44 results on '"G. Assié"'
Search Results
2. ENSAT registry-based randomized clinical trials for adrenocortical carcinoma
- Author
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Crona, J. Baudin, E. Terzolo, M. Chrisoulidou, A. Angelousi, A. Ronchi, C.L. Oliveira, C.L. Nieveen van Dijkum, E.J.M. Ceccato, F. Borson-Chazot, F. Reimondo, G. Tiberi, G.A.M. Ettaieb, H. Kiriakopoulos, A. Letizia, C. Kastelan, D. Osher, E. Yiannakopoulou, E. Arnaldi, G. Assié, G. Paiva, I. Bourdeau, I. Newell-Price, J. Nowak, K.M. Tous Romero, M. de Martino, M.C. Bugalho, M.J. Sherlock, M. Vantyghem, M.-C. Dennedy, M.C. Loli, P. Rodien, P. Feelders, R. de Krijger, R. van Slycke, S. Aylwin, S. Morelli, V. Vroonen, L. Shafigullina, Z. Bancos, I. Trofimiuk-Müldner, M. Quinkler, M. Luconi, M. Kroiss, M. Naruse, M. Igaz, P. Mihai, R. della Casa, S. Berruti, A. Fassnacht, M. Beuschlein, F.
- Abstract
Adrenocortical carcinoma (ACC) is an orphan disease lacking effective systemic treatment options. The low incidence of the disease and high cost of clinical trials are major obstacles in the search for improved treatment strategies. As a novel approach, registry-based clinical trials have been introduced in clinical research, so allowing for significant cost reduction, but without compromising scientific benefit. Herein, we describe how the European Network for the Study of Adrenal Tumours (ENSAT) could transform its current registry into one fit for a clinical trial infrastructure. The rationale to perform randomized registry-based trials in ACC is outlined including an analysis of relevant limitations and challenges. We summarize a survey on this concept among ENSAT members who expressed a strong interest in the concept and rated its scientific potential as high. Legal aspects, including ethical approval of registry-based randomization were identified as potential obstacles. Finally, we describe three potential randomized registry-based clinical trials in an adjuvant setting and for advanced disease with a high potential to be executed within the framework of an advanced ENSAT registry. Thus we, therefore, provide the basis for future registry-based trials for ACC patients. This could ultimately provide proof-of-principle of how to perform more effective randomized trials for an orphan disease. © 2021 BioScientifica Ltd.. All rights reserved.
- Published
- 2021
3. Whole blood transcriptome signature predicts severe forms of COVID-19: Results from the COVIDeF cohort study.
- Author
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Armignacco R, Carlier N, Jouinot A, Birtolo MF, de Murat D, Tubach F, Hausfater P, Simon T, Gorochov G, Pourcher V, Beurton A, Goulet H, Manivet P, Bertherat J, and Assié G
- Subjects
- Humans, Male, Female, Middle Aged, Aged, Cohort Studies, Prognosis, Adult, Severity of Illness Index, Biomarkers blood, Gene Expression Profiling, Membrane Proteins, COVID-19 blood, COVID-19 genetics, Transcriptome, SARS-CoV-2
- Abstract
COVID-19 is associated with heterogeneous outcome. Early identification of a severe progression of the disease is essential to properly manage the patients and improve their outcome. Biomarkers reflecting an increased inflammatory response, as well as individual features including advanced age, male gender, and pre-existing comorbidities, are risk factors of severe COVID-19. Yet, these features show limited accuracy for outcome prediction. The aim was to evaluate the prognostic value of whole blood transcriptome at an early stage of the disease. Blood transcriptome of patients with mild pneumonia was profiled. Patients with subsequent severe COVID-19 were compared to those with favourable outcome, and a molecular predictor based on gene expression was built. Unsupervised classification discriminated patients who would later develop a COVID-19-related severe pneumonia. The corresponding gene expression signature reflected the immune response to the viral infection dominated by a prominent type I interferon, with IFI27 among the most over-expressed genes. A 48-genes transcriptome signature predicting the risk of severe COVID-19 was built on a training cohort, then validated on an external independent cohort, showing an accuracy of 81% for predicting severe outcome. These results identify an early transcriptome signature of severe COVID-19 pneumonia, with a possible relevance to improve COVID-19 patient management., (© 2024. The Author(s).)
- Published
- 2024
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4. DNA hypermethylation driven by DNMT1 and DNMT3A favors tumor immune escape contributing to the aggressiveness of adrenocortical carcinoma.
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Kerdivel G, Amrouche F, Calmejane MA, Carallis F, Hamroune J, Hantel C, Bertherat J, Assié G, and Boeva V
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- Humans, DNA Methylation, Tumor Escape genetics, Prognosis, DNA, CpG Islands, Phenotype, Adrenocortical Carcinoma genetics, Adrenal Cortex Neoplasms genetics, Colorectal Neoplasms genetics
- Abstract
Background: Adrenocortical carcinoma is rare and aggressive endocrine cancer of the adrenal gland. Within adrenocortical carcinoma, a recently described subtype characterized by a CpG island methylator phenotype (CIMP) has been associated with an especially poor prognosis. However, the drivers of CIMP remain unknown. Furthermore, the functional relation between CIMP and poor clinical outcomes of patients with adrenocortical carcinoma stays elusive., Results: Here, we show that CIMP in adrenocortical carcinoma is linked to the increased expression of DNA methyltransferases DNMT1 and DNMT3A driven by a gain of gene copy number and cell hyperproliferation. Importantly, we demonstrate that CIMP contributes to tumor aggressiveness by favoring tumor immune escape. This effect could be at least partially reversed by treatment with the demethylating agent 5-azacytidine., Conclusions: In sum, our findings suggest that co-treatment with demethylating agents might enhance the efficacy of immunotherapy and could represent a novel therapeutic approach for patients with high CIMP adrenocortical carcinoma., (© 2023. The Author(s).)
- Published
- 2023
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5. Artificial intelligence in adrenal imaging: A critical review of current applications.
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Barat M, Gaillard M, Cottereau AS, Fishman EK, Assié G, Jouinot A, Hoeffel C, Soyer P, and Dohan A
- Subjects
- Humans, Machine Learning, Algorithms, Diagnostic Imaging, Artificial Intelligence, Deep Learning
- Abstract
In the elective field of adrenal imaging, artificial intelligence (AI) can be used for adrenal lesion detection, characterization, hypersecreting syndrome management and patient follow-up. Although a perfect AI tool that includes all required steps from detection to analysis does not exist yet, multiple AI algorithms have been developed and tested with encouraging results. However, AI in this setting is still at an early stage. In this regard, most published studies about AI in adrenal gland imaging report preliminary results that do not have yet daily applications in clinical practice. In this review, recent developments and current results of AI in the field of adrenal imaging are presented. Limitations and future perspectives of AI are discussed., Competing Interests: Declaration of Competing Interest The authors declare that they have no competing interest in relation with this article., (Copyright © 2022. Published by Elsevier Masson SAS.)
- Published
- 2023
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6. Whole blood methylome-derived features to discriminate endocrine hypertension.
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Armignacco R, Reel PS, Reel S, Jouinot A, Septier A, Gaspar C, Perlemoine K, Larsen CK, Bouys L, Braun L, Riester A, Kroiss M, Bonnet-Serrano F, Amar L, Blanchard A, Gimenez-Roqueplo AP, Prejbisz A, Januszewicz A, Dobrowolski P, Davies E, MacKenzie SM, Rossi GP, Lenzini L, Ceccato F, Scaroni C, Mulatero P, Williams TA, Pecori A, Monticone S, Beuschlein F, Reincke M, Zennaro MC, Bertherat J, Jefferson E, and Assié G
- Subjects
- Humans, Epigenome, DNA Methylation, Biomarkers, Pheochromocytoma complications, Pheochromocytoma genetics, Hypertension diagnosis, Hypertension genetics, Adrenal Gland Neoplasms diagnosis, Adrenal Gland Neoplasms genetics, Adrenal Gland Neoplasms complications
- Abstract
Background: Arterial hypertension represents a worldwide health burden and a major risk factor for cardiovascular morbidity and mortality. Hypertension can be primary (primary hypertension, PHT), or secondary to endocrine disorders (endocrine hypertension, EHT), such as Cushing's syndrome (CS), primary aldosteronism (PA), and pheochromocytoma/paraganglioma (PPGL). Diagnosis of EHT is currently based on hormone assays. Efficient detection remains challenging, but is crucial to properly orientate patients for diagnostic confirmation and specific treatment. More accurate biomarkers would help in the diagnostic pathway. We hypothesized that each type of endocrine hypertension could be associated with a specific blood DNA methylation signature, which could be used for disease discrimination. To identify such markers, we aimed at exploring the methylome profiles in a cohort of 255 patients with hypertension, either PHT (n = 42) or EHT (n = 213), and at identifying specific discriminating signatures using machine learning approaches., Results: Unsupervised classification of samples showed discrimination of PHT from EHT. CS patients clustered separately from all other patients, whereas PA and PPGL showed an overall overlap. Global methylation was decreased in the CS group compared to PHT. Supervised comparison with PHT identified differentially methylated CpG sites for each type of endocrine hypertension, showing a diffuse genomic location. Among the most differentially methylated genes, FKBP5 was identified in the CS group. Using four different machine learning methods-Lasso (Least Absolute Shrinkage and Selection Operator), Logistic Regression, Random Forest, and Support Vector Machine-predictive models for each type of endocrine hypertension were built on training cohorts (80% of samples for each hypertension type) and estimated on validation cohorts (20% of samples for each hypertension type). Balanced accuracies ranged from 0.55 to 0.74 for predicting EHT, 0.85 to 0.95 for predicting CS, 0.66 to 0.88 for predicting PA, and 0.70 to 0.83 for predicting PPGL., Conclusions: The blood DNA methylome can discriminate endocrine hypertension, with methylation signatures for each type of endocrine disorder., (© 2022. The Author(s).)
- Published
- 2022
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7. TP53 mutations in functional corticotroph tumors are linked to invasion and worse clinical outcome.
- Author
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Perez-Rivas LG, Simon J, Albani A, Tang S, Roeber S, Assié G, Deutschbein T, Fassnacht M, Gadelha MR, Hermus AR, Stalla GK, Tichomirowa MA, Rotermund R, Flitsch J, Buchfelder M, Nasi-Kordhishti I, Honegger J, Thorsteinsdottir J, Saeger W, Herms J, Reincke M, and Theodoropoulou M
- Subjects
- Corticotrophs pathology, Humans, Ki-67 Antigen, Mutation genetics, Tumor Suppressor Protein p53 genetics, Adenoma genetics, Pituitary ACTH Hypersecretion genetics, Pituitary ACTH Hypersecretion pathology
- Abstract
Corticotroph macroadenomas are rare but difficult to manage intracranial neoplasms. Mutations in the two Cushing's disease mutational hotspots USP8 and USP48 are less frequent in corticotroph macroadenomas and invasive tumors. There is evidence that TP53 mutations are not as rare as previously thought in these tumors. The aim of this study was to determine the prevalence of TP53 mutations in corticotroph tumors, with emphasis on macroadenomas, and their possible association with clinical and tumor characteristics. To this end, the entire TP53 coding region was sequenced in 86 functional corticotroph tumors (61 USP8 wild type; 66 macroadenomas) and the clinical characteristics of patients with TP53 mutant tumors were compared with TP53/USP8 wild type and USP8 mutant tumors. We found pathogenic TP53 variants in 9 corticotroph tumors (all macroadenomas and USP8 wild type). TP53 mutant tumors represented 14% of all functional corticotroph macroadenomas and 24% of all invasive tumors, were significantly larger and invasive, and had higher Ki67 indices and Knosp grades compared to wild type tumors. Patients with TP53 mutant tumors had undergone more therapeutic interventions, including radiation and bilateral adrenalectomy. In conclusion, pathogenic TP53 variants are more frequent than expected, representing a relevant amount of functional corticotroph macroadenomas and invasive tumors. TP53 mutations associated with more aggressive tumor features and difficult to manage disease., (© 2022. The Author(s).)
- Published
- 2022
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8. Outcome of giant pituitary tumors requiring surgery.
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Gaillard S, Adeniran S, Villa C, Jouinot A, Raffin-Sanson ML, Feuvret L, Verrelle P, Bonnet F, Dohan A, Bertherat J, Assié G, and Baussart B
- Subjects
- Humans, Neurosurgical Procedures, Retrospective Studies, Treatment Outcome, Adenoma complications, Adenoma surgery, Pituitary Neoplasms complications, Pituitary Neoplasms surgery
- Abstract
Objective: The management of giant pituitary tumors is complex, with few publications and recommendations. Consequently, patient's care mainly relies on clinical experience. We report here a first large series of patients with giant pituitary tumors managed by a multidisciplinary expert team, focusing on treatments and outcome., Methods: A retrospective cohort study was conducted. Giant pituitary tumors were defined by a main diameter > 40mm. Macroprolactinomas sensitive to dopamine agonists were excluded. All patients were operated by a single neurosurgical team. After surgery, multimodal management was proposed, including hormone replacement, radiotherapy and anti-tumor medical therapies. Outcome was modeled using Kaplan-Meyer representation. A logistic regression model was built to identify the risk factors associated with surgical complications., Results: 63 consecutive patients presented a giant adenoma, most often with visual defects. Patients were operated once, twice or three times in 59%, 40% and 1% of cases respectively, mainly through endoscopic endonasal approach. Giant adenomas included gonadotroph, corticotroph, somatotroph, lactotroph and mixed GH-PRL subtypes in 67%, 14%, 11%, 6% and 2% of patients respectively. Vision improved in 89% of patients with prior visual defects. Severe surgical complications occurred in 11% of patients, mainly for tumors > 50 mm requiring microscopic transcranial approach. Additional radiotherapy was needed for 29% of patients, 3 to 56 months after first surgery. For 6% of patients, Temozolomide treatment was required, 19 to 66 months after first surgery., Conclusions: Giant pituitary tumors require multimodal management, with a central role of surgery. Most often, tumor control can be achieved by expert multidisciplinary teams., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Gaillard, Adeniran, Villa, Jouinot, Raffin-Sanson, Feuvret, Verrelle, Bonnet, Dohan, Bertherat, Assié and Baussart.)
- Published
- 2022
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9. Predicting Hypertension Subtypes with Machine Learning Using Targeted Metabolites and Their Ratios.
- Author
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Reel S, Reel PS, Erlic Z, Amar L, Pecori A, Larsen CK, Tetti M, Pamporaki C, Prehn C, Adamski J, Prejbisz A, Ceccato F, Scaroni C, Kroiss M, Dennedy MC, Deinum J, Eisenhofer G, Langton K, Mulatero P, Reincke M, Rossi GP, Lenzini L, Davies E, Gimenez-Roqueplo AP, Assié G, Blanchard A, Zennaro MC, Beuschlein F, and Jefferson ER
- Abstract
Hypertension is a major global health problem with high prevalence and complex associated health risks. Primary hypertension (PHT) is most common and the reasons behind primary hypertension are largely unknown. Endocrine hypertension (EHT) is another complex form of hypertension with an estimated prevalence varying from 3 to 20% depending on the population studied. It occurs due to underlying conditions associated with hormonal excess mainly related to adrenal tumours and sub-categorised: primary aldosteronism (PA), Cushing's syndrome (CS), pheochromocytoma or functional paraganglioma (PPGL). Endocrine hypertension is often misdiagnosed as primary hypertension, causing delays in treatment for the underlying condition, reduced quality of life, and costly antihypertensive treatment that is often ineffective. This study systematically used targeted metabolomics and high-throughput machine learning methods to predict the key biomarkers in classifying and distinguishing the various subtypes of endocrine and primary hypertension. The trained models successfully classified CS from PHT and EHT from PHT with 92% specificity on the test set. The most prominent targeted metabolites and metabolite ratios for hypertension identification for different disease comparisons were C18:1, C18:2, and Orn/Arg. Sex was identified as an important feature in CS vs. PHT classification.
- Published
- 2022
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10. Decreased steroidogenic enzyme activity in benign adrenocortical tumors is more pronounced in bilateral lesions as determined by steroid profiling in LC-MS/MS during ACTH stimulation test.
- Author
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Bonnet-Serrano F, Barat M, Vaczlavik A, Jouinot A, Bouys L, Laguillier-Morizot C, Zientek C, Simonneau C, Larger E, Guignat L, Groussin L, Assié G, Guibourdenche J, Nicolis I, Menet MC, and Bertherat J
- Abstract
Objective: Large response of steroid precursors, including 17-hydroxyprogesterone, to adrenocorticotropic hormone (ACTH) has been described in adrenocortical tumors, suggesting the existence of intra-tumoral enzymatic deficiencies. This study aimed to compare steroidogenesis enzymes activity in unilateral and bilateral benign tumors using serum steroid profiling in liquid chromatography coupled with tandem mass spectrometry (LC-MS/MS) in the basal state and after ACTH 1-24 stimulation., Design and Methods: A serum profile of seven consecutive adrenal steroids was determined in LC-MS/MS in the basal state (T0) and after ACTH 1-24 stimulation (T60) in 35 patients with bilateral adrenocortical tumors (BL), 38 patients with unilateral tumors (UL) and 37 control subjects (CT). Response amplitude of each individual steroid was evaluated by T60/T0 ratio, whereas enzymatic activity was assessed by the downstream/upstream steroid ratio. Adrenal volume was quantified by a semi-automatic segmentation method., Results: For the seven steroids assayed, the amplitude of response to ACTH was higher in BL than in UL and in CT. The difference between BL and UL persisted even after matching patients on adrenal volume. On glucocorticoids pathway, enzymatic activity of CYP11B1 was significantly decreased in BL (78.3 (43.1-199.4)) in comparison to both UL (122.7 (13.8-228.4), P = 0.0002) and CT (186.8 (42.1-1236.3), P < 0.0001). On mineralocorticoids and androgens pathways, the enzymatic activity of CYP11B2 and CYP17A1-17,20 lyase was also lower in BL than UL and CT., Conclusions: Decreased activity of distal steroidogenesis enzymes CYP11B1, CYP11B2 and CYP17A1-17,20 lyase, responsible for an explosive response to ACTH of upstream precursors in bilateral tumors, limits the synthesis of bioactive steroids, in particular cortisol, despite the increase in adrenal mass., Significance Statement: Activity of distal steroidogenesis enzymes (CYP11B1, CYP11B2 and CYP17A1 on glucocorticoids, mineralocorticoids and androgens pathways, respectively) is decreased in adrenocortical benign tumors. This decrease is more pronounced in bilateral lesions and seems to depend more on the nature of the lesion than on the increase in adrenal volume. It is responsible for the explosive response to ACTH of steroid precursors located upstream of these enzymes. It probably allows bioactive steroids, particularly cortisol, to stay in the normal range for a long time despite the increase in adrenal mass.
- Published
- 2022
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11. KDM1A inactivation causes hereditary food-dependent Cushing syndrome.
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Vaczlavik A, Bouys L, Violon F, Giannone G, Jouinot A, Armignacco R, Cavalcante IP, Berthon A, Letouzé E, Vaduva P, Barat M, Bonnet F, Perlemoine K, Ribes C, Sibony M, North MO, Espiard S, Emy P, Haissaguerre M, Tauveron I, Guignat L, Groussin L, Dousset B, Reincke M, Fragoso MC, Stratakis CA, Pasmant E, Libé R, Assié G, Ragazzon B, and Bertherat J
- Subjects
- Armadillo Domain Proteins genetics, Histone Demethylases genetics, Humans, Hyperplasia, Phenotype, Cushing Syndrome diagnosis, Cushing Syndrome genetics, Cushing Syndrome surgery
- Abstract
Purpose: This study aimed to investigate the genetic cause of food-dependent Cushing syndrome (FDCS) observed in patients with primary bilateral macronodular adrenal hyperplasia (PBMAH) and adrenal ectopic expression of the glucose-dependent insulinotropic polypeptide receptor. Germline ARMC5 alterations have been reported in about 25% of PBMAH index cases but are absent in patients with FDCS., Methods: A multiomics analysis of PBMAH tissues from 36 patients treated by adrenalectomy was performed (RNA sequencing, single-nucleotide variant array, methylome, miRNome, exome sequencing)., Results: The integrative analysis revealed 3 molecular groups with different clinical features, namely G1, comprising 16 patients with ARMC5 inactivating variants; G2, comprising 6 patients with FDCS with glucose-dependent insulinotropic polypeptide receptor ectopic expression; and G3, comprising 14 patients with a less severe phenotype. Exome sequencing revealed germline truncating variants of KDM1A in 5 G2 patients, constantly associated with a somatic loss of the KDM1A wild-type allele on 1p, leading to a loss of KDM1A expression both at messenger RNA and protein levels (P = 1.2 × 10
-12 and P < .01, respectively). Subsequently, KDM1A pathogenic variants were identified in 4 of 4 additional index cases with FDCS., Conclusion: KDM1A inactivation explains about 90% of FDCS PBMAH. Genetic screening for ARMC5 and KDM1A can now be offered for most PBMAH operated patients and their families, opening the way to earlier diagnosis and improved management., Competing Interests: Conflict of Interest The authors declare no conflicts of interest., (Copyright © 2021 American College of Medical Genetics and Genomics. All rights reserved.)- Published
- 2022
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12. Adrenal Mass Characterization in the Era of Quantitative Imaging: State of the Art.
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Barat M, Cottereau AS, Gaujoux S, Tenenbaum F, Sibony M, Bertherat J, Libé R, Gaillard M, Jouinot A, Assié G, Hoeffel C, Soyer P, and Dohan A
- Abstract
Detection and characterization of adrenal lesions have evolved during the past two decades. Although the role of imaging in adrenal lesions associated with hormonal secretion is usually straightforward, characterization of non-functioning adrenal lesions may be challenging to confidently identify those that need to be resected. Although many adrenal lesions can be readily diagnosed when they display typical imaging features, the diagnosis may be challenging for atypical lesions. Computed tomography (CT) remains the cornerstone of adrenal imaging, but other morphological or functional modalities can be used in combination to reach a diagnosis and avoid useless biopsy or surgery. Early- and delayed-phase contrast-enhanced CT images are essential for diagnosing lipid-poor adenoma. Ongoing studies are evaluating the capabilities of dual-energy CT to provide valid virtual non-contrast attenuation and iodine density measurements from contrast-enhanced examinations. Adrenal lesions with attenuation values between 10 and 30 Hounsfield units (HU) on unenhanced CT can be characterized by MRI when iodinated contrast material injection cannot be performed.
18 F-FDG PET/CT helps differentiate between atypical benign and malignant adrenal lesions, with the adrenal-to-liver maximum standardized uptake value ratio being the most discriminative variable. Recent studies evaluating the capabilities of radiomics and artificial intelligence have shown encouraging results.- Published
- 2022
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13. Somatotroph Tumors and the Epigenetic Status of the GNAS Locus.
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Romanet P, Galluso J, Kamenicky P, Hage M, Theodoropoulou M, Roche C, Graillon T, Etchevers HC, De Murat D, Mougel G, Figarella-Branger D, Dufour H, Cuny T, Assié G, and Barlier A
- Subjects
- Adult, Aged, Aged, 80 and over, Alleles, Chromogranins metabolism, DNA Methylation, Epigenesis, Genetic, Female, GTP-Binding Protein alpha Subunits, Gs metabolism, Gene Expression Regulation, Neoplastic, Genomic Imprinting, Humans, Male, Middle Aged, Mutation, Pituitary Neoplasms metabolism, Pituitary Neoplasms pathology, Somatotrophs pathology, Young Adult, Chromogranins genetics, GTP-Binding Protein alpha Subunits, Gs genetics, Pituitary Neoplasms genetics, Somatotrophs metabolism
- Abstract
Forty percent of somatotroph tumors harbor recurrent activating GNAS mutations, historically called the gsp oncogene. In gsp -negative somatotroph tumors, GNAS expression itself is highly variable; those with GNAS overexpression most resemble phenotypically those carrying the gsp oncogene. GNAS is monoallelically expressed in the normal pituitary due to methylation-based imprinting. We hypothesize that changes in GNAS imprinting of gsp -negative tumors affect GNAS expression levels and tumorigenesis. We characterized the GNAS locus in two independent somatotroph tumor cohorts: one of 23 tumors previously published (PMID: 31883967) and classified by pan-genomic analysis, and a second with 82 tumors. Multi-omics analysis of the first cohort identified a significant difference between gsp -negative and gsp -positive tumors in the methylation index at the known differentially methylated region (DMR) of the GNAS A/B transcript promoter, which was confirmed in the larger series of 82 tumors. GNAS allelic expression was analyzed using a polymorphic Fok1 cleavage site in 32 heterozygous gsp -negative tumors. GNAS expression was significantly reduced in the 14 tumors with relaxed GNAS imprinting and biallelic expression, compared to 18 tumors with monoallelic expression. Tumors with relaxed GNAS imprinting showed significantly lower SSTR2 and AIP expression levels. Altered A/B DMR methylation was found exclusively in gsp -negative somatotroph tumors. 43% of gsp -negative tumors showed GNAS imprinting relaxation, which correlated with lower GNAS , SSTR2 and AIP expression, indicating lower sensitivity to somatostatin analogues and potentially aggressive behavior.
- Published
- 2021
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14. Preoperative Detection of Liver Involvement by Right-Sided Adrenocortical Carcinoma Using CT and MRI.
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Kedra A, Dohan A, Gaujoux S, Sibony M, Jouinot A, Assié G, Groussin Rouiller L, Libé R, Bertherat J, Soyer P, and Barat M
- Abstract
The major prognosis factor of adrenocortical carcinoma (ACC) is the completeness of surgery. The aim of our study was to identify preoperative imaging features associated with direct liver involvement (DLI) by right-sided ACC. Two radiologists, blinded to the outcome, independently reviewed preoperative CT and MRI examinations for eight signs of DLI, in patients operated for right-sided ACC and retrospectively included from November 2007 to January 2020. DLI was confirmed using surgical and histopathological findings. Kappa values were calculated. Univariable and multivariable analyses were performed by using a logistic regression model. Receiver operating characteristic (ROC) curves were built for CT and MRI. Twenty-nine patients were included. Seven patients had DLI requiring en bloc resection. At multivariable analysis, focal ACC bulge was the single independent sign associated with DLI on CT (OR: 60.00; 95% CI: 4.60-782.40; p < 0.001), and ACC contour disruption was the single independent sign associated with DLI on MRI (OR: 126.00; 95% CI: 6.82-2328.21; p < 0.001). Both signs were highly reproducible, with respective kappa values of 0.85 and 0.91. The areas under ROC curves of MRI and CT models were not different ( p = 0.838). Focal ACC bulge on CT and ACC contour disruption on MRI are independent and highly reproducible signs, strongly associated with DLI by right-sided ACC on preoperative imaging. MRI does not improve the preoperative assessment of DLI by comparison with CT.
- Published
- 2021
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15. Targeted Metabolomics as a Tool in Discriminating Endocrine From Primary Hypertension.
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Erlic Z, Reel P, Reel S, Amar L, Pecori A, Larsen CK, Tetti M, Pamporaki C, Prehn C, Adamski J, Prejbisz A, Ceccato F, Scaroni C, Kroiss M, Dennedy MC, Deinum J, Langton K, Mulatero P, Reincke M, Lenzini L, Gimenez-Roqueplo AP, Assié G, Blanchard A, Zennaro MC, Jefferson E, and Beuschlein F
- Subjects
- Adrenal Gland Neoplasms complications, Adrenal Gland Neoplasms diagnosis, Adult, Aged, Cushing Syndrome complications, Cushing Syndrome diagnosis, Diagnosis, Differential, Diagnostic Techniques, Endocrine, Endocrine System Diseases etiology, Essential Hypertension diagnosis, Europe, Female, Humans, Hyperaldosteronism diagnosis, Hypertension classification, Hypertension etiology, Male, Middle Aged, Paraganglioma complications, Paraganglioma diagnosis, Pheochromocytoma complications, Pheochromocytoma diagnosis, Retrospective Studies, Endocrine System Diseases diagnosis, Hypertension diagnosis, Metabolomics methods
- Abstract
Context: Identification of patients with endocrine forms of hypertension (EHT) (primary hyperaldosteronism [PA], pheochromocytoma/paraganglioma [PPGL], and Cushing syndrome [CS]) provides the basis to implement individualized therapeutic strategies. Targeted metabolomics (TM) have revealed promising results in profiling cardiovascular diseases and endocrine conditions associated with hypertension., Objective: Use TM to identify distinct metabolic patterns between primary hypertension (PHT) and EHT and test its discriminating ability., Methods: Retrospective analyses of PHT and EHT patients from a European multicenter study (ENSAT-HT). TM was performed on stored blood samples using liquid chromatography mass spectrometry. To identify discriminating metabolites a "classical approach" (CA) (performing a series of univariate and multivariate analyses) and a "machine learning approach" (MLA) (using random forest) were used.The study included 282 adult patients (52% female; mean age 49 years) with proven PHT (n = 59) and EHT (n = 223 with 40 CS, 107 PA, and 76 PPGL), respectively., Results: From 155 metabolites eligible for statistical analyses, 31 were identified discriminating between PHT and EHT using the CA and 27 using the MLA, of which 16 metabolites (C9, C16, C16:1, C18:1, C18:2, arginine, aspartate, glutamate, ornithine, spermidine, lysoPCaC16:0, lysoPCaC20:4, lysoPCaC24:0, PCaeC42:0, SM C18:1, SM C20:2) were found by both approaches. The receiver operating characteristic curve built on the top 15 metabolites from the CA provided an area under the curve (AUC) of 0.86, which was similar to the performance of the 15 metabolites from MLA (AUC 0.83)., Conclusion: TM identifies distinct metabolic pattern between PHT and EHT providing promising discriminating performance., (© The Author(s) 2020. Published by Oxford University Press on behalf of the Endocrine Society.)
- Published
- 2021
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16. Glucocorticoid Excess in Patients with Pheochromocytoma Compared with Paraganglioma and Other Forms of Hypertension.
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Constantinescu G, Langton K, Conrad C, Amar L, Assié G, Gimenez-Roqueplo AP, Blanchard A, Larsen CK, Mulatero P, Williams TA, Prejbisz A, Fassnacht M, Bornstein S, Ceccato F, Fliedner S, Dennedy M, Peitzsch M, Sinnott R, Januszewicz A, Beuschlein F, Reincke M, Zennaro MC, Eisenhofer G, and Deinum J
- Subjects
- Adrenal Gland Neoplasms complications, Adrenal Gland Neoplasms physiopathology, Adrenal Gland Neoplasms surgery, Adult, Aged, Cross-Sectional Studies, Europe epidemiology, Female, Humans, Hyperaldosteronism etiology, Hyperaldosteronism metabolism, Hyperaldosteronism physiopathology, Hyperaldosteronism surgery, Hypertension etiology, Hypertension physiopathology, Hypertension surgery, Male, Middle Aged, Paraganglioma complications, Paraganglioma physiopathology, Paraganglioma surgery, Pheochromocytoma complications, Pheochromocytoma physiopathology, Pheochromocytoma surgery, Retrospective Studies, Adrenal Gland Neoplasms blood, Glucocorticoids blood, Hypertension blood, Paraganglioma blood, Pheochromocytoma blood
- Abstract
Context: Catecholamines and adrenocortical steroids are important regulators of blood pressure. Bidirectional relationships between adrenal steroids and catecholamines have been established but whether this is relevant to patients with pheochromocytoma is unclear., Objective: This study addresses the hypothesis that patients with pheochromocytoma and paraganglioma (PPGL) have altered steroid production compared with patients with primary hypertension., Design: Multicenter cross-sectional study., Setting: Twelve European referral centers., Patients: Subjects included 182 patients with pheochromocytoma, 36 with paraganglioma and 270 patients with primary hypertension. Patients with primary aldosteronism (n = 461) and Cushing syndrome (n = 124) were included for additional comparisons., Intervention: In patients with PPGLs, surgical resection of tumors., Outcome Measures: Differences in mass spectrometry-based profiles of 15 adrenal steroids between groups and after surgical resection of PPGLs. Relationships of steroids to plasma and urinary metanephrines and urinary catecholamines., Results: Patients with pheochromocytoma had higher (P < .05) circulating concentrations of cortisol, 11-deoxycortisol, 11-deoxycorticosterone, and corticosterone than patients with primary hypertension. Concentrations of cortisol, 11-deoxycortisol, and corticosterone were also higher (P < .05) in patients with pheochromocytoma than with paraganglioma. These steroids correlated positively with plasma and urinary metanephrines and catecholamines in patients with pheochromocytoma, but not paraganglioma. After adrenalectomy, there were significant decreases in cortisol, 11-deoxycortisol, corticosterone, 11-deoxycorticosterone, aldosterone, and 18-oxocortisol., Conclusions: This is the first large study in patients with PPGLs that supports in a clinical setting the concept of adrenal cortical-medullary interactions involving an influence of catecholamines on adrenal steroids. These findings could have implications for the cardiovascular complications of PPGLs and the clinical management of patients with the tumors., (© Endocrine Society 2020.)
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- 2020
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17. Intratumor heterogeneity of prognostic DNA-based molecular markers in adrenocortical carcinoma.
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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, and Bertherat J
- 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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- 2020
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18. Frequency and Incidence of Carney Complex Manifestations: A Prospective Multicenter Study With a Three-Year Follow-Up.
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Espiard S, Vantyghem MC, Assié G, Cardot-Bauters C, Raverot G, Brucker-Davis F, Archambeaud-Mouveroux F, Lefebvre H, Nunes ML, Tabarin A, Lienhardt A, Chabre O, Houang M, Bottineau M, Stroër S, Groussin L, Guignat L, Cabanes L, Feydy A, Bonnet F, North MO, Dupin N, Grabar S, Duboc D, and Bertherat J
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- Adolescent, Adult, Aged, Carney Complex diagnosis, Carney Complex genetics, Child, Child, Preschool, Cyclic AMP-Dependent Protein Kinase RIalpha Subunit genetics, Female, Follow-Up Studies, France epidemiology, Humans, Incidence, Male, Middle Aged, Prevalence, Prospective Studies, Young Adult, Carney Complex epidemiology
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Introduction: Carney Complex (CNC) is a rare multiple endocrine and nonendocrine neoplasia syndrome. Manifestations and genotype-phenotype correlations have been described by retrospective studies, but no prospective study evaluating the occurrence of the different manifestations has been available so far., Methods: This multicenter national prospective study included patients with CNC, primary pigmented nodular adrenal disease (PPNAD), or a pathogenic PRKAR1A mutation; after a full initial workup, participants were followed for 3 years with annual standardized evaluation., Results: The cohort included 70 patients (50 female/20 male, mean age 35.4 ± 16.7 years, 81% carrying PRKAR1A mutation). The initial investigations allowed identification of several manifestations. At the end of the 3-year follow-up, the newly diagnosed manifestations of the disease were subclinical acromegaly in 6 patients, bilateral testicular calcifications in 1 patient, and cardiac myxomas in 2 patients. Recurrences of cardiac myxomas were diagnosed in 4 patients during the 3-year follow-up study period. Asymptomatic abnormalities of the corticotroph and somatotroph axis that did not meet criteria of PPNAD and acromegaly were observed in 11.4% and 30% of the patients, respectively. Patients carrying the PRKAR1A c.709-7del6 mutation had a mild phenotype., Conclusion: This study underlines the importance of a systematic follow-up of the CNC manifestations, especially a biannual screening for cardiac myxoma. By contrast, regular screening for the other manifestations after a first extensive workup could be spread out, leading to a lighter and more acceptable follow-up schedule for patients. These are important results for recommendations for long-term management of CNC patients., (© Endocrine Society 2020. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.)
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- 2020
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19. Pangenomic Classification of Pituitary Neuroendocrine Tumors.
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Neou M, Villa C, Armignacco R, Jouinot A, Raffin-Sanson ML, Septier A, Letourneur F, Diry S, Diedisheim M, Izac B, Gaspar C, Perlemoine K, Verjus V, Bernier M, Boulin A, Emile JF, Bertagna X, Jaffrezic F, Laloe D, Baussart B, Bertherat J, Gaillard S, and Assié G
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- Adolescent, Adult, Aged, Aged, 80 and over, Cell Lineage, Chromosome Aberrations, DNA Methylation, Endopeptidases metabolism, Endosomal Sorting Complexes Required for Transport metabolism, Epigenesis, Genetic, Epigenome, Exome, Female, Humans, Male, Middle Aged, Mutation, Neoplasm Invasiveness, Neuroendocrine Tumors pathology, Pituitary Gland metabolism, Pituitary Neoplasms pathology, Prognosis, Transcriptome, Ubiquitin Thiolesterase metabolism, Young Adult, Neuroendocrine Tumors diagnosis, Neuroendocrine Tumors genetics, Pituitary Neoplasms diagnosis, Pituitary Neoplasms genetics
- Abstract
Pituitary neuroendocrine tumors (PitNETs) are common, with five main histological subtypes: lactotroph, somatotroph, and thyrotroph (POU1F1/PIT1 lineage); corticotroph (TBX19/TPIT lineage); and gonadotroph (NR5A1/SF1 lineage). We report a comprehensive pangenomic classification of PitNETs. PitNETs from POU1F1/PIT1 lineage showed an epigenetic signature of diffuse DNA hypomethylation, with transposable elements expression and chromosomal instability (except for GNAS-mutated somatotrophs). In TPIT lineage, corticotrophs were divided into three classes: the USP8-mutated with overt secretion, the USP8-wild-type with increased invasiveness and increased epithelial-mesenchymal transition, and the large silent tumors with gonadotroph transdifferentiation. Unexpected expression of gonadotroph markers was also found in GNAS-wild-type somatotrophs (SF1 expression), challenging the current definition of SF1/gonadotroph lineage. This classification improves our understanding and affects the clinical stratification of patients with PitNETs., (Copyright © 2019 Elsevier Inc. All rights reserved.)
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- 2020
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20. EZH2 cooperates with E2F1 to stimulate expression of genes involved in adrenocortical carcinoma aggressiveness.
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Tabbal H, Septier A, Mathieu M, Drelon C, Rodriguez S, Djari C, Batisse-Lignier M, Tauveron I, Pointud JC, Sahut-Barnola I, Ragazzon B, Assié G, Bertherat J, Lefrançois-Martinez AM, Martinez A, and Val P
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- Adenosine analogs & derivatives, Adenosine pharmacology, Animals, Cell Cycle Proteins genetics, Cell Proliferation drug effects, Cell Proliferation genetics, Chromatin Immunoprecipitation, Computational Biology, Enhancer of Zeste Homolog 2 Protein antagonists & inhibitors, Humans, Indoles pharmacology, Mice, Knockout, Multivariate Analysis, Proportional Hazards Models, Ribonucleoside Diphosphate Reductase antagonists & inhibitors, Ribonucleoside Diphosphate Reductase genetics, Securin genetics, Adrenal Cortex Neoplasms genetics, Adrenocortical Carcinoma genetics, E2F1 Transcription Factor genetics, Enhancer of Zeste Homolog 2 Protein genetics, Gene Expression Regulation, Neoplastic
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Background: EZH2 is overexpressed and associated with poor prognosis in adrenocortical carcinoma (ACC) and its inhibition reduces growth and aggressiveness of ACC cells in culture. Although EZH2 was identified as the methyltransferase that deposits the repressive H3K27me3 histone mark, it can cooperate with transcription factors to stimulate gene transcription., Methods: We used bioinformatics approaches on gene expression data from three cohorts of patients and a mouse model of EZH2 ablation, to identify targets and mode of action of EZH2 in ACC. This was followed by ChIP and functional assays to evaluate contribution of identified targets to ACC pathogenesis., Results: We show that EZH2 mostly works as a transcriptional inducer in ACC, through cooperation with the transcription factor E2F1 and identify three positive targets involved in cell cycle regulation and mitosis i.e., RRM2, PTTG1 and ASE1/PRC1. Overexpression of these genes is associated with poor prognosis, suggesting a potential role in acquisition of aggressive ACC features. Pharmacological and siRNA-mediated inhibition of RRM2 blocks cell proliferation, induces apoptosis and inhibits cell migration, suggesting that it may be an interesting target in ACC., Conclusions: Altogether, these data show an unexpected role of EZH2 and E2F1 in stimulating expression of genes associated with ACC aggressiveness.
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- 2019
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21. Pharmacokinetic interaction between mitotane and etoposide in adrenal carcinoma: a pilot study.
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Jouinot A, Royer B, Chatelut E, Moeung S, Assié G, Thomas-Schoemann A, Bertherat J, Goldwasser F, and Blanchet B
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Background The combination of mitotane and platinum-etoposide chemotherapy is a front-line treatment in metastatic adrenocortical carcinoma (ACC), although this regimen shows limited efficacy. Pharmacokinetic drug-drug interaction between mitotane, a strong CYP3A4 inducer, and etoposide, which is a substrate of CYP3A4, may contribute to chemoresistance. The aim of this pilot study was to assess the pharmacokinetic interaction between mitotane and etoposide in ACC patients. Methods Five consecutive ACC patients treated with platinum etoposide (120-150 mg/m2 day 1-2-3 at cycle 1), with or without concomitant mitotane, were included. In the absence of limiting toxicity, a dose escalation of etoposide was proposed since cycle 2. Plasma etoposide concentrations were measured using liquid chromatography at 0, 4 and 24 h after each infusion. Clearance and area under the curve (AUC) of etoposide were determined at each cycle. Results Patients received two to six chemotherapy cycles, in association with mitotane (N = 4) or after mitotane discontinuation (N = 1). Etoposide clearance was two-fold higher with concomitant mitotane (4.95 L/h) than after mitotane discontinuation (2.53 L/h, P = 0.014), and 2.5-fold higher than that in reference population not treated with mitotane (1.81 L/h). Etoposide dose escalation was performed in four patients under mitotane, resulting in two minor tumor responses and one severe toxicity (febrile aplasia) at dose of 300 mg/m2/day. Tumor response was associated with higher etoposide AUC (267.3 vs 188.8 mg.h/L, P = 0.04). Conclusion A drug-drug interaction between mitotane and etoposide may contribute to the low efficacy of platinum-etoposide chemotherapy. This pilot study suggests further a potential benefit of increasing etoposide dose in ACC patients receiving mitotane.
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- 2018
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22. Activating PRKACB somatic mutation in cortisol-producing adenomas.
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Espiard S, Knape MJ, Bathon K, Assié G, Rizk-Rabin M, Faillot S, Luscap-Rondof W, Abid D, Guignat L, Calebiro D, Herberg FW, Stratakis CA, and Bertherat J
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- Adenoma metabolism, Adrenal Gland Neoplasms diagnostic imaging, Adrenal Gland Neoplasms pathology, Adrenal Gland Neoplasms surgery, Adrenal Insufficiency etiology, Adrenalectomy methods, Adult, Catalytic Domain genetics, Cushing Syndrome pathology, Cushing Syndrome surgery, Cyclic AMP Receptor Protein metabolism, Cyclic AMP-Dependent Protein Kinase Catalytic Subunits, Female, Holoenzymes metabolism, Humans, Mutation, Treatment Outcome, Exome Sequencing methods, Adenoma enzymology, Cushing Syndrome diagnostic imaging, Cyclic AMP-Dependent Protein Kinases genetics, Hydrocortisone metabolism
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Mutations in the gene encoding the protein kinase A (PKA) catalytic subunit α have been found to be responsible for cortisol-producing adenomas (CPAs). In this study, we identified by whole-exome sequencing the somatic mutation p.S54L in the PRKACB gene, encoding the catalytic subunit β (Cβ) of PKA, in a CPA from a patient with severe Cushing syndrome. Bioluminescence resonance energy transfer and surface plasmon resonance assays revealed that the mutation hampers formation of type I holoenzymes and that these holoenzymes were highly sensitive to cAMP. PKA activity, measured both in cell lysates and with recombinant proteins, based on phosphorylation of a synthetic substrate, was higher under basal conditions for the mutant enzyme compared with the WT, while maximal activity was lower. These data suggest that at baseline the PRKACB p.S54L mutant drove the adenoma cells to higher cAMP signaling activity, probably contributing to their autonomous growth. Although the role of PRKACB in tumorigenesis has been suggested, we demonstrated for the first time to our knowledge that a PRKACB mutation can lead to an adrenal tumor. Moreover, this observation describes another mechanism of PKA pathway activation in CPAs and highlights the particular role of residue Ser54 for the function of PKA.
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- 2018
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23. Detection and monitoring of circulating tumor DNA in adrenocortical carcinoma.
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Garinet S, Nectoux J, Neou M, Pasmant E, Jouinot A, Sibony M, Orhant L, Pipoli da Fonseca J, Perlemoine K, Bricaire L, Groussin L, Soubrane O, Dousset B, Libe R, Letourneur F, Bertherat J, and Assié G
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- Adrenal Cortex Neoplasms diagnostic imaging, Adrenocortical Carcinoma diagnostic imaging, Adult, Aged, Aged, 80 and over, Female, Humans, Male, Middle Aged, Sequence Analysis, DNA, Tomography, X-Ray Computed, Adrenal Cortex Neoplasms genetics, Adrenocortical Carcinoma genetics, Circulating Tumor DNA
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- 2018
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24. Calling Chromosome Alterations, DNA Methylation Statuses, and Mutations in Tumors by Simple Targeted Next-Generation Sequencing: A Solution for Transferring Integrated Pangenomic Studies into Routine Practice?
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Garinet S, Néou M, de La Villéon B, Faillot S, Sakat J, Da Fonseca JP, Jouinot A, Le Tourneau C, Kamal M, Luscap-Rondof W, Boeva V, Gaujoux S, Vidaud M, Pasmant E, Letourneur F, Bertherat J, and Assié G
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- Alleles, Computational Biology methods, CpG Islands, DNA Copy Number Variations, Diagnostic Tests, Routine methods, Gene Frequency, Genomics methods, Genotype, Humans, Polymorphism, Single Nucleotide, Sequence Analysis, DNA, Biomarkers, Tumor, Chromosome Aberrations, DNA Methylation, High-Throughput Nucleotide Sequencing methods, Mutation, Neoplasms diagnosis, Neoplasms genetics
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Pangenomic studies identified distinct molecular classes for many cancers, with major clinical applications. However, routine use requires cost-effective assays. We assessed whether targeted next-generation sequencing (NGS) could call chromosomal alterations and DNA methylation status. A training set of 77 tumors and a validation set of 449 (43 tumor types) were analyzed by targeted NGS and single-nucleotide polymorphism (SNP) arrays. Thirty-two tumors were analyzed by NGS after bisulfite conversion, and compared to methylation array or methylation-specific multiplex ligation-dependent probe amplification. Considering allelic ratios, correlation was strong between targeted NGS and SNP arrays (r = 0.88). In contrast, considering DNA copy number, for variations of one DNA copy, correlation was weaker between read counts and SNP array (r = 0.49). Thus, we generated TARGOMICs, optimized for detecting chromosome alterations by combining allelic ratios and read counts generated by targeted NGS. Sensitivity for calling normal, lost, and gained chromosomes was 89%, 72%, and 31%, respectively. Specificity was 81%, 93%, and 98%, respectively. These results were confirmed in the validation set. Finally, TARGOMICs could efficiently align and compute proportions of methylated cytosines from bisulfite-converted DNA from targeted NGS. In conclusion, beyond calling mutations, targeted NGS efficiently calls chromosome alterations and methylation status in tumors. A single run and minor design/protocol adaptations are sufficient. Optimizing targeted NGS should expand translation of genomics to clinical routine., (Copyright © 2017 American Society for Investigative Pathology and the Association for Molecular Pathology. Published by Elsevier Inc. All rights reserved.)
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- 2017
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25. Assessment of VAV2 Expression Refines Prognostic Prediction in Adrenocortical Carcinoma.
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Sbiera S, Sbiera I, Ruggiero C, Doghman-Bouguerra M, Korpershoek E, de Krijger RR, Ettaieb H, Haak H, Volante M, Papotti M, Reimondo G, Terzolo M, Luconi M, Nesi G, Mannelli M, Libé R, Ragazzon B, Assié G, Bertherat J, Altieri B, Fadda G, Rogowski-Lehmann N, Reincke M, Beuschlein F, Fassnacht M, and Lalli E
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- Adrenal Cortex Neoplasms therapy, Adrenocortical Carcinoma therapy, Adult, Aged, Analysis of Variance, Biopsy, Needle, Cohort Studies, Combined Modality Therapy, Disease-Free Survival, Europe, Female, Humans, Immunohistochemistry, Internationality, Kaplan-Meier Estimate, Male, Middle Aged, Multivariate Analysis, Neoplasm Recurrence, Local mortality, Neoplasm Recurrence, Local pathology, Predictive Value of Tests, Prognosis, Proto-Oncogene Proteins c-vav blood, Survival Analysis, Treatment Outcome, Adrenal Cortex Neoplasms blood, Adrenal Cortex Neoplasms mortality, Adrenocortical Carcinoma blood, Adrenocortical Carcinoma mortality, Biomarkers, Tumor blood, Proto-Oncogene Proteins c-vav metabolism
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Context: Adrenocortical carcinoma (ACC) is a rare endocrine malignancy with overall poor prognosis. The Ki67 labeling index (LI) has a major prognostic role in localized ACC after complete resection, but its estimates may suffer from considerable intra- and interobserver variability. VAV2 overexpression induced by increased Steroidogenic Factor-1 dosage is an essential factor driving ACC tumor cell invasion., Objective: To assess the prognostic role of VAV2 expression in ACC by investigation of a large cohort of patients., Design, Setting, and Participants: A total of 171 ACC cases (157 primary tumors, six local recurrences, eight metastases) from seven European Network for the Study of Adrenal Tumors centers were studied., Outcome Measurements: H-scores were generated to quantify VAV2 expression. VAV2 expression was divided into two categories: low (H-score, <2) and high (H-score, ≥2). The Ki67 LI retrieved from patients' pathology records was also categorized into low (<20%) and high (≥20%). Clinical and immunohistochemical markers were correlated with progression-free survival (PFS) and overall survival (OS)., Results: VAV2 expression and Ki67 LI were significantly correlated with each other and with PFS and OS. Heterogeneity of VAV2 expression inside the same tumor was very low. Combined assessment of VAV2 expression and Ki67 LI improved patient stratification to low-risk and high-risk groups., Conclusion: Combined assessment of Ki67 LI and VAV2 expression improves prognostic prediction in ACC., (Copyright © 2017 Endocrine Society)
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- 2017
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26. Loss-of-function mutations in the CABLES1 gene are a novel cause of Cushing's disease.
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Hernández-Ramírez LC, Gam R, Valdés N, Lodish MB, Pankratz N, Balsalobre A, Gauthier Y, Faucz FR, Trivellin G, Chittiboina P, Lane J, Kay DM, Dimopoulos A, Gaillard S, Neou M, Bertherat J, Assié G, Villa C, Mills JL, Drouin J, and Stratakis CA
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- Adolescent, Adult, Animals, Cell Line, Tumor, Child, DNA Copy Number Variations, Female, Humans, Male, Mice, Mutation, Adenoma genetics, Carrier Proteins genetics, Cyclins genetics, Phosphoproteins genetics, Pituitary ACTH Hypersecretion genetics, Pituitary Neoplasms genetics
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The CABLES1 cell cycle regulator participates in the adrenal-pituitary negative feedback, and its expression is reduced in corticotropinomas, pituitary tumors with a largely unexplained genetic basis. We investigated the presence of CABLES1 mutations/copy number variations (CNVs) and their associated clinical, histopathological and molecular features in patients with Cushing's disease (CD). Samples from 146 pediatric (118 germline DNA only/28 germline and tumor DNA) and 35 adult (tumor DNA) CD patients were screened for CABLES1 mutations. CNVs were assessed in 116 pediatric CD patients (87 germline DNA only/29 germline and tumor DNA). Four potentially pathogenic missense variants in CABLES1 were identified, two in young adults (c.532G > A, p.E178K and c.718C > T, p.L240F) and two in children (c.935G > A, p.G312D and c.1388A > G, and p.D463G) with CD; no CNVs were found. The four variants affected residues within or close to the predicted cyclin-dependent kinase-3 (CDK3)-binding region of the CABLES1 protein and impaired its ability to block cell growth in a mouse corticotropinoma cell line (AtT20/D16v-F2). The four patients had macroadenomas. We provide evidence for a role of CABLES1 as a novel pituitary tumor-predisposing gene. Its function might link two of the main molecular mechanisms altered in corticotropinomas: the cyclin-dependent kinase/cyclin group of cell cycle regulators and the epidermal growth factor receptor signaling pathway. Further studies are needed to assess the prevalence of CABLES1 mutations among patients with other types of pituitary adenomas and to elucidate the pituitary-specific functions of this gene., (© 2017 The authors.)
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- 2017
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27. Genetic Landscape of Sporadic Unilateral Adrenocortical Adenomas Without PRKACA p.Leu206Arg Mutation.
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Ronchi CL, Di Dalmazi G, Faillot S, Sbiera S, Assié G, Weigand I, Calebiro D, Schwarzmayr T, Appenzeller S, Rubin B, Waldmann J, Scaroni C, Bartsch DK, Mantero F, Mannelli M, Kastelan D, Chiodini I, Bertherat J, Reincke M, Strom TM, Fassnacht M, and Beuschlein F
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- Adult, Aged, Female, Follow-Up Studies, Humans, Male, Middle Aged, Adrenal Cortex Neoplasms genetics, Adrenocortical Adenoma genetics, Biomarkers, Tumor genetics, Cyclic AMP-Dependent Protein Kinase Catalytic Subunits genetics, Exome genetics, High-Throughput Nucleotide Sequencing methods, Mutation genetics
- Abstract
Context: Adrenocortical adenomas (ACAs) are among the most frequent human neoplasias. Genetic alterations affecting the cAMP/protein kinase A signaling pathway are common in cortisol-producing ACAs, whereas activating mutations in the gene encoding β-catenin (CTNNB1) have been reported in a subset of both benign and malignant adrenocortical tumors. However, the molecular pathogenesis of most ACAs is still largely unclear., Objective: The aim of the study was to define the genetic landscape of sporadic unilateral ACAs., Design and Setting: Next-generation whole-exome sequencing was performed on fresh-frozen tumor samples and corresponding normal tissue samples., Patients: Ninety-nine patients with ACAs (74 cortisol-producing and 25 endocrine inactive) negative for p.Leu206Arg PRKACA mutation., Main Outcome Measures: Identification of known and/or new genetic alterations potentially involved in adrenocortical tumorigenesis and autonomous hormone secretion, genotype-phenotype correlation., Results: A total of 706 somatic protein-altering mutations were detected in 88 of 99 tumors (median, six per tumor). We identified several mutations in genes of the cAMP/protein kinase A pathway, including three novel mutations in PRKACA, associated with female sex and Cushing's syndrome. We also found genetic alterations in different genes involved in the Wnt/β-catenin pathway, associated with larger tumors and endocrine inactivity, and notably, in many genes of the Ca(2+)-signaling pathway. Finally, by comparison of our genetic data with those available in the literature, we describe a comprehensive genetic landscape of unilateral ACAs., Conclusions: This study provides the largest sequencing effort on ACAs to date. We thereby identified somatic alterations affecting known and novel pathways potentially involved in adrenal tumorigenesis.
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- 2016
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28. The Gene of the Ubiquitin-Specific Protease 8 Is Frequently Mutated in Adenomas Causing Cushing's Disease.
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Perez-Rivas LG, Theodoropoulou M, Ferraù F, Nusser C, Kawaguchi K, Stratakis CA, Faucz FR, Wildemberg LE, Assié G, Beschorner R, Dimopoulou C, Buchfelder M, Popovic V, Berr CM, Tóth M, Ardisasmita AI, Honegger J, Bertherat J, Gadelha MR, Beuschlein F, Stalla G, Komada M, Korbonits M, and Reincke M
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- ACTH-Secreting Pituitary Adenoma epidemiology, Adenoma epidemiology, Adolescent, Adult, Animals, COS Cells, Child, Chlorocebus aethiops, DNA Mutational Analysis, Female, Gene Frequency, Genetic Association Studies, HeLa Cells, Humans, Male, Mice, Middle Aged, Pituitary ACTH Hypersecretion epidemiology, Retrospective Studies, Tumor Cells, Cultured, Young Adult, ACTH-Secreting Pituitary Adenoma genetics, Adenoma genetics, Endopeptidases genetics, Endosomal Sorting Complexes Required for Transport genetics, Mutation, Pituitary ACTH Hypersecretion genetics, Ubiquitin Thiolesterase genetics
- Abstract
Context: We have recently reported somatic mutations in the ubiquitin-specific protease USP8 gene in a small series of adenomas of patients with Cushing's disease., Objective: To determine the prevalence of USP8 mutations and the genotype-phenotype correlation in a large series of patients diagnosed with Cushing's disease., Design: We performed a retrospective, multicentric, genetic analysis of 134 functioning and 11 silent corticotroph adenomas using Sanger sequencing. Biochemical and clinical features were collected and examined within the context of the mutational status of USP8, and new mutations were characterized by functional studies., Patients: A total of 145 patients who underwent surgery for an ACTH-producing pituitary adenoma., Main Outcomes Measures: Mutational status of USP8. Biochemical and clinical features included sex, age at diagnosis, tumor size, preoperative and postoperative hormonal levels, and comorbidities., Results: We found somatic mutations in USP8 in 48 (36%) pituitary adenomas from patients with Cushing's disease but in none of 11 silent corticotropinomas. The prevalence was higher in adults than in pediatric cases (41 vs 17%) and in females than in males (43 vs 17%). Adults having USP8-mutated adenomas were diagnosed at an earlier age than those with wild-type lesions (36 vs 44 y). Mutations were primarily found in adenomas of 10 ± 7 mm and were inversely associated with the development of postoperative adrenal insufficiency. All the mutations affected the residues Ser718 or Pro720, including five new identified alterations. Mutations reduced the interaction between USP8 and 14-3-3 and enhanced USP8 activity. USP8 mutants diminished epidermal growth factor receptor ubiquitination and induced Pomc promoter activity in immortalized AtT-20 corticotropinoma cells., Conclusions: USP8 is frequently mutated in adenomas causing Cushing's disease, especially in those from female adult patients diagnosed at a younger age.
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- 2015
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29. ARMC5 Mutations in a Large Cohort of Primary Macronodular Adrenal Hyperplasia: Clinical and Functional Consequences.
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Espiard S, Drougat L, Libé R, Assié G, Perlemoine K, Guignat L, Barrande G, Brucker-Davis F, Doullay F, Lopez S, Sonnet E, Torremocha F, Pinsard D, Chabbert-Buffet N, Raffin-Sanson ML, Groussin L, Borson-Chazot F, Coste J, Bertagna X, Stratakis CA, Beuschlein F, Ragazzon B, and Bertherat J
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- Adrenal Cortex Diseases epidemiology, Adult, Aged, Armadillo Domain Proteins, Cells, Cultured, Cohort Studies, Cushing Syndrome epidemiology, Cushing Syndrome genetics, DNA Mutational Analysis, Female, Genetic Association Studies, HeLa Cells, Humans, Hyperplasia genetics, Hyperplasia pathology, Male, Middle Aged, Adrenal Cortex Diseases genetics, Adrenal Glands pathology, Mutation, Missense, Tumor Suppressor Proteins genetics
- Abstract
Context: Primary bilateral macronodular adrenal hyperplasia (PBMAH) is a rare cause of primary adrenal Cushing's syndrome (CS). ARMC5 germline mutations have been identified recently in PBMAH., Objective: To determine the prevalence of ARMC5 mutations and analyze genotype-phenotype correlation in a large cohort of unrelated PBMAH patients with subclinical or clinical CS., Patients and Methods: ARMC5 was sequenced in 98 unrelated PBMAH index cases. PBMAH was identified by bilateral adrenal nodular enlargement on computed tomography scan. The effect on apoptosis of ARMC5 missense mutants was tested in H295R and HeLa cells. Clinical and hormonal data were collected including midnight and urinary free cortisol levels, ACTH, androgens, renin/aldosterone ratio, cortisol after overnight dexamethasone suppression test, cortisol and 17-hydroxyprogesterone after ACTH 1-24 stimulation and illegitimate receptor responses. Computed tomography and histological reports were analyzed., Results: ARMC5-damaging mutations were identified in 24 patients (26%). The missense mutants and the p.F700del deletion were unable to induce apoptosis in both H295R and HeLa cell lines, unlike the wild-type gene. ARMC5-mutated patients showed an overt CS more frequently, compared to wild-type patients: lower ACTH, higher midnight plasma cortisol, urinary free cortisol, and cortisol after dexamethasone suppression test (P = .003, .019, .006, and <.001, respectively). Adrenals of patients with mutations were bigger and had a higher number of nodules (P = .001 and <.001, respectively)., Conclusions: ARMC5 germline mutations are common in PBMAH. Index cases of mutation carriers show a more severe hypercortisolism and larger adrenals. ARMC5 genotyping may help to identify clinical forms of PBMAH better and may also allow earlier diagnosis of this disease.
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- 2015
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30. Primary Aldosteronism and ARMC5 Variants.
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Zilbermint M, Xekouki P, Faucz FR, Berthon A, Gkourogianni A, Schernthaner-Reiter MH, Batsis M, Sinaii N, Quezado MM, Merino M, Hodes A, Abraham SB, Libé R, Assié G, Espiard S, Drougat L, Ragazzon B, Davis A, Gebreab SY, Neff R, Kebebew E, Bertherat J, Lodish MB, and Stratakis CA
- Subjects
- Adult, Alternative Splicing genetics, Armadillo Domain Proteins, DNA Mutational Analysis, Female, Gene Frequency, Genetic Predisposition to Disease, Glucocorticoids metabolism, Humans, Hyperaldosteronism metabolism, Male, Middle Aged, Mutation, Missense, Retrospective Studies, Germ-Line Mutation, Hyperaldosteronism genetics, Polymorphism, Single Nucleotide, Tumor Suppressor Proteins genetics
- Abstract
Context: Primary aldosteronism is one of the leading causes of secondary hypertension, causing significant morbidity and mortality. A number of genetic defects have recently been identified in primary aldosteronism, whereas we identified mutations in ARMC5, a tumor-suppressor gene, in cortisol-producing primary macronodular adrenal hyperplasia., Objective: We investigated a cohort of 56 patients who were referred to the National Institutes of Health for evaluation of primary aldosteronism for ARMC5 defects., Methods: Patients underwent step-wise diagnosis, with measurement of serum aldosterone and plasma renin activity followed by imaging, saline suppression and/or oral salt loading tests, plus adrenal venous sampling. Cortisol secretion was also evaluated; unilateral or bilateral adrenalectomy was performed, if indicated. DNA, protein, and transfection studies in H295R cells were conducted by standard methods., Results: We identified 12 germline ARMC5 genetic alterations in 20 unrelated and two related individuals in our cohort (39.3%). ARMC5 sequence changes in 6 patients (10.7%) were predicted to be damaging by in silico analysis. All affected patients carrying a variant predicted to be damaging were African Americans (P = .0023)., Conclusions: Germline ARMC5 variants may be associated with primary aldosteronism. Additional cohorts of patients with primary aldosteronism and metabolic syndrome, particularly African Americans, should be screened for ARMC5 sequence variants because these may underlie part of the known increased predisposition of African Americans to low renin hypertension.
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- 2015
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31. IGF2 promotes growth of adrenocortical carcinoma cells, but its overexpression does not modify phenotypic and molecular features of adrenocortical carcinoma.
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Guillaud-Bataille M, Ragazzon B, de Reyniès A, Chevalier C, Francillard I, Barreau O, Steunou V, Guillemot J, Tissier F, Rizk-Rabin M, René-Corail F, Al Ghuzlan A, Assié G, Bertagna X, Baudin E, Le Bouc Y, Bertherat J, and Clauser E
- Subjects
- Adolescent, Adult, Aged, Aged, 80 and over, Apoptosis genetics, Cell Line, Tumor, Cell Proliferation, Chromosomes, Human, Pair 11 genetics, DNA Methylation genetics, Female, G1 Phase Cell Cycle Checkpoints, Gene Expression Regulation, Neoplastic, Gene Knockdown Techniques, Genetic Loci, Genomic Imprinting, Humans, Insulin-Like Growth Factor II genetics, Male, Middle Aged, Phenotype, Prognosis, RNA, Messenger genetics, RNA, Messenger metabolism, Signal Transduction genetics, Young Adult, Adrenocortical Carcinoma genetics, Adrenocortical Carcinoma pathology, Insulin-Like Growth Factor II metabolism
- Abstract
Insulin-like growth factor 2 (IGF2) overexpression is an important molecular marker of adrenocortical carcinoma (ACC), which is a rare but devastating endocrine cancer. It is not clear whether IGF2 overexpression modifies the biology and growth of this cancer, thus more studies are required before IGF2 can be considered as a major therapeutic target. We compared the phenotypical, clinical, biological, and molecular characteristics of ACC with or without the overexpression of IGF2, to address these issues. We also carried out a similar analysis in an ACC cell line (H295R) in which IGF2 expression was knocked down with si- or shRNA. We found no significant differences in the clinical, biological and molecular (transcriptomic) traits between IGF2-high and IGF2-low ACC. The absence of IGF2 overexpression had little influence on the activation of tyrosine kinase pathways both in tumors and in H295 cells that express low levels of IGF2. In IGF2-low tumors, other growth factors (FGF9, PDGFA) are more expressed than in IGF2-high tumors, suggesting that they play a compensatory role in tumor progression. In addition, IGF2 knock-down in H295R cells substantially impaired growth (>50% inhibition), blocked cells in G1 phase, and promoted apoptosis (>2-fold). Finally, analysis of the 11p15 locus showed a paternal uniparental disomy in both IGF2-high and IGF2-low tumors, but low IGF2 expression could be explained in most IGF2-low ACC by an additional epigenetic modification at the 11p15 locus. Altogether, these observations confirm the active role of IGF2 in adrenocortical tumor growth, but also suggest that other growth promoting pathways may be involved in a subset of ACC with low IGF2 expression, which creates opportunities for the use of other targeted therapies.
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- 2014
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32. Macronodular adrenal hyperplasia due to mutations in an armadillo repeat containing 5 (ARMC5) gene: a clinical and genetic investigation.
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Faucz FR, Zilbermint M, Lodish MB, Szarek E, Trivellin G, Sinaii N, Berthon A, Libé R, Assié G, Espiard S, Drougat L, Ragazzon B, Bertherat J, and Stratakis CA
- Subjects
- Adult, Cohort Studies, Cushing Syndrome diagnosis, Cushing Syndrome epidemiology, DNA Mutational Analysis, Female, Gene Frequency, Genetic Predisposition to Disease, Humans, Male, Middle Aged, Mutation, Missense, Armadillo Domain Proteins genetics, Cushing Syndrome genetics, Tumor Suppressor Proteins genetics
- Abstract
Context: Inactivating germline mutations of the probable tumor suppressor gene, armadillo repeat containing 5 (ARMC5), have recently been identified as a genetic cause of macronodular adrenal hyperplasia (MAH)., Objective: We searched for ARMC5 mutations in a large cohort of patients with MAH. The clinical phenotype of patients with and without ARMC5 mutations was compared., Methods: Blood DNA from 34 MAH patients was genotyped using Sanger sequencing. Diurnal serum cortisol measurements, plasma ACTH levels, urinary steroids, 6-day Liddle's test, adrenal computed tomography, and weight of adrenal glands at adrenalectomy were assessed., Results: Germline ARMC5 mutations were found in 15 of 34 patients (44.1%). In silico analysis of the mutations indicated that seven (20.6%) predicted major implications for gene function. Late-night cortisol levels were higher in patients with ARMC5-damaging mutations compared with those without and/or with nonpathogenic mutations (14.5 ± 5.6 vs 6.7 ± 4.3, P < .001). All patients carrying a pathogenic ARMC5 mutation had clinical Cushing's syndrome (seven of seven, 100%) compared with 14 of 27 (52%) of those without or with mutations that were predicted to be benign (P = .029). Repeated-measures analysis showed overall higher urinary 17-hydroxycorticosteroids and free cortisol values in the patients with ARMC5-damaging mutations during the 6-day Liddle's test (P = .0002)., Conclusions: ARMC5 mutations are implicated in clinically severe Cushing's syndrome associated with MAH. Knowledge of a patient's ARMC5 status has important clinical implications for the diagnosis of Cushing's syndrome and genetic counseling of patients and their families.
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- 2014
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33. WNT/β-catenin signalling is activated in aldosterone-producing adenomas and controls aldosterone production.
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Berthon A, Drelon C, Ragazzon B, Boulkroun S, Tissier F, Amar L, Samson-Couterie B, Zennaro MC, Plouin PF, Skah S, Plateroti M, Lefèbvre H, Sahut-Barnola I, Batisse-Lignier M, Assié G, Lefrançois-Martinez AM, Bertherat J, Martinez A, and Val P
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- Adrenal Cortex Neoplasms complications, Adrenocortical Adenoma complications, Adult, Aldosterone blood, Aldosterone metabolism, Animals, Cell Line, Tumor, Cytochrome P-450 CYP11B2 genetics, Cytochrome P-450 CYP11B2 metabolism, Down-Regulation, Female, Gene Expression Regulation, Neoplastic, Humans, Hyperaldosteronism etiology, Male, Membrane Proteins genetics, Membrane Proteins metabolism, Mice, Mice, 129 Strain, Mice, Inbred C57BL, Mice, Knockout, Middle Aged, Nuclear Receptor Subfamily 4, Group A, Member 1 genetics, Nuclear Receptor Subfamily 4, Group A, Member 1 metabolism, Nuclear Receptor Subfamily 4, Group A, Member 2 genetics, Nuclear Receptor Subfamily 4, Group A, Member 2 metabolism, Adrenal Cortex Neoplasms metabolism, Adrenocortical Adenoma metabolism, Aldosterone biosynthesis, Hyperaldosteronism metabolism, Wnt Signaling Pathway
- Abstract
Primary aldosteronism (PA) is the main cause of secondary hypertension, resulting from adrenal aldosterone-producing adenomas (APA) or bilateral hyperplasia. Here, we show that constitutive activation of WNT/β-catenin signalling is the most frequent molecular alteration found in 70% of APA. We provide evidence that decreased expression of the WNT inhibitor SFRP2 may be contributing to deregulated WNT signalling and APA development in patients. This is supported by the demonstration that mice with genetic ablation of Sfrp2 have increased aldosterone production and ectopic differentiation of zona glomerulosa cells. We further show that β-catenin plays an essential role in the control of basal and Angiotensin II-induced aldosterone secretion, by activating AT1R, CYP21 and CYP11B2 transcription. This relies on both LEF/TCF-dependent activation of AT1R and CYP21 regulatory regions and indirect activation of CYP21 and CYP11B2 promoters, through increased expression of the nuclear receptors NURR1 and NUR77. Altogether, these data show that aberrant WNT/β-catenin activation is associated with APA development and suggest that WNT pathway may be a good therapeutic target in PA.
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- 2014
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34. Molecular screening for a personalized treatment approach in advanced adrenocortical cancer.
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De Martino MC, Al Ghuzlan A, Aubert S, Assié G, Scoazec JY, Leboulleux S, Do Cao C, Libè R, Nozières C, Lombès M, Pattou F, Borson-Chazot F, Hescot S, Mazoyer C, Young J, Borget I, Colao A, Pivonello R, Soria JC, Bertherat J, Schlumberger M, Lacroix L, and Baudin E
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- Adrenal Cortex Neoplasms pathology, Adrenal Cortex Neoplasms therapy, Adrenocortical Carcinoma pathology, Adrenocortical Carcinoma therapy, Adult, Aged, Comparative Genomic Hybridization, DNA Copy Number Variations, Female, Humans, Male, Middle Aged, Mutation, Adrenal Cortex Neoplasms genetics, Adrenocortical Carcinoma genetics
- Abstract
Context: Adrenocortical cancer (ACC) is a rare cancer with poor prognosis and scant treatment options. In ACC, no personalized approach has emerged but no extensive molecular screening has been performed to date., Objective: The objective of the study was to evaluate the presence of a large number of potentially targetable molecular events in a large cohort of advanced ACC., Design, Setting, and Participants: We used hot spot gene sequencing (Ion Torrent, 40 patients) and comparative genomic hybridization (CGH; 28 patients; a subset of the entire cohort) in adult stage III-IV ACC samples to screen for mutations and copy number abnormalities of potential interest for therapeutic use in 46 and 130 genes, respectively., Results: At least one copy number alteration or mutation was found in 19 patients (47.5%). The most frequent mutations were detected on TP53, ATM, and CTNNB1 [6 of 40 (15%), 5 of 40 (12.5%), and 4 of 40 (10%), respectively]. The most frequent copy number alterations identified were: amplification of the CDK4 oncogene (5 of 28; 17.9%) and deletion of the CDKN2A (4 of 28; 14.3%) and CDKN2B (3 of 28; 10.7%) tumor suppressor genes. Amplifications of FGFR1, FGF9, or FRS2 were discovered in three subjects (10.7%). Associated alterations were: deletions of CDKN2A, CDKN2B with ATM mutations, and TP53 mutations with CTNNB1 mutations., Conclusions: No simple targetable molecular event emerged. Drugs targeting the cell cycle could be the most relevant new therapeutic approach for patients with advanced ACC. Inhibitors of the fibroblast growth factor receptor pathway could also be a therapeutic option in a subset of patients, whereas other targeted therapies should be considered on a case-by-case basis.
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- 2013
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35. Identification of gene expression profiles associated with cortisol secretion in adrenocortical adenomas.
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Wilmot Roussel H, Vezzosi D, Rizk-Rabin M, Barreau O, Ragazzon B, René-Corail F, de Reynies A, Bertherat J, and Assié G
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- 3',5'-Cyclic-AMP Phosphodiesterases genetics, Adrenal Cortex Neoplasms genetics, Adrenocortical Adenoma genetics, Adult, Aged, Female, Glutathione Transferase physiology, Humans, Male, Middle Aged, Adrenal Cortex Neoplasms metabolism, Adrenocortical Adenoma metabolism, Hydrocortisone metabolism, Transcriptome
- Abstract
Context: The cortisol secretion of adrenocortical adenomas can be either subtle or overt. The mechanisms leading to the autonomous hypersecretion of cortisol are unknown., Objective: The objective of the study was to identify the gene expression profile associated with the autonomous and excessive cortisol secretion of adrenocortical adenomas., Patients and Methods: The transcriptome of 22 unilateral adrenocortical adenomas (5 nonsecreting, 6 subclinical cortisol producing, 11 cortisol producing) was studied and correlated with cortisol secretion. Phosphodiesterase 8B (PDE8B) expression was measured by Western blot., Results: Unsupervised clustering identified 2 groups of adenomas with a difference in secretion level (P = .008). Cluster 1 included only cortisol-producing adenomas (8 of 11), whereas cluster 2 was an admixture of the nonsecreting, the subclinical cortisol-secreting, and 3 of the 11 cortisol-secreting adenomas (Fisher exact, P = .002). This cluster was driven by genes related to cortisol secretion and to extracellular matrix. More than 3000 genes correlated with cortisol secretion. Among the positively correlated were the steroidogenic enzymes, genes involved in cholesterol metabolism, and glutathione S-transferases. Among the negatively correlated genes were genes related to transcripts translation and the transcription factor GATA-6. The PDE8B, which inactivates the protein kinase A pathway, unexpectedly showed the strongest positive correlation with cortisol secretion, confirmed by Western blot. The protein kinase A-activity to cAMP ratio was increased in adenomas with high PDE8B levels, suggesting counterregulation to limit downstream activation of the pathway., Conclusion: The transcriptome of adrenocortical adenomas reveals a major association with cortisol secretion and identifies specific groups of genes implicated in steroid secretion, suggesting that cAMP signaling alterations might be frequent in cortisol-secreting adenomas.
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- 2013
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36. Identification of a CpG island methylator phenotype in adrenocortical carcinomas.
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Barreau O, Assié G, Wilmot-Roussel H, Ragazzon B, Baudry C, Perlemoine K, René-Corail F, Bertagna X, Dousset B, Hamzaoui N, Tissier F, de Reynies A, and Bertherat J
- Subjects
- Adolescent, Adrenal Gland Neoplasms diagnosis, Adrenal Gland Neoplasms mortality, Adrenocortical Adenoma diagnosis, Adrenocortical Adenoma genetics, Adrenocortical Adenoma mortality, Adrenocortical Carcinoma diagnosis, Adrenocortical Carcinoma mortality, Adult, Aged, Aged, 80 and over, Cohort Studies, Female, Gene Expression Regulation, Neoplastic genetics, Humans, Male, Middle Aged, Phenotype, Prognosis, Young Adult, Adrenal Gland Neoplasms genetics, Adrenocortical Carcinoma genetics, CpG Islands genetics, DNA Methylation genetics
- Abstract
Purpose: DNA methylation is a mechanism for gene expression silencing in cancer. Limited information is available for adrenocortical tumors. Abnormal methylation at the IGF2/H19 locus is common in adrenocortical carcinomas. Our aim was to characterize the methylation in adrenocortical carcinomas at a whole-genome scale and to assess its clinical significance and its impact on gene expression., Experimental Design: Methylation patterns of CpG islands in promoter regions of 51 adrenocortical carcinomas and 84 adenomas were studied by the Infinium HumanMethylation27 Beadchip (Illumina, San Diego, CA). Methylation of 33 genes was studied by methylation-specific multiplex ligation-dependent probe amplification (MRC-Holland, Amsterdam, The Netherlands) in 15 carcinomas. Gene expression data were available for 87 tumors from a previous study (HG-U133Plus2.0 AffymetrixGeneChip; Affymetrix, Santa Clara, CA). Clinical information, including patient features and survival, were available for all tumors., Results: Methylation was higher in carcinomas than in adenomas (t test P = 3.1 × 10(-9)). Unsupervised clustering of DNA methylation profiles identified two groups of carcinomas, one with an elevated methylation level, evoking a CpG island methylator phenotype (CIMP). The subgroup of hypermethylated carcinomas was further divided in two subgroups, with different levels of methylation (CIMP-high and CIMP-low). This classification could be confirmed by methylation-specific multiplex ligation-dependent probe amplification. Hypermethylation was associated with a poor survival (Cox model P = 0.02). The transcriptome/methylation correlation showed 1741 genes (of 12,250) negatively correlated; among the top genes were H19 and other tumor suppressors (PLAGL-1, G0S2, and NDRG2)., Conclusions: This genome-wide methylation analysis reveals the existence of hypermethylated adrenocortical carcinomas, with a poorer prognosis. Hypermethylation in these tumors is important for silencing specific tumor suppressor genes.
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- 2013
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37. One single signaling pathway for so many different biological functions: lessons from the cyclic adenosine monophosphate/protein kinase A pathway-related diseases.
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Assié G
- Subjects
- Cyclic Nucleotide Phosphodiesterases, Type 4, Female, Humans, Male, Cyclic AMP-Dependent Protein Kinase RIalpha Subunit genetics, Cyclic Nucleotide Phosphodiesterases, Type 3 genetics, Drug Resistance genetics, Dysostoses complications, Dysostoses genetics, Hormones, Intellectual Disability complications, Intellectual Disability genetics, Osteochondrodysplasias complications, Osteochondrodysplasias genetics
- Published
- 2012
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38. Clinical and pathophysiological implications of chromosomal alterations in adrenocortical tumors: an integrated genomic approach.
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Barreau O, de Reynies A, Wilmot-Roussel H, Guillaud-Bataille M, Auzan C, René-Corail F, Tissier F, Dousset B, Bertagna X, Bertherat J, Clauser E, and Assié G
- Subjects
- Adolescent, Adult, Aged, Aged, 80 and over, Carcinoma diagnosis, Carcinoma genetics, Cohort Studies, Comparative Genomic Hybridization, DNA Copy Number Variations, Female, Humans, Male, Middle Aged, Systems Integration, Young Adult, Adenoma diagnosis, Adenoma genetics, Adrenal Cortex Neoplasms diagnosis, Adrenal Cortex Neoplasms genetics, Chromosome Aberrations, Genomics methods
- Abstract
Purpose: Diagnosing malignancy of adrenocortical tumors (ACT) and predicting prognosis in carcinomas are often challenging. Transcriptome markers have recently emerged, providing promising clinical relevance and improved pathophysiological knowledge. Whether tumoral chromosomal alterations provide similar information is not known. The aim was to evaluate the diagnostic and prognostic value of chromosomal alterations in ACT and to identify genes associated with benign and malignant tumorigenesis., Experimental Design: Chromosomal alterations of 86 adenomas and 52 carcinomas were identified by comparative genomic hybridization arrays and/or quantitative PCR., Results: A larger proportion of the genome is altered in carcinomas compared with adenomas (44 vs. 10%, P = 2.10(-10)). In adenomas, the 9q34 region, which includes the steroidogenic factor 1 locus, is commonly gained and associated with an overexpression of steroidogenic factor 1 (SF-1). In carcinomas, recurrent gains include chromosomes 5, 7, 12, 16, 19, and 20 and recurrent losses chromosomes 13 and 22. Filtering the genes from these regions according to their expression profile identified genes potentially relevant to adrenocortical tumorigenesis. A diagnostic tool was built by combining DNA copy number estimates at six loci (5q, 7p, 11p, 13q, 16q, and 22q). This tool discriminates carcinomas from adenomas in an independent validation cohort (sensitivity 100%, specificity 83%). In carcinomas, the number of chromosomal alterations was not associated with survival (Cox P = 0.84). A prognostic tool based on tumor DNA was designed with a clustering strategy and validated in an independent cohort., Conclusions: Chromosomal alterations in ACT discriminate carcinomas from adenomas and contain prognostic information. Chromosomal alterations alter the expression of genes important for tumorigenesis.
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- 2012
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39. Transcriptome analysis of adrenocortical cancers: from molecular classification to the identification of new treatments.
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Ragazzon B, Assié G, and Bertherat J
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- Adrenal Cortex Neoplasms metabolism, Adrenal Cortex Neoplasms pathology, Gene Expression Profiling methods, Gene Expression Regulation, Neoplastic, Humans, Adrenal Cortex Neoplasms genetics
- Abstract
Transcriptome analysis has been successfully used to study the gene profile expression of adrenocortical tumors (ACT) for 7 years. The various studies reported to date have produced an abundance of new information on adrenocortical cancer (ACC), underlying the validity of this approach to study the molecular genetics and pathogenesis of these tumors. The gene expression profile of ACC clearly differs from that of benign adrenocortical adenomas (ACA). Interestingly, transcriptome analysis has the ability to establish a subclassification of ACC based on the gene expression profile. In particular, it is able to identify two groups of tumors with different outcomes (i.e. good prognosis and poor prognosis). This approach has been used to develop molecular markers for ACC diagnosis and prognostication. An IGF2 cluster of genes up-regulated in ACC has been identified. Transcriptome analysis has shown that, in comparison with ACA, IGF2 is indeed the gene most overexpressed in ACC. By contrast, genes associated with steroidogenesis are down-regulated in ACC. Genes controlling the cell cycle are dysregulated in ACC, and several are dramatically overexpressed. Analysis regarding the level of expression of Wnt/β-catenin and p53 signaling has shown alterations, in keeping with the known molecular somatic genetic defects of these pathways that are observed in ACC. This review summarizes the main findings of studies reporting ACC transcriptome analysis, demonstrating its power for ACT classification, and examines the resulting progress in understanding the pathogenesis of ACC. The potential for both ACC diagnosis and the identification of new therapeutic targets will be discussed.
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- 2011
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40. Transcriptome analysis reveals that p53 and {beta}-catenin alterations occur in a group of aggressive adrenocortical cancers.
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Ragazzon B, Libé R, Gaujoux S, Assié G, Fratticci A, Launay P, Clauser E, Bertagna X, Tissier F, de Reyniès A, and Bertherat J
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- Adrenocortical Carcinoma metabolism, Adrenocortical Carcinoma pathology, Biomarkers, Tumor metabolism, Cohort Studies, Humans, Immunoenzyme Techniques, Oligonucleotide Array Sequence Analysis, Proto-Oncogene Mas, RNA, Messenger genetics, Reverse Transcriptase Polymerase Chain Reaction, Survival Rate, Tumor Suppressor Protein p53 metabolism, beta Catenin metabolism, Adrenocortical Carcinoma genetics, Biomarkers, Tumor genetics, Gene Expression Profiling, Mutation genetics, Tumor Suppressor Protein p53 genetics, beta Catenin genetics
- Abstract
Adrenocortical carcinoma (ACC) is a rare disease with an overall poor but heterogeneous prognosis. This heterogeneity could reflect different mechanisms of tumor development. Gene expression profiling by transcriptome analysis led to ACC being divided into two groups of tumors with very different outcomes. Somatic inactivating mutations of the tumor suppressor gene TP53 and activating mutations of the proto-oncogene β-catenin (CTNNB1) are the most frequent mutations identified in ACC. This study investigates the correlation between p53 and β-catenin alterations and the molecular classification of ACC by transcriptome analysis of 51 adult sporadic ACCs. All TP53 and CTNNB1 mutations seemed to be mutually exclusive and were observed only in the poor-outcome ACC group. Most of the abnormal p53 and β-catenin immunostaining was also found in this group. Fifty-two percent of the poor-outcome ACC group had TP53 or CTNNB1 mutations and 60% had abnormal p53 or β-catenin immunostaining. Unsupervised clustering transcriptome analysis of this poor-outcome group revealed three different subgroups, two of them being associated with p53 or β-catenin alterations, respectively. Analysis of p53 and β-catenin target gene expressions in each cluster confirmed a profound and anticipated effect on tumor biology, with distinct profiles logically associated with the respective pathway alterations. The third group had no p53 or β-catenin alteration, suggesting other unidentified molecular defects. This study shows the important respective roles of p53 and β-catenin in ACC development, delineating subgroups of ACC with different tumorigenesis and outcomes., (©2010 AACR.)
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- 2010
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41. SNP arrays in heterogeneous tissue: highly accurate collection of both germline and somatic genetic information from unpaired single tumor samples.
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Assié G, LaFramboise T, Platzer P, Bertherat J, Stratakis CA, and Eng C
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- Chromosome Aberrations, Germ-Line Mutation, Humans, Sequence Deletion, DNA Mutational Analysis methods, Neoplasms genetics, Oligonucleotide Array Sequence Analysis methods, Polymorphism, Single Nucleotide, Software
- Abstract
SNP arrays provide reliable genotypes and can detect chromosomal aberrations at a high resolution. However, tissue heterogeneity is currently a major limitation for somatic tissue analysis. We have developed SOMATICs, an original program for accurate analysis of heterogeneous tissue samples. Fifty-four samples (42 tumors and 12 normal tissues) were processed through Illumina Beadarrays and then analyzed with SOMATICs. We demonstrate that tissue heterogeneity-related limitations not only can be overcome but can also be turned into an advantage. First, admixture of normal cells with tumor can be used as an internal reference, thereby enabling highly sensitive detection of somatic deletions without having corresponding normal tissue. Second, the presence of normal cells allows for discrimination of somatic from germline aberrations, and the proportion of cells in the tissue sample that are harboring the somatic events can be assessed. Third, relatively early versus late somatic events can also be distinguished, assuming that late events occur only in subsets of cancer cells. Finally, admixture by normal cells allows inference of germline genotypes from a cancer sample. All this information can be obtained from any cancer sample containing a proportion of 40-75% of cancer cells. SOMATICs is a ready-to-use open-source program that integrates all of these features into a simple format, comprehensively describing each chromosomal event.
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- 2008
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42. Prognostic parameters of metastatic adrenocortical carcinoma.
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Assié G, Antoni G, Tissier F, Caillou B, Abiven G, Gicquel C, Leboulleux S, Travagli JP, Dromain C, Bertagna X, Bertherat J, Schlumberger M, and Baudin E
- Subjects
- Adolescent, Adrenal Cortex Neoplasms genetics, Adrenal Cortex Neoplasms pathology, Adult, Aged, Bone Neoplasms secondary, Cohort Studies, Female, Humans, Liver Neoplasms secondary, Loss of Heterozygosity, Male, Middle Aged, Multivariate Analysis, Prognosis, Retrospective Studies, Survival Rate, Adrenal Cortex Neoplasms mortality
- Abstract
Context: Prognostic parameters of metastatic adrenocortical carcinoma (ACC) are poorly characterized., Objective: The objective of the study was to describe the clinical presentation of metastatic ACC and determine prognostic factors for survival., Design: This was a retrospective cohort study (1988-2004)., Setting: The study was conducted in an institutional practice., Patients: Participants included 124 consecutive patients with metastatic ACC, 70 from Gustave-Roussy Institute (main cohort) and 54 patients from the Cochin Hospital (validation cohort). Clinical data concerning all patients, histopathologic slides of primary tumors (44 in the main cohort and 40 in the validation cohort), and molecular biology data on 15 primary tumors (main cohort) were analyzed., Intervention: There was no intervention., Main Outcome: The main outcome was the specific survival after discovery of the first metastasis (Kaplan-Meier method). This included univariate analysis on the main cohort, confirmed on the validation cohort and then analyzed in a multivariate analysis., Results: In the main cohort, overall median survival was 20 months. In univariate analysis, the presence of hepatic and bone metastases, the number of metastatic lesions and the number of tumoral organs at the time of the first metastasis, a high mitotic rate (>20 per 50 high-power field), and atypical mitoses in the primary tumor predicted survival (P = 0.05, 0.003, 0.046, 0.001, 0.01, and < 0.001, respectively). The number of tumoral organs and a high mitotic rate were confirmed on the validation cohort (P = 0.009 and 0.03, respectively). These two parameters were confirmed in multivariate analysis (P = 0.0058 and 0.049)., Conclusion: Metastatic ACC is a heterogeneous disease with poor outcome. The combination of the number of tumoral organs at the time of the first metastasis and the mitotic rate can predict different outcomes.
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- 2007
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43. Corticotroph tumor progression after adrenalectomy in Cushing's Disease: A reappraisal of Nelson's Syndrome.
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Assié G, Bahurel H, Coste J, Silvera S, Kujas M, Dugué MA, Karray F, Dousset B, Bertherat J, Legmann P, and Bertagna X
- Subjects
- Adolescent, Adrenocorticotropic Hormone blood, Adult, Aged, Cohort Studies, Female, Follow-Up Studies, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Retrospective Studies, Adrenalectomy adverse effects, Nelson Syndrome etiology, Pituitary ACTH Hypersecretion surgery
- Abstract
Context: Adrenalectomy is a radical treatment for hypercortisolism in Cushing's disease. However, it may lead to Nelson's syndrome, originally defined by the association of a pituitary macroadenoma and high plasma ACTH concentrations, a much feared complication., Objective: The objective of the study was to reconsider Nelson's syndrome by investigating corticotroph tumor progression based on pituitary magnetic resonance imaging scan and search for predictive factors., Design: This was a retrospective cohort study., Setting: The complete medical records of Cushing's disease patients at Cochin Hospital were studied., Patients: Patients included 53 Cushing's disease patients treated by adrenalectomy between 1991 and 2002, without previous pituitary irradiation., Measurements: Clinical data, pituitary magnetic resonance imaging data, and plasma ACTH concentrations for all patients and pituitary gland pathology data for 25 patients were recorded. Corticotroph tumor progression-free survival was studied by Kaplan-Meier, and the influence of recorded parameters was studied by Cox regression., Intervention: There was no intervention., Results: Corticotroph tumor progression ultimately occurred in half the patients, generally within 3 yr after adrenalectomy. A shorter duration of Cushing's disease (adjusted hazard ratio: 0.884/yr), and a high plasma ACTH concentration in the year after adrenalectomy [adjusted hazard ratio per 100 pg/ml (22 pmol/liter): 1.069] were predictive of corticotroph tumor progression. In one case, corticotroph tumor progression was complicated by transitory oculomotor nerve palsy. During follow-up, corticotroph tumor progression was associated with the increase of corresponding ACTH concentrations (odds ratio per 100 pg/ml of ACTH variation: 1.055)., Conclusion: After adrenalectomy in Cushing's disease, one should no longer wait for the occurrence of Nelson's syndrome: modern imaging allows early detection and management of corticotroph tumor progression.
- Published
- 2007
- Full Text
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44. Steroidogenesis in aldosterone-producing adenoma revisited by transcriptome analysis.
- Author
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Assié G, Auzan C, Gasc JM, Baviera E, Balaton A, Elalouf JM, Jeunemaitre X, Plouin PF, Corvol P, and Clauser E
- Subjects
- Adult, Calcium metabolism, Cholesterol metabolism, Electrons, Female, Gene Expression Profiling, Humans, Intracellular Membranes metabolism, Male, Middle Aged, Transcription, Genetic, Zona Glomerulosa metabolism, Adenoma metabolism, Adrenal Gland Neoplasms complications, Adrenal Gland Neoplasms metabolism, Aldosterone biosynthesis, Hyperaldosteronism etiology, Steroids biosynthesis
- Abstract
Context: Primary aldosteronism (PAL) is the most frequent cause of secondary arterial hypertension. In PAL, aldosterone production is chronic, excessive, and autonomous., Objective: The objective of this study was to identify the angiotensin-II independent alterations of steroidogenesis responsible for PAL., Design: Genomewide gene expression was compared in two tissues differentiated for aldosterone production, both nonstimulated by circulating angiotensin II and differing in their autonomy to produce aldosterone: aldosterone-producing adenoma (APA) and its adjacent dissected zona glomerulosa (ZG)., Setting: The setting of this study was the Comete Network., Patients: Patients with APA were studied., Intervention: Transcriptome comparison was made of one APA and its adjacent ZG by serial analysis of gene expression; validation by in situ hybridization was performed for 19 genes in 11 samples., Outcome: The study outcome was genes differentially expressed in APA and adjacent ZG., Results: Activation of steroidogenesis in PAL is restricted to the overexpression of the enzymes producing aldosterone-specific steroids, aldosterone synthase and also 21-hydroxylase, suggesting that upstream precursor production is not limiting. Increased expression of high-density lipoprotein receptor, adrenodoxin and P450 oxidoreductase suggests that these systems provide cholesterol and electrons to the mitochondrial steroidogenic enzymes. As for acute stimulation of aldosterone production, an activation of calcium signaling is suggested by concordant overexpression of calcium-binding proteins or effectors. Calcium activation may result from an abnormal activity of G(q) protein-coupled receptors. This calcium activation may be the starting point of the other gene expression changes observed in APA. Finally, other differentially expressed genes include three genes encoding unidentified proteins., Conclusion: This work provides an original and integrated view of the mechanisms of aldosterone production in PAL.
- Published
- 2005
- Full Text
- View/download PDF
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