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De Leo A, Ruscelli M, Maloberti T, Coluccelli S, Repaci A, de Biase D, Tallini G. Molecular pathology of endocrine gland tumors: genetic alterations and clinicopathologic relevance. Virchows Arch 2024; 484:289-319. [PMID: 38108848 PMCID: PMC10948534 DOI: 10.1007/s00428-023-03713-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Revised: 11/23/2023] [Accepted: 11/26/2023] [Indexed: 12/19/2023]
Abstract
Tumors of the endocrine glands are common. Knowledge of their molecular pathology has greatly advanced in the recent past. This review covers the main molecular alterations of tumors of the anterior pituitary, thyroid and parathyroid glands, adrenal cortex, and adrenal medulla and paraganglia. All endocrine gland tumors enjoy a robust correlation between genotype and phenotype. High-throughput molecular analysis demonstrates that endocrine gland tumors can be grouped into molecular groups that are relevant from both pathologic and clinical point of views. In this review, genetic alterations have been discussed and tabulated with respect to their molecular pathogenetic role and clinicopathologic implications, addressing the use of molecular biomarkers for the purpose of diagnosis and prognosis and predicting response to molecular therapy. Hereditary conditions that play a key role in determining predisposition to many types of endocrine tumors are also discussed.
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Affiliation(s)
- Antonio De Leo
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40138, Bologna, Italy
- Solid Tumor Molecular Pathology Laboratory, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138, Bologna, Italy
| | - Martina Ruscelli
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40138, Bologna, Italy
| | - Thais Maloberti
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40138, Bologna, Italy
- Solid Tumor Molecular Pathology Laboratory, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138, Bologna, Italy
| | - Sara Coluccelli
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40138, Bologna, Italy
- Solid Tumor Molecular Pathology Laboratory, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138, Bologna, Italy
| | - Andrea Repaci
- Division of Endocrinology and Diabetes Prevention and Care, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138, Bologna, Italy
| | - Dario de Biase
- Solid Tumor Molecular Pathology Laboratory, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138, Bologna, Italy
- Department of Pharmacy and Biotechnology (FaBit), University of Bologna, 40126, Bologna, Italy
| | - Giovanni Tallini
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40138, Bologna, Italy.
- Solid Tumor Molecular Pathology Laboratory, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138, Bologna, Italy.
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Martinerie L, Bouligand J, North MO, Bertherat J, Assié G, Espiard S. Consensus statement by the French Society of Endocrinology (SFE) and French Society of Pediatric Endocrinology & Diabetology (SFEDP) for the diagnosis of Cushing's syndrome: Genetics of Cushing's syndrome. ANNALES D'ENDOCRINOLOGIE 2024:S0003-4266(24)00005-2. [PMID: 38253221 DOI: 10.1016/j.ando.2024.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 01/08/2024] [Indexed: 01/24/2024]
Abstract
Cushing's syndrome is due to overproduction of cortisol, leading to abnormal and prolonged exposure to cortisol. The most common etiology is Cushing disease, while adrenal causes are rarer. Knowledge of the genetics of Cushing's syndrome, and particularly the adrenal causes, has improved considerably over the last 10 years, thanks in particular to technical advances in high-throughput sequencing. The present study, by a group of experts from the French Society of Endocrinology and the French Society of Pediatric Endocrinology and Diabetology, reviewed the literature on germline genetic alterations leading to a predisposition to develop Cushing's syndrome. The review led to a consensus statement on genetic screening for Cushing disease and adrenal Cushing's syndrome.
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Affiliation(s)
- Laetitia Martinerie
- Department of Pediatric Endocrinology, CHU Robert-Debré, AP-HP, Paris, France
| | - Jérôme Bouligand
- Faculté de médecine Paris-Saclay, Inserm Unit UMRS1185 Endocrine Physiology and Physiopathology, Paris, France
| | - Marie-Odile North
- Department of Genetics and Molecular Biology, hôpital Cochin, AP-HP, University of Paris, Paris, France
| | - Jérôme Bertherat
- Endocrinology Department, centre de référence maladies rares de la surrénale (CRMRS), hôpital Cochin, AP-HP, University of Paris, Paris, France
| | - Guillaume Assié
- Endocrinology Department, centre de référence maladies rares de la surrénale (CRMRS), hôpital Cochin, AP-HP, University of Paris, Paris, France
| | - Stéphanie Espiard
- Service d'endocrinologie, diabétologie, métabolisme et nutrition, CHU de Lille, 59000 Lille, France.
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Ghosh C, Hu J, Kebebew E. Advances in translational research of the rare cancer type adrenocortical carcinoma. Nat Rev Cancer 2023; 23:805-824. [PMID: 37857840 DOI: 10.1038/s41568-023-00623-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/30/2023] [Indexed: 10/21/2023]
Abstract
Adrenocortical carcinoma is a rare malignancy with an annual worldwide incidence of 1-2 cases per 1 million and a 5-year survival rate of <60%. Although adrenocortical carcinoma is rare, such rare cancers account for approximately one third of patients diagnosed with cancer annually. In the past decade, there have been considerable advances in understanding the molecular basis of adrenocortical carcinoma. The genetic events associated with adrenocortical carcinoma in adults are distinct from those of paediatric cases, which are often associated with germline or somatic TP53 mutations and have a better prognosis. In adult primary adrenocortical carcinoma, the main somatic genetic alterations occur in genes that encode proteins involved in the WNT-β-catenin pathway, cell cycle and p53 apoptosis pathway, chromatin remodelling and telomere maintenance pathway, cAMP-protein kinase A (PKA) pathway or DNA transcription and RNA translation pathways. Recently, integrated molecular studies of adrenocortical carcinomas, which have characterized somatic mutations and the methylome as well as gene and microRNA expression profiles, have led to a molecular classification of these tumours that can predict prognosis and have helped to identify new therapeutic targets. In this Review, we summarize these recent translational research advances in adrenocortical carcinoma, which it is hoped could lead to improved patient diagnosis, treatment and outcome.
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Affiliation(s)
| | - Jiangnan Hu
- Department of Surgery, Stanford University, Stanford, CA, USA
| | - Electron Kebebew
- Department of Surgery, Stanford University, Stanford, CA, USA.
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA.
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Zhang Y, Zhang C, Li K, Deng J, Liu H, Lai G, Xie B, Zhong X. Identification of Molecular Subtypes and Prognostic Characteristics of Adrenocortical Carcinoma Based on Unsupervised Clustering. Int J Mol Sci 2023; 24:15465. [PMID: 37895143 PMCID: PMC10607826 DOI: 10.3390/ijms242015465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 10/11/2023] [Accepted: 10/18/2023] [Indexed: 10/29/2023] Open
Abstract
Adrenocortical carcinoma (ACC) is a rare endocrine malignancy with a poor prognosis. Increasing evidence highlights the significant role of immune-related genes (IRGs) in ACC progression and immunotherapy, but the research is still limited. Based on the Cancer Genome Atlas (TCGA) database, immune-related molecular subtypes were identified by unsupervised consensus clustering. Univariate Cox analysis and Least Absolute Shrinkage and Selection Operator (LASSO) regression were employed to further establish immune-related gene signatures (IRGS). An evaluation of immune cell infiltration, biological function, tumor mutation burden (TMB), predicted immunotherapy response, and drug sensitivity in ACC patients was conducted to elucidate the applicative efficacy of IRGS in precision therapy. ACC patients were divided into two molecular subtypes through consistent clustering. Furthermore, the 3-gene signature (including PRKCA, LTBP1, and BIRC5) based on two molecular subtypes demonstrated consistent prognostic efficacy across the TCGA and GEO datasets and emerged as an independent prognostic factor. The low-risk group exhibited heightened immune cell infiltration, TMB, and immune checkpoint inhibitors (ICIs), associated with a favorable prognosis. Pathways associated with drug metabolism, hormone regulation, and metabolism were activated in the low-risk group. In conclusion, our findings suggest IRGS can be used as an independent prognostic biomarker, providing a foundation for shaping future ACC immunotherapy strategies.
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Affiliation(s)
| | | | | | | | | | | | - Biao Xie
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing 400016, China; (Y.Z.); (C.Z.); (K.L.); (J.D.); (H.L.); (G.L.)
| | - Xiaoni Zhong
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing 400016, China; (Y.Z.); (C.Z.); (K.L.); (J.D.); (H.L.); (G.L.)
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Terzolo M, Fassnacht M, Perotti P, Libé R, Kastelan D, Lacroix A, Arlt W, Haak HR, Loli P, Decoudier B, Lasolle H, Quinkler M, Haissaguerre M, Chabre O, Caron P, Stigliano A, Giordano R, Zatelli MC, Bancos I, Fragoso MCBV, Canu L, Luconi M, Puglisi S, Basile V, Reimondo G, Kroiss M, Megerle F, Hahner S, Kimpel O, Dusek T, Nölting S, Bourdeau I, Chortis V, Ettaieb MH, Cosentini D, Grisanti S, Baudin E, Berchialla P, Bovis F, Sormani MP, Bruzzi P, Beuschlein F, Bertherat J, Berruti A. Adjuvant mitotane versus surveillance in low-grade, localised adrenocortical carcinoma (ADIUVO): an international, multicentre, open-label, randomised, phase 3 trial and observational study. Lancet Diabetes Endocrinol 2023; 11:720-730. [PMID: 37619579 PMCID: PMC10522778 DOI: 10.1016/s2213-8587(23)00193-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 05/31/2023] [Accepted: 06/26/2023] [Indexed: 08/26/2023]
Abstract
BACKGROUND Adjuvant treatment with mitotane is commonly used after resection of adrenocortical carcinoma; however, treatment remains controversial, particularly if risk of recurrence is not high. We aimed to assess the efficacy and safety of adjuvant mitotane compared with surveillance alone following complete tumour resection in patients with adrenocortical carcinoma considered to be at low to intermediate risk of recurrence. METHODS ADIUVO was a multicentre, open-label, parallel, randomised, phase 3 trial done in 23 centres across seven countries. Patients aged 18 years or older with adrenocortical carcinoma and low to intermediate risk of recurrence (R0, stage I-III, and Ki67 ≤10%) were randomly assigned to adjuvant oral mitotane two or three times daily (the dose was adjusted by the local investigator with the target of reaching and maintaining plasma mitotane concentrations of 14-20 mg/L) for 2 years or surveillance alone. All consecutive patients at 14 study centres fulfilling the eligibility criteria of the ADIUVO trial who refused randomisation and agreed on data collection via the European Network for the Study of Adrenal Tumors adrenocortical carcinoma registry were included prospectively in the ADIUVO Observational study. The primary endpoint was recurrence-free survival, defined as the time from randomisation to the first radiological evidence of recurrence or death from any cause (whichever occurred first), assessed in all randomly assigned patients by intention to treat. Overall survival, defined as time from the date of randomisation to the date of death from any cause, was a secondary endpoint analysed by intention to treat in all randomly assigned patients. Safety was assessed in all patients who adhered to the assigned regimen, which was defined by taking at least one tablet of mitotane in the mitotane group and no mitotane at all in the surveillance group. The ADIUVO trial is registered with ClinicalTrials.gov, NCT00777244, and is now complete. FINDINGS Between Oct 23, 2008, and Dec 27, 2018, 45 patients were randomly assigned to mitotane and 46 to surveillance alone. Because the study was discontinued prematurely, 5-year recurrence-free and overall survival are reported instead of recurrence-free and overall survival as defined in the protocol. 5-year recurrence-free survival was 79% (95% CI 67-94) in the mitotane group and 75% (63-90) in the surveillance group (hazard ratio 0·74 [95% CI 0·30-1·85]). Two people in the mitotane group and five people in the surveillance group died, and 5-year overall survival was not significantly different (95% [95% CI 89-100] in the mitotane group and 86% [74-100] in the surveillance group). All 42 patients who received mitotane had adverse events, and eight (19%) discontinued treatment. There were no grade 4 adverse events or treatment-related deaths. INTERPRETATION Adjuvant mitotane might not be indicated in patients with low-grade, localised adrenocortical carcinoma considering the relatively good prognosis of these patients, and no significant improvement in recurrence-free survival and treatment-associated toxicity in the mitotane group. However, the study was discontinued prematurely due to slow recruitment and cannot rule out an efficacy of treatment. FUNDING AIFA, ENSAT Cancer Health F2-2010-259735 programme, Deutsche Forschungsgemeinschaft, Cancer Research UK, and the French Ministry of Health.
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Affiliation(s)
- Massimo Terzolo
- Internal Medicine, Department of Clinical and Biological Sciences, San Luigi Gonzaga Hospital, University of Turin, Turin, Italy
| | - Martin Fassnacht
- Department of Internal Medicine I, Division of Endocrinology and Diabetes, University Hospital, University of Würzburg, Würzburg, Germany; Comprehensive Cancer Center Mainfranken, University of Würzburg, Würzburg, Germany
| | - Paola Perotti
- Internal Medicine, Department of Clinical and Biological Sciences, San Luigi Gonzaga Hospital, University of Turin, Turin, Italy
| | - Rossella Libé
- Rare Cancer Network COMETE Cancer, Hôpital Cochin, Paris, France
| | - Darko Kastelan
- Department of Endocrinology University Hospital Zagreb, Zagreb, Croatia
| | - André Lacroix
- Service d'Endocrinologie, Département de Médecine, Centre Hospitalier de l'Universite de Montréal, Montreal, QC, Canada
| | - Wiebke Arlt
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK; MRC London Institute of Medical Sciences and Faculty of Medicine, Imperial College London, London, UK
| | - Harm Reinout Haak
- Department of Internal Medicine, Maxima Medisch Centrum, Eindhoven, Netherlands; CAPHRI School for Public Health and Primary Care, Ageing and Long-Term Care, Maastricht University, and Department of Internal Medicine, Division of General Internal Medicine, Maastricht University Medical Centre+, Maastricht, Netherlands
| | - Paola Loli
- Division of Endocrinology, Niguarda Cà Granda Hospital, Milan, Italy
| | - Bénédicte Decoudier
- Centre Hospitalier Universitaire de Reims, Service d'Endocrinologie-Diabètologie-Nutrition, Reims, France
| | - Helene Lasolle
- Federation d'Endocrinologie, Hospices Civils de Lyon and University de Lyon, Lyon, France
| | | | - Magalie Haissaguerre
- Department of Endocrinology and Endocrine Oncology, Haut Leveque Hospital, University Hospital of Bordeaux, France
| | - Olivier Chabre
- University Grenoble Alpes, Service d'Endocrinologie CHU Grenoble Alpes, Unité Mixte de Recherche INSERM-CEA-UGA UMR1036 38000 Grenoble Alpes, France
| | - Philippe Caron
- Department of Endocrinology and Metabolic Diseases, Cardiovascular and Metabolic Unit, CHU Larrey, Toulouse, France
| | - Antonio Stigliano
- Endocrinology, Department of Clinical and Molecular Medicine, Sant'Andrea University Hospital, Sapienza University of Rome, Rome, Italy
| | - Roberta Giordano
- Division of Endocrinology, Diabetology and Metabolism, Department of Biological and Clinical Sciences, University of Turin, Turin, Italy
| | - Maria Chiara Zatelli
- Section of Endocrinology and Internal Medicine, Department of Medical Sciences, University of Ferrara, Ferrara, Italy
| | - Irina Bancos
- Division of Endocrinology, Diabetes, Metabolism and Nutrition, Mayo Clinic, Rochester, MN, USA
| | - Maria Candida Barisson Villares Fragoso
- Unidade de Suprarrenal, Disciplina de Endocrinologia e Metabologia do Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo, Instituto do Cancer do Estado de São Paulo-ICESP, São Paulo, Brazil
| | - Letizia Canu
- Department of Experimental and Clinical Biomedical Sciences, University of Florence, Florence, Italy
| | - Michaela Luconi
- Department of Experimental and Clinical Biomedical Sciences, University of Florence, Florence, Italy
| | - Soraya Puglisi
- Internal Medicine, Department of Clinical and Biological Sciences, San Luigi Gonzaga Hospital, University of Turin, Turin, Italy.
| | - Vittoria Basile
- Internal Medicine, Department of Clinical and Biological Sciences, San Luigi Gonzaga Hospital, University of Turin, Turin, Italy
| | - Giuseppe Reimondo
- Internal Medicine, Department of Clinical and Biological Sciences, San Luigi Gonzaga Hospital, University of Turin, Turin, Italy
| | - Matthias Kroiss
- Department of Internal Medicine I, Division of Endocrinology and Diabetes, University Hospital, University of Würzburg, Würzburg, Germany
| | - Felix Megerle
- Department of Internal Medicine I, Division of Endocrinology and Diabetes, University Hospital, University of Würzburg, Würzburg, Germany
| | - Stefanie Hahner
- Department of Internal Medicine I, Division of Endocrinology and Diabetes, University Hospital, University of Würzburg, Würzburg, Germany
| | - Otilia Kimpel
- Department of Internal Medicine I, Division of Endocrinology and Diabetes, University Hospital, University of Würzburg, Würzburg, Germany
| | - Tina Dusek
- Department of Endocrinology University Hospital Zagreb, Zagreb, Croatia
| | - Svenja Nölting
- Department of Endocrinology, Medizinische Klinik und Poliklinik IV, Klinikum der Universität München, Munich, Germany; Department of Endocrinology, Diabetology and Clinical Nutrition, University Hospital Zurich and University of Zurich, Zurich, Switzerland
| | - Isabelle Bourdeau
- Service d'Endocrinologie, Département de Médecine, Centre Hospitalier de l'Universite de Montréal, Montreal, QC, Canada
| | - Vasileios Chortis
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK
| | | | - Deborah Cosentini
- Oncology, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health Medical, ASST-Spedali Civili, University of Brescia, Brescia, Italy
| | - Salvatore Grisanti
- Oncology, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health Medical, ASST-Spedali Civili, University of Brescia, Brescia, Italy
| | - Eric Baudin
- Endocrine Oncology Gustave Roussy, Villejuif, France
| | - Paola Berchialla
- Statistical Unit, Department of Clinical and Biological Sciences, San Luigi Gonzaga Hospital, University of Turin, Turin, Italy
| | - Francesca Bovis
- Department of Health Sciences, University of Genoa, Genoa, Italy
| | | | - Paolo Bruzzi
- Department of Health Sciences, University of Genoa, Genoa, Italy
| | - Felix Beuschlein
- Department of Endocrinology, Medizinische Klinik und Poliklinik IV, Klinikum der Universität München, Munich, Germany; Department of Endocrinology, Diabetology and Clinical Nutrition, University Hospital Zurich and University of Zurich, Zurich, Switzerland
| | - Jerome Bertherat
- Université Paris Cité, Institut Cochin, Inserm U1016, CNRS UMR8104, Service d'Endocrinologie, Hopital Cochin, APHP, Paris, France
| | - Alfredo Berruti
- Oncology, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health Medical, ASST-Spedali Civili, University of Brescia, Brescia, Italy
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Libé R, Huillard O. Adrenocortical carcinoma: Diagnosis, prognostic classification and treatment of localized and advanced disease. Cancer Treat Res Commun 2023; 37:100759. [PMID: 37690343 DOI: 10.1016/j.ctarc.2023.100759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 08/31/2023] [Accepted: 09/04/2023] [Indexed: 09/12/2023]
Abstract
Adrenocortical carcinoma (ACC) is a rare cancer with an estimated incidence of 0.7 to 2.0 cases per 1 million population per year in the United States. It is an aggressive cancer originating in the cortex of the adrenal gland with a poor prognosis. The 5-year survival rate is less than 15% among patients with metastatic disease. In this article, we review the epidemiology and pathogenesis of ACC, the diagnostic procedures, the prognostic classification of ACC, and the treatment options from localized and resectable forms to advanced disease detailing recent therapeutic developments such as immunotherapy and molecularly targeted therapy.
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Affiliation(s)
- Rossella Libé
- Service Endocrinologie, AP-HP, Hôpital Cochin, French National Network, ENDOCAN-COMETE, F-75014, Paris, France
| | - Olivier Huillard
- Institut du Cancer Paris CARPEM, AP-HP, Department of medical oncology, Hôpital Cochin, F-75014, Paris, France.
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Wang Q, Sun N, Meixner R, Le Gleut R, Kunzke T, Feuchtinger A, Wang J, Shen J, Kircher S, Dischinger U, Weigand I, Beuschlein F, Fassnacht M, Kroiss M, Walch A. Metabolic heterogeneity in adrenocortical carcinoma impacts patient outcomes. JCI Insight 2023; 8:e167007. [PMID: 37606037 PMCID: PMC10543722 DOI: 10.1172/jci.insight.167007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 07/06/2023] [Indexed: 08/23/2023] Open
Abstract
Spatially resolved metabolomics enables the investigation of tumoral metabolites in situ. Inter- and intratumor heterogeneity are key factors associated with patient outcomes. Adrenocortical carcinoma (ACC) is an exceedingly rare tumor associated with poor survival. Its clinical prognosis is highly variable, but the contributions of tumor metabolic heterogeneity have not been investigated thus far to our knowledge. An in-depth understanding of tumor heterogeneity requires molecular feature-based identification of tumor subpopulations associated with tumor aggressiveness. Here, using spatial metabolomics by high-mass resolution MALDI Fourier transform ion cyclotron resonance mass spectrometry imaging, we assessed metabolic heterogeneity by de novo discovery of metabolic subpopulations and Simpson's diversity index. After identification of tumor subpopulations in 72 patients with ACC, we additionally performed a comparison with 25 tissue sections of normal adrenal cortex to identify their common and unique metabolic subpopulations. We observed variability of ACC tumor heterogeneity and correlation of high metabolic heterogeneity with worse clinical outcome. Moreover, we identified tumor subpopulations that served as independent prognostic factors and, furthermore, discovered 4 associated anticancer drug action pathways. Our research may facilitate comprehensive understanding of the biological implications of tumor subpopulations in ACC and showed that metabolic heterogeneity might impact chemotherapy.
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Affiliation(s)
- Qian Wang
- Research Unit Analytical Pathology and
| | - Na Sun
- Research Unit Analytical Pathology and
| | - Raphael Meixner
- Core Facility Statistical Consulting, Helmholtz Zentrum München Deutsches Forschungszentrum für Gesundheit und Umwelt, Neuherberg, Germany
| | - Ronan Le Gleut
- Core Facility Statistical Consulting, Helmholtz Zentrum München Deutsches Forschungszentrum für Gesundheit und Umwelt, Neuherberg, Germany
| | | | | | - Jun Wang
- Research Unit Analytical Pathology and
| | - Jian Shen
- Research Unit Analytical Pathology and
| | | | - Ulrich Dischinger
- Division of Endocrinology and Diabetes, Department of Internal Medicine, University Hospital of Wuerzburg, Wuerzburg, Germany
| | - Isabel Weigand
- Division of Endocrinology and Diabetes, Department of Internal Medicine, University Hospital of Wuerzburg, Wuerzburg, Germany
- Department of Internal Medicine IV, LMU Hospital, Ludwig-Maximilians-Universität München (LMU), Munich, Germany
| | - Felix Beuschlein
- Department of Internal Medicine IV, LMU Hospital, Ludwig-Maximilians-Universität München (LMU), Munich, Germany
- Department of Endocrinology, Diabetology and Clinical Nutrition, University Hospital Zurich (USZ) and University of Zurich (UZH), Zurich, Switzerland
| | - Martin Fassnacht
- Division of Endocrinology and Diabetes, Department of Internal Medicine, University Hospital of Wuerzburg, Wuerzburg, Germany
- Comprehensive Cancer Center Mainfranken, University Hospital of Wuerzburg, Wuerzburg, Germany
| | - Matthias Kroiss
- Division of Endocrinology and Diabetes, Department of Internal Medicine, University Hospital of Wuerzburg, Wuerzburg, Germany
- Department of Internal Medicine IV, LMU Hospital, Ludwig-Maximilians-Universität München (LMU), Munich, Germany
- Comprehensive Cancer Center Mainfranken, University Hospital of Wuerzburg, Wuerzburg, Germany
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8
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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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9
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Libé R, Haissaguerre M, Renaudin K, Faron M, Decaussin-Petrucci M, Deschamps F, Gimenez-Roqueplo AP, Mirallie E, Murez T, Pattou F, Rocher L, Taïeb D, Savoie PH, Tabarin A, Bertherat J, Baudin E, de la Fouchardière C. [Guidelines of the French National ENDOCAN-COMETE, Association of Endocrine Surgery, Society of Urology for the management of adrenocortical carcinoma]. Bull Cancer 2023; 110:707-730. [PMID: 37061367 DOI: 10.1016/j.bulcan.2023.03.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Revised: 03/01/2023] [Accepted: 03/08/2023] [Indexed: 04/17/2023]
Abstract
The adrenocortical carcinoma (ACC) is a primary malignant tumor developed from the adrenal cortex, defined by a Weiss score≥3. Its prognosis is poor and depends mainly on the stage of the disease at diagnosis. Care is organized in France by the multidisciplinary expert centers of the national ENDOCAN-COMETE "Adrenal Cancers" network, certified by the National Cancer Institute. This document updates the guidelines for the management of ACC in adults based on the most robust data in the literature. It's divided into 11 chapters: (1) circumstances of discovery; (2) pre-therapeutic assessment; (3) diagnosis of ACC; (4) oncogenetics; (5) prognostic classifications; (6) treatment of hormonal hypersecretion; (7) treatment of localized forms; (8) treatment of relapses; (9) treatment of advanced forms; (10) follow-up; (11) the particular case of ACC and pregnancy. R0 resection of all localized ACC remains an unmet need and it must be performed in expert centers. Flow-charts for the therapeutic management of localized ACC, relapse or advanced ACC are provided. It was written by the experts from the national ENDOCAN-COMETE network and validated by all French Societies involved in the management of these patients (endocrinology, medical oncology, endocrine surgery, urology, pathology, genetics, nuclear medicine, radiology, interventional radiology).
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Affiliation(s)
- Rossella Libé
- CHU Paris Centre, hôpital Cochin, centre coordonnateur ENDOCAN-COMETE, service d'endocrinologie, Paris, France.
| | - Magalie Haissaguerre
- CHU de Bordeaux, hôpital Haut-Lévêque, centre coordonnateur ENDOCAN-COMETE, service d'endocrinologie, Pessac, France
| | - Karine Renaudin
- CHU de Nantes, hôpital Hôtel-Dieu, service d'anatomie pathologique, Nantes, France
| | - Matthieu Faron
- Gustave-Roussy Cancer Campus, service de chirurgie viscérale oncologique, Villejuif, France
| | | | - Fréderic Deschamps
- Gustave-Roussy Cancer Campus, département de radiologie interventionnelle, Villejuif, France
| | | | - Eric Mirallie
- CHU de Nantes, hôpital Hôtel-Dieu, institut des maladies de l'appareil digestif, chirurgie cancérologique, digestive et endocrinienne, Nantes, France
| | - Thibaut Murez
- CHU de Montpellier, département d'urologie et transplantation rénale, Montpellier, France
| | - François Pattou
- CHRU de Lille, département de chirurgie endocrinienne et métabolique, Lille, France
| | - Laurence Rocher
- Hôpitaux et université Paris Saclay, hôpital Antoine-Béclère, service de radiologie, Clamart, France
| | - David Taïeb
- La Timone University Hospital, Aix-Marseille University, CERIMED, département de médecine nucléaire, Marseille, France
| | - Pierre Henri Savoie
- Hôpital d'instruction des Armées Sainte-Anne, service d'urologie, Toulon, France
| | - Antoine Tabarin
- CHU de Bordeaux, hôpital Haut-Lévêque, centre coordonnateur ENDOCAN-COMETE, service d'endocrinologie, Pessac, France
| | - Jérôme Bertherat
- CHU Paris Centre, hôpital Cochin, centre coordonnateur ENDOCAN-COMETE, service d'endocrinologie, Paris, France
| | - Eric Baudin
- Gustave-Roussy Cancer Campus, centre coordonnateur ENDOCAN-COMETE, service de cancérologie endocrine, Villejuif, France
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10
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Luconi M, Cantini G, van Leeuwaarde RS, Roebaar R, Fei L, Propato AP, Santi R, Ercolino T, Mannelli M, Canu L, de Krijger RR, Nesi G. Prognostic Value of Microscopic Tumor Necrosis in Adrenal Cortical Carcinoma. Endocr Pathol 2023:10.1007/s12022-023-09760-6. [PMID: 36952130 DOI: 10.1007/s12022-023-09760-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/08/2023] [Indexed: 03/24/2023]
Abstract
Adrenal cortical carcinoma (ACC) is an uncommon neoplasm with variable prognosis. Several histologic criteria have been identified as predictors of malignancy in adrenal cortical tumors. The Weiss score is the system most widely employed for diagnostic purposes, but also possesses prognostic value. We aim to determine the relative impact of each Weiss parameter on ACC patient survival. A multicenter retrospective analysis was conducted on a series of 79 conventional ACCs surgically treated at the Florence and Utrecht centers of the European Network for the Study of Adrenal Tumors (ENSAT). Weiss classification was recapitulated using principal component analysis (PCA). The Kaplan-Meier and Cox multivariate regression analyses were applied in order to estimate the prognostic power of Weiss versus other clinical parameters. PCA reduced the nine Weiss parameters to the best fitting 4-component model, each parameter clustering with a single component. Necrosis and venous invasion clustered together with the highest scores, thus establishing the most relevant component (Component 1) to explain Weiss distribution variability. Only Component 1 significantly predicted overall survival (OS, log-rank = 0.008) and disease-free survival (DFS, log-rank < 0.001). When considering the prognostic power of Weiss parameters, necrosis alone could independently assess OS (log-rank = 0.004) and DFS (log-rank < 0.001) at both the Kaplan-Meier and multivariate Cox regression analyses [hazard ratio (HR) = 7.8, 95% confidence interval [CI] = 1.0-63.5, p = 0.05, and HR = 12.2, 95% CI = 1.6-95.0, p = 0.017, respectively]. The presence of necrosis significantly shortened time to survival (TtS) and time to recurrence (TtR), 57.5 [31.5-103.5] vs 34 [12-78] months (p = 0.05) and 57.5 [31.5-103.5] vs 7 [1.0-31.5] months (p < 0.001), respectively. Our study suggests that, of the Weiss parameters, necrosis is the most powerful adverse factor and the best predictor of OS and DFS in ACC patients.
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Affiliation(s)
- Michaela Luconi
- Endocrinology Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Viale Gaetano Pieraccini 6, Florence, 50139, Italy.
- Centro di Ricerca E Innovazione Sulle Patologie Surrenaliche, AOU Careggi, 50134, Florence, Italy.
- ENS@T Center of Excellence, Florence, Italy.
| | - Giulia Cantini
- Endocrinology Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Viale Gaetano Pieraccini 6, Florence, 50139, Italy
- Centro di Ricerca E Innovazione Sulle Patologie Surrenaliche, AOU Careggi, 50134, Florence, Italy
- ENS@T Center of Excellence, Florence, Italy
| | - Rachel S van Leeuwaarde
- Department of Endocrine Oncology, University Medical Center Utrecht, Utrecht, 3584 CX, The Netherlands
| | - Rogina Roebaar
- Department of Endocrine Oncology, University Medical Center Utrecht, Utrecht, 3584 CX, The Netherlands
| | - Laura Fei
- Endocrinology Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Viale Gaetano Pieraccini 6, Florence, 50139, Italy
| | - Arianna Pia Propato
- Endocrinology Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Viale Gaetano Pieraccini 6, Florence, 50139, Italy
| | - Raffaella Santi
- Pathology Section, Department of Health Sciences, University of Florence, Viale Gaetano Pieraccini 6, Florence, 50139, Italy
| | - Tonino Ercolino
- Endocrinology Unit, Careggi University Hospital (AOUC), Florence, 50139, Italy
| | - Massimo Mannelli
- Endocrinology Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Viale Gaetano Pieraccini 6, Florence, 50139, Italy
- Centro di Ricerca E Innovazione Sulle Patologie Surrenaliche, AOU Careggi, 50134, Florence, Italy
- ENS@T Center of Excellence, Florence, Italy
| | - Letizia Canu
- Endocrinology Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Viale Gaetano Pieraccini 6, Florence, 50139, Italy
- Centro di Ricerca E Innovazione Sulle Patologie Surrenaliche, AOU Careggi, 50134, Florence, Italy
- ENS@T Center of Excellence, Florence, Italy
| | - Ronald R de Krijger
- Princess Maxima Center for Pediatric Oncology, Utrecht, 3584 CS, The Netherlands
- Department of Pathology, University Medical Center Utrecht, Utrecht, 3584 CX, The Netherlands
| | - Gabriella Nesi
- Centro di Ricerca E Innovazione Sulle Patologie Surrenaliche, AOU Careggi, 50134, Florence, Italy.
- ENS@T Center of Excellence, Florence, Italy.
- Pathology Section, Department of Health Sciences, University of Florence, Viale Gaetano Pieraccini 6, Florence, 50139, Italy.
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11
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Abstract
Adrenal cortical carcinoma (ACC) is a rare and aggressive malignancy that poses challenging issues regarding the diagnostic workup. Indeed, no presurgical technique or clinical parameters can reliably distinguish between adrenal cortical adenomas, which are more frequent and have a favorable outcome, and ACC, and the final diagnosis largely relies on histopathologic analysis of the surgical specimen. However, even the pathologic assessment of malignancy in an adrenal cortical lesion is not straightforward and requires a combined evaluation of multiple histopathologic features. Starting from the Weiss score, which was developed in 1984, several histopathologic scoring systems have been designed to tackle the difficulties of ACC diagnosis. Dealing with specific histopathologic variants (eg, Liss-Weiss-Bisceglia scoring system for oncocytic ACC) or patient characteristics (eg, Wieneke index in the pediatric setting), these scores remarkably improved the diagnostic workup of ACC and its subtypes. Nevertheless, cases with misleading features or discordant correlations between pathologic findings and clinical behavior still occur. Owing to multicentric collaborative studies integrating morphologic features with ancillary immunohistochemical markers and molecular analysis, ACC has eventually emerged as a multifaceted, heterogenous malignancy, and, while innovative and promising approaches are currently being tested, the future clinical management of patients with ACC will mainly rely on personalized medicine and target-therapy protocols. At the dawn of the new Fifth World Health Organization classification of endocrine tumors, this review will tackle ACC from the pathologist's perspective, thus focusing on the main available diagnostic, prognostic, and predictive tissue-tethered features and biomarkers and providing relevant clinical and molecular correlates.
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12
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Lerario AM, Mohan DR, Hammer GD. Update on Biology and Genomics of Adrenocortical Carcinomas: Rationale for Emerging Therapies. Endocr Rev 2022; 43:1051-1073. [PMID: 35551369 PMCID: PMC9695111 DOI: 10.1210/endrev/bnac012] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Indexed: 11/19/2022]
Abstract
The adrenal glands are paired endocrine organs that produce steroid hormones and catecholamines required for life. Adrenocortical carcinoma (ACC) is a rare and often fatal cancer of the peripheral domain of the gland, the adrenal cortex. Recent research in adrenal development, homeostasis, and disease have refined our understanding of the cellular and molecular programs controlling cortical growth and renewal, uncovering crucial clues into how physiologic programs are hijacked in early and late stages of malignant neoplasia. Alongside these studies, genome-wide approaches to examine adrenocortical tumors have transformed our understanding of ACC biology, and revealed that ACC is composed of distinct molecular subtypes associated with favorable, intermediate, and dismal clinical outcomes. The homogeneous transcriptional and epigenetic programs prevailing in each ACC subtype suggest likely susceptibility to any of a plethora of existing and novel targeted agents, with the caveat that therapeutic response may ultimately be limited by cancer cell plasticity. Despite enormous biomedical research advances in the last decade, the only potentially curative therapy for ACC to date is primary surgical resection, and up to 75% of patients will develop metastatic disease refractory to standard-of-care adjuvant mitotane and cytotoxic chemotherapy. A comprehensive, integrated, and current bench-to-bedside understanding of our field's investigations into adrenocortical physiology and neoplasia is crucial to developing novel clinical tools and approaches to equip the one-in-a-million patient fighting this devastating disease.
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Affiliation(s)
- Antonio Marcondes Lerario
- Department of Internal Medicine, Division of Metabolism, Endocrinology, and Diabetes, University of Michigan, Ann Arbor, Michigan 48109-2200, USA
| | - Dipika R Mohan
- Medical Scientist Training Program, University of Michigan, Ann Arbor, Michigan 48109-2200, USA
| | - Gary D Hammer
- Department of Internal Medicine, Division of Metabolism, Endocrinology, and Diabetes, University of Michigan, Ann Arbor, Michigan 48109-2200, USA
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan 48109-2200, USA
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan 48109-2200, USA
- Department of Cell & Developmental Biology, University of Michigan, Ann Arbor, Michigan 48109-2200, USA
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13
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Lippert J, Fassnacht M, Ronchi CL. The role of molecular profiling in adrenocortical carcinoma. Clin Endocrinol (Oxf) 2022; 97:460-472. [PMID: 34750847 DOI: 10.1111/cen.14629] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 10/18/2021] [Accepted: 10/23/2021] [Indexed: 11/29/2022]
Abstract
Adrenocortical carcinoma (ACC) is a rare, aggressive cancer with still partially unknown pathogenesis, heterogenous clinical behaviour and no effective treatment for advanced stages. Therefore, there is an urgent clinical unmet need for better prognostication strategies, innovative therapies and significant improvement of the management of the individual patients. In this review, we summarize available studies on molecular prognostic markers and markers predictive of response to standard therapies as well as newly proposed drug targets in sporadic ACC. We include in vitro studies and available clinical trials, focusing on alterations at the DNA, RNA and epigenetic levels. We also discuss the potential of biomarkers to be implemented in a clinical routine workflow for improved ACC patient care.
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Affiliation(s)
- Juliane Lippert
- Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital, University of Würzburg, Würzburg, Germany
| | - Martin Fassnacht
- Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital, University of Würzburg, Würzburg, Germany
| | - Cristina L Ronchi
- Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital, University of Würzburg, Würzburg, Germany
- College of Medical and Dental Sciences, Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK
- Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK
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14
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Terzolo M, Fassnacht M. ENDOCRINE TUMOURS: Our experience with the management of patients with non-metastatic adrenocortical carcinoma. Eur J Endocrinol 2022; 187:R27-R40. [PMID: 35695575 DOI: 10.1530/eje-22-0260] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 06/13/2022] [Indexed: 11/08/2022]
Abstract
Adrenocortical carcinoma (ACC) accounts for a minority of all malignant tumors in adults. Surgery remains the most important therapeutic option for non-metastatic ACC. Whether a subset of patients with small ACC may benefit from minimally invasive surgery remains a debated issue, but we believe that surgeon's expertise is more important than surgical technique to determine outcome. However, even a state-of-the-art surgery cannot prevent disease recurrence that is determined mainly by specific tumor characteristics. We consider that the concomitant presence of the following features characterizes a cohort of patients at low risk of recurrence, (i) R0 resection (microscopically free margin), (ii) localized disease (stage I-II ACC), and (iii) low-grade tumor (ki-67 <10%). After the ADIUVO study, we do not recommend adjuvant mitotane as a routine measure for such patients, who can be managed with active surveillance thus sparing a toxic treatment. Patients at average risk of recurrence should be treated with adjuvant mitotane. For patients at very high risk of recurrence, defined as the presence of at least one of the following: Ki67 >30%, large venous tumor thrombus, R1 resection or stage IV ACC, we increasingly recommend to combine mitotane with four cycles of platinum-based chemotherapy. However, patients at moderate-to-high risk of recurrence should be ideally enrolled in the ongoing ADIUVO2 trial. We do not use adjuvant radiotherapy of the tumor bed frequently at our institutions, and we select patients with incomplete resection, either microscopically or macroscopically, for this treatment. In the long-term, prospective multicenter trials are required to improve patient care.
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Affiliation(s)
- Massimo Terzolo
- Internal Medicine, Department of Clinical and Biological Sciences, S. Luigi Hospital, Orbassano, University of Turin, Turin, Italy
| | - Martin Fassnacht
- Division of Endocrinology and Diabetes, Department of Internal Medicine, University Hospital, University of Würzburg, Würzburg, Germany
- Comprehensive Cancer Center Mainfranken, University of Würzburg, Würzburg, Germany
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15
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Luo Y, Chen Q, Lin J. Identification and validation of a tumor mutation burden-related signature combined with immune microenvironment infiltration in adrenocortical carcinoma. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2022; 19:7055-7075. [PMID: 35730296 DOI: 10.3934/mbe.2022333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Tumor mutation burden (TMB), an emerging molecular determinant, is accompanied by microsatellite instability and immune infiltrates in various malignancies. However, whether TMB is related to the prognosis or immune responsiveness of adrenocortical carcinoma (ACC) remains to be elucidated. This paper aims to investigate the impact of TMB on the prognosis and immune microenvironment infiltration in ACC. The somatic mutation data, gene expression profile, and corresponding clinicopathological information were retrieved from TCGA. The mutation landscape was summarized and visualized with the waterfall diagram. The ACC patients were divided into low and high TMB groups based on the median TMB value and differentially expressed genes (DEGs) between the two groups were identified. Diverse functional analyses were conducted to determine the functionality of the DEGs. The immune cell infiltration signatures were evaluated based on multiple algorithms. Eventually, a TMB Prognostic Signature (TMBPS) was established and its predictive accuracy for ACC was evaluated. Single nucleotide polymorphism and C > T were found to be more common than other missense mutations. In addition, lower TMB levels indicated improved survival outcomes and were correlated with younger age and earlier clinical stage. Functional analysis suggested that DEGs were primarily related to the cell cycle, DNA replication, and cancer progression. Additionally, significant differences in infiltration levels of activated CD4+ T cells, naive B cells, and activated NK cells were observed in two TMB groups. We also found that patients with higher TMBPS showed worse survival outcomes, which was validated in the Gene Expression Omnibus database. Our study systematically analyzed the mutation and identified a TMBPS combined with immune microenvironment infiltration in ACC. It is expected that this paper can promote the development of ACC treatment strategies.
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Affiliation(s)
- Yong Luo
- Department of Urology, the Second People's Hospital of Foshan, Affiliated Foshan Hospital of Southern Medical University, Foshan 528000, China
| | - Qingbiao Chen
- Department of Urology, the Second People's Hospital of Foshan, Affiliated Foshan Hospital of Southern Medical University, Foshan 528000, China
| | - Jingbo Lin
- Department of Urology, the Second People's Hospital of Foshan, Affiliated Foshan Hospital of Southern Medical University, Foshan 528000, China
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16
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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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17
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Jouinot A, Lippert J, Sibony M, Violon F, Jeanpierre L, De Murat D, Armignacco R, Septier A, Perlemoine K, Letourneur F, Izac B, Ragazzon B, Leroy K, Pasmant E, North MO, Gaujoux S, Dousset B, Groussin L, Libe R, Terris B, Fassnacht M, Ronchi CL, Bertherat J, Assie G. Transcriptome in paraffin samples for the diagnosis and prognosis of adrenocortical carcinoma. Eur J Endocrinol 2022; 186:607-617. [PMID: 35266879 PMCID: PMC9066577 DOI: 10.1530/eje-21-1228] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 03/10/2022] [Indexed: 11/08/2022]
Abstract
DESIGN Molecular classification is important for the diagnosis and prognosis of adrenocortical tumors (ACT). Transcriptome profiles separate adrenocortical adenomas 'C2' from carcinomas, and identify two groups of carcinomas 'C1A' and 'C1B', of poor and better prognosis respectively. However, many ACT cannot be profiled because of improper or absent freezing procedures, a mandatory requirement so far. The main aim was to determine transcriptome profiles on formalin-fixed paraffin-embedded (FFPE) samples, using the new 3'-end RNA-sequencing technology. A secondary aim was to demonstrate the ability of this technique to explore large FFPE archives, by focusing on the rare oncocytic ACT variants. METHODS We included 131 ACT: a training cohort from Cochin hospital and an independent validation cohort from Wuerzburg hospital. The 3' transcriptome was generated from FFPE samples using QuantSeq (Lexogen, Vienna, Austria) and NextSeq500 (Illumina, San Diego, CA, USA). RESULTS In the training cohort, unsupervised clustering identified three groups: 'C1A' aggressive carcinomas (n = 28, 29%), 'C1B' more indolent carcinomas (n = 28, 29%), and 'C2' adenomas (n = 39, 41%). The prognostic value of FFPE transcriptome was confirmed in the validation cohort (5-year OS: 26% in 'C1A' (n = 26) and 100% in 'C1B' (n = 10), P = 0.003). FFPE transcriptome was an independent prognostic factor in a multivariable model including tumor stage and Ki-67 (OS HR: 7.5, P = 0.01). Oncocytic ACT (n = 19) did not form any specific cluster. Oncocytic carcinomas (n = 6) and oncocytic ACT of uncertain malignant potential (n = 4) were all in 'C1B'. CONCLUSIONS The 3' RNA-sequencing represents a convenient solution for determining ACT molecular class from FFPE samples. This technique should facilitate routine use and large retrospective studies.
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Affiliation(s)
- Anne Jouinot
- Université de Paris, Institut Cochin, INSERM U-1016, CNRS UMR-8104, Paris, France
- Endocrinology, AP-HP Hôpital Cochin, Paris, France
- Institut Curie, INSERM U900, MINES ParisTech, PSL-Research University, CBIO-Centre for Computational Biology, Paris, France
| | - Juliane Lippert
- Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital, University of Wuerzburg, Wuerzburg, Germany
| | - Mathilde Sibony
- Université de Paris, Institut Cochin, INSERM U-1016, CNRS UMR-8104, Paris, France
- Pathology, AP-HP Hôpital Cochin, Paris, France
| | - Florian Violon
- Université de Paris, Institut Cochin, INSERM U-1016, CNRS UMR-8104, Paris, France
- Pathology, AP-HP Hôpital Cochin, Paris, France
| | - Lindsay Jeanpierre
- Université de Paris, Institut Cochin, INSERM U-1016, CNRS UMR-8104, Paris, France
- Pathology, AP-HP Hôpital Cochin, Paris, France
| | - Daniel De Murat
- Université de Paris, Institut Cochin, INSERM U-1016, CNRS UMR-8104, Paris, France
| | - Roberta Armignacco
- Université de Paris, Institut Cochin, INSERM U-1016, CNRS UMR-8104, Paris, France
| | - Amandine Septier
- Université de Paris, Institut Cochin, INSERM U-1016, CNRS UMR-8104, Paris, France
| | - Karine Perlemoine
- Université de Paris, Institut Cochin, INSERM U-1016, CNRS UMR-8104, Paris, France
| | - Franck Letourneur
- Université de Paris, Institut Cochin, INSERM U-1016, CNRS UMR-8104, Paris, France
| | - Brigitte Izac
- Université de Paris, Institut Cochin, INSERM U-1016, CNRS UMR-8104, Paris, France
| | - Bruno Ragazzon
- Université de Paris, Institut Cochin, INSERM U-1016, CNRS UMR-8104, Paris, France
| | - Karen Leroy
- Genetics and Molecular Biology, AP-HP Hôpital Cochin, Paris, France
| | - Eric Pasmant
- Genetics and Molecular Biology, AP-HP Hôpital Cochin, Paris, France
| | | | - Sébastien Gaujoux
- Université de Paris, Institut Cochin, INSERM U-1016, CNRS UMR-8104, Paris, France
- Digestive and Endocrine Surgery, AP-HP Hôpital Cochin, Paris, France
| | - Bertrand Dousset
- Université de Paris, Institut Cochin, INSERM U-1016, CNRS UMR-8104, Paris, France
- Digestive and Endocrine Surgery, AP-HP Hôpital Cochin, Paris, France
| | - Lionel Groussin
- Université de Paris, Institut Cochin, INSERM U-1016, CNRS UMR-8104, Paris, France
- Endocrinology, AP-HP Hôpital Cochin, Paris, France
| | - Rossella Libe
- Université de Paris, Institut Cochin, INSERM U-1016, CNRS UMR-8104, Paris, France
- Endocrinology, AP-HP Hôpital Cochin, Paris, France
| | | | - Martin Fassnacht
- Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital, University of Wuerzburg, Wuerzburg, Germany
| | - Cristina L Ronchi
- Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital, University of Wuerzburg, Wuerzburg, Germany
- Institute of Metabolism and System Research, University of Birmingham, Birmingham, UK
- Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK
- Correspondence should be addressed to C L Ronchi or G Assié; or
| | - Jérôme Bertherat
- Université de Paris, Institut Cochin, INSERM U-1016, CNRS UMR-8104, Paris, France
- Endocrinology, AP-HP Hôpital Cochin, Paris, France
| | - Guillaume Assie
- Université de Paris, Institut Cochin, INSERM U-1016, CNRS UMR-8104, Paris, France
- Endocrinology, AP-HP Hôpital Cochin, Paris, France
- Correspondence should be addressed to C L Ronchi or G Assié; or
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Mete O, Erickson LA, Juhlin CC, de Krijger RR, Sasano H, Volante M, Papotti MG. Overview of the 2022 WHO Classification of Adrenal Cortical Tumors. Endocr Pathol 2022; 33:155-196. [PMID: 35288842 PMCID: PMC8920443 DOI: 10.1007/s12022-022-09710-8] [Citation(s) in RCA: 78] [Impact Index Per Article: 39.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/12/2022] [Indexed: 12/13/2022]
Abstract
The new WHO classification of adrenal cortical proliferations reflects translational advances in the fields of endocrine pathology, oncology and molecular biology. By adopting a question-answer framework, this review highlights advances in knowledge of histological features, ancillary studies, and associated genetic findings that increase the understanding of the adrenal cortex pathologies that are now reflected in the 2022 WHO classification. The pathological correlates of adrenal cortical proliferations include diffuse adrenal cortical hyperplasia, adrenal cortical nodular disease, adrenal cortical adenomas and adrenal cortical carcinomas. Understanding germline susceptibility and the clonal-neoplastic nature of individual adrenal cortical nodules in primary bilateral macronodular adrenal cortical disease, and recognition of the clonal-neoplastic nature of incidentally discovered non-functional subcentimeter benign adrenal cortical nodules has led to redefining the spectrum of adrenal cortical nodular disease. As a consequence, the most significant nomenclature change in the field of adrenal cortical pathology involves the refined classification of adrenal cortical nodular disease which now includes (a) sporadic nodular adrenocortical disease, (b) bilateral micronodular adrenal cortical disease, and (c) bilateral macronodular adrenal cortical disease (formerly known primary bilateral macronodular adrenal cortical hyperplasia). This group of clinicopathological entities are reflected in functional adrenal cortical pathologies. Aldosterone producing cortical lesions can be unifocal or multifocal, and may be bilateral with no imaging-detected nodule(s). Furthermore, not all grossly or radiologically identified adrenal cortical lesions may be the source of aldosterone excess. For this reason, the new WHO classification endorses the nomenclature of the HISTALDO classification which uses CYP11B2 immunohistochemistry to identify functional sites of aldosterone production to help predict the risk of bilateral disease in primary aldosteronism. Adrenal cortical carcinomas are subtyped based on their morphological features to include conventional, oncocytic, myxoid, and sarcomatoid subtypes. Although the classic histopathologic criteria for diagnosing adrenal cortical carcinomas have not changed, the 2022 WHO classification underscores the diagnostic and prognostic impact of angioinvasion (vascular invasion) in these tumors. Microscopic angioinvasion is defined as tumor cells invading through a vessel wall and forming a thrombus/fibrin-tumor complex or intravascular tumor cells admixed with platelet thrombus/fibrin. In addition to well-established Weiss and modified Weiss scoring systems, the new WHO classification also expands on the use of other multiparameter diagnostic algorithms (reticulin algorithm, Lin-Weiss-Bisceglia system, and Helsinki scoring system) to assist the workup of adrenal cortical neoplasms in adults. Accordingly, conventional carcinomas can be assessed using all multiparameter diagnostic schemes, whereas oncocytic neoplasms can be assessed using the Lin-Weiss-Bisceglia system, reticulin algorithm and Helsinki scoring system. Pediatric adrenal cortical neoplasms are assessed using the Wieneke system. Most adult adrenal cortical carcinomas show > 5 mitoses per 10 mm2 and > 5% Ki67. The 2022 WHO classification places an emphasis on an accurate assessment of tumor proliferation rate using both the mitotic count (mitoses per 10 mm2) and Ki67 labeling index which play an essential role in the dynamic risk stratification of affected patients. Low grade carcinomas have mitotic rate of ≤ 20 mitoses per 10 mm2, whereas high-grade carcinomas show > 20 mitoses per 10 mm2. Ki67-based tumor grading has not been endorsed in the new WHO classification, since the proliferation indices are continuous variables rather than being static thresholds in tumor biology. This new WHO classification emphasizes the role of diagnostic and predictive biomarkers in the workup of adrenal cortical neoplasms. Confirmation of the adrenal cortical origin of a tumor remains a critical requirement when dealing with non-functional lesions in the adrenal gland which may be mistaken for a primary adrenal cortical neoplasm. While SF1 is the most reliable biomarker in the confirmation of adrenal cortical origin, paranuclear IGF2 expression is a useful biomarker in the distinction of malignancy in adrenal cortical neoplasms. In addition to adrenal myelolipoma, the new classification of adrenal cortical tumors has introduced new sections including adrenal ectopia, based on the potential role of such ectopic tissue as a possible source of neoplastic proliferations as well as a potential mimicker of metastatic disease. Adrenal cysts are also discussed in the new classification as they may simulate primary cystic adrenal neoplasms or even adrenal cortical carcinomas in the setting of an adrenal pseudocyst.
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Affiliation(s)
- Ozgur Mete
- Department of Pathology, University Health Network, Toronto, ON, Canada.
- Endocrine Oncology Site, Princess Margaret Cancer Centre, Toronto, ON, Canada.
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada.
| | - Lori A Erickson
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - C Christofer Juhlin
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Department of Pathology and Cancer Diagnostics, Karolinska University Hospital, Stockholm, Sweden
| | - Ronald R de Krijger
- Princess Maxima Center for Pediatric Oncology, and Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Hironobu Sasano
- Department of Pathology, Tohoku University School of Medicine, Sendai, Japan
| | - Marco Volante
- Department of Pathology, University of Turin, Turin, Italy
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19
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de Jong MC, Patel N, Hassan-Smith Z, Mihai R, Khan S. Sarcopenia is Associated with Reduced Survival following Surgery for Adrenocortical Carcinoma. Endocr Res 2022; 47:8-17. [PMID: 34340645 DOI: 10.1080/07435800.2021.1954942] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
AIM Adrenocortical cancer (ACC) is an aggressive malignancy and robust prognostic factors remain unclear. The presence of sarcopenia has been shown to negatively impact survival for other malignancies, but has not been extensively analyzed in ACC. METHODS Patients who underwent resection of their ACC between 2010 and 2020 were identified; therapeutic, operative, and outcome data were analyzed. Sarcopenia was assessed by calculation of the skeletal muscle index (SMI) and was defined as an SMI <52.4cm2/m2 for males and <38.5cm2/m2 for females. RESULTS Data on 35 patients (18 F: 17 M; median age 54 [range: 18-86]) who had primary surgical treatment were analyzed. Median tumor size was 10 cm [range:3-15]. In eleven patients (31%), the tumor was hormonally active (cortisol = 8;23%). Seventeen patients (49%) were classified as having sarcopenia on their pre-operative CT scan. The Intraclass Correlation Coefficient (ICC) for intra- and inter-observer variability showed very good agreement (0.99 and 0.98). There was no difference in incidence of sarcopenia stratifying for sex, BMI, or tumor-size, but incidence was higher with increasing age (p < .05). Overall median survival was 36 months, with 1- and 3-year survival rates of 77% and 52%. The presence of sarcopenia was strongly associated with a shorter overall survival (HR = 3.21; [95%CI: 1.06-9.69];p = .03) on unadjusted analyses. Moreover, age, higher T-stage, and presence of capsular invasion were also associated with poorer survival on univariable analyses. CONCLUSION The presence of sarcopenia in patients undergoing surgery for ACC could be a predictor of reduced overall survival, although replications of these analyses should be performed in similar, larger cohorts. Specifically, the influence of a patient's hormonal status on the manifestation of sarcopenia should be further defined.
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Affiliation(s)
- Mechteld C de Jong
- Department of Endocrine Surgery - Churchill Cancer Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Neel Patel
- Department of Radiology - Churchill Cancer Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Zaki Hassan-Smith
- Centre for Endocrinology, Diabetes & Metabolism, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Radu Mihai
- Department of Endocrine Surgery - Churchill Cancer Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Shahab Khan
- Department of Endocrine Surgery - Churchill Cancer Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
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20
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Grisanti S, Cosentini D, Sigala S, Berruti A. Molecular genotyping of adrenocortical carcinoma: a systematic analysis of published literature 2019-2021. Curr Opin Oncol 2022; 34:19-28. [PMID: 34669649 PMCID: PMC10863665 DOI: 10.1097/cco.0000000000000799] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
PURPOSE OF REVIEW comprehensive molecular characterization of adrenocortical carcinoma (ACC) through next-generation sequencing and bioinformatics analyses is expanding the number of targets with potential prognostic and therapeutic value. We performed a critical review of recent published literature on genotyping of ACC. RECENT FINDINGS 423 studies were published between 2019 and 2021. After manual curation we summarized selected evidence in two thematic areas: germline deoxyribonucleic acid (DNA) variations, genomic alterations and prognosis. SUMMARY the evolving genomic landscape of ACC requires target validation in terms of prognostic and predictive value within scientific consortia. Although the existing multiple driver genes are difficult targets in the perspective of precision oncology, alterations in DNA damage repair genes or in promoter hypermethylation could open new venues for repurposing of existing drugs in ACC.
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Affiliation(s)
- Salvatore Grisanti
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili
| | - Deborah Cosentini
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili
| | - Sandra Sigala
- Section of Pharmacology, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Alfredo Berruti
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili
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21
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Porubayeva EE, Pachuashvili NV, Urusova LS. [Multifactorial assessment of prognostic features of adrenocortical cancer]. Arkh Patol 2022; 84:20-27. [PMID: 36178218 DOI: 10.17116/patol20228405120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
OBJECTIVE To determine the predictors of the aggressive course of adrenocortical cancer (ACC). ACC is a rare malignant neoplasm of the adrenal cortex with a variable prognosis. At present, predicting the course of the disease and clinical outcome in patients presents significant difficulties, since many aspects of the treatment of ACC have not been studied or require clarification. In particular, the prognostic value of markers that are used in clinical practice has not been fully determined. MATERIAL AND METHODS Histological and immunohistochemical studies of the surgical material of adrenal neoplasms were performed. The study included 73 patients with a histologically confirmed diagnosis of ACC: 51 (69.9%) women and 22 (30.1%) men aged 17 to 82 years. Cox regression model was used for survival analysis. Statistically significant factors (p<0.05) according to the results of independent regression analysis were included in the Kaplan-Meier analysis followed by pairwise comparison using the log-rank test. RESULTS An increased risk of recurrence is associated with the presence of pathological mitoses and excessive secretion of aldosterone, death - with stage IV according to the classification of the European Network for the Study of Adrenal Tumors (ENSAT), relapse and death - the value of mitotic activity more than 20, the Ki-67 index more than 12, the classic variant. Mitotic activity and hormonal activity were independent predictors of recurrence-free survival, mitotic activity and ENSAT stage were independent predictors of overall survival. CONCLUSIONS In the present work, potential predictors of the course of ACC are identified, which are available for use in routine practice. Based on the totality of clinical, morphological, immunohistochemical data used in the diagnosis of ACC, a conception of the patient's survival can be obtained.
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Affiliation(s)
- E E Porubayeva
- I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - N V Pachuashvili
- I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - L S Urusova
- National Medical Research Center of Endocrinology, Moscow, Russia
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22
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Al-Ward R, Zsembery C, Habra MA. Adjuvant therapy in adrenocortical carcinoma: prognostic factors and treatment options. ENDOCRINE ONCOLOGY (BRISTOL, ENGLAND) 2022; 2:R90-R101. [PMID: 37435451 PMCID: PMC10259337 DOI: 10.1530/eo-22-0050] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 07/26/2022] [Indexed: 07/13/2023]
Abstract
Adrenocortical carcinoma (ACC) is a rare cancer with high recurrence rates and heterogeneous clinical behavior. The role of adjuvant therapy remains unclear because of the challenges in collecting high-quality data for a rare cancer. The current treatment recommendations and guidelines for adjuvant therapy are mostly derived retrospectively from national databases and the treatment outcomes of patients seen in referral centers. To better select patients for adjuvant therapy, multiple factors need to be considered including staging, markers of cellular proliferation (such as Ki67%), resection margins, hormonal function, and possibly genetic alterations of the tumor as well as patient-related factors such as age and performance status. Adjuvant mitotane remains the most commonly used adjuvant therapy in ACC based on clinical practice guidelines, though emerging data from ADIUVO trial (mitotane vs observation in low-risk ACC) suggest that mitotane use in low-risk patients may not be needed. An ongoing clinical trial (ADIUVO-2) is evaluating the role of mitotane vs mitotane combined with chemotherapy in high-risk ACC. The use of adjuvant therapy has been controversial but can be justified in select patients with positive resection margins or after the resection of localized recurrence. A prospective study is needed to study the role of adjuvant radiation in ACC as radiation is expected to help only with local control without impact on distant microscopic metastases. There are no recommendations or published data about using adjuvant immunotherapy in ACC, but this may be a future study after establishing the efficacy and safety profile of immunotherapy in metastatic ACC.
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Affiliation(s)
- Ruaa Al-Ward
- Department of Endocrine Neoplasia and Hormonal Disorders, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
- Department of Endocrinology, Diabetes and Metabolism, Baylor College of Medicine, Houston, Texas, USA
| | - Celeste Zsembery
- Departments of Medicine and Pediatrics, Baylor College of Medicine, Houston, Texas, USA
| | - Mouhammed Amir Habra
- Department of Endocrine Neoplasia and Hormonal Disorders, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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Yuan TJ, Yang YY, Zhu MT, He Y, Zhao L, Zhou WZ, Su TW, Zhao HY, Sun LH, Tao B, Liu JM. Association of Famine Exposure on the Changing Clinical Phenotypes of Primary Hyperparathyroidism in 20 years. Front Endocrinol (Lausanne) 2022; 13:907019. [PMID: 35784571 PMCID: PMC9248378 DOI: 10.3389/fendo.2022.907019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 05/12/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND & AIMS Primary hyperparathyroidism(PHPT) has been evolving into a milder asymptomatic disease. No study has assessed the association between famine exposure and such a shift. We aim to explore the effects of China's Great Famine exposure on the changing pattern of PHPT phenotypes. METHODS 750 PHPT patients diagnosed from 2000 to 2019 were studied. The clinical presentations were compared between them in recent 10 years (2010-2019) and previous 10 years (2000-2009). Participants were then categorized into fetal, childhood, adolescent, adult exposure, and unexposed groups. Logistic regression was used to estimate the odds ratios (ORs) and confidence intervals (CIs) of famine exposure as factors contributing to the changes in the clinical presentations of PHPT. RESULTS Serum levels of PTH, albumin-corrected Ca, tumor size, eGFR, BMDs (all P<0.001), and clinical symptoms became milder in recent 10 years. Famine exposure (72.6% vs 58.4%, P<0.001), especially the adult exposure (18.8% vs 4.1%, P<0.001)was significant less in recent 10 years. The ORs (95%CIs) of having upper 3rd tertile PTH were 2.79(1.34,5.8), 2.07(1.04,4.11), 3.10(1.15,8.38) and 8.85(2.56,30.56) for patients with fetal, childhood, adolescent and adult famine exposure, respectively. The ORs (95%CIs) of upper 3rd tertile albumin-corrected Ca and upper 3rd tertile of tumor size was 4.78(1.39, 16.38) and 4.07(1.12,14.84) for participants with adult famine exposure, respectively. All these associations were independent of age, sex, disease duration and other confounders. CONCLUSIONS The clinical manifestations of PHPT in China continue to be milder. Exposure to famine is associated with PHPT. Less famine exposure might be responsible for the mile form of PHPT in recent years.
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Affiliation(s)
- Tian-jiao Yuan
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, State Key Laboratory of Medical Genomics, Ruijin Hospital, Shanghai, China
| | - Yu-ying Yang
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, State Key Laboratory of Medical Genomics, Ruijin Hospital, Shanghai, China
| | - Min-ting Zhu
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, State Key Laboratory of Medical Genomics, Ruijin Hospital, Shanghai, China
| | - Yang He
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, State Key Laboratory of Medical Genomics, Ruijin Hospital, Shanghai, China
| | - Lin Zhao
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, State Key Laboratory of Medical Genomics, Ruijin Hospital, Shanghai, China
| | - Wen-zhong Zhou
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, State Key Laboratory of Medical Genomics, Ruijin Hospital, Shanghai, China
| | - Ting-wei Su
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, State Key Laboratory of Medical Genomics, Ruijin Hospital, Shanghai, China
| | - Hong-yan Zhao
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, State Key Laboratory of Medical Genomics, Ruijin Hospital, Shanghai, China
| | - Li-hao Sun
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, State Key Laboratory of Medical Genomics, Ruijin Hospital, Shanghai, China
- *Correspondence: Li-hao Sun, ; Bei Tao, ; Jian-min Liu,
| | - Bei Tao
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, State Key Laboratory of Medical Genomics, Ruijin Hospital, Shanghai, China
- *Correspondence: Li-hao Sun, ; Bei Tao, ; Jian-min Liu,
| | - Jian-min Liu
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, State Key Laboratory of Medical Genomics, Ruijin Hospital, Shanghai, China
- *Correspondence: Li-hao Sun, ; Bei Tao, ; Jian-min Liu,
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24
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Mueller JW, Vogg N, Lightning TA, Weigand I, Ronchi CL, Foster PA, Kroiss M. Steroid Sulfation in Adrenal Tumors. J Clin Endocrinol Metab 2021; 106:3385-3397. [PMID: 33739426 DOI: 10.1210/clinem/dgab182] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Indexed: 11/19/2022]
Abstract
CONTEXT The adrenal cortex produces specific steroid hormones including steroid sulfates such as dehydroepiandrosterone sulfate (DHEAS), the most abundant steroid hormone in the human circulation. Steroid sulfation involves a multistep enzyme machinery that may be impaired by inborn errors of steroid metabolism. Emerging data suggest a role of steroid sulfates in the pathophysiology of adrenal tumors and as potential biomarkers. EVIDENCE ACQUISITION Selective literature search using "steroid," "sulfat*," "adrenal," "transport," "mass spectrometry" and related terms in different combinations. EVIDENCE SYNTHESIS A recent study highlighted the tissue abundance of estrogen sulfates to be of prognostic impact in adrenocortical carcinoma tissue samples using matrix-assisted laser desorption ionization mass spectrometry imaging. General mechanisms of sulfate uptake, activation, and transfer to substrate steroids are reasonably well understood. Key aspects of this pathway, however, have not been investigated in detail in the adrenal; these include the regulation of substrate specificity and the secretion of sulfated steroids. Both for the adrenal and targeted peripheral tissues, steroid sulfates may have relevant biological actions beyond their cognate nuclear receptors after desulfation. Impaired steroid sulfation such as low DHEAS in Cushing adenomas is of diagnostic utility, but more comprehensive studies are lacking. In bioanalytics, the requirement of deconjugation for gas-chromatography/mass-spectrometry has precluded the study of steroid sulfates for a long time. This limitation may be overcome by liquid chromatography/tandem mass spectrometry. CONCLUSIONS A role of steroid sulfation in the pathophysiology of adrenal tumors has been suggested and a diagnostic utility of steroid sulfates as biomarkers is likely. Recent analytical developments may target sulfated steroids specifically.
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Affiliation(s)
- Jonathan Wolf Mueller
- Institute of Metabolism and Systems Research (IMSR), University of Birmingham, Birmingham, UK
- Centre for Endocrinology, Diabetes and Metabolism (CEDAM), Birmingham Health Partners, Birmingham, UK
| | - Nora Vogg
- Department of Internal Medicine I, Division of Endocrinology and Diabetology, University Hospital Würzburg, University of Würzburg, Würzburg(Germany)
| | - Thomas Alec Lightning
- Institute of Metabolism and Systems Research (IMSR), University of Birmingham, Birmingham, UK
| | - Isabel Weigand
- Department of Medicine IV, University Hospital München, Ludwig-Maximilians-Universität München, München, Germany
| | - Cristina L Ronchi
- Institute of Metabolism and Systems Research (IMSR), University of Birmingham, Birmingham, UK
- Centre for Endocrinology, Diabetes and Metabolism (CEDAM), Birmingham Health Partners, Birmingham, UK
- Department of Internal Medicine I, Division of Endocrinology and Diabetology, University Hospital Würzburg, University of Würzburg, Würzburg(Germany)
| | - Paul A Foster
- Institute of Metabolism and Systems Research (IMSR), University of Birmingham, Birmingham, UK
- Centre for Endocrinology, Diabetes and Metabolism (CEDAM), Birmingham Health Partners, Birmingham, UK
| | - Matthias Kroiss
- Department of Internal Medicine I, Division of Endocrinology and Diabetology, University Hospital Würzburg, University of Würzburg, Würzburg(Germany)
- Department of Medicine IV, University Hospital München, Ludwig-Maximilians-Universität München, München, Germany
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25
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Identifying New Potential Biomarkers in Adrenocortical Tumors Based on mRNA Expression Data Using Machine Learning. Cancers (Basel) 2021; 13:cancers13184671. [PMID: 34572898 PMCID: PMC8469239 DOI: 10.3390/cancers13184671] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Accepted: 09/10/2021] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Using a visual-based clustering method on the TCGA RNA sequencing data of a large adrenocortical carcinoma (ACC) cohort, we were able to classify these tumors in two distinct clusters largely overlapping with previously identified ones. As previously shown, the identified clusters also correlated with patient survival. Applying the visual clustering method to a second dataset also including benign adrenocortical samples additionally revealed that one of the ACC clusters is more closely located to the benign samples, providing a possible explanation for the better survival of this ACC cluster. Furthermore, the subsequent use of machine learning identified new possible biomarker genes with prognostic potential for this rare disease, that are significantly differentially expressed in the different survival clusters and should be further evaluated. Abstract Adrenocortical carcinoma (ACC) is a rare disease, associated with poor survival. Several “multiple-omics” studies characterizing ACC on a molecular level identified two different clusters correlating with patient survival (C1A and C1B). We here used the publicly available transcriptome data from the TCGA-ACC dataset (n = 79), applying machine learning (ML) methods to classify the ACC based on expression pattern in an unbiased manner. UMAP (uniform manifold approximation and projection)-based clustering resulted in two distinct groups, ACC-UMAP1 and ACC-UMAP2, that largely overlap with clusters C1B and C1A, respectively. However, subsequent use of random-forest-based learning revealed a set of new possible marker genes showing significant differential expression in the described clusters (e.g., SOAT1, EIF2A1). For validation purposes, we used a secondary dataset based on a previous study from our group, consisting of 4 normal adrenal glands and 52 benign and 7 malignant tumor samples. The results largely confirmed those obtained for the TCGA-ACC cohort. In addition, the ENSAT dataset showed a correlation between benign adrenocortical tumors and the good prognosis ACC cluster ACC-UMAP1/C1B. In conclusion, the use of ML approaches re-identified and redefined known prognostic ACC subgroups. On the other hand, the subsequent use of random-forest-based learning identified new possible prognostic marker genes for ACC.
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Mass Spectrometry-Based Proteomic Discovery of Prognostic Biomarkers in Adrenal Cortical Carcinoma. Cancers (Basel) 2021; 13:cancers13153890. [PMID: 34359790 PMCID: PMC8345732 DOI: 10.3390/cancers13153890] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 07/26/2021] [Accepted: 07/28/2021] [Indexed: 12/30/2022] Open
Abstract
Simple Summary Adrenal cortical carcinoma (ACC) is an extremely rare disease with a variable prognosis. Current prognostic markers have limitations in identifying patients with a poor prognosis and who require adjuvant therapy. We developed the prognostic biomarker candidates of ACC using mass-spectrometry-based proteomics and machine learning algorithm. We further validated them in The Cancer Genome Atlas data and performed the survival analysis according to the expression levels of each protein. In addition, HNRNPA1, the protein identified as a prognostic marker of ACC based on proteomics, was validated in the immunohistochemistry staining. The prognostic protein biomarkers of ACC found in this study are expected to help determine the appropriate treatment plan for patients. Abstract Adrenal cortical carcinoma (ACC) is an extremely rare disease with a variable prognosis. Current prognostic markers have limitations in identifying patients with a poor prognosis. Herein, we aimed to investigate the prognostic protein biomarkers of ACC using mass-spectrometry-based proteomics. We performed the liquid chromatography–tandem mass spectrometry (LC–MS/MS) using formalin-fixed paraffin-embedded (FFPE) tissues of 45 adrenal tumors. Then, we selected 117 differentially expressed proteins (DEPs) among tumors with different stages using the machine learning algorithm. Next, we conducted a survival analysis to assess whether the levels of DEPs were related to survival. Among 117 DEPs, HNRNPA1, C8A, CHMP6, LTBP4, SPR, NCEH1, MRPS23, POLDIP2, and WBSCR16 were significantly correlated with the survival of ACC. In age- and stage-adjusted Cox proportional hazard regression models, only HNRNPA1, LTBP4, MRPS23, POLDIP2, and WBSCR16 expression remained significant. These five proteins were also validated in TCGA data as the prognostic biomarkers. In this study, we found that HNRNPA1, LTBP4, MRPS23, POLDIP2, and WBSCR16 were protein biomarkers for predicting the prognosis of ACC.
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Shariq OA, McKenzie TJ. Adrenocortical carcinoma: current state of the art, ongoing controversies, and future directions in diagnosis and treatment. Ther Adv Chronic Dis 2021; 12:20406223211033103. [PMID: 34349894 PMCID: PMC8295938 DOI: 10.1177/20406223211033103] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 06/23/2021] [Indexed: 12/22/2022] Open
Abstract
Adrenocortical carcinoma (ACC) is a rare, aggressive malignancy with an annual incidence of ~1 case per million population. Differentiating between ACC and benign adrenocortical tumors can be challenging in patients who present with an incidentally discovered adrenal mass, due to the limited specificity of standard diagnostic imaging. Recently, urine steroid metabolite profiling has been prospectively validated as a novel diagnostic tool for the detection of malignancy with improved accuracy over current modalities. Surgery represents the only curative treatment for ACC, although local recurrence and metastases are common, even after a margin-negative resection is performed. Unlike other intra-abdominal cancers, the role of minimally invasive surgery and lymphadenectomy in ACC is controversial. Adjuvant therapy with the adrenolytic drug mitotane is used to reduce the risk of recurrence after surgery, although evidence supporting its efficacy is limited; it is also currently unclear whether all patients or a subset with the highest risk of recurrence should receive this treatment. Large-scale pan-genomic studies have yielded insights into the pathogenesis of ACC and have defined distinct molecular signatures associated with clinical outcomes that may be used to improve prognostication. For patients with advanced ACC, palliative combination chemotherapy with mitotane is the current standard of care; however, this is associated with poor response rates (RR). Knowledge from molecular profiling studies has been used to guide the development of novel targeted therapies; however, these have shown limited efficacy in early phase trials. As a result, there is an urgent unmet need for more effective therapies for patients with this devastating disease.
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Affiliation(s)
| | - Travis J McKenzie
- Department of Surgery, Mayo Clinic, 200 First Street S.W., Rochester, MN 55905, USA
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Oliveira RC, Martins MJ, Moreno C, Almeida R, Carvalho J, Teixeira P, Teixeira M, Silva ET, Paiva I, Figueiredo A, Cipriano MA. Histological scores and tumor size on stage II in adrenocortical carcinomas. Rare Tumors 2021; 13:20363613211026494. [PMID: 34262677 PMCID: PMC8243092 DOI: 10.1177/20363613211026494] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2020] [Accepted: 06/01/2021] [Indexed: 11/18/2022] Open
Abstract
Adrenocortical carcinomas (ACC) are aggressive tumors with a poor prognosis.
Histological scores are advised for the diagnosis, however, there are borderline
cases that may be misjudged as adrenocortical adenomas (ACA). The three main
scores used are: Weiss Modified System (WMS), Reticulin Algorithm (RA), and
Helsinki Score (HS). We intend to compare the accuracy of the three scores in
ACC diagnosis and to identify predictive factors of overall survival (OS).
Retrospective study (2004–2016) at Centro Hospitalar e Universitário de Coimbra
of the adrenal tumors, classified as ACC or ACA, with a history of posterior
tumor relapse/metastases, without lesions in the contralateral adrenal gland:
13F and 6M, with a median age of 51 ± 12.41 years. Nodules’ median size was
9.20 ± 6.2 cm. Patients had a median OS of 52 ± 18.6 months, with 57.9% and
46.3%, at 3 and 5 years. Seven patients had local recurrence and nine had
metastases. Thirteen cases were in stage II. The WMS and the HS allowed a
diagnosis of ACC in 15 cases and the RA defined ACC in 17 cases. All cases had,
at least, focal disruption of the reticulin framework. More than
5 mitosis/50 HPF was associated with worse OS: 49.67 ± 21.43 versus
108.86 ± 14.02 months (p = 0.026). In patients with stage II,
tumor size ⩾10 cm was associated with worse OS: 19.25 ± 7.15 versus
96.11 ± 16.7 months (p = 0.007), confirmed by multivariate
analysis (p = 0.031). The correct diagnosis of ACC is a
pathologist responsibility. The RA seems the most accurate. Any loss of the
reticulin framework should raise awareness for malignancy. In patients on stage
II, a size ⩾10 cm is a predictor of worse prognosis.
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Affiliation(s)
- Rui Caetano Oliveira
- Pathology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal.,Biophysics Institute, Faculty of Medicine, University of Coimbra, Coimbra, Portugal.,Coimbra Institute for Clinical and Biomedical Research (iCBR) area of Environment Genetics and Oncobiology (CIMAGO), Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Maria João Martins
- Pathology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal.,Faculdade de Medicina da Universidade de Coimbra, Coimbra, Portugal
| | - Carolina Moreno
- Faculdade de Medicina da Universidade de Coimbra, Coimbra, Portugal.,Endocrinology, Diabetes and Metabolism Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - Rui Almeida
- Pathology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal.,Faculdade de Medicina da Universidade de Coimbra, Coimbra, Portugal
| | - João Carvalho
- Urology and Renal Transplantation, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - Paulo Teixeira
- Pathology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - Miguel Teixeira
- Coimbra Institute for Clinical and Biomedical Research (iCBR) area of Environment Genetics and Oncobiology (CIMAGO), Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Edgar Tavares Silva
- Biophysics Institute, Faculty of Medicine, University of Coimbra, Coimbra, Portugal.,Coimbra Institute for Clinical and Biomedical Research (iCBR) area of Environment Genetics and Oncobiology (CIMAGO), Faculty of Medicine, University of Coimbra, Coimbra, Portugal.,Faculdade de Medicina da Universidade de Coimbra, Coimbra, Portugal.,Urology and Renal Transplantation, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - Isabel Paiva
- Faculdade de Medicina da Universidade de Coimbra, Coimbra, Portugal
| | - Arnaldo Figueiredo
- Coimbra Institute for Clinical and Biomedical Research (iCBR) area of Environment Genetics and Oncobiology (CIMAGO), Faculty of Medicine, University of Coimbra, Coimbra, Portugal.,Faculdade de Medicina da Universidade de Coimbra, Coimbra, Portugal.,Urology and Renal Transplantation, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
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Freih-Fraih A, Gordillo CH, Mingo A, Serrano-Pardo R, Jiménez-Heffernan JA. Fine needle aspiration cytology of a myxoid adrenocortical adenoma. A case report. Diagn Cytopathol 2021; 49:E360-E363. [PMID: 34165907 DOI: 10.1002/dc.24811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Revised: 05/02/2021] [Accepted: 06/04/2021] [Indexed: 11/11/2022]
Abstract
The myxoid variant of adrenocortical (AC) tumors is characterized by peculiar histologic features that differ from conventional ones. It shows a prominent myxoid stromal component and is composed of small cells with mild atypia arranged in cords, pseudoglandular structures and microcysts. Reflecting the rarity of this variant, very few cytologic descriptions are available. We describe one case in a 41-year-old woman with a previous diagnosis of breast carcinoma and BRCA1 mutation. During follow-up controls, an adrenal tumor was discovered. Fine needle aspiration cytology and Tru-Cut biopsies were performed simultaneously. Smears showed numerous groups of cohesive cells of intermediate to small size. Within the largest groups, aggregates of myxoid metachromatic material were evident. This myxoid material could also be observed as isolated acellular fragments. While the cytoplasm of most tumoral cells was homogenously stained some showed small vacuoles. Histologically, the tumor grew, forming anastomosing cords, separated by myxoid material that determined microcystic spaces. Immunohistochemistry was characteristic of AC myxoid tumor. After surgery, pathologic analysis confirmed this diagnosis. The tumor showed no necrosis or invasion, had a low mitotic index (3/50 high power fields) and Ki-67 proliferative index of 15%. According to the different diagnostic systems the tumor was classified as an adenoma. In conclusion, the myxoid variant of AC tumors shows peculiar cytologic features. If unaware of the existence of this variant, it can easily be misinterpreted as a metastatic tumor.
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Affiliation(s)
| | - Carlos H Gordillo
- Department of Pathology, University Hospital La Princesa, Madrid, Spain
| | - Alberto Mingo
- Department of Radiology, University Hospital La Princesa, Madrid, Spain
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Kastelan D, Muzurovic E, Dusek T. Approach to patients with European Network for the Study of Adrenal Tumor stages I and II adrenocortical carcinomas. Curr Opin Endocrinol Diabetes Obes 2021; 28:265-270. [PMID: 33709971 DOI: 10.1097/med.0000000000000626] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW Adrenocortical carcinoma (ACC) is a rare tumor with variable prognosis depending mostly on the disease stage and tumor grade. The staging system proposed by the European Network for the Study of Adrenal Tumors has a reliable prognostic potential and defines ACC stages I-IV. Due to the absence of extraadrenal tissue invasion, patients with stage I-II have a lower recurrence rate and better prognosis. This article elaborates on the current understanding of the clinical approach to this group of patients. RECENT FINDINGS Concerning the treatment, complete surgical resection of the tumor provides the only chance for cure. However, even after tumor removal, the risk of recurrence remains high and the main predictors of recurrence include tumor stage, grade (measured by Ki-67 proliferative index), and the tumor resection status. Adjuvant mitotane and/or adjuvant radiotherapy should be considered in patients with high risk of recurrence taking into account potential harmful effects of such treatment. Accordingly, careful selection of patients who may benefit from adjuvant treatment is of the utmost importance both for improving disease outcome and for avoiding potential overtreatment in patients who are at low risk of disease recurrence. SUMMARY Many aspects of the management of patients with ACC stages I and II are not entirely evidence-based, and treatment decisions rely mostly on expert opinions and data from retrospective studies. Therefore, the treatment of these patients should be restricted to specialized centers with high expertise in ACC.
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Affiliation(s)
- Darko Kastelan
- Department of Endocrinology, University Hospital Centre Zagreb, Zagreb University School of Medicine, Zagreb, Croatia
| | - Emir Muzurovic
- Department of Internal Medicine, Endocrinology Section, Clinical Centre of Montenegro, Faculty of Medicine, University of Montenegro, Podgorica, Montenegro
| | - Tina Dusek
- Department of Endocrinology, University Hospital Centre Zagreb, Zagreb University School of Medicine, Zagreb, Croatia
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Differential Expression Profiles of Cell-to-Matrix-Related Molecules in Adrenal Cortical Tumors: Diagnostic and Prognostic Implications. J Pers Med 2021; 11:jpm11050378. [PMID: 34066306 PMCID: PMC8148197 DOI: 10.3390/jpm11050378] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 04/21/2021] [Accepted: 04/23/2021] [Indexed: 12/27/2022] Open
Abstract
The molecular mechanisms of adrenocortical carcinoma development are incompletely defined. De-regulation of cellular-to-extracellular matrix interactions and angiogenesis appear among mechanisms associated to the malignant phenotype. Our aim was to investigate, employing PCR-based array profiling, 157 molecules involved in cell-to-matrix interactions and angiogenesis in a frozen series of 6 benign and 6 malignant adrenocortical neoplasms, to identify novel pathogenetic markers. In 14 genes, a significant dysregulation was detected in adrenocortical carcinomas as compared to adenomas, most of them being downregulated. Three exceptions—hyaluronan synthase 1 (HAS-1), laminin α3 and osteopontin genes—demonstrated an increased expression in adrenocortical carcinomas of 4.46, 4.23 and 20.32-fold, respectively, and were validated by immunohistochemistry on a series of paraffin-embedded tissues, including 20 adenomas and 73 carcinomas. Osteopontin protein, absent in all adenomas, was expressed in a carcinoma subset (25/73) (p = 0.0022). Laminin α3 and HAS-1 were mostly expressed in smooth muscle and endothelial cells of the vascular network of both benign and malignant adrenocortical tumors. HAS-1 was also detected in tumor cells, with a more intense pattern in carcinomas. In this group, strong expression was significantly associated with more favorable clinicopathological features. These data demonstrate that cell-to-matrix interactions are specifically altered in adrenocortical carcinoma and identify osteopontin and HAS-1 as novel potential diagnostic and prognostic biomarkers, respectively, in adrenal cortical tumors.
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Mauda-Havakuk M, Levin E, Levy EB, Krishnasamy VP, Anderson V, Jain N, Amalou H, Fojo T, Edgerly M, Wakim PG, Hughes MS, Del Rivero J, Wood BJ. Long-term outcomes in patients with advanced adrenocortical carcinoma after image-guided locoregional ablation or embolization. Cancer Med 2021; 10:2259-2267. [PMID: 33687146 PMCID: PMC7982621 DOI: 10.1002/cam4.3740] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 12/14/2020] [Accepted: 12/17/2020] [Indexed: 12/31/2022] Open
Abstract
Background To evaluate outcomes and survival rates in patients with metastatic adrenocortical carcinoma (ACC) who were treated with image‐guided locoregional treatments (IGLTs). Purpose To evaluate the overall survival (OS) and clinical impact of IGLT in the management of patients with advanced metastatic ACC. Methods Retrospective review of 39 patients treated with IGLT between 1999 and 2018 was performed. Short‐ and long‐term efficacy of treatments were defined based upon imaging and clinical data. Subgroup survival analysis was performed on patients with metastatic disease at diagnosis (N = 17) and compared with the same stage group from the most recent National Cancer Database (NCDB) report. Statistical analysis was performed using Cox proportional hazards model. Results Treatments were performed at different anatomic sites including liver (N = 46), lung (N = 14), retroperitoneum (N = 5), bone (N = 4), subcutaneous (N = 2), and intracaval (N = 1). Radiofrequency, microwave, cryoablation, or a combination of two modalities (45, 18, 3, 3, respectively) were used in 69 ablation sessions. Intra‐arterial procedures were performed in 12 patients in 18 treatment cycles (range 1–3 per patient). As of a 2019 analysis, 11 patients were alive with a mean follow‐up of 169 months (range 63–292 months) from diagnosis. Two‐ and 5‐year OS rates for all patients were 84.5% and 51%, respectively, and 76.5% and 59% for patients with metastatic disease at diagnosis (N = 17). This compares favorably with an NCDB report of 35% 5‐year survival rate for patients with metastatic disease. Female gender and longer time from diagnosis to first IGLT were found to be predictors of prolonged survival with hazard ratios of 0.23 (p < 0.001) and 0.66 (p = 0.001), respectively. Conclusion IGLT may be associated with prolonged life expectancy in select patients with metastatic ACC.
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Affiliation(s)
- Michal Mauda-Havakuk
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, and the National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, MD, USA
| | - Elizabeth Levin
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Elliot B Levy
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Venkatesh P Krishnasamy
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Victoria Anderson
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Nidhi Jain
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Hayet Amalou
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Tito Fojo
- Division of Medical Oncology, Department of Medicine, Columbia University Medical Center, New York, NY, USA
| | - Maureen Edgerly
- Office of Research Nursing Center for Cancer Research National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Paul G Wakim
- Biostatistics and Clinical Epidemiology Service, National Institutes of Health Clinical Center, Bethesda, MD, USA
| | - Marybeth S Hughes
- Surgical Oncology, Eastern Virginia Medical School, Norfolk, VA, USA
| | - Jaydira Del Rivero
- Developmental Therapeutics Branch, Medical Oncology Service, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Bradford J Wood
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institute of Biomedical Imaging and Bioengineering and National Cancer Institute Center for Cancer Research, National Institutes of Health, Bethesda, MD, USA
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Jin Y, Wang Z, He D, Zhu Y, Hu X, Gong L, Xiao M, Chen X, Cheng Y, Cao K. Analysis of m6A-Related Signatures in the Tumor Immune Microenvironment and Identification of Clinical Prognostic Regulators in Adrenocortical Carcinoma. Front Immunol 2021; 12:637933. [PMID: 33746977 PMCID: PMC7966528 DOI: 10.3389/fimmu.2021.637933] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 01/29/2021] [Indexed: 12/22/2022] Open
Abstract
Adrenocortical carcinoma (ACC) is a rare endocrine malignancy with a high rate of mortality and recurrence. N6-methyladenosine methylation (m6A) is the most common modification to affect cancer development, but to date, the potential role of m6A regulators in ACC prognosis is not well understood. In this study, we systematically analyzed 21 m6A regulators in ACC samples from The Cancer Genome Atlas (TCGA) and the Gene Expression Omnibus (GEO) database. We identified three m6A modification patterns with different clinical outcomes and discovered a significant relationship between diverse m6A clusters and the tumor immune microenvironment (immune cell types and ESTIMATE algorithm). Additionally, Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and Gene Set Enrichment Analysis (GSEA) revealed that the m6A clusters were strongly associated with immune infiltration in the ACC. Next, to further explore the m6A prognostic signatures in ACC, we implemented Lasso (Least Absolute Shrinkage and Selection Operator) Cox regression to establish an eight-m6A-regulator prognostic model in the TCGA dataset, and the results showed that the model-based high-risk group was closely correlated with poor overall survival (OS) compared with the low-risk group. Subsequently, we validated the key modifications in the GEO datasets and found that high HNRNPA2B1 expression resulted in poor OS and event-free survival (EFS) in ACC. Moreover, to further decipher the molecular mechanisms, we constructed a competing endogenous RNA (ceRNA) network based on HNRNPA2B1, which consists of 12 long noncoding RNAs (lncRNAs) and 1 microRNA (miRNA). In conclusion, our findings indicate the potential role of m6A modification in ACC, providing novel insights into ACC prognosis and guiding effective immunotherapy.
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Affiliation(s)
- Yi Jin
- Department of Oncology, Third Xiangya Hospital, Central South University, Changsha, China.,Department of Radiation Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China.,Key Laboratory of Translational Radiation Oncology, Department of Radiation Oncology, Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Zhanwang Wang
- Department of Oncology, Third Xiangya Hospital, Central South University, Changsha, China
| | - Dong He
- Department of Respiratory, The Second People's Hospital of Hunan Province, Changsha, China
| | - Yuxing Zhu
- Department of Oncology, Third Xiangya Hospital, Central South University, Changsha, China
| | - Xueying Hu
- Department of Oncology, Third Xiangya Hospital, Central South University, Changsha, China
| | - Lian Gong
- Department of Oncology, Third Xiangya Hospital, Central South University, Changsha, China
| | - Mengqing Xiao
- Department of Oncology, Third Xiangya Hospital, Central South University, Changsha, China
| | - Xingyu Chen
- Department of Oncology, Third Xiangya Hospital, Central South University, Changsha, China
| | - Yaxin Cheng
- Department of Oncology, Third Xiangya Hospital, Central South University, Changsha, China
| | - Ke Cao
- Department of Oncology, Third Xiangya Hospital, Central South University, Changsha, China
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Mizdrak M, Tičinović Kurir T, Božić J. The Role of Biomarkers in Adrenocortical Carcinoma: A Review of Current Evidence and Future Perspectives. Biomedicines 2021; 9:174. [PMID: 33578890 PMCID: PMC7916711 DOI: 10.3390/biomedicines9020174] [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: 12/29/2020] [Revised: 02/07/2021] [Accepted: 02/08/2021] [Indexed: 12/18/2022] Open
Abstract
Adrenocortical carcinoma (ACC) is a rare endocrine malignancy arising from the adrenal cortex often with unexpected biological behavior. It can occur at any age, with two peaks of incidence: in the first and between fifth and seventh decades of life. Although ACC are mostly hormonally active, precursors and metabolites, rather than end products of steroidogenesis are produced by dedifferentiated and immature malignant cells. Distinguishing the etiology of adrenal mass, between benign adenomas, which are quite frequent in general population, and malignant carcinomas with dismal prognosis is often unfeasible. Even after pathohistological analysis, diagnosis of adrenocortical carcinomas is not always straightforward and represents a great challenge for experienced and multidisciplinary expert teams. No single imaging method, hormonal work-up or immunohistochemical labelling can definitively prove the diagnosis of ACC. Over several decades' great efforts have been made in finding novel reliable and available diagnostic and prognostic factors including steroid metabolome profiling or target gene identification. Despite these achievements, the 5-year mortality rate still accounts for approximately 75% to 90%, ACC is frequently diagnosed in advanced stages and therapeutic options are unfortunately limited. Therefore, imperative is to identify new biological markers that can predict patient prognosis and provide new therapeutic options.
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Affiliation(s)
- Maja Mizdrak
- Department of Nephrology and Hemodialysis, University Hospital of Split, 21000 Split, Croatia;
- Department of Pathophysiology, University of Split School of Medicine, 21000 Split, Croatia;
| | - Tina Tičinović Kurir
- Department of Pathophysiology, University of Split School of Medicine, 21000 Split, Croatia;
- Department of Endocrinology, Diabetes and Metabolic Disorders, University Hospital of Split, 21000 Split, Croatia
| | - Joško Božić
- Department of Pathophysiology, University of Split School of Medicine, 21000 Split, Croatia;
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de Jong MC, Khan S, Christakis I, Weaver A, Mihai R. Comparative performances of nomograms and conditional survival after resection of adrenocortical cancer. BJS Open 2021; 5:6102899. [PMID: 33609384 PMCID: PMC7893456 DOI: 10.1093/bjsopen/zraa036] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Accepted: 10/08/2020] [Indexed: 11/17/2022] Open
Abstract
Background Adrenocortical carcinomas (ACCs) carry a poor prognosis. This study assessed the comparative performance of existing nomograms in estimating the likelihood of survival, along with the value of conditional survival estimation for patients who had already survived for a given length of time after surgery. Methods This was an observational study based on a prospectively developed departmental database that recorded details of patients operated for ACC in a UK tertiary referral centre. Results Of 74 patients with ACC managed between 2001 and 2020, data were analysed for 62 patients (32 women and 30 men, mean(s.d.) age 51(17) years) who had primary surgical treatment in this unit. Laparoscopic (9) or open adrenalectomies (53) were performed alone or in association with a multivisceral resection (27). Most of the tumours were left-sided (40) and 18 were cortisol-secreting. Overall median survival was 33 months, with 1-, 3- and 5-year survival rates of 79, 49, and 41 per cent respectively. Age over 55 years, higher European Network for Study of Adrenal Tumours stage, and cortisol secretion were associated with poorer survival in univariable analyses. Four published nomograms suggested widely variable outcomes that did not correlate with observed overall survival at 1, 3 or 5 years after operation. The 3-year conditional survival at 2 years (probability of surviving to postoperative year 5) was 65 per cent, compared with a 5-year actuarial survival rate of 41 per cent calculated from the time of surgery. Conclusion Survival of patients with ACC correlates with clinical parameters but not with published nomograms. Conditional survival might provide a more accurate estimate of survival for patients who have already survived for a certain amount of time after resection.
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Affiliation(s)
- M C de Jong
- Churchill Cancer Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - S Khan
- Churchill Cancer Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - I Christakis
- Churchill Cancer Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - A Weaver
- Churchill Cancer Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - R Mihai
- Churchill Cancer Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
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Ge X, Liu Z, Jiao X, Yin X, Wang X, Li G. Establishment and Validation of a Gene Signature-Based Prognostic Model to Improve Survival Prediction in Adrenocortical Carcinoma Patients. Int J Endocrinol 2021; 2021:2077633. [PMID: 34858497 PMCID: PMC8632466 DOI: 10.1155/2021/2077633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 11/02/2021] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND The current guideline for the management of adrenocortical carcinoma (ACC) is insufficient for accurate risk prediction to guide adjuvant therapy. Given frequent and severe therapeutic side effects, a better estimate of survival is warranted for risk-specific assignment to adjuvant treatment. We attempted to construct an integrated model based on a prognostic gene signature and clinicopathological features to improve risk stratification and survival prediction in ACC. METHODS Using a series of bioinformatic and statistical approaches, a gene-expression signature was established and validated in two independent cohorts. By combining the signature with clinicopathological features, a decision tree was generated to improve risk stratification, and a nomogram was constructed to personalize risk prediction. Time-dependent receiver operating characteristic (tROC) and calibration analysis were performed to evaluate the predictive power and accuracy. RESULTS A three-gene signature could discriminate high-risk patients well in both training and validation cohorts. Multivariate regression analysis demonstrated the signature to be an independent predictor of overall survival. The decision tree could identify risk subgroups powerfully, and the nomogram showed high accuracy of survival prediction. Particularly, expression of a gene hitherto unknown to be dysregulated in ACC, TIGD1, was shown to be prognostically relevant. CONCLUSION We propose a novel gene signature to guide decision-making about adjuvant therapy in ACC. The score shows unprecedented survival prediction and hence constitutes a huge step towards personalized management. As a secondary important finding, we report the discovery and validation of a new oncogene, TIGD1, which was consistently overexpressed in ACC. TIGD1 might shed further light on the biology of ACC and might give rise to targeted therapies that not only apply to ACC but potentially also to other malignancies.
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Affiliation(s)
- Xiaoqin Ge
- Department of Endocrinology, Suzhou Ninth Hospital Affiliated to Soochow University, Suzhou, China
- Department of Endocrinology, Affiliated Hospital 2 of Nantong University and First People's Hospital of Nantong City, Nantong, China
| | - Zhenzhen Liu
- Department of Endocrinology, Suzhou Ninth Hospital Affiliated to Soochow University, Suzhou, China
| | - Xuehua Jiao
- Department of Endocrinology, Suzhou Ninth Hospital Affiliated to Soochow University, Suzhou, China
| | - Xueyan Yin
- Department of Endocrinology, Suzhou Ninth Hospital Affiliated to Soochow University, Suzhou, China
| | - Xiujie Wang
- Department of Endocrinology, Suzhou Ninth Hospital Affiliated to Soochow University, Suzhou, China
| | - Gengxu Li
- Department of Endocrinology, Suzhou Ninth Hospital Affiliated to Soochow University, Suzhou, China
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Ma C, Xiong J, Su H, Li H. The underlying molecular mechanism and drugs for treatment in adrenal cortical carcinoma. Int J Med Sci 2021; 18:3026-3038. [PMID: 34220331 PMCID: PMC8241782 DOI: 10.7150/ijms.60261] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 05/24/2021] [Indexed: 12/14/2022] Open
Abstract
Purpose: The study aimed to predict and explore the possible clinical value and mechanism of genetic markers in adrenal cortical carcinoma using a bioinformatics analysis method. Methods: The RNA-seqs and miRNAs data were downloaded from TCGA database to identify the differentially expressed genes and differentially expressed miRNAs. The hub-genes were screened by building protein-protein interaction sub-networks with 12 topological analysis methods. We conducted the receiver operating characteristic curve to elevate the diagnostic value of hub-genes in distinguishing the death and alive groups. The survival analysis of hub-genes and key miRNAs were conducted using Kaplan-Meier curves. Furthermore, most significant small molecules were identified as therapeutic candidates for adrenal cortical carcinoma by the CMap analysis. Results: Compared to survival group, we found 475 up-regulated genes and 354 genes and the key pathways leading to the death of different ACC individual patients. Then we used 12 topological analysis methods to found the most possible 22 hub-genes. Among these hub-genes, nine hub-genes (C3, CXCL5, CX3CR1, GRM8, HCAR2, HTR1B, SUCNR1, PTGER3 and SSTR1) could be used to distinguish the death and survival groups for patients. We also revealed that mRNA expressions of 12 genes (C3, CXCL8, CX3CR1, GNAT3, GNGT1, GRM8, HCAR2, HTR1B, HTR1D, PTGER3, SSTR1 and SUCNR1) and four key miRNAs (hsa-mir-330, hsa-mir-489, hsa-mir-508 and hsa-mir-513b) were related to survival. Three most small molecules were identified (H-9, AZ-628 and phensuximide) as potential therapeutic drugs for adrenal cortical carcinoma. Conclusion: The hub-genes expression was significant useful in adrenal cortical carcinoma, provide new diagnostic, prognosis and therapeutic approaches for adrenal cortical carcinoma. Furthermore, we also explore the possible miRNAs involved in regulation of hub-genes.
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Affiliation(s)
- Chengquan Ma
- Department of Urology, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Jian Xiong
- Department of Urology, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Hao Su
- Department of Urology, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Hongjun Li
- Department of Urology, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
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Neutrophil-to-Lymphocyte Ratio (NLR) and Platelet-to-Lymphocyte Ratio (PLR) as Possible Prognostic Markers for Patients Undergoing Resection of Adrenocortical Carcinoma. World J Surg 2020; 45:754-764. [PMID: 33221947 DOI: 10.1007/s00268-020-05868-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/07/2020] [Indexed: 12/24/2022]
Abstract
AIM Adrenocortical cancer (ACC) is a rare disease with a poor outcome, and robust prognostic factors remain unclear. High neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) as markers of host inflammation have been found to be associated with decreased long-term outcomes in several tumour types, but have been scarcely analysed in ACC. METHODS Patients who underwent resection of their ACC between 2000 and 2020 were identified; therapeutic, operative and outcome data were analysed. Pre-operative NLR and PLR were calculated by division of neutrophils and platelets by lymphocytes measured in peripheral blood. RESULTS Fifty-seven patients (30F:27 M) with an overall median age of 53 years [range: 18-86] presented with tumours of median size 11.5 cm [range: 3.0-22.0], of whom 26 (46%) were hormonally active. Majority of patients underwent an open resection (n = 48; 84%); more than half (n = 30; 53%) underwent multi-organ excision. Median NLR was 4.63 and median PLR was 186.21; these values were used for median split analyses (low vs. high). There were no differences with regard to age, sex or tumour characteristics and peri-operative data between the two groups (all p > 0.05). Overall, median recurrence-free survival (RFS) was 26 months (3-year: 45%) on Kaplan-Meier analysis. On univariate analyses, a high NLR did not influence RFS [HR = 1.57 (95%-CI: 0.73-2.38); p = 0.25], but patients with a high PLR had an increased risk of developing recurrence [HR = 2.39 (95%-CI: 1.08-5.31); p = 0.03]. The median overall survival (OS) was 33 months (3 years: 79%) on Kaplan-Meier analysis. Both a high NLR [HR = 2.24 (95%-CI: 1.07-4.70); p = 0.03] and a high PLR [HR = 4.02 (95%-CI: 1.80-8.98); p = 0.001] were strongly associated with a shorter OS on unadjusted analyses. CONCLUSION Elevated pre-operative NLR and PLR are associated with shorter OS, while higher PLR was also associated with a shorter RFS for patients undergoing curative intent resection of ACC.
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Fojo T, Huff L, Litman T, Im K, Edgerly M, Del Rivero J, Pittaluga S, Merino M, Bates SE, Dean M. Metastatic and recurrent adrenocortical cancer is not defined by its genomic landscape. BMC Med Genomics 2020; 13:165. [PMID: 33148256 PMCID: PMC7640690 DOI: 10.1186/s12920-020-00809-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Accepted: 10/14/2020] [Indexed: 12/29/2022] Open
Abstract
Background Adrenocortical carcinoma (ACC) is a rare, often-aggressive neoplasm of the adrenal cortex, with a 14–17 month median overall survival. We asked whether tumors from patients with advanced or metastatic ACC would offer clues as to putative genes that might have critical roles in disease progression or in more aggressive disease biology.
Methods We conducted comprehensive genomic and expression analyses of ACCs from 43 patients, 30 female, and 42 from metastatic sites, including deep sequencing, copy number analysis, mRNA expression and microRNA arrays. Results Copy number gains and losses were similar to that previously reported for ACC. We identified a median mutation rate of 3.38 per megabase (Mb). The mutational signature was characterized by a predominance of C > T, C > A and T > C transitions. Only cancer genes TP53 (26%) and beta-catenin (CTNNB1, 14%) were mutated in more than 10% of samples. The TCGA-identified putative cancer genes MEN1 and PRKAR1A were found in low frequency—4.7 and 2.3%, respectively. The majority of the mutations were in genes not implicated in the etiology or maintenance of cancer. Specifically, amongst the 38 genes that were mutated in more than 9% of samples, only four were represented in Tier 1 of the 576 COSMIC Cancer Gene Census (CCGC). Thus, 82% of genes found to have mutations likely have no role in the etiology or biology of ACC; while the role of the other 18%, if any, remains to be proven. Finally, the transcript length for the 38 most frequently mutated genes in ACC is statistically longer than the average of all coding genes, raising the question of whether transcript length in part determined mutation probability. Conclusions We conclude that the mutational and expression profiles of advanced and metastatic tumors are very similar to those from newly diagnosed patients—with very little in the way of genomic aberration to explain differences in biology. With relatively low mutation rates, few major oncogenic drivers, and loss of function mutations in several epigenetic regulators, an epigenetic basis for ACC may be postulated and serve as the basis for future studies.
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Affiliation(s)
- Tito Fojo
- Columbia University Irving Medical Center, New York, NY, 10032, USA.,James J. Peters Bronx VA Medical Center, Bronx, NY, USA
| | - Lyn Huff
- Laboratory of Cell Biology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Thomas Litman
- Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark
| | - Kate Im
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Maureen Edgerly
- Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Jaydira Del Rivero
- Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Stefania Pittaluga
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Maria Merino
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Susan E Bates
- Columbia University Irving Medical Center, New York, NY, 10032, USA. .,James J. Peters Bronx VA Medical Center, Bronx, NY, USA.
| | - Michael Dean
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, 20892, USA
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The cytoskeleton actin binding protein filamin A impairs both IGF2 mitogenic effects and the efficacy of IGF1R inhibitors in adrenocortical cancer cells. Cancer Lett 2020; 497:77-88. [PMID: 33075426 DOI: 10.1016/j.canlet.2020.10.022] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 10/14/2020] [Accepted: 10/14/2020] [Indexed: 12/12/2022]
Abstract
Adrenocortical carcinomas (ACCs) overexpress insulin-like growth factor 2 (IGF2), that drives a proliferative autocrine loop by binding to IGF1R and IR, but IGF1R/IR-targeted therapies failed in ACC patients. The cytoskeleton actin-binding protein filamin A (FLNA) impairs IR signalling in melanoma cells. Aims of this study were to test FLNA involvement in regulating IGF1R and IR responsiveness to both IGF2 and inhibitors in ACC. In ACC cells H295R and SW13 and primary cultures (1ACC, 4 adenomas) we found that IGF1R and IR interacted with FLNA, and FLNA silencing increased IGF1R and reduced IR expression, with a downstream effect of increased cell proliferation and ERK phosphorylation. In addition, FLNA knockdown potentiated antiproliferative effects of IGF1R/IR inhibitor Linsitinib and IGF1R inhibitor NVP-ADW742 in H295R. Finally, Western blot showed lower FLNA expression in ACCs (n = 10) than in ACAs (n = 10) and an inverse correlation of FLNA/IGF1R ratio with ERK phosphorylation in ACCs only. In conclusion, we demonstrated that low FLNA levels enhance both IGF2 proliferative effects and IGF1R/IR inhibitors efficacy in ACC cells, suggesting FLNA as a new factor influencing tumor clinical behavior and the response to the therapy with IGF1R/IR-targeted drugs.
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Peng Y, Song Y, Ding J, Li N, Zhang Z, Wang H. Identification of immune-related biomarkers in adrenocortical carcinoma: Immune-related biomarkers for ACC. Int Immunopharmacol 2020; 88:106930. [PMID: 32919215 DOI: 10.1016/j.intimp.2020.106930] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 08/02/2020] [Accepted: 08/20/2020] [Indexed: 02/07/2023]
Abstract
Emerging evidence has suggested that the tumor microenvironment, including immune infiltration, plays a crucially important role in tumor progression. Nevertheless, limited studies have been conducted on this topic in adrenocortical carcinoma. The present study aimed to explore the immune-related biomarkers in adrenocortical carcinoma. CIBERSORT was used to estimate the abundances of 22 kinds of immune cells, and univariable Cox analysis was performed to find survival-related immune cells with both Overall Survival (OS) and Progression-Free Interval (PFI). DESeq2 was applied to find differentially expressed genes between adrenocortical carcinoma and normal control samples; subsequently, weighted correlation network analysis and protein-protein interaction (PPI) network analysis were conducted to identify immune-related hub genes. xCell, TISIDB, and MsigDB were searched to validate the immune associations of hub genes. Eventually, univariable Cox and Kaplan-Meier analysis were used to assess the prognostic implications of the hub gene with the GEO database. Consequently, we identified two hub immune-related genes (ERN1, CEP55), GSEA revealed that both were mainly involved in tumor progression and immune response. ROC analysis indicated that ERN1 can accurately predict the 1-, 3-, and 5-year PFI, and CEP55 had the best performance for the prediction of both OS and PFI compared with other traits. Univariable Cox and Kaplan-Meier analysis showed that both genes have a significant effect on prognosis. Furthermore, both hub genes were validated in GEO datasets. The hub genes can provide better insights into tumor microenvironment and serve as potential biomarkers for immunotherapy in adrenocortical carcinoma.
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Affiliation(s)
- Yun Peng
- Department of Urology, Tianjin Medical University Second Hospital, Hexi, Tianjin 300000, China
| | - Yuxuan Song
- Department of Urology, Tianjin Medical University General Hospital, Heping, Tianjin 300000, China
| | - Jin Ding
- Department of Metabolism and Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, China
| | - Nan Li
- Department of Urology, Tianjin Medical University Second Hospital, Hexi, Tianjin 300000, China
| | - Zheyu Zhang
- Department of Urology, Tianjin Medical University Second Hospital, Hexi, Tianjin 300000, China
| | - Haitao Wang
- Department of Oncology, Tianjin Medical University Second Hospital, Hexi, Tianjin 300000, China.
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Weigand I, Altieri B, Lacombe AMF, Basile V, Kircher S, Landwehr LS, Schreiner J, Zerbini MCN, Ronchi CL, Megerle F, Berruti A, Canu L, Volante M, Paiva I, Della Casa S, Sbiera S, Fassnacht M, Fragoso MCBV, Terzolo M, Kroiss M. Expression of SOAT1 in Adrenocortical Carcinoma and Response to Mitotane Monotherapy: An ENSAT Multicenter Study. J Clin Endocrinol Metab 2020; 105:5843694. [PMID: 32449514 DOI: 10.1210/clinem/dgaa293] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Accepted: 05/20/2020] [Indexed: 12/18/2022]
Abstract
CONTEXT Objective response rate to mitotane in advanced adrenocortical carcinoma (ACC) is approximately 20%, and adverse drug effects are frequent. To date, there is no marker established that predicts treatment response. Mitotane has been shown to inhibit sterol-O-acyl transferase 1 (SOAT1), which leads to endoplasmic reticulum stress and cell death in ACC cells. OBJECTIVE To investigate SOAT1 protein expression as a marker of treatment response to mitotane. PATIENTS A total of 231 ACC patients treated with single-agent mitotane as adjuvant (n = 158) or advanced disease therapy (n = 73) from 12 ENSAT centers were included. SOAT1 protein expression was determined by immunohistochemistry on formalin-fixed paraffin-embedded specimens. SETTING Retrospective study at 12 ACC referral centers. MAIN OUTCOME MEASURE Recurrence-free survival (RFS), progression-free survival (PFS), and disease-specific survival (DSS). RESULTS Sixty-one of 135 patients (45%) with adjuvant mitotane treatment had recurrences and 45/68 patients (66%) with mitotane treatment for advanced disease had progressive disease. After multivariate adjustment for sex, age, hormone secretion, tumor stage, and Ki67 index, RFS (hazard ratio [HR] = 1.07; 95% confidence interval [CI], 0.61-1.85; P = 0.82), and DSS (HR = 1.30; 95% CI, 0.58-2.93; P = 0.53) in adjuvantly treated ACC patients did not differ significantly between tumors with high and low SOAT1 expression. Similarly, in the advanced stage setting, PFS (HR = 1.34; 95% CI, 0.63-2.84; P = 0.45) and DSS (HR = 0.72; 95% CI, 0.31-1.70; P = 0.45) were comparable and response rates not significantly different. CONCLUSIONS SOAT1 expression was not correlated with clinical endpoints RFS, PFS, and DSS in ACC patients with mitotane monotherapy. Other factors appear to be relevant for mitotane treatment response and ACC patient survival.
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Affiliation(s)
- Isabel Weigand
- Department of Internal Medicine I, Division of Endocrinology and Diabetes, University Hospital, University of Würzburg, Würzburg, Germany
| | - Barbara Altieri
- Department of Internal Medicine I, Division of Endocrinology and Diabetes, University Hospital, University of Würzburg, Würzburg, Germany
| | - Amanda M F Lacombe
- Unidade de Suprarrenal, Laboratório de Hormônios e Genética Molecular LIM42, Serviço de Endocrinologia e Metabologia, Hospital de Clínicas; Departamento de Patologia, Faculdade de Medicina da Universidade de São Paulo, Brazil, Instituto do Câncer do Estado de São Paulo (ICESP), Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Vittoria Basile
- Department of Clinical and Biological Sciences, University of Turin at San Luigi Hospital, Orbassano, Italy
| | - Stefan Kircher
- Institute of Pathology, University of Würzburg, Würzburg, Germany
| | - Laura-Sophie Landwehr
- Department of Internal Medicine I, Division of Endocrinology and Diabetes, University Hospital, University of Würzburg, Würzburg, Germany
| | - Jochen Schreiner
- Department of Internal Medicine I, Division of Endocrinology and Diabetes, University Hospital, University of Würzburg, Würzburg, Germany
| | - Maria C N Zerbini
- Unidade de Suprarrenal, Laboratório de Hormônios e Genética Molecular LIM42, Serviço de Endocrinologia e Metabologia, Hospital de Clínicas; Departamento de Patologia, Faculdade de Medicina da Universidade de São Paulo, Brazil, Instituto do Câncer do Estado de São Paulo (ICESP), Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Cristina L Ronchi
- Department of Internal Medicine I, Division of Endocrinology and Diabetes, University Hospital, University of Würzburg, Würzburg, Germany
- Institute of Metabolism and System Research, University of Birmingham, Birmingham, UK
- Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK
| | - Felix Megerle
- Department of Internal Medicine I, Division of Endocrinology and Diabetes, University Hospital, University of Würzburg, Würzburg, Germany
| | - Alfredo Berruti
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia at ASST Spedali Civili, Brescia, Italy
| | - Letizia Canu
- Endocrinology Unit, Department of Experimental and Clinical Biomedical Sciences, University of Florence, Florence, Italy
| | - Marco Volante
- Department of Oncology, University of Turin, Orbassano, Turin, Italy
| | - Isabel Paiva
- Department of Endocrinology, Diabetes and Metabolism, Centro Hospitalar e Universitário of Coimbra, Coimbra, Portugal
| | - Silvia Della Casa
- Division of Endocrinology and Metabolism, Fondazione Policlinico Gemelli, Catholic University, Rome, Italy
| | - Silviu Sbiera
- Department of Internal Medicine I, Division of Endocrinology and Diabetes, University Hospital, University of Würzburg, Würzburg, Germany
| | - Martin Fassnacht
- Department of Internal Medicine I, Division of Endocrinology and Diabetes, University Hospital, University of Würzburg, Würzburg, Germany
- Comprehensive Cancer Center Mainfranken, University of Würzburg, Würzburg, Germany
| | - Maria Candida B V Fragoso
- Unidade de Suprarrenal, Laboratório de Hormônios e Genética Molecular LIM42, Serviço de Endocrinologia e Metabologia, Hospital de Clínicas; Departamento de Patologia, Faculdade de Medicina da Universidade de São Paulo, Brazil, Instituto do Câncer do Estado de São Paulo (ICESP), Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Massimo Terzolo
- Department of Clinical and Biological Sciences, University of Turin at San Luigi Hospital, Orbassano, Italy
| | - Matthias Kroiss
- Department of Internal Medicine I, Division of Endocrinology and Diabetes, University Hospital, University of Würzburg, Würzburg, Germany
- Comprehensive Cancer Center Mainfranken, University of Würzburg, Würzburg, Germany
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Jouinot A, Lippert J, Fassnacht M, de La Villeon B, Septier A, Neou M, Perlemoine K, Appenzeller S, Sibony M, Gaujoux S, Dousset B, Libe R, Groussin L, Ronchi CL, Assié G, Bertherat J. Intratumor heterogeneity of prognostic DNA-based molecular markers in adrenocortical carcinoma. Endocr Connect 2020; 9:705-714. [PMID: 32698135 PMCID: PMC7424337 DOI: 10.1530/ec-20-0228] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 07/01/2020] [Indexed: 12/25/2022]
Abstract
BACKGROUND The prognosis of adrenocortical carcinoma (ACC) is heterogeneous. Genomic studies have identified ACC subgroups characterized by specific molecular alterations, including features measured at DNA level (somatic mutations, chromosome alterations, DNA methylation), which are closely associated with outcome. The aim of this study was to evaluate intratumor heterogeneity of prognostic molecular markers at the DNA level. METHODS Two different tissue samples (primary tumor, local recurrence or metastasis) were analyzed in 26 patients who underwent surgery for primary or recurrent ACC. DNA-related biomarkers with prognostic role were investigated in frozen and paraffin-embedded samples. Somatic mutations of p53/Rb and Wnt/β-catenin pathways were assessed using next-generation sequencing (n = 26), chromosome alteration profiles were determined using SNP arrays (n = 14) and methylation profiles were determined using four-gene bisulfite pyrosequencing (n = 12). RESULTS Somatic mutations for ZNRF3, TP53, CTNN1B and CDKN2A were found in 7, 6, 6 and 4 patients, respectively, with intratumor heterogeneity in 8/26 patients (31%). Chromosome alteration profiles were 'Noisy' (numerous and anarchic alterations) in 8/14 and 'Chromosomal' (extended patterns of loss of heterozygosity) in 5/14 of the study samples. For these profiles, no intratumor heterogeneity was observed. Methylation profiles were hypermethylated in 5/12 and non-hypermethylated in 7/12 of the study samples. Intratumor heterogeneity of methylation profiles was observed in 2/12 patients (17%). CONCLUSIONS Intratumor heterogeneity impacts DNA-related molecular markers. While somatic mutation can differ, prognostic DNA methylation and chromosome alteration profile seem rather stable and might be more robust for the prognostic assessment.
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Affiliation(s)
- Anne Jouinot
- Université de Paris, Institut Cochin, INSERM U1016, CNRS UMR8104, Paris, France
- Department of Endocrinology, Assistance Publique Hôpitaux de Paris, Hôpital Cochin, Paris, France
| | - Juliane Lippert
- Department of Internal Medicine I, Division of Endocrinology and Diabetes, University Hospital, University of Wuerzburg, Wuerzburg, Germany
| | - Martin Fassnacht
- Department of Internal Medicine I, Division of Endocrinology and Diabetes, University Hospital, University of Wuerzburg, Wuerzburg, Germany
- Comprehensive Cancer Center Mainfranken, University of Wuerzburg, Wuerzburg, Germany
| | - Bruno de La Villeon
- Université de Paris, Institut Cochin, INSERM U1016, CNRS UMR8104, Paris, France
| | - Amandine Septier
- Université de Paris, Institut Cochin, INSERM U1016, CNRS UMR8104, Paris, France
| | - Mario Neou
- Université de Paris, Institut Cochin, INSERM U1016, CNRS UMR8104, Paris, France
| | - Karine Perlemoine
- Université de Paris, Institut Cochin, INSERM U1016, CNRS UMR8104, Paris, France
| | - Silke Appenzeller
- Department of Internal Medicine I, Division of Endocrinology and Diabetes, University Hospital, University of Wuerzburg, Wuerzburg, Germany
| | - Mathilde Sibony
- Université de Paris, Institut Cochin, INSERM U1016, CNRS UMR8104, Paris, France
- Department of Pathology, Assistance Publique Hôpitaux de Paris, Hôpital Cochin, Paris, France
| | - Sébastien Gaujoux
- Université de Paris, Institut Cochin, INSERM U1016, CNRS UMR8104, Paris, France
- Department of Digestive and Endocrine Surgery, Assistance Publique Hôpitaux de Paris, Hôpital Cochin, Paris, France
| | - Bertrand Dousset
- Université de Paris, Institut Cochin, INSERM U1016, CNRS UMR8104, Paris, France
- Department of Digestive and Endocrine Surgery, Assistance Publique Hôpitaux de Paris, Hôpital Cochin, Paris, France
| | - Rossella Libe
- Université de Paris, Institut Cochin, INSERM U1016, CNRS UMR8104, Paris, France
- Department of Endocrinology, Assistance Publique Hôpitaux de Paris, Hôpital Cochin, Paris, France
| | - Lionel Groussin
- Université de Paris, Institut Cochin, INSERM U1016, CNRS UMR8104, Paris, France
- Department of Endocrinology, Assistance Publique Hôpitaux de Paris, Hôpital Cochin, Paris, France
| | - Cristina L Ronchi
- Department of Internal Medicine I, Division of Endocrinology and Diabetes, University Hospital, University of Wuerzburg, Wuerzburg, Germany
- Institute of Metabolism and System Research, University of Birmingham, Birmingham, UK
- Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK
| | - Guillaume Assié
- Université de Paris, Institut Cochin, INSERM U1016, CNRS UMR8104, Paris, France
- Department of Endocrinology, Assistance Publique Hôpitaux de Paris, Hôpital Cochin, Paris, France
| | - Jérôme Bertherat
- Université de Paris, Institut Cochin, INSERM U1016, CNRS UMR8104, Paris, France
- Department of Endocrinology, Assistance Publique Hôpitaux de Paris, Hôpital Cochin, Paris, France
- Correspondence should be addressed to J Bertherat:
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Moon SJ, Kim JH, Kong SH, Shin CS. Protein Expression of Cyclin B1, Transferrin Receptor, and Fibronectin Is Correlated with the Prognosis of Adrenal Cortical Carcinoma. Endocrinol Metab (Seoul) 2020; 35:132-141. [PMID: 32207273 PMCID: PMC7090291 DOI: 10.3803/enm.2020.35.1.132] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 11/25/2019] [Accepted: 01/13/2020] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Adrenal cortical carcinoma (ACC) is a rare cancer with a variable prognosis. Several prognostic factors of ACC have been previously reported, but a proteomic analysis has not yet been performed. This study aimed to investigate prognostic biomarkers for ACC using a proteomic approach. METHODS We used reverse-phase protein array data from The Cancer Proteome Atlas, and identified differentially expressed proteins in metastatic ACCs. Multivariate Cox regression analysis adjusted by age and staging was used for survival analysis, and the C-index and category-free net reclassification improvement (cfNRI) were utilized to evaluate additive prognostic value. RESULTS In 46 patients with ACC, cyclin B1, transferrin receptor (TfR1), and fibronectin were significantly overexpressed in patients with distant metastasis. In multivariate models, high expression of cyclin B1 and TfR1 was significantly associated with mortality (hazard ratio [HR], 6.13; 95% confidence interval [CI], 1.02 to 36.7; and HR, 6.59; 95% CI, 1.14 to 38.2; respectively), whereas high fibronectin expression was not (HR, 3.92; 95% CI, 0.75 to 20.4). Combinations of high cyclin B1/high TfR1, high cyclin B1/high fibronectin, and high TfR1/high fibronectin were strongly associated with mortality ([HR, 13.72; 95% CI, 1.89 to 99.66], [HR, 9.22; 95% CI, 1.34 to 63.55], and [HR, 18.59; 95% CI, 2.54 to 135.88], respectively). In reclassification analyses, cyclin B1, TfR1, fibronectin, and combinations thereof improved the prognostic performance (C-index, 0.78 to 0.82-0.86; cfNRI, all P values <0.05). CONCLUSION In ACC patients, the overexpression of cyclin B1, TfR1, and fibronectin and combinations thereof were associated with poor prognosis.
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Affiliation(s)
- Sun Joon Moon
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jung Hee Kim
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University College of Medicine, Seoul, Korea.
| | - Sung Hye Kong
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Chan Soo Shin
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
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Bedrose S, Daher M, Altameemi L, Habra MA. Adjuvant Therapy in Adrenocortical Carcinoma: Reflections and Future Directions. Cancers (Basel) 2020; 12:cancers12020508. [PMID: 32098326 PMCID: PMC7072549 DOI: 10.3390/cancers12020508] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 02/18/2020] [Accepted: 02/19/2020] [Indexed: 12/11/2022] Open
Abstract
Adrenocortical carcinoma (ACC) is a rare and aggressive malignancy with high risk of recurrence despite macroscopically complete surgical resection. The main predictors of ACC recurrence include advanced disease stage, incomplete surgical resection, cortisol production, certain genetic alterations, and high proliferation rate (Ki-67 proliferation index). Mitotane has been the mainstay adjuvant therapy of ACC. However, the use of mitotane is based on retrospective and occasionally conflicting evidence. As mitotane levels can take a few months before reaching therapeutic levels, there is an emerging practice of combining platinum-based chemotherapy with mitotane in the adjuvant setting. Retrospective data indicate that radiotherapy is an option for select patients, particularly those with positive resection margins. There are multiple knowledge gaps in selecting patients for adjuvant therapy. It is of great importance to establish risk calculators to predict recurrence and to implement molecular profiling of ACC to guide adjuvant therapy. The role of immunotherapy in metastatic ACC is emerging and if deemed efficacious, then future studies will be needed to ascertain the role of adjuvant immunotherapy in ACC.
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Affiliation(s)
- Sara Bedrose
- Department of Endocrine Neoplasia and Hormonal Disorders, Unit 1461, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA; (S.B.); (M.D.); (L.A.)
- Department of Endocrinology, Diabetes and Metabolism, Baylor College of Medicine, Houston, TX 77030, USA
| | - Marilyne Daher
- Department of Endocrine Neoplasia and Hormonal Disorders, Unit 1461, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA; (S.B.); (M.D.); (L.A.)
| | - Lina Altameemi
- Department of Endocrine Neoplasia and Hormonal Disorders, Unit 1461, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA; (S.B.); (M.D.); (L.A.)
| | - Mouhammed Amir Habra
- Department of Endocrine Neoplasia and Hormonal Disorders, Unit 1461, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA; (S.B.); (M.D.); (L.A.)
- Correspondence: ; Tel.: +01-(713)-792-2841; Fax: +01-(713)-794-4065
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