Urine steroid metabolomics for the differential diagnosis of adrenal incidentalomas in the EURINE-ACT study: a prospective test validation study.


Journal

The lancet. Diabetes & endocrinology
ISSN: 2213-8595
Titre abrégé: Lancet Diabetes Endocrinol
Pays: England
ID NLM: 101618821

Informations de publication

Date de publication:
09 2020
Historique:
received: 05 03 2020
revised: 28 05 2020
accepted: 03 06 2020
pubmed: 28 7 2020
medline: 2 9 2020
entrez: 27 7 2020
Statut: ppublish

Résumé

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. 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. 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). 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. 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.

Sections du résumé

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.

Identifiants

pubmed: 32711725
pii: S2213-8587(20)30218-7
doi: 10.1016/S2213-8587(20)30218-7
pmc: PMC7447976
pii:
doi:

Substances chimiques

Steroids 0

Types de publication

Journal Article Multicenter Study Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't Validation Study

Langues

eng

Sous-ensembles de citation

IM

Pagination

773-781

Subventions

Organisme : Medical Research Council
ID : G0801473
Pays : United Kingdom
Organisme : NIDDK NIH HHS
ID : K23 DK121888
Pays : United States
Organisme : Wellcome Trust
ID : WT101671
Pays : United Kingdom

Investigateurs

Stephan Glöckner (S)
Richard O Sinnott (RO)
Anthony Stell (A)
Maria C Fragoso (MC)
Darko Kastelan (D)
Ivana D Pupovac (ID)
Bojana Simunov (B)
Sarah Cazenave (S)
Magalie Haissaguerre (M)
Antoine Tabarin (A)
Jérôme Bertherat (J)
Rossella Libé (R)
Tina Kienitz (T)
Marcus Quinkler (M)
Katharina Langton (K)
Graeme Eisenhofer (G)
Felix Beuschlein (F)
Christina Brugger (C)
Martin Reincke (M)
Anna Riester (A)
Ariadni Spyroglou (A)
Stephanie Burger-Stritt (S)
Timo Deutschbein (T)
Martin Fassnacht (M)
Stefanie Hahner (S)
Matthias Kroiss (M)
Cristina L Ronchi (CL)
Sotiria Palimeri (S)
Stylianos Tsagarakis (S)
Ioanna Tsirou (I)
Dimitra A Vassiliadi (DA)
Vittoria Basile (V)
Elisa Ingargiola (E)
Giuseppe Reimondo (G)
Massimo Terzolo (M)
Letizia Canu (L)
Massimo Mannelli (M)
Hester Ettaieb (H)
Harm R Haak (HR)
Thomas M Kerkhofs (TM)
Michael Biehl (M)
Richard A Feelders (RA)
Johannes Hofland (J)
Leo J Hofland (LJ)
Marianne A Grytaas (MA)
Eystein S Husebye (ES)
Grethe A Ueland (GA)
Urszula Ambroziak (U)
Tomasz Bednarczuk (T)
Agnieszka Kondracka (A)
Magdalena Macech (M)
Malgorzata Zawierucha (M)
Isabel Paiva (I)
M Conall Dennedy (MC)
Ahmed Sajwani (A)
Mark Sherlock (M)
Rachel K Crowley (RK)
Miomira Ivovic (M)
Ljiljana Marina (L)
Jonathan J Deeks (JJ)
Alice J Sitch (AJ)
Wiebke Arlt (W)
Irina Bancos (I)
Vasileios Chortis (V)
Lorna C Giligan (LC)
Beverly A Hughes (BA)
Katharina Lang (K)
Hannah E Ivison (HE)
Carl Jenkinson (C)
Konstantinos Manolopoulos (K)
Donna M O'Neil (DM)
Michael W O'Reilly (MW)
Thomas G Papathomas (TG)
Alessandro Prete (A)
Cedric H L Shackleton (CHL)
Angela E Taylor (AE)
Miriam Asia (M)
Robert P Sutcliffe (RP)
Peter Guest (P)
Kassiani Skordilis (K)
Cristian Bancos (C)
Alice Chang (A)
Caroline J Davidge-Pitts (CJ)
Danae A Delivanis (DA)
Dana Erickson (D)
Neena Natt (N)
Todd B Nippoldt (TB)
Melinda Thomas (M)
William F Young (WF)

Commentaires et corrections

Type : CommentIn
Type : CommentIn

Informations de copyright

Copyright © 2020 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license. Published by Elsevier Ltd.. All rights reserved.

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Auteurs

Irina Bancos (I)

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 (AE)

Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK; Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK.

Vasileios Chortis (V)

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 (AJ)

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 (C)

Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK; Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK.

Caroline J Davidge-Pitts (CJ)

Division of Endocrinology, Diabetes, Metabolism and Nutrition, Mayo Clinic, Rochester, MN, USA.

Katharina Lang (K)

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 (S)

Department of Endocrinology, Diabetes and Metabolism, Evangelismos Hospital, Athens, Greece.

Magdalena Macech (M)

Department of Internal Medicine and Endocrinology, Medical University of Warsaw, Warsaw, Poland.

Anna Riester (A)

Medizinische Klinik and Poliklinik IV, Klinikum der Universität, Ludwig-Maximilians-Universität München, Munich, Germany.

Timo Deutschbein (T)

Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital Würzburg, University of Würzburg, Würzburg, Germany.

Ivana D Pupovac (ID)

Department of Endocrinology, University Hospital Centre Zagreb, Zagreb, Croatia.

Tina Kienitz (T)

Endocrinology in Charlottenburg, Berlin, Germany.

Alessandro Prete (A)

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 (TG)

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 (LC)

Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK.

Cristian Bancos (C)

Division of Endocrinology, Diabetes, Metabolism and Nutrition, Mayo Clinic, Rochester, MN, USA.

Giuseppe Reimondo (G)

Department of Clinical and Biological Sciences, San Luigi Hospital, University of Turin, Turin, Italy.

Magalie Haissaguerre (M)

Department of Endocrinology, Hôpital Haut Lévêque, CHU de Bordeaux, Pessac, France.

Ljiljana Marina (L)

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 (MA)

Department of Clinical Science, University of Bergen, Bergen, Norway; Department of Medicine, Haukeland University Hospital, Bergen, Norway.

Ahmed Sajwani (A)

School of Medicine, National University of Ireland Galway, Galway, Ireland.

Katharina Langton (K)

Institute of Clinical Chemistry and Laboratory Medicine, University Hospital Carl Gustav Carus, Technical University, Dresden, Germany.

Hannah E Ivison (HE)

Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK.

Cedric H L Shackleton (CHL)

Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK; UCSF Benioff Children's Hospital Oakland Research Institute, Oakland, CA, USA.

Dana Erickson (D)

Division of Endocrinology, Diabetes, Metabolism and Nutrition, Mayo Clinic, Rochester, MN, USA.

Miriam Asia (M)

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 (S)

Department of Endocrinology, Diabetes and Metabolism, Evangelismos Hospital, Athens, Greece.

Agnieszka Kondracka (A)

Department of Internal Medicine and Endocrinology, Medical University of Warsaw, Warsaw, Poland.

Ariadni Spyroglou (A)

Medizinische Klinik and Poliklinik IV, Klinikum der Universität, Ludwig-Maximilians-Universität München, Munich, Germany.

Cristina L Ronchi (CL)

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 (B)

Department of Endocrinology, University Hospital Centre Zagreb, Zagreb, Croatia.

Danae A Delivanis (DA)

Division of Endocrinology, Diabetes, Metabolism and Nutrition, Mayo Clinic, Rochester, MN, USA.

Robert P Sutcliffe (RP)

Department of Hepato-Pancreato-Biliary and Liver Transplant Surgery, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.

Ioanna Tsirou (I)

Department of Endocrinology, Diabetes and Metabolism, Evangelismos Hospital, Athens, Greece.

Tomasz Bednarczuk (T)

Department of Internal Medicine and Endocrinology, Medical University of Warsaw, Warsaw, Poland.

Martin Reincke (M)

Medizinische Klinik and Poliklinik IV, Klinikum der Universität, Ludwig-Maximilians-Universität München, Munich, Germany.

Stephanie Burger-Stritt (S)

Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital Würzburg, University of Würzburg, Würzburg, Germany.

Richard A Feelders (RA)

Department of Internal Medicine, Division of Endocrinology, Erasmus University Medical Centre, Rotterdam, Netherlands.

Letizia Canu (L)

Department of Experimental and Clinical Biomedical Sciences, University of Florence, Florence, Italy.

Harm R Haak (HR)

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 (G)

Institute of Clinical Chemistry and Laboratory Medicine, University Hospital Carl Gustav Carus, Technical University, Dresden, Germany.

M Conall Dennedy (MC)

School of Medicine, National University of Ireland Galway, Galway, Ireland.

Grethe A Ueland (GA)

Department of Clinical Science, University of Bergen, Bergen, Norway; Department of Medicine, Haukeland University Hospital, Bergen, Norway.

Miomira Ivovic (M)

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 (A)

Department of Endocrinology, Hôpital Haut Lévêque, CHU de Bordeaux, Pessac, France.

Massimo Terzolo (M)

Department of Clinical and Biological Sciences, San Luigi Hospital, University of Turin, Turin, Italy.

Marcus Quinkler (M)

Endocrinology in Charlottenburg, Berlin, Germany.

Darko Kastelan (D)

Department of Endocrinology, University Hospital Centre Zagreb, Zagreb, Croatia.

Martin Fassnacht (M)

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 (F)

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 (U)

Department of Internal Medicine and Endocrinology, Medical University of Warsaw, Warsaw, Poland.

Dimitra A Vassiliadi (DA)

Department of Endocrinology, Diabetes and Metabolism, Evangelismos Hospital, Athens, Greece.

Michael W O'Reilly (MW)

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 (WF)

Division of Endocrinology, Diabetes, Metabolism and Nutrition, Mayo Clinic, Rochester, MN, USA.

Michael Biehl (M)

Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, Groningen, Netherlands.

Jonathan J Deeks (JJ)

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 (W)

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. Electronic address: w.arlt@bham.ac.uk.

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