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] [What about the content of this article? (0)] [Affiliation(s)] [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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2
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Mohan DR, Finco I, LaPensee CR, Rege J, Else T, Almeida MQ, Vinco M, Wakamatsu A, Latronico AC, Mendonca BB, Zerbini MCN, Fragoso MCBV, Rainey WE, Venneti S, Marie SKN, Giordano TJ, Lerario AM, Hammer GD. SAT-LB34 Repressive Epigenetic Programs Reinforce Steroidogenic Differentiation and Wnt/β-Catenin Signaling in Aggressive Adrenocortical Carcinoma. J Endocr Soc 2020. [PMCID: PMC7208394 DOI: 10.1210/jendso/bvaa046.2265] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Abstract
Adrenocortical carcinoma (ACC) is a rare, aggressive cancer. Up to 75% of patients develop incurable metastatic disease, highlighting an urgent need for novel medical therapies. We recently identified a rapidly progressive ACC subtype characterized by CpG island hypermethylation (CIMP-high), sustained Wnt/β-catenin signaling, steroidogenic differentiation, and cell cycle activation. CIMP-high status alone accounts for 40% of ACC, but predicts 70% of recurrences and >50% of deaths. Intriguingly, hypermethylated CpG islands in CIMP-high ACC are unmethylated in fetal and adult adrenal cortex, suggesting DNA methylation is supported by cancer-specific mechanisms. We therefore sought to investigate how aberrant epigenetic programming contributes to ACC biology. In embryonic stem cells, the Polycomb repressive complex 2 (PRC2) represses differentiation programs through EZH2-mediated histone H3 lysine 27 trimethylation (H3K27me3) deposition in promoter CpG islands free of DNA methylation. Gain or loss of EZH2/PRC2 function prevails in a variety of human cancers, enabling proliferation in a tissue-specific manner. Here, we identify that CIMP-high ACC exhibit high expression of EZH2/H3K27me3, but paradoxically bear DNA hypermethylation in annotated PRC2 target regions. To determine if DNA methylation of PRC2 targets disrupts or is controlled by EZH2, we characterized EZH2’s role in CIMP-high ACC cell line NCI-H295R at baseline and in response to EZH2 inhibition (EZH2i). EZH2-directed IP-MS revealed EZH2 interacts with PRC2 members and DNA methylation-sensitive accessory proteins, but no DNA methyltransferase machinery. ChIP-seq revealed EZH2 and H3K27me3 colocalize in repressive domains genome-wide, but DNA methylation and H3K27me3 are mutually exclusive. EZH2i induced H3K27 demethylation and loss of viability, but with no effect on CIMP-high DNA methylation. These data suggest PRC2 target DNA methylation in CIMP-high ACC is maintained independently of EZH2, enabling EZH2/PRC2 to coordinate alternative programs required for cell survival. We then measured the consequences of EZH2i on the NCI-H295R transcriptome (RNA-seq), EZH2/H3K27me3 deposition genome-wide (ChIP-seq), and chromatin accessibility landscape (ATAC-seq). EZH2i led to global downregulation of cell cycle, Wnt/β-catenin transcriptional programming, and steroidogenic differentiation, partially explained by EZH2i-induced offloading of EZH2 from H3K27me3 domains to accessible promoters genome-wide. Taken together, our studies illustrate how aberrant CpG island hypermethylation in CIMP-high ACC participates in a targetable repressive epigenetic cascade that reinforces oncogenic adrenocortical transcriptional programs. Ultimately, we hope to illuminate novel strategies for tissue-specific disruption of the aberrant epigenetic wiring that defines CIMP-high ACC.
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Affiliation(s)
| | | | | | | | | | - Madson Q Almeida
- Faculdade de Medicina da Universidade de Sao Paulo, Sao Paulo, Brazil
| | | | - Alda Wakamatsu
- Faculdade de Medicina da Universidade de Sao Paulo, Sao Paulo, Brazil
| | | | | | | | | | | | | | - Suely K N Marie
- Faculdade de Medicina da Universidade de Sao Paulo, Sao Paulo, Brazil
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Mohan D, Lerario A, Else T, Almeida M, Vinco M, Rege J, Mariani B, Zerbini M, Mendonca B, Latronico AC, Marie S, Rainey W, Giordano T, Fragoso M, Hammer G. OR29-3 Targeted Assessment of G0S2 Methylation Identifies a Rapidly Recurrent, Routinely Fatal Molecular Subtype of Adrenocortical Carcinoma. J Endocr Soc 2019. [PMCID: PMC6554777 DOI: 10.1210/js.2019-or29-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Adrenocortical carcinoma (ACC) is a rare malignancy with frequently dismal prognosis and few therapies. Patients with locoregional ACC routinely receive surgery and adjuvant mitotane, but >50% recur with metastases even after complete resection. Histological grade (Ki67>10% or >20 mitoses/50 HPF) is the strongest clinical predictor of recurrence, but time to recurrence in patients with high grade disease is variable and patients with low grade disease frequently recur. Recent molecular profiling studies suggest risk stratification by DNA methylation may better identify patients with homogenously dismal outcomes; in The Cancer Genome Atlas study on ACC (ACC-TCGA), we similarly identified that patients with tumors bearing CpG island hypermethylation (CIMP-high) exhibit rapid recurrence and early death. However, clinical translation of this complex molecular signature remains challenging. Here, we reanalyzed ACC-TCGA data and show that CIMP-high ACC is characterized by upregulation of cell cycle and DNA damage response programs, and identify that hypermethylation and silencing of G0S2 distinguishes this subgroup. We evaluated G0S2 methylation in a multi-institutional retrospective cohort of treatment-naive primary ACC (n=80) and adrenocortical adenomas (n=22) using a straightforward, overnight restriction digest/qPCR-based assay, validated by targeted bisulfite sequencing. We identified that G0S2 hypermethylation is exclusive to a subset of ACC (40%). G0S2 hypermethylation is associated with decreased disease-free survival (median DFS=14 mo., HR=6.91, p<0.0001; Cox regression) and overall survival (median OS=17 mo., HR=2.65, p<0.005; Cox regression). These observations remain significant in multivariate analyses, demonstrating that G0S2 hypermethylation independently predicts rapidly recurrent and fatal ACC. Our data suggests that prospective targeted assessment of G0S2 methylation may enable clinicians to identify patients with CIMP-high ACC, unlikely to exhibit durable response to standard of care. Ultimately, we hope that improved identification of this subgroup will facilitate the evaluation of more aggressive adjuvant therapies for these patients, and increase patient survival in the face of this devastating disease.
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Affiliation(s)
- Dipika Mohan
- University of Michigan Medical School, Ann Arbor, MI, United States
| | | | - Tobias Else
- Dept of MEND/Int Med, University of Michigan, Ann Arbor, MI, United States
| | | | | | - Juilee Rege
- Dept of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, United States
| | | | - Maria Zerbini
- Faculdade de Medicina da Universidade de Sao Paulo, Sao Paulo, , Brazil
| | | | | | - Suely Marie
- Faculdade de Medicina da Universidade de Sao Paulo, Sao Paulo, , Brazil
| | - William Rainey
- Molecular & Integrative Physiology, University of Michigan, Ann Arbor, MI, United States
| | - Thomas Giordano
- Anatomic Pathology-Surgical, University of Michigan Medicine, Ann Arbor, MI, United States
| | - Maria Fragoso
- Hospital Das Clinicas- FMUSP, Sao Paulo SP, , Brazil
| | - Gary Hammer
- University of Michigan, Ann Arbor, MI, United States
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4
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Mohan DR, Lerario AM, Else T, Mukherjee B, Almeida MQ, Vinco M, Rege J, Mariani BMP, Zerbini MCN, Mendonca BB, Latronico AC, Marie SKN, Rainey WE, Giordano TJ, Fragoso MCBV, Hammer GD. Targeted Assessment of G0S2 Methylation Identifies a Rapidly Recurrent, Routinely Fatal Molecular Subtype of Adrenocortical Carcinoma. Clin Cancer Res 2019; 25:3276-3288. [PMID: 30770352 DOI: 10.1158/1078-0432.ccr-18-2693] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2018] [Revised: 12/17/2018] [Accepted: 02/12/2019] [Indexed: 12/13/2022]
Abstract
PURPOSE Adrenocortical carcinoma (ACC) is a rare, aggressive malignancy with few therapies; however, patients with locoregional disease have variable outcomes. The Cancer Genome Atlas project on ACC (ACC-TCGA) identified that cancers of patients with homogeneously rapidly recurrent or fatal disease bear a unique CpG island hypermethylation phenotype, "CIMP-high." We sought to identify a biomarker that faithfully captures this subgroup.Experimental Design: We analyzed ACC-TCGA data to characterize differentially regulated biological processes, and identify a biomarker that is methylated and silenced exclusively in CIMP-high ACC. In an independent cohort of 114 adrenocortical tumors (80 treatment-naive primary ACC, 22 adrenocortical adenomas, and 12 non-naive/nonprimary ACC), we evaluated biomarker methylation by a restriction digest/qPCR-based approach, validated by targeted bisulfite sequencing. We evaluated expression of this biomarker and additional prognostic markers by qPCR. RESULTS We show that CIMP-high ACC is characterized by upregulation of cell cycle and DNA damage response programs, and identify that hypermethylation and silencing of G0S2 distinguishes this subgroup. We confirmed G0S2 hypermethylation and silencing is exclusive to 40% of ACC, and independently predicts shorter disease-free and overall survival (median 14 and 17 months, respectively). Finally, G0S2 methylation combined with validated molecular markers (BUB1B-PINK1) stratifies ACC into three groups, with uniformly favorable, intermediate, and uniformly dismal outcomes. CONCLUSIONS G0S2 hypermethylation is a hallmark of rapidly recurrent or fatal ACC, amenable to targeted assessment using routine molecular diagnostics. Assessing G0S2 methylation is straightforward, feasible for clinical decision-making, and will enable the direction of efficacious adjuvant therapies for patients with aggressive ACC.
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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.,Unidade de Suprarrenal, Laboratório de Hormônios e Genética Molecular/LIM42, Hospital das Clínicas, Disciplina de Endocrinologia, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil
| | - Tobias Else
- Department of Internal Medicine, Division of Metabolism, Endocrinology, and Diabetes, University of Michigan, Ann Arbor, Michigan
| | - Bhramar Mukherjee
- Department of Biostatistics, University of Michigan, Ann Arbor, Michigan.,Department of Epidemiology, University of Michigan, Ann Arbor, Michigan
| | - Madson Q Almeida
- Unidade de Suprarrenal, Laboratório de Hormônios e Genética Molecular/LIM42, Hospital das Clínicas, Disciplina de Endocrinologia, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil.,Instituto do Câncer do Estado de São Paulo - ICESP, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil
| | - Michelle Vinco
- Department of Pathology, University of Michigan, Ann Arbor, Michigan
| | - Juilee Rege
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
| | - Beatriz M P Mariani
- Unidade de Suprarrenal, Laboratório de Hormônios e Genética Molecular/LIM42, Hospital das Clínicas, Disciplina de Endocrinologia, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil
| | - Maria Claudia N Zerbini
- Departamento de Patologia, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil
| | - Berenice B Mendonca
- Unidade de Endocrinologia do Desenvolvimento, Laboratório de Hormônios e Genética Molecular/LIM42, Hospital das Clínicas, Disciplina de Endocrinologia, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil
| | - Ana Claudia Latronico
- Unidade de Endocrinologia do Desenvolvimento, Laboratório de Hormônios e Genética Molecular/LIM42, Hospital das Clínicas, Disciplina de Endocrinologia, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil
| | - Suely K N Marie
- Laboratório de Biologia Molecular e Celular/LIM15, Departamento de Neurologia, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil
| | - William E Rainey
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
| | - Thomas J Giordano
- Department of Internal Medicine, Division of Metabolism, Endocrinology, and Diabetes, University of Michigan, Ann Arbor, Michigan.,Department of Pathology, University of Michigan, Ann Arbor, Michigan.,University of Michigan Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Maria Candida B V Fragoso
- Unidade de Suprarrenal, Laboratório de Hormônios e Genética Molecular/LIM42, Hospital das Clínicas, Disciplina de Endocrinologia, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil.,Instituto do Câncer do Estado de São Paulo - ICESP, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil
| | - 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.,University of Michigan Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan.,Department of Cell & Developmental Biology, University of Michigan, Ann Arbor, Michigan
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5
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Justiniano SE, McElroy JP, Yu L, Yilmaz AS, Coombes KR, Senter L, Nagy R, Wakely P, Volinia S, Vinco M, Giordano TJ, Croce CM, Saji M, Ringel MD. Genetic variants in thyroid cancer distant metastases. Endocr Relat Cancer 2016; 23:L33-6. [PMID: 27542854 PMCID: PMC5026957 DOI: 10.1530/erc-16-0351] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2016] [Accepted: 08/19/2016] [Indexed: 12/30/2022]
Affiliation(s)
- Steven E Justiniano
- Division of EndocrinologyDiabetes, and Metabolism, The Ohio State University, Columbus, OH, USA
| | - Joseph P McElroy
- Center for Biostatistics and Department of BioinformaticsThe Ohio State University, Columbus, OH, USA
| | - Lianbo Yu
- Center for Biostatistics and Department of BioinformaticsThe Ohio State University, Columbus, OH, USA
| | - Ayse Selen Yilmaz
- Center for Biostatistics and Department of BioinformaticsThe Ohio State University, Columbus, OH, USA
| | - Kevin R Coombes
- Center for Biostatistics and Department of BioinformaticsThe Ohio State University, Columbus, OH, USA
| | - Leigha Senter
- Division of Human GeneticsThe Ohio State University, Columbus, OH, USA
| | - Rebecca Nagy
- Division of Human GeneticsThe Ohio State University, Columbus, OH, USA Guardant HealthInc, Redwood City, California, USA
| | - Paul Wakely
- Department of PathologyThe Ohio State University, Columbus, OH, USA
| | - Stefano Volinia
- Department of MorphologySurgery and Experimental Medicine, University of Ferrara, Italy
| | - Michelle Vinco
- Department of PathologyUniversity of Michigan, Ann Arbor, Michigan, USA
| | - Thomas J Giordano
- Department of PathologyUniversity of Michigan, Ann Arbor, Michigan, USA Comprehensive Cancer CenterUniversity of Michigan, Ann Arbor, Michigan, USA
| | - Carlo M Croce
- Department of Molecular VirologyImmunology, and Genetics, The Ohio State University Wexner Medical Center and Arthur G. James Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Motoyasu Saji
- Division of EndocrinologyDiabetes, and Metabolism, The Ohio State University, Columbus, OH, USA
| | - Matthew D Ringel
- Division of EndocrinologyDiabetes, and Metabolism, The Ohio State University, Columbus, OH, USA Department of Molecular VirologyImmunology, and Genetics, The Ohio State University Wexner Medical Center and Arthur G. James Comprehensive Cancer Center, Columbus, Ohio, USA
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6
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Abstract
CONTEXT The use of next-generation sequencing has resulted in the identification of recurrent somatic mutations underlying primary aldosteronism (PA). However, significant gaps remain in our understanding of the relationship between tumor aldosterone synthase (CYP11B2) expression and somatic mutation status. OBJECTIVE The objective of the study was to investigate tumor CYP11B2 expression and somatic aldosterone-driver gene mutation heterogeneity. METHODS Fifty-one adrenals from 51 PA patients were studied. Immunohistochemistry for CYP11B2 was performed. Aldosterone-producing adenomas with intratumor CYP11B2 heterogeneity were analyzed for mutation status using targeted next-generation sequencing. DNA was isolated from CYP11B2-positive, CYP11B2-negative, and adjacent normal areas from formalin-fixed, paraffin-embedded sections. RESULTS Of 51 adrenals, seven (14 %) showed distinct heterogeneity in CYP11B2 by immunohistochemistry, including six adenomas with intratumor heterogeneity and one multinodular hyperplastic adrenal with both CYP11B2-positive and -negative nodules. Of the six adrenocortical adenomas with CYP11B2 heterogeneity, three had aldosterone-regulating mutations (CACNA1D p.F747C, KCNJ5 p.L168R, ATP1A1 p.L104R) only in CYP11B2-positive regions, and one had two different mutations localized to two histologically distinct CYP11B2-positive regions (ATP2B3 p.L424_V425del, KCNJ5 p.G151R). Lastly, one adrenal with multiple CYP11B2-expressing nodules showed different mutations in each (CACNA1D p.F747V and ATP1A1 p.L104R), and no mutations were identified in CYP11B2-negative nodule or adjacent normal adrenal. CONCLUSIONS Adrenal tumors in patients with PA can demonstrate clear heterogeneity in CYP11B2 expression and somatic mutations in driver genes for aldosterone production. These findings suggest that aldosterone-producing adenoma tumorigenesis can occur within preexisting nodules through the acquisition of somatic mutations that drive aldosterone production.
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Affiliation(s)
- Kazutaka Nanba
- Departments of Molecular and Integrative Physiology and Internal Medicine (K.N., A.X.C., G.D.H., W.E.R.), Pathology (K.O., M.V., T.J.G., S.A.T.), and Urology (S.A.T.), Comprehensive Cancer Center (T.J.G., T.E., S.A.T.), Division of Metabolism, Endocrinology, and Diabetes (T.J.G., T.E., G.D.H.), Endocrine Oncology Program (T.E., G.D.H.), Center for Organogenesis, and Michigan Center for Translational Pathology (S.A.T.), University of Michigan, Ann Arbor, Michigan 48109
| | - Andrew X Chen
- Departments of Molecular and Integrative Physiology and Internal Medicine (K.N., A.X.C., G.D.H., W.E.R.), Pathology (K.O., M.V., T.J.G., S.A.T.), and Urology (S.A.T.), Comprehensive Cancer Center (T.J.G., T.E., S.A.T.), Division of Metabolism, Endocrinology, and Diabetes (T.J.G., T.E., G.D.H.), Endocrine Oncology Program (T.E., G.D.H.), Center for Organogenesis, and Michigan Center for Translational Pathology (S.A.T.), University of Michigan, Ann Arbor, Michigan 48109
| | - Kei Omata
- Departments of Molecular and Integrative Physiology and Internal Medicine (K.N., A.X.C., G.D.H., W.E.R.), Pathology (K.O., M.V., T.J.G., S.A.T.), and Urology (S.A.T.), Comprehensive Cancer Center (T.J.G., T.E., S.A.T.), Division of Metabolism, Endocrinology, and Diabetes (T.J.G., T.E., G.D.H.), Endocrine Oncology Program (T.E., G.D.H.), Center for Organogenesis, and Michigan Center for Translational Pathology (S.A.T.), University of Michigan, Ann Arbor, Michigan 48109
| | - Michelle Vinco
- Departments of Molecular and Integrative Physiology and Internal Medicine (K.N., A.X.C., G.D.H., W.E.R.), Pathology (K.O., M.V., T.J.G., S.A.T.), and Urology (S.A.T.), Comprehensive Cancer Center (T.J.G., T.E., S.A.T.), Division of Metabolism, Endocrinology, and Diabetes (T.J.G., T.E., G.D.H.), Endocrine Oncology Program (T.E., G.D.H.), Center for Organogenesis, and Michigan Center for Translational Pathology (S.A.T.), University of Michigan, Ann Arbor, Michigan 48109
| | - Thomas J Giordano
- Departments of Molecular and Integrative Physiology and Internal Medicine (K.N., A.X.C., G.D.H., W.E.R.), Pathology (K.O., M.V., T.J.G., S.A.T.), and Urology (S.A.T.), Comprehensive Cancer Center (T.J.G., T.E., S.A.T.), Division of Metabolism, Endocrinology, and Diabetes (T.J.G., T.E., G.D.H.), Endocrine Oncology Program (T.E., G.D.H.), Center for Organogenesis, and Michigan Center for Translational Pathology (S.A.T.), University of Michigan, Ann Arbor, Michigan 48109
| | - Tobias Else
- Departments of Molecular and Integrative Physiology and Internal Medicine (K.N., A.X.C., G.D.H., W.E.R.), Pathology (K.O., M.V., T.J.G., S.A.T.), and Urology (S.A.T.), Comprehensive Cancer Center (T.J.G., T.E., S.A.T.), Division of Metabolism, Endocrinology, and Diabetes (T.J.G., T.E., G.D.H.), Endocrine Oncology Program (T.E., G.D.H.), Center for Organogenesis, and Michigan Center for Translational Pathology (S.A.T.), University of Michigan, Ann Arbor, Michigan 48109
| | - Gary D Hammer
- Departments of Molecular and Integrative Physiology and Internal Medicine (K.N., A.X.C., G.D.H., W.E.R.), Pathology (K.O., M.V., T.J.G., S.A.T.), and Urology (S.A.T.), Comprehensive Cancer Center (T.J.G., T.E., S.A.T.), Division of Metabolism, Endocrinology, and Diabetes (T.J.G., T.E., G.D.H.), Endocrine Oncology Program (T.E., G.D.H.), Center for Organogenesis, and Michigan Center for Translational Pathology (S.A.T.), University of Michigan, Ann Arbor, Michigan 48109
| | - Scott A Tomlins
- Departments of Molecular and Integrative Physiology and Internal Medicine (K.N., A.X.C., G.D.H., W.E.R.), Pathology (K.O., M.V., T.J.G., S.A.T.), and Urology (S.A.T.), Comprehensive Cancer Center (T.J.G., T.E., S.A.T.), Division of Metabolism, Endocrinology, and Diabetes (T.J.G., T.E., G.D.H.), Endocrine Oncology Program (T.E., G.D.H.), Center for Organogenesis, and Michigan Center for Translational Pathology (S.A.T.), University of Michigan, Ann Arbor, Michigan 48109
| | - William E Rainey
- Departments of Molecular and Integrative Physiology and Internal Medicine (K.N., A.X.C., G.D.H., W.E.R.), Pathology (K.O., M.V., T.J.G., S.A.T.), and Urology (S.A.T.), Comprehensive Cancer Center (T.J.G., T.E., S.A.T.), Division of Metabolism, Endocrinology, and Diabetes (T.J.G., T.E., G.D.H.), Endocrine Oncology Program (T.E., G.D.H.), Center for Organogenesis, and Michigan Center for Translational Pathology (S.A.T.), University of Michigan, Ann Arbor, Michigan 48109
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Giordano TJ, Beaudenon-Huibregtse S, Shinde R, Langfield L, Vinco M, Laosinchai-Wolf W, Labourier E. Molecular testing for oncogenic gene mutations in thyroid lesions: a case-control validation study in 413 postsurgical specimens. Hum Pathol 2014; 45:1339-47. [DOI: 10.1016/j.humpath.2014.03.010] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2013] [Revised: 03/10/2014] [Accepted: 03/19/2014] [Indexed: 01/21/2023]
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Gornick MC, Castellsague X, Sanchez G, Giordano TJ, Vinco M, Greenson JK, Capella G, Raskin L, Rennert G, Gruber SB, Moreno V. Human papillomavirus is not associated with colorectal cancer in a large international study. Cancer Causes Control 2010; 21:737-43. [PMID: 20087645 DOI: 10.1007/s10552-010-9502-0] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2009] [Accepted: 01/02/2010] [Indexed: 12/21/2022]
Abstract
OBJECTIVE OF THE STUDY Recent publications have reported an association between colon cancer and human papillomaviruses (HPV), suggesting that HPV infection of the colonic mucosa may contribute to the development of colorectal cancer. METHODS The GP5+/GP6+ PCR reverse line blot method was used for detection of 37 types of human papillomavirus (HPV) in DNA from paraffin-embedded or frozen tissues from patients with colorectal cancer (n = 279) and normal adjacent tissue (n = 30) in three different study populations, including samples from the United States (n = 73), Israel (n = 106) and Spain (n = 100). Additionally, SPF10 PCR was run on all samples (n = 279) and the Innogenetics INNO-LiPA assay was performed on a subset of samples (n = 15). RESULTS All samples were negative for all types of HPV using both the GP5+/GP6+ PCR reverse line blot method and the SPF10 INNO-LiPA method. CONCLUSIONS We conclude that HPV types associated with malignant transformation do not meaningfully contribute to adenocarcinoma of the colon.
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Affiliation(s)
- Michele C Gornick
- Department of Human Genetics, School of Medicine, University of Michigan, 109 Zina Pitcher, Ann Arbor, MI 48109-2200, USA
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9
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Giordano TJ, Kuick R, Else T, Gauger PG, Vinco M, Bauersfeld J, Sanders D, Thomas DG, Doherty G, Hammer G. Molecular classification and prognostication of adrenocortical tumors by transcriptome profiling. Clin Cancer Res 2009; 15:668-76. [PMID: 19147773 DOI: 10.1158/1078-0432.ccr-08-1067] [Citation(s) in RCA: 270] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE Our understanding of adrenocortical carcinoma (ACC) has improved considerably, yet many unanswered questions remain. For instance, can molecular subtypes of ACC be identified? If so, what is their underlying pathogenetic basis and do they possess clinical significance? EXPERIMENTAL DESIGN We did a whole genome gene expression study of a large cohort of adrenocortical tissues annotated with clinicopathologic data. Using Affymetrix Human Genome U133 Plus 2.0 oligonucleotide arrays, transcriptional profiles were generated for 10 normal adrenal cortices (NC), 22 adrenocortical adenomas (ACA), and 33 ACCs. RESULTS The overall classification of adrenocortical tumors was recapitulated using principal component analysis of the entire data set. The NC and ACA cohorts showed little intragroup variation, whereas the ACC cohort revealed much greater variation in gene expression. A robust list of 2,875 differentially expressed genes in ACC compared with both NC and ACA was generated and used in functional enrichment analysis to find pathways and attributes of biological significance. Cluster analysis of the ACCs revealed two subtypes that reflected tumor proliferation, as measured by mitotic counts and cell cycle genes. Kaplan-Meier analysis of these ACC clusters showed a significant difference in survival (P < 0.020). Multivariate Cox modeling using stage, mitotic rate, and gene expression data as measured by the first principal component for ACC samples showed that gene expression data contains significant independent prognostic information (P < 0.017). CONCLUSIONS This study lays the foundation for the molecular classification and prognostication of adrenocortical tumors and also provides a rich source of potential diagnostic and prognostic markers.
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Affiliation(s)
- Thomas J Giordano
- Department of Pathology, 1150 West Medical Center Drive, MSRB-2, C570D, Ann Arbor, MI 48109-0669, USA.
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10
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Giordano TJ, Au AYM, Kuick R, Thomas DG, Rhodes DR, Wilhelm KG, Vinco M, Misek DE, Sanders D, Zhu Z, Ciampi R, Hanash S, Chinnaiyan A, Clifton-Bligh RJ, Robinson BG, Nikiforov YE, Koenig RJ. Delineation, functional validation, and bioinformatic evaluation of gene expression in thyroid follicular carcinomas with the PAX8-PPARG translocation. Clin Cancer Res 2006; 12:1983-93. [PMID: 16609007 DOI: 10.1158/1078-0432.ccr-05-2039] [Citation(s) in RCA: 108] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
A subset of follicular thyroid carcinomas contains a balanced translocation, t(2;3)(q13;p25), that results in fusion of the paired box gene 8 (PAX8) and peroxisome proliferator-activated receptor gamma (PPARG) genes with concomitant expression of a PAX8-PPARgamma fusion protein, PPFP. PPFP is thought to contribute to neoplasia through a mechanism in which it acts as a dominant-negative inhibitor of wild-type PPARgamma. To better understand this type of follicular carcinoma, we generated global gene expression profiles using DNA microarrays of a cohort of follicular carcinomas along with other common thyroid tumors and used the data to derive a gene expression profile characteristic of PPFP-positive tumors. Transient transfection assays using promoters of four genes whose expression was highly associated with the translocation showed that each can be activated by PPFP. PPFP had unique transcriptional activities when compared with PAX8 or PPARgamma, although it had the potential to function in ways qualitatively similar to PAX8 or PPARgamma depending on the promoter and cellular environment. Bioinformatics analyses revealed that genes with increased expression in PPFP-positive follicular carcinomas include known PPAR target genes; genes involved in fatty acid, amino acid, and carbohydrate metabolism; micro-RNA target genes; and genes on chromosome 3p. These results have implications for the neoplastic mechanism of these follicular carcinomas.
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MESH Headings
- Adenocarcinoma, Follicular/genetics
- Adenocarcinoma, Follicular/metabolism
- Adenocarcinoma, Follicular/pathology
- Chromosomes, Human, Pair 2/genetics
- Chromosomes, Human, Pair 3/genetics
- Computational Biology
- Gene Expression Profiling
- Humans
- Oncogene Proteins, Fusion/biosynthesis
- Oncogene Proteins, Fusion/genetics
- PAX8 Transcription Factor
- PPAR gamma/genetics
- PPAR gamma/metabolism
- Paired Box Transcription Factors/genetics
- Paired Box Transcription Factors/metabolism
- Principal Component Analysis
- Reverse Transcriptase Polymerase Chain Reaction
- Thyroid Neoplasms/genetics
- Thyroid Neoplasms/metabolism
- Thyroid Neoplasms/pathology
- Translocation, Genetic
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Affiliation(s)
- Thomas J Giordano
- Department of Pathology, University of Michigan Medical School, Ann Arbor, Michigan, USA
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11
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Giordano TJ, Kuick R, Thomas DG, Misek DE, Vinco M, Sanders D, Zhu Z, Ciampi R, Roh M, Shedden K, Gauger P, Doherty G, Thompson NW, Hanash S, Koenig RJ, Nikiforov YE. Molecular classification of papillary thyroid carcinoma: distinct BRAF, RAS, and RET/PTC mutation-specific gene expression profiles discovered by DNA microarray analysis. Oncogene 2005; 24:6646-56. [PMID: 16007166 DOI: 10.1038/sj.onc.1208822] [Citation(s) in RCA: 264] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Thyroid cancer poses a significant clinical challenge, and our understanding of its pathogenesis is incomplete. To gain insight into the pathogenesis of papillary thyroid carcinoma, transcriptional profiles of four normal thyroids and 51 papillary carcinomas (PCs) were generated using DNA microarrays. The tumors were genotyped for their common activating mutations: BRAF V600E point mutation, RET/PTC1 and 3 rearrangement and point mutations of KRAS, HRAS and NRAS. Principal component analysis based on the entire expression data set separated the PCs into three groups that were found to reflect tumor morphology and mutational status. By combining expression profiles with mutational status, we defined distinct expression profiles for the BRAF, RET/PTC and RAS mutation groups. Using small numbers of genes, a simple classifier was able to classify correctly the mutational status of all 40 tumors with known mutations. One tumor without a detectable mutation was predicted by the classifier to have a RET/PTC rearrangement and was shown to contain one by fluorescence in situ hybridization analysis. Among the mutation-specific expression signatures were genes whose differential expression was a direct consequence of the mutation, as well as genes involved in a variety of biological processes including immune response and signal transduction. Expression of one mutation-specific differentially expressed gene, TPO, was validated at the protein level using immunohistochemistry and tissue arrays containing an independent set of tumors. The results demonstrate that mutational status is the primary determinant of gene expression variation within these tumors, a finding that may have clinical and diagnostic significance and predicts success for therapies designed to prevent the consequences of these mutations.
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Affiliation(s)
- Thomas J Giordano
- Department of Pathology, UH 2G332/0054, University of Michigan Medical School, Ann Arbor, 48109-0054, USA.
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Souillac M, Allilaire JF, Vinco M. [Psychodrama, 4 years experience in a day care unit with limited stay]. Ann Med Psychol (Paris) 1992; 150:29-34. [PMID: 1343481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 03/25/2023]
Affiliation(s)
- M Souillac
- Service de Psychiatrie, C.H.U. Pitié-Salpêtrière, Paris
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