B, Kuick R, Tabbal H, Septier A, Rodriguez S, Batisse-Lignier M, Sahut-Barnola I, Dumontet T, Pointud JC, Lefrançois-Martinez AM, Baron S, Giordano TJ, Bertherat J, Martinez A, Val P. EZH2 is overexpressed in adrenocortical carcinoma and is associated with disease progression. Hum Mol Genet 2016; 25:2789-2800. [PMID: 27149985 DOI: 10.1093/hmg/ddw136] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2015] [Revised: 04/25/2016] [Accepted: 04/25/2016] [Indexed: 12/29/2022] Open
Abstract
Adrenal Cortex Carcinoma (ACC) is an aggressive tumour with poor prognosis. Common alterations in patients include constitutive WNT/β-catenin signalling and overexpression of the growth factor IGF2. However, the combination of both alterations in transgenic mice is not sufficient to trigger malignant tumour progression, suggesting that other alterations are required to allow development of carcinomas. Here, we have conducted a study of publicly available gene expression data from three cohorts of ACC patients to identify relevant alterations. Our data show that the histone methyltransferase EZH2 is overexpressed in ACC in the three cohorts. This overexpression is the result of deregulated P53/RB/E2F pathway activity and is associated with increased proliferation and poorer prognosis in patients. Inhibition of EZH2 by RNA interference or pharmacological treatment with DZNep inhibits cellular growth, wound healing and clonogenic growth and induces apoptosis of H295R cells in culture. Further growth inhibition is obtained when DZNep is combined with mitotane, the gold-standard treatment for ACC. Altogether, these observations suggest that overexpression of EZH2 is associated with aggressive progression and may constitute an interesting therapeutic target in the context of ACC.
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Affiliation(s)
- Coralie Drelon
- CNRS, UMR6293, GReD, Inserm U1103, Clermont Université, F-63001 Clermont-Ferrand, France
| | - Annabel Berthon
- CNRS, UMR6293, GReD, Inserm U1103, Clermont Université, F-63001 Clermont-Ferrand, France.,Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, MD 20892-1103, USA
| | - Mickael Mathieu
- CNRS, UMR6293, GReD, Inserm U1103, Clermont Université, F-63001 Clermont-Ferrand, France
| | - Bruno Ragazzon
- Inserm U1016, CNRS UMR 8104, Université Paris Descartes, Institut Cochin, Paris, France
| | - Rork Kuick
- Department of Biostatistics, University of Michigan Health System, Ann Arbor, MI 48109, USA
| | - Houda Tabbal
- CNRS, UMR6293, GReD, Inserm U1103, Clermont Université, F-63001 Clermont-Ferrand, France
| | - Amandine Septier
- CNRS, UMR6293, GReD, Inserm U1103, Clermont Université, F-63001 Clermont-Ferrand, France
| | - Stéphanie Rodriguez
- CNRS, UMR6293, GReD, Inserm U1103, Clermont Université, F-63001 Clermont-Ferrand, France
| | - Marie Batisse-Lignier
- CNRS, UMR6293, GReD, Inserm U1103, Clermont Université, F-63001 Clermont-Ferrand, France.,Centre Hospitalier Universitaire, Service d'Endocrinologie, Faculté de Médecine, F- 63000 Clermont-Ferrand, France
| | - Isabelle Sahut-Barnola
- CNRS, UMR6293, GReD, Inserm U1103, Clermont Université, F-63001 Clermont-Ferrand, France
| | - Typhanie Dumontet
- CNRS, UMR6293, GReD, Inserm U1103, Clermont Université, F-63001 Clermont-Ferrand, France
| | | | | | - Silvère Baron
- CNRS, UMR6293, GReD, Inserm U1103, Clermont Université, F-63001 Clermont-Ferrand, France
| | - Thomas J Giordano
- Department of Pathology, University of Michigan Health System, Ann Arbor, MI 48109, USA
| | - Jérôme Bertherat
- Inserm U1016, CNRS UMR 8104, Université Paris Descartes, Institut Cochin, Paris, France
| | - Antoine Martinez
- CNRS, UMR6293, GReD, Inserm U1103, Clermont Université, F-63001 Clermont-Ferrand, France
| | - Pierre Val
- CNRS, UMR6293, GReD, Inserm U1103, Clermont Université, F-63001 Clermont-Ferrand, France
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16
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El Ghorayeb N, Rondeau G, Latour M, Cohade C, Olney H, Lacroix A, Perrotte P, Sabourin A, Mazzuco TL, Bourdeau I. Rapid and Complete Remission of Metastatic Adrenocortical Carcinoma Persisting 10 Years After Treatment With Mitotane Monotherapy: Case Report and Review of the Literature. Medicine (Baltimore) 2016; 95:e3180. [PMID: 27043680 PMCID: PMC4998541 DOI: 10.1097/md.0000000000003180] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Mitotane has been used for more than 5 decades as therapy for adrenocortical carcinoma (ACC). However its mechanism of action and the extent of tumor response remain incompletely understood. To date no cases of rapid and complete remission of metastatic ACC with mitotane monotherapy has been reported. A 52-year-old French Canadian man presented with metastatic disease 2 years following a right adrenalectomy for stage III nonsecreting ACC. He was started on mitotane which was well tolerated despite rapid escalation of the dose. The patient course was exceptional as he responded to mitotane monotherapy after only few months of treatment. Initiation of chemotherapy was not needed and he remained disease-free with good quality of life on low maintenance dose of mitotane during the following 10 years. A germline heterozygous TP53 exon 4 polymorphism c.215C>G (p. Pro72Arg) was found. Immunohistochemical stainings for IGF-2 and cytoplasmic β-catenin were positive. Advanced ACC is an aggressive disease with poor prognosis and the current therapeutic options remain limited. These findings suggest that mitotane is a good option for the treatment of metastatic ACC and might result in rapid complete remission in selected patients.
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Affiliation(s)
- Nada El Ghorayeb
- From the Division of Endocrinology (NEG, GR, AL, IB), Department of Medicine; Department of Pathology (ML); Division of Nuclear Medicine (CC), Department of Radiology; Division of Oncology (HO), Department of Medicine; Division of Urology (PP), Department of Surgery; Division of Endocrinology (AS), Department of Medecine, Hôpital Honoré Mercier, Saint-Hyacinthe, Québec, Canada; and Division of Endocrinology (TLM), Medical Clinical Department, Health Sciences Centre, Universidade Estadual de Londrina (UEL), Paraná, Brazil
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