1
|
MacKenzie SM, Birch LA, Lamprou S, Rezvanisanijouybari P, Fayad M, Zennaro MC, Davies E. MicroRNAs in aldosterone production and action. VITAMINS AND HORMONES 2023; 124:137-163. [PMID: 38408798 DOI: 10.1016/bs.vh.2023.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/28/2024]
Abstract
Aldosterone is a cardiovascular hormone with a key role in blood pressure regulation, among other processes, mediated through its targeting of the mineralocorticoid receptor in the renal tubule and selected other tissues. Its secretion from the adrenal gland is a highly controlled process subject to regulatory influence from the renin-angiotensin system and the hypothalamic-pituitary-adrenal axis. MicroRNAs are small endogenous non-coding RNA molecules capable of regulating gene expression post-transcriptionally through stimulation of mRNA degradation or suppression of translation. Several studies have now identified that microRNA levels are changed in cases of aldosterone dysregulation and that microRNAs are capable of regulating the expression of various genes involved in aldosterone production and action. In this article we summarise the major studies concerning this topic. We also discuss the potential role for circulating microRNAs as diagnostic biomarkers for primary aldosteronism, a highly treatable form of secondary hypertension, which would be highly desirable given the current underdiagnosis of this condition.
Collapse
Affiliation(s)
- Scott M MacKenzie
- School of Cardiovascular and Metabolic Health, BHF Glasgow Cardiovascular Research Centre, University of Glasgow, Glasgow, United Kingdom.
| | - Lara A Birch
- School of Cardiovascular and Metabolic Health, BHF Glasgow Cardiovascular Research Centre, University of Glasgow, Glasgow, United Kingdom
| | - Stelios Lamprou
- School of Cardiovascular and Metabolic Health, BHF Glasgow Cardiovascular Research Centre, University of Glasgow, Glasgow, United Kingdom
| | - Parisa Rezvanisanijouybari
- School of Cardiovascular and Metabolic Health, BHF Glasgow Cardiovascular Research Centre, University of Glasgow, Glasgow, United Kingdom
| | - May Fayad
- School of Cardiovascular and Metabolic Health, BHF Glasgow Cardiovascular Research Centre, University of Glasgow, Glasgow, United Kingdom; Université Paris Cité, PARCC, INSERM, Paris, France
| | - Maria-Christina Zennaro
- Université Paris Cité, PARCC, INSERM, Paris, France; Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, Service de Génétique, Paris, France
| | - Eleanor Davies
- School of Cardiovascular and Metabolic Health, BHF Glasgow Cardiovascular Research Centre, University of Glasgow, Glasgow, United Kingdom
| |
Collapse
|
2
|
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, Assié G. Whole blood methylome-derived features to discriminate endocrine hypertension. Clin Epigenetics 2022; 14:142. [PMCID: PMC9635165 DOI: 10.1186/s13148-022-01347-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 09/18/2022] [Indexed: 11/06/2022] Open
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. Supplementary Information The online version contains supplementary material available at 10.1186/s13148-022-01347-y.
Collapse
Affiliation(s)
- Roberta Armignacco
- grid.462098.10000 0004 0643 431XUniversité Paris Cité, CNRS, INSERM, Institut Cochin, F-75014 Paris, France
| | - Parminder S. Reel
- grid.8241.f0000 0004 0397 2876Division of Population Health and Genomics, School of Medicine, University of Dundee, Dundee, DD2 4BF UK
| | - Smarti Reel
- grid.8241.f0000 0004 0397 2876Division of Population Health and Genomics, School of Medicine, University of Dundee, Dundee, DD2 4BF UK
| | - Anne Jouinot
- grid.462098.10000 0004 0643 431XUniversité Paris Cité, CNRS, INSERM, Institut Cochin, F-75014 Paris, France ,grid.440907.e0000 0004 1784 3645Institut Curie, INSERM U900, MINES ParisTech, PSL-Research University, CBIO-Centre for Computational Biology, Paris, France
| | - Amandine Septier
- grid.462098.10000 0004 0643 431XUniversité Paris Cité, CNRS, INSERM, Institut Cochin, F-75014 Paris, France
| | - Cassandra Gaspar
- Sorbonne Université, INSERM, UMS Production et Analyse de données en Sciences de la vie et en Santé, PASS, Plateforme Post-génomique de la Pitié-Salpêtrière, P3S, 75013 Paris, France
| | - Karine Perlemoine
- grid.462098.10000 0004 0643 431XUniversité Paris Cité, CNRS, INSERM, Institut Cochin, F-75014 Paris, France
| | - Casper K. Larsen
- grid.462416.30000 0004 0495 1460Université Paris Cité, Inserm, PARCC, F-75015 Paris, France
| | - Lucas Bouys
- grid.462098.10000 0004 0643 431XUniversité Paris Cité, CNRS, INSERM, Institut Cochin, F-75014 Paris, France
| | - Leah Braun
- grid.411095.80000 0004 0477 2585Medizinische Klinik und Poliklinik IV, Klinikum der Universität, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Anna Riester
- grid.411095.80000 0004 0477 2585Medizinische Klinik und Poliklinik IV, Klinikum der Universität, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Matthias Kroiss
- grid.411095.80000 0004 0477 2585Medizinische Klinik und Poliklinik IV, Klinikum der Universität, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Fidéline Bonnet-Serrano
- grid.462098.10000 0004 0643 431XUniversité Paris Cité, CNRS, INSERM, Institut Cochin, F-75014 Paris, France ,grid.411784.f0000 0001 0274 3893Service d’Hormonologie, AP-HP, Hôpital Cochin, F-75014 Paris, France
| | - Laurence Amar
- grid.462416.30000 0004 0495 1460Université Paris Cité, Inserm, PARCC, F-75015 Paris, France ,grid.414093.b0000 0001 2183 5849Unité Hypertension Artérielle, AP-HP, Hôpital Européen Georges Pompidou, 75015 Paris, France
| | - Anne Blanchard
- grid.414093.b0000 0001 2183 5849Centre d’Investigations Cliniques 9201, AP-HP, Hôpital Européen Georges Pompidou, F-75015 Paris, France
| | - Anne-Paule Gimenez-Roqueplo
- grid.462416.30000 0004 0495 1460Université Paris Cité, Inserm, PARCC, F-75015 Paris, France ,grid.414093.b0000 0001 2183 5849Département de Médecine Génomique des Tumeurs et des Cancers, Hôpital Européen Georges Pompidou, F-75015 Paris, France
| | - Aleksander Prejbisz
- grid.418887.aDepartment of Hypertension, Institute of Cardiology, Warsaw, Poland
| | - Andrzej Januszewicz
- grid.418887.aDepartment of Hypertension, Institute of Cardiology, Warsaw, Poland
| | - Piotr Dobrowolski
- grid.418887.aDepartment of Hypertension, Institute of Cardiology, Warsaw, Poland
| | - Eleanor Davies
- grid.8756.c0000 0001 2193 314XBHF Glasgow Cardiovascular Research Centre, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, G12 8TA UK
| | - Scott M. MacKenzie
- grid.8756.c0000 0001 2193 314XBHF Glasgow Cardiovascular Research Centre, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, G12 8TA UK
| | - Gian Paolo Rossi
- Department of Medicine-DIMED, Emergency and Hypertension Unit, University of Padova, University Hospital, Padua, Italy
| | - Livia Lenzini
- Department of Medicine-DIMED, Emergency and Hypertension Unit, University of Padova, University Hospital, Padua, Italy
| | - Filippo Ceccato
- grid.411474.30000 0004 1760 2630UOC Endocrinologia, Dipartimento di Medicina DIMED, Azienda Ospedaliera-Università di Padova, Padua, Italy
| | - Carla Scaroni
- grid.411474.30000 0004 1760 2630UOC Endocrinologia, Dipartimento di Medicina DIMED, Azienda Ospedaliera-Università di Padova, Padua, Italy
| | - Paolo Mulatero
- grid.7605.40000 0001 2336 6580Division of Internal Medicine and Hypertension Unit, Department of Medical Sciences, University of Torino, Turin, Italy
| | - Tracy A. Williams
- grid.7605.40000 0001 2336 6580Division of Internal Medicine and Hypertension Unit, Department of Medical Sciences, University of Torino, Turin, Italy
| | - Alessio Pecori
- grid.7605.40000 0001 2336 6580Division of Internal Medicine and Hypertension Unit, Department of Medical Sciences, University of Torino, Turin, Italy
| | - Silvia Monticone
- grid.7605.40000 0001 2336 6580Division of Internal Medicine and Hypertension Unit, Department of Medical Sciences, University of Torino, Turin, Italy
| | - Felix Beuschlein
- grid.411095.80000 0004 0477 2585Medizinische Klinik und Poliklinik IV, Klinikum der Universität, Ludwig-Maximilians-Universität München, Munich, Germany ,grid.412004.30000 0004 0478 9977Klinikfür Endokrinologie, Diabetologie Und Klinische Ernährung, UniversitätsSpital Zürich (USZ) and Universität Zürich (UZH), Raemistrasse 100, 8091 Zurich, Switzerland
| | - Martin Reincke
- grid.411095.80000 0004 0477 2585Medizinische Klinik und Poliklinik IV, Klinikum der Universität, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Maria-Christina Zennaro
- grid.462416.30000 0004 0495 1460Université Paris Cité, Inserm, PARCC, F-75015 Paris, France ,grid.414093.b0000 0001 2183 5849Service de Génétique, AP-HP, Hôpital Européen Georges Pompidou, F-75015 Paris, France
| | - Jérôme Bertherat
- grid.462098.10000 0004 0643 431XUniversité Paris Cité, CNRS, INSERM, Institut Cochin, F-75014 Paris, France ,grid.411784.f0000 0001 0274 3893Service d’Endocrinologie, Center for Rare Adrenal Diseases, AP-HP, Hôpital Cochin, F-75014 Paris, France
| | - Emily Jefferson
- grid.8241.f0000 0004 0397 2876Division of Population Health and Genomics, School of Medicine, University of Dundee, Dundee, DD2 4BF UK ,grid.8756.c0000 0001 2193 314XInstitute of Health and Wellbeing, University of Glasgow, Glasgow, G12 8RZ UK
| | - Guillaume Assié
- grid.462098.10000 0004 0643 431XUniversité Paris Cité, CNRS, INSERM, Institut Cochin, F-75014 Paris, France ,grid.411784.f0000 0001 0274 3893Service d’Endocrinologie, Center for Rare Adrenal Diseases, AP-HP, Hôpital Cochin, F-75014 Paris, France
| |
Collapse
|
3
|
Concistrè A, Petramala L, Circosta F, Romagnoli P, Soldini M, Bucci M, De Cesare D, Cavallaro G, De Toma G, Cipollone F, Letizia C. Analysis of the miRNA expression from the adipose tissue surrounding the adrenal neoplasia. Front Cardiovasc Med 2022; 9:930959. [PMID: 35966515 PMCID: PMC9366211 DOI: 10.3389/fcvm.2022.930959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 07/01/2022] [Indexed: 12/04/2022] Open
Abstract
Background Primary aldosteronism (PA) is characterized by several metabolic changes such as insulin resistance, metabolic syndrome, and adipose tissue (AT) inflammation. Mi(cro)RNAs (miRNAs) are a class of non-coding small RNA molecules known to be critical regulators in several cellular processes associated with AT dysfunction. The aim of this study was to evaluate the expression of some miRNAs in visceral and subcutaneous AT in patients undergoing adrenalectomy for aldosterone-secreting adrenal adenoma (APA) compared to the samples of AT obtained in patients undergoing adrenalectomy for non-functioning adrenal mass (NFA). Methods The quantitative expression of selected miRNA using real-time PCR was analyzed in surrounding adrenal neoplasia, peri-renal, and subcutaneous AT samples of 16 patients with adrenalectomy (11 patients with APA and 5 patients with NFA). Results Real-time PCR cycles for miRNA-132, miRNA-143, and miRNA-221 in fat surrounding adrenal neoplasia and in peri-adrenal AT were significantly higher in APA than in patients with NFA. Unlike patients with NFA, miRNA-132, miRNA-143, miRNA-221, and miRNA-26b were less expressed in surrounding adrenal neoplasia AT compared to subcutaneous AT in patients with APA. Conclusion This study, conducted on tissue expression of miRNAs, highlights the possible pathophysiological role of some miRNAs in determining the metabolic alterations in patients with PA.
Collapse
Affiliation(s)
- Antonio Concistrè
- Department of Clinical, Internal Medicine, Anesthesiology and Cardiovascular Sciences, “Sapienza” University of Rome, Rome, Italy
| | - Luigi Petramala
- Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy
| | - Francesco Circosta
- Department of Clinical, Internal Medicine, Anesthesiology and Cardiovascular Sciences, “Sapienza” University of Rome, Rome, Italy
| | - Priscilla Romagnoli
- Department of Clinical, Internal Medicine, Anesthesiology and Cardiovascular Sciences, “Sapienza” University of Rome, Rome, Italy
| | - Maurizio Soldini
- Department of Clinical, Internal Medicine, Anesthesiology and Cardiovascular Sciences, “Sapienza” University of Rome, Rome, Italy
| | - Marco Bucci
- Department of Medicine and Aging Sciences, University “Gabriele d'Annunzio” of Chieti-Pescara, Chieti, Italy
| | - Domenico De Cesare
- Department of Medicine and Aging Sciences, University “Gabriele d'Annunzio” of Chieti-Pescara, Chieti, Italy
| | - Giuseppe Cavallaro
- Department of Surgery “Pietro Valdoni, ” “Sapienza” University of Rome, Rome, Italy
| | - Giorgio De Toma
- Department of Surgery “Pietro Valdoni, ” “Sapienza” University of Rome, Rome, Italy
| | - Francesco Cipollone
- Department of Medicine and Aging Sciences, University “Gabriele d'Annunzio” of Chieti-Pescara, Chieti, Italy
| | - Claudio Letizia
- Department of Clinical, Internal Medicine, Anesthesiology and Cardiovascular Sciences, “Sapienza” University of Rome, Rome, Italy
- *Correspondence: Claudio Letizia
| |
Collapse
|