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Vetrivel S, Tamburello M, Oßwald A, Zhang R, Khan A, Jung S, Baker JE, Rainey WE, Nowak E, Altieri B, Detomas M, Watts D, Williams TA, Wielockx B, Beuschlein F, Reincke M, Sbiera S, Riester A. PPARG dysregulation as a potential molecular target in adrenal Cushing's syndrome. Front Endocrinol (Lausanne) 2023; 14:1265794. [PMID: 38098864 PMCID: PMC10720662 DOI: 10.3389/fendo.2023.1265794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2023] [Accepted: 11/07/2023] [Indexed: 12/17/2023] Open
Abstract
Background We performed a transcriptomic analysis of adrenal signaling pathways in various forms of endogenous Cushing's syndrome (CS) to define areas of dysregulated and druggable targets. Methodology Next-generation sequencing was performed on adrenal samples of patients with primary bilateral macronodular adrenal hyperplasia (PBMAH, n=10) and control adrenal samples (n=8). The validation groups included cortisol-producing adenoma (CPA, n=9) and samples from patients undergoing bilateral adrenalectomy for Cushing's disease (BADX-CD, n=8). In vivo findings were further characterized using three adrenocortical cell-lines (NCI-H295R, CU-ACC2, MUC1). Results Pathway mapping based on significant expression patterns identified PPARG (peroxisome proliferator-activated receptor gamma) pathway as the top hit. Quantitative PCR (QPCR) confirmed that PPARG (l2fc<-1.5) and related genes - FABP4 (l2fc<-5.5), PLIN1 (l2fc<-4.1) and ADIPOQ (l2fc<-3.3) - were significantly downregulated (p<0.005) in PBMAH. Significant downregulation of PPARG was also found in BADX-CD (l2fc<-1.9, p<0.0001) and CPA (l2fc<-1.4, p<0.0001). In vitro studies demonstrated that the PPARG activator rosiglitazone resulted in decreased cell viability in MUC1 and NCI-H295R (p<0.0001). There was also a significant reduction in the production of aldosterone, cortisol, and cortisone in NCI-H295R and in Dihydrotestosterone (DHT) in MUC1 (p<0.05), respectively. Outcome This therapeutic effect was independent of the actions of ACTH, postulating a promising application of PPARG activation in endogenous hypercortisolism.
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Affiliation(s)
- Sharmilee Vetrivel
- Department of Medicine IV, LMU University Hospital, LMU Munich, Munich, Germany
| | - Mariangela Tamburello
- Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital, University of Würzburg, Würzburg, Germany
- Section of Pharmacology, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Andrea Oßwald
- Department of Medicine IV, LMU University Hospital, LMU Munich, Munich, Germany
| | - Ru Zhang
- Department of Medicine IV, LMU University Hospital, LMU Munich, Munich, Germany
| | - Ali Khan
- Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital, University of Würzburg, Würzburg, Germany
| | - Sara Jung
- Department of Medicine IV, LMU University Hospital, LMU Munich, Munich, Germany
| | - Jessica E. Baker
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI, United States
| | - William E. Rainey
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Elisabeth Nowak
- Department of Medicine IV, LMU University Hospital, LMU Munich, Munich, Germany
| | - Barbara Altieri
- Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital, University of Würzburg, Würzburg, Germany
| | - Mario Detomas
- Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital, University of Würzburg, Würzburg, Germany
| | - Deepika Watts
- Institute of Clinical Chemistry and Laboratory Medicine, Technische Universität Dresden (TUD)/Universitätsklinikum Carl Gustav Carus Dresden (UKD), Dresden, Germany
| | - Tracy Ann Williams
- Department of Medicine IV, LMU University Hospital, LMU Munich, Munich, Germany
| | - Ben Wielockx
- Institute of Clinical Chemistry and Laboratory Medicine, Technische Universität Dresden (TUD)/Universitätsklinikum Carl Gustav Carus Dresden (UKD), Dresden, Germany
| | - Felix Beuschlein
- Department of Medicine IV, LMU University Hospital, LMU Munich, Munich, Germany
- Department of Endocrinology, Diabetology and Clinical Nutrition, University Hospital Zurich (USZ) and University of Zurich (UZH), Zurich, Switzerland
| | - Martin Reincke
- Department of Medicine IV, LMU University Hospital, LMU Munich, Munich, Germany
| | - Silviu Sbiera
- Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital, University of Würzburg, Würzburg, Germany
| | - Anna Riester
- Department of Medicine IV, LMU University Hospital, LMU Munich, Munich, Germany
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Lippert J, Dischinger U, Appenzeller S, Prete A, Kircher S, Skordilis K, Elhassan YS, Altieri B, Fassnacht M, Ronchi CL. Performance of DNA-based biomarkers for classification of adrenocortical carcinoma: a prognostic study. Eur J Endocrinol 2023; 189:262-270. [PMID: 37590967 DOI: 10.1093/ejendo/lvad112] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Revised: 05/16/2023] [Accepted: 06/14/2023] [Indexed: 08/19/2023]
Abstract
OBJECTIVE Adrenocortical carcinoma (ACC) is a rare aggressive malignancy with heterogeneous clinical outcomes. Recent studies proposed a combination of clinical/histopathological parameters (S-GRAS score) or molecular biomarkers (BMs) to improve prognostication. We performed a comparative analysis of DNA-based BMs by evaluating their added prognostic value to the S-GRAS score. DESIGN AND METHODS A total of 194 formalin-fixed, paraffin-embedded (FFPE) ACC samples were analysed, including a retrospective training cohort (n = 107) and a prospective validation cohort (n = 87). Targeted DNA sequencing and pyrosequencing were used to detect somatic single-nucleotide variations in ACC-specific genes and methylation in the promoter region of paired box 5 (PAX5). The European Network for the Study of Adrenocortical Tumors (ENSAT) tumour stage, age, symptoms at presentation, resection status, and Ki-67 were combined to calculate S-GRAS. Endpoints were overall (OS), progression-free (PFS), and disease-free survival (DFS). Prognostic role was evaluated by multivariable survival analysis and their performance compared by Harrell's concordance index (C index). RESULTS In training cohort, an independent prognostic role was confirmed at multivariate analysis for two DNA-based BMs: alterations in Wnt/β-catenin and Rb/p53 pathways and hypermethylated PAX5 (both P< .05 for PFS and DFS, hazard ratio [HR] 1.47-2.33). These were combined to S-GRAS to obtain a combined (COMBI) score. At comparative analysis, the best discriminative prognostic model was COMBI score in both cohorts for all endpoints, followed by S-GRAS score (C index for OS 0.724 and 0.765, PFS 0.717 and 0.670, and DFS 0.699 and 0.644, respectively). CONCLUSIONS Targeted DNA-based BM evaluated on routinely available FFPE samples improves prognostication of ACC beyond routinely available clinical and histopathological parameters. This approach may help to better individualise patient's management.
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Affiliation(s)
- Juliane Lippert
- Division of Endocrinology and Diabetes, University Hospital of Würzburg, 97080 Würzburg, Germany
| | - Ulrich Dischinger
- Division of Endocrinology and Diabetes, University Hospital of Würzburg, 97080 Würzburg, Germany
| | - Silke Appenzeller
- Core Unit Bioinformatics, Comprehensive Cancer Center Mainfranken, University Hospital Würzburg, 97078 Würzburg, Germany
| | - Alessandro Prete
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham B152TT, United Kingdom
- Centre for Endocrinology, Diabetes and Metabolism (CEDAM), Birmingham Health Partners, Birmingham B152TT, United Kingdom
- NIHR Birmingham Biomedical Research Centre, University of Birmingham and University Hospitals Birmingham NHS Foundation Trust, Birmingham B152TT, United Kingdom
| | - Stefan Kircher
- Department of Pathology, University of Würzburg, 97078 Würzburg, Germany
| | - Kassiani Skordilis
- Department of Histopathology, University Hospitals Birmingham NHS Foundation Trust, Birmingham B152GW, United Kingdom
| | - Yasir S Elhassan
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham B152TT, United Kingdom
- Centre for Endocrinology, Diabetes and Metabolism (CEDAM), Birmingham Health Partners, Birmingham B152TT, United Kingdom
| | - Barbara Altieri
- Division of Endocrinology and Diabetes, University Hospital of Würzburg, 97080 Würzburg, Germany
| | - Martin Fassnacht
- Division of Endocrinology and Diabetes, University Hospital of Würzburg, 97080 Würzburg, Germany
- Comprehensive Cancer Centre Mainfranken (CCCM), University of Würzburg, 97078 Würzburg, Germany
- Central Labor, University Hospital of Würzburg, 97080 Würzburg, Germany
| | - Cristina L Ronchi
- Division of Endocrinology and Diabetes, University Hospital of Würzburg, 97080 Würzburg, Germany
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham B152TT, United Kingdom
- Centre for Endocrinology, Diabetes and Metabolism (CEDAM), Birmingham Health Partners, Birmingham B152TT, United Kingdom
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