1
|
Prete A, Subramanian A, Bancos I, Chortis V, Tsagarakis S, Lang K, Macech M, Delivanis DA, Pupovac ID, Reimondo G, Marina LV, Deutschbein T, Balomenaki M, O'Reilly MW, Gilligan LC, Jenkinson C, Bednarczuk T, Zhang CD, Dusek T, Diamantopoulos A, Asia M, Kondracka A, Li D, Masjkur JR, Quinkler M, Ueland GÅ, Dennedy MC, Beuschlein F, Tabarin A, Fassnacht M, Ivović M, Terzolo M, Kastelan D, Young WF, Manolopoulos KN, Ambroziak U, Vassiliadi DA, Taylor AE, Sitch AJ, Nirantharakumar K, Arlt W. Cardiometabolic Disease Burden and Steroid Excretion in Benign Adrenal Tumors : A Cross-Sectional Multicenter Study. Ann Intern Med 2022; 175:325-334. [PMID: 34978855 DOI: 10.7326/m21-1737] [Citation(s) in RCA: 39] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Benign adrenal tumors are commonly discovered on cross-sectional imaging. Mild autonomous cortisol secretion (MACS) is regularly diagnosed, but its effect on cardiometabolic disease in affected persons is ill defined. OBJECTIVE To determine cardiometabolic disease burden and steroid excretion in persons with benign adrenal tumors with and without MACS. DESIGN Cross-sectional study. SETTING 14 endocrine secondary and tertiary care centers (recruitment from 2011 to 2016). PARTICIPANTS 1305 prospectively recruited persons with benign adrenal tumors. MEASUREMENTS Cortisol excess was defined by clinical assessment and the 1-mg overnight dexamethasone-suppression test (serum cortisol: <50 nmol/L, nonfunctioning adrenal tumor [NFAT]; 50 to 138 nmol/L, possible MACS [MACS-1]; >138 nmol/L and absence of typical clinical Cushing syndrome [CS] features, definitive MACS [MACS-2]). Net steroid production was assessed by multisteroid profiling of 24-hour urine by tandem mass spectrometry. RESULTS Of the 1305 participants, 49.7% had NFAT (n = 649; 64.1% women), 34.6% had MACS-1 (n = 451; 67.2% women), 10.7% had MACS-2 (n = 140; 73.6% women), and 5.0% had CS (n = 65; 86.2% women). Prevalence and severity of hypertension were higher in MACS-2 and CS than NFAT (adjusted prevalence ratios [aPRs] for hypertension: MACS-2, 1.15 [95% CI, 1.04 to 1.27], and CS, 1.37 [CI, 1.16 to 1.62]; aPRs for use of ≥3 antihypertensives: MACS-2, 1.31 [CI, 1.02 to 1.68], and CS, 2.22 [CI, 1.62 to 3.05]). Type 2 diabetes was more prevalent in CS than NFAT (aPR, 1.62 [CI, 1.08 to 2.42]) and more likely to require insulin therapy for MACS-2 (aPR, 1.89 [CI, 1.01 to 3.52]) and CS (aPR, 3.06 [CI, 1.60 to 5.85]). Urinary multisteroid profiling revealed an increase in glucocorticoid excretion from NFAT over MACS-1 and MACS-2 to CS, whereas androgen excretion decreased. LIMITATIONS Cross-sectional design; possible selection bias. CONCLUSION A cardiometabolic risk condition, MACS predominantly affects women and warrants regular assessment for hypertension and type 2 diabetes. PRIMARY FUNDING SOURCE Diabetes UK, the European Commission, U.K. Medical Research Council, the U.K. Academy of Medical Sciences, the Wellcome Trust, the U.K. National Institute for Health Research, the U.S. National Institutes of Health, the Claire Khan Trust Fund at University Hospitals Birmingham Charities, and the Mayo Clinic Foundation for Medical Education and Research.
Collapse
Affiliation(s)
- Alessandro Prete
- The Institute of Metabolism and Systems Research, University of Birmingham, Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, and Department of Endocrinology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom (A.P., V.C., K.L.)
| | - Anuradhaa Subramanian
- Institute of Applied Health Research, University of Birmingham, Birmingham, United Kingdom (A.S.)
| | - Irina Bancos
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, United Kingdom, and Division of Endocrinology, Diabetes, Metabolism, and Nutrition, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota (I.B.)
| | - Vasileios Chortis
- The Institute of Metabolism and Systems Research, University of Birmingham, Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, and Department of Endocrinology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom (A.P., V.C., K.L.)
| | - Stylianos Tsagarakis
- Department of Endocrinology, Diabetes and Metabolism, Evangelismos Hospital, Athens, Greece (S.T., M.B., A.D., D.A.V.)
| | - Katharina Lang
- The Institute of Metabolism and Systems Research, University of Birmingham, Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, and Department of Endocrinology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom (A.P., V.C., K.L.)
| | - Magdalena Macech
- Department of Internal Medicine and Endocrinology, Medical University of Warsaw, Warsaw, Poland (M.M., T.B., A.K., U.A.)
| | - Danae A Delivanis
- Division of Endocrinology, Diabetes, Metabolism, and Nutrition, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota (D.A.D., C.D.Z., D.L., W.F.Y.)
| | - Ivana D Pupovac
- Department of Endocrinology, University Hospital Centre Zagreb, Zagreb, Croatia (I.D.P., T.D., D.K.)
| | - Giuseppe Reimondo
- Division of Internal Medicine, University of Turin, San Luigi Hospital, Turin, Italy (G.R., M.T.)
| | - Ljiljana V Marina
- Department for Obesity, Reproductive and Metabolic Disorders, Clinic for Endocrinology, Diabetes and Metabolic Diseases, University Clinical Centre of Serbia, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (L.V.M., M.I.)
| | - Timo Deutschbein
- Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital Würzburg, University of Würzburg, Würzburg, and Medicover Oldenburg MVZ, Oldenburg, Germany (T.D.)
| | - Maria Balomenaki
- Department of Endocrinology, Diabetes and Metabolism, Evangelismos Hospital, Athens, Greece (S.T., M.B., A.D., D.A.V.)
| | - Michael W O'Reilly
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, United Kingdom, and Department of Medicine, Royal College of Surgeons in Ireland, University of Medicine and Health Sciences, Dublin, Republic of Ireland (M.W.O.)
| | - Lorna C Gilligan
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, United Kingdom (L.C.G., C.J., K.N.M., A.E.T.)
| | - Carl Jenkinson
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, United Kingdom (L.C.G., C.J., K.N.M., A.E.T.)
| | - Tomasz Bednarczuk
- Department of Internal Medicine and Endocrinology, Medical University of Warsaw, Warsaw, Poland (M.M., T.B., A.K., U.A.)
| | - Catherine D Zhang
- Division of Endocrinology, Diabetes, Metabolism, and Nutrition, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota (D.A.D., C.D.Z., D.L., W.F.Y.)
| | - Tina Dusek
- Department of Endocrinology, University Hospital Centre Zagreb, Zagreb, Croatia (I.D.P., T.D., D.K.)
| | - Aristidis Diamantopoulos
- Department of Endocrinology, Diabetes and Metabolism, Evangelismos Hospital, Athens, Greece (S.T., M.B., A.D., D.A.V.)
| | - Miriam Asia
- Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, and Department of Endocrinology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom (M.A.)
| | - Agnieszka Kondracka
- Department of Internal Medicine and Endocrinology, Medical University of Warsaw, Warsaw, Poland (M.M., T.B., A.K., U.A.)
| | - Dingfeng Li
- Division of Endocrinology, Diabetes, Metabolism, and Nutrition, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota (D.A.D., C.D.Z., D.L., W.F.Y.)
| | - Jimmy R Masjkur
- Department of Medicine III and Institute of Clinical Chemistry and Laboratory Medicine, Technische Universität Dresden, Dresden, Germany (J.R.M.)
| | | | - Grethe Å Ueland
- Department of Endocrinology, Haukeland University Hospital, Bergen, Norway (G.Å.U.)
| | - M Conall Dennedy
- Department of Endocrinology, University Hospital Galway, Newcastle, Galway, Republic of Ireland (M.C.D.)
| | - Felix Beuschlein
- Klinik für Endokrinologie, Diabetologie und Klinische Ernährung, Universitäts Spital Zürich (USZ) und Universität Zürich (UZH), Zurich, Switzerland, and Medizinische Klinik und Poliklinik IV, Ludwig-Maximilians-Universität München, Munich, Germany (F.B.)
| | - Antoine Tabarin
- Service d'Endocrinologie, Centre Hospitalier Universitaire de Bordeaux, Hôpital du Haut-Lévêque, Pessac, France (A.T.)
| | - Martin Fassnacht
- Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital Würzburg, University of Würzburg, Würzburg, Germany (M.F.)
| | - Miomira Ivović
- Department for Obesity, Reproductive and Metabolic Disorders, Clinic for Endocrinology, Diabetes and Metabolic Diseases, University Clinical Centre of Serbia, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (L.V.M., M.I.)
| | - Massimo Terzolo
- Division of Internal Medicine, University of Turin, San Luigi Hospital, Turin, Italy (G.R., M.T.)
| | - Darko Kastelan
- Department of Endocrinology, University Hospital Centre Zagreb, Zagreb, Croatia (I.D.P., T.D., D.K.)
| | - William F Young
- Division of Endocrinology, Diabetes, Metabolism, and Nutrition, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota (D.A.D., C.D.Z., D.L., W.F.Y.)
| | - Konstantinos N Manolopoulos
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, United Kingdom (L.C.G., C.J., K.N.M., A.E.T.)
| | - Urszula Ambroziak
- Department of Internal Medicine and Endocrinology, Medical University of Warsaw, Warsaw, Poland (M.M., T.B., A.K., U.A.)
| | - Dimitra A Vassiliadi
- Department of Endocrinology, Diabetes and Metabolism, Evangelismos Hospital, Athens, Greece (S.T., M.B., A.D., D.A.V.)
| | - Angela E Taylor
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, United Kingdom (L.C.G., C.J., K.N.M., A.E.T.)
| | - Alice J Sitch
- Institute of Applied Health Research, University of Birmingham, and NIHR Birmingham Biomedical Research Centre, University of Birmingham and University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom (A.J.S.)
| | - Krishnarajah Nirantharakumar
- Institute of Metabolism and Systems Research, University of Birmingham, Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, and Institute of Applied Health Research, University of Birmingham, Birmingham, United Kingdom (K.N.)
| | - Wiebke Arlt
- Institute of Metabolism and Systems Research, University of Birmingham, Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Department of Endocrinology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, and NIHR Birmingham Biomedical Research Centre, University of Birmingham and University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom (W.A.)
| | | | | |
Collapse
|
2
|
Bancos I, Taylor AE, Chortis V, Sitch AJ, Jenkinson C, Davidge-Pitts CJ, Lang K, Tsagarakis S, Macech M, Riester A, Deutschbein T, Pupovac ID, Kienitz T, Prete A, Papathomas TG, Gilligan LC, Bancos C, Reimondo G, Haissaguerre M, Marina L, Grytaas MA, Sajwani A, Langton K, Ivison HE, Shackleton CHL, Erickson D, Asia M, Palimeri S, Kondracka A, Spyroglou A, Ronchi CL, Simunov B, Delivanis DA, Sutcliffe RP, Tsirou I, Bednarczuk T, Reincke M, Burger-Stritt S, Feelders RA, Canu L, Haak HR, Eisenhofer G, Dennedy MC, Ueland GA, Ivovic M, Tabarin A, Terzolo M, Quinkler M, Kastelan D, Fassnacht M, Beuschlein F, Ambroziak U, Vassiliadi DA, O'Reilly MW, Young WF, Biehl M, Deeks JJ, Arlt W. Urine steroid metabolomics for the differential diagnosis of adrenal incidentalomas in the EURINE-ACT study: a prospective test validation study. Lancet Diabetes Endocrinol 2020; 8:773-781. [PMID: 32711725 PMCID: PMC7447976 DOI: 10.1016/s2213-8587(20)30218-7] [Citation(s) in RCA: 104] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 05/28/2020] [Accepted: 06/03/2020] [Indexed: 01/19/2023]
Abstract
BACKGROUND Cross-sectional imaging regularly results in incidental discovery of adrenal tumours, requiring exclusion of adrenocortical carcinoma (ACC). However, differentiation is hampered by poor specificity of imaging characteristics. We aimed to validate a urine steroid metabolomics approach, using steroid profiling as the diagnostic basis for ACC. METHODS We did a prospective multicentre study in adult participants (age ≥18 years) with newly diagnosed adrenal masses. We assessed the accuracy of diagnostic imaging strategies based on maximum tumour diameter (≥4 cm vs <4 cm), imaging characteristics (positive vs negative), and urine steroid metabolomics (low, medium, or high risk of ACC), separately and in combination, using a reference standard of histopathology and follow-up investigations. With respect to imaging characteristics, we also assessed the diagnostic utility of increasing the unenhanced CT tumour attenuation threshold from the recommended 10 Hounsfield units (HU) to 20 HU. FINDINGS Of 2169 participants recruited between Jan 17, 2011, and July 15, 2016, we included 2017 from 14 specialist centres in 11 countries in the final analysis. 98 (4·9%) had histopathologically or clinically and biochemically confirmed ACC. Tumours with diameters of 4 cm or larger were identified in 488 participants (24·2%), including 96 of the 98 with ACC (positive predictive value [PPV] 19·7%, 95% CI 16·2-23·5). For imaging characteristics, increasing the unenhanced CT tumour attenuation threshold to 20 HU from the recommended 10 HU increased specificity for ACC (80·0% [95% CI 77·9-82·0] vs 64·0% [61·4-66.4]) while maintaining sensitivity (99·0% [94·4-100·0] vs 100·0% [96·3-100·0]; PPV 19·7%, 16·3-23·5). A urine steroid metabolomics result indicating high risk of ACC had a PPV of 34·6% (95% CI 28·6-41·0). When the three tests were combined, in the order of tumour diameter, positive imaging characteristics, and urine steroid metabolomics, 106 (5·3%) participants had the result maximum tumour diameter of 4 cm or larger, positive imaging characteristics (with the 20 HU cutoff), and urine steroid metabolomics indicating high risk of ACC, for which the PPV was 76·4% (95% CI 67·2-84·1). 70 (3·5%) were classified as being at moderate risk of ACC and 1841 (91·3%) at low risk (negative predictive value 99·7%, 99·4-100·0). INTERPRETATION An unenhanced CT tumour attenuation cutoff of 20 HU should replace that of 10 HU for exclusion of ACC. A triple test strategy of tumour diameter, imaging characteristics, and urine steroid metabolomics improves detection of ACC, which could shorten time to surgery for patients with ACC and help to avoid unnecessary surgery in patients with benign tumours. FUNDING European Commission, UK Medical Research Council, Wellcome Trust, and UK National Institute for Health Research, US National Institutes of Health, the Claire Khan Trust Fund at University Hospitals Birmingham Charities, and the Mayo Clinic Foundation for Medical Education and Research.
Collapse
Affiliation(s)
- Irina Bancos
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK; Division of Endocrinology, Diabetes, Metabolism and Nutrition, Mayo Clinic, Rochester, MN, USA
| | - Angela E Taylor
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK; Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK
| | - Vasileios Chortis
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK; Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK; Department of Endocrinology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Alice J Sitch
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK; NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK
| | - Carl Jenkinson
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK; Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK
| | | | - Katharina Lang
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK; Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK; Department of Endocrinology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Stylianos Tsagarakis
- Department of Endocrinology, Diabetes and Metabolism, Evangelismos Hospital, Athens, Greece
| | - Magdalena Macech
- Department of Internal Medicine and Endocrinology, Medical University of Warsaw, Warsaw, Poland
| | - Anna Riester
- Medizinische Klinik and Poliklinik IV, Klinikum der Universität, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Timo Deutschbein
- Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital Würzburg, University of Würzburg, Würzburg, Germany
| | - Ivana D Pupovac
- Department of Endocrinology, University Hospital Centre Zagreb, Zagreb, Croatia
| | - Tina Kienitz
- Endocrinology in Charlottenburg, Berlin, Germany
| | - Alessandro Prete
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK; Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK; Department of Endocrinology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Thomas G Papathomas
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK; Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK
| | - Lorna C Gilligan
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK
| | - Cristian Bancos
- Division of Endocrinology, Diabetes, Metabolism and Nutrition, Mayo Clinic, Rochester, MN, USA
| | - Giuseppe Reimondo
- Department of Clinical and Biological Sciences, San Luigi Hospital, University of Turin, Turin, Italy
| | - Magalie Haissaguerre
- Department of Endocrinology, Hôpital Haut Lévêque, CHU de Bordeaux, Pessac, France
| | - Ljiljana Marina
- Department for Obesity, Reproductive and Metabolic Disorders, Clinic for Endocrinology, Diabetes and Metabolic Diseases, Clinical Centre of Serbia, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Marianne A Grytaas
- Department of Clinical Science, University of Bergen, Bergen, Norway; Department of Medicine, Haukeland University Hospital, Bergen, Norway
| | - Ahmed Sajwani
- School of Medicine, National University of Ireland Galway, Galway, Ireland
| | - Katharina Langton
- Institute of Clinical Chemistry and Laboratory Medicine, University Hospital Carl Gustav Carus, Technical University, Dresden, Germany
| | - Hannah E Ivison
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK
| | - Cedric H L Shackleton
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK; UCSF Benioff Children's Hospital Oakland Research Institute, Oakland, CA, USA
| | - Dana Erickson
- Division of Endocrinology, Diabetes, Metabolism and Nutrition, Mayo Clinic, Rochester, MN, USA
| | - Miriam Asia
- Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK; Department of Endocrinology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Sotiria Palimeri
- Department of Endocrinology, Diabetes and Metabolism, Evangelismos Hospital, Athens, Greece
| | - Agnieszka Kondracka
- Department of Internal Medicine and Endocrinology, Medical University of Warsaw, Warsaw, Poland
| | - Ariadni Spyroglou
- Medizinische Klinik and Poliklinik IV, Klinikum der Universität, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Cristina L Ronchi
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK; Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK; Department of Endocrinology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK; Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital Würzburg, University of Würzburg, Würzburg, Germany
| | - Bojana Simunov
- Department of Endocrinology, University Hospital Centre Zagreb, Zagreb, Croatia
| | - Danae A Delivanis
- Division of Endocrinology, Diabetes, Metabolism and Nutrition, Mayo Clinic, Rochester, MN, USA
| | - Robert P Sutcliffe
- Department of Hepato-Pancreato-Biliary and Liver Transplant Surgery, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Ioanna Tsirou
- Department of Endocrinology, Diabetes and Metabolism, Evangelismos Hospital, Athens, Greece
| | - Tomasz Bednarczuk
- Department of Internal Medicine and Endocrinology, Medical University of Warsaw, Warsaw, Poland
| | - Martin Reincke
- Medizinische Klinik and Poliklinik IV, Klinikum der Universität, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Stephanie Burger-Stritt
- Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital Würzburg, University of Würzburg, Würzburg, Germany
| | - Richard A Feelders
- Department of Internal Medicine, Division of Endocrinology, Erasmus University Medical Centre, Rotterdam, Netherlands
| | - Letizia Canu
- Department of Experimental and Clinical Biomedical Sciences, University of Florence, Florence, Italy
| | - Harm R Haak
- Department of Internal Medicine, Maxima Medisch Centrum, Eindhoven, Netherlands; Department of Health Services Research and CAPHRI School for Public Health and Primary Care, Maastricht University, Maastricht, Netherlands
| | - Graeme Eisenhofer
- Institute of Clinical Chemistry and Laboratory Medicine, University Hospital Carl Gustav Carus, Technical University, Dresden, Germany
| | - M Conall Dennedy
- School of Medicine, National University of Ireland Galway, Galway, Ireland
| | - Grethe A Ueland
- Department of Clinical Science, University of Bergen, Bergen, Norway; Department of Medicine, Haukeland University Hospital, Bergen, Norway
| | - Miomira Ivovic
- Department for Obesity, Reproductive and Metabolic Disorders, Clinic for Endocrinology, Diabetes and Metabolic Diseases, Clinical Centre of Serbia, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Antoine Tabarin
- Department of Endocrinology, Hôpital Haut Lévêque, CHU de Bordeaux, Pessac, France
| | - Massimo Terzolo
- Department of Clinical and Biological Sciences, San Luigi Hospital, University of Turin, Turin, Italy
| | | | - Darko Kastelan
- Department of Endocrinology, University Hospital Centre Zagreb, Zagreb, Croatia
| | - Martin Fassnacht
- Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital Würzburg, University of Würzburg, Würzburg, Germany; Comprehensive Cancer Center Mainfranken, University Hospital Würzburg, University of Würzburg, Würzburg, Germany; Central Laboratory, University Hospital Würzburg, University of Würzburg, Würzburg, Germany
| | - Felix Beuschlein
- Medizinische Klinik and Poliklinik IV, Klinikum der Universität, Ludwig-Maximilians-Universität München, Munich, Germany; Klinik für Endokrinologie, Diabetologie und Klinische Ernährung, Universitätsspital Zürich, Zurich, Switzerland
| | - Urszula Ambroziak
- Department of Internal Medicine and Endocrinology, Medical University of Warsaw, Warsaw, Poland
| | - Dimitra A Vassiliadi
- Department of Endocrinology, Diabetes and Metabolism, Evangelismos Hospital, Athens, Greece
| | - Michael W O'Reilly
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK; Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK; Department of Endocrinology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - William F Young
- Division of Endocrinology, Diabetes, Metabolism and Nutrition, Mayo Clinic, Rochester, MN, USA
| | - Michael Biehl
- Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, Groningen, Netherlands
| | - Jonathan J Deeks
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK; NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK
| | - Wiebke Arlt
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK; Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK; Department of Endocrinology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK; NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK.
| |
Collapse
|