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

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      , MD a , c , * , , PhD a , d , * , , MD a , d , e , , PhD b , g , , PhD a , d , , MD c , , MD a , d , e , , Prof, MD h , , MD i , , MD j , , MD k , , MD n , , MD o , , MD a , d , e , , MD a , d , , MD a , , MSc c , , Prof, MD p , , MD q , , PhD r , , MD s , t , , MD u , , MSc v , , BSc a , , Prof, PhD a , w , , MD c , , MSc d , e , , MD h , , PhD i , , MD j , , MD a , d , e , k , , MD n , , MD c , , MD f , , MD h , , Prof, MD i , , Prof, MD j , , MD k , , MD x , , MD y , , Prof, MD z , aa , , Prof, PhD v , , MD u , , MD s , t , , MD r , , Prof, MD q , , Prof, MD p , , Prof, MD o , , Prof, MD n , , Prof, MD k , l , m , , Prof, MD j , ab , , MD i , , MD h , , MD a , d , e , , Prof, MD c , , Prof, PhD ac , , Prof, PhD b , g , , Prof, MD a , d , e , g , * , ENSAT EURINE-ACT Investigators
      The Lancet. Diabetes & Endocrinology
      The Lancet, Diabetes & Endocrinology

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          Summary

          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.

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          Most cited references18

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          Adrenocortical carcinoma.

          Adrenocortical carcinoma (ACC) is a rare endocrine malignancy, often with an unfavorable prognosis. Here we summarize the knowledge about diagnosis, epidemiology, pathophysiology, and therapy of ACC. Over recent years, multidisciplinary clinics have formed and the first international treatment trials have been conducted. This review focuses on evidence gained from recent basic science and clinical research and provides perspectives from the experience of a large multidisciplinary clinic dedicated to the care of patients with ACC.
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            Case detection, diagnosis, and treatment of patients with primary aldosteronism: an endocrine society clinical practice guideline.

            Our objective was to develop clinical practice guidelines for the diagnosis and treatment of patients with primary aldosteronism. The Task Force comprised a chair, selected by the Clinical Guidelines Subcommittee (CGS) of The Endocrine Society, six additional experts, one methodologist, and a medical writer. The Task Force received no corporate funding or remuneration. Systematic reviews of available evidence were used to formulate the key treatment and prevention recommendations. We used the Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) group criteria to describe both the quality of evidence and the strength of recommendations. We used "recommend" for strong recommendations and "suggest" for weak recommendations. Consensus was guided by systematic reviews of evidence and discussions during one group meeting, several conference calls, and multiple e-mail communications. The drafts prepared by the task force with the help of a medical writer were reviewed successively by The Endocrine Society's CGS, Clinical Affairs Core Committee (CACC), and Council. The version approved by the CGS and CACC was placed on The Endocrine Society's Web site for comments by members. At each stage of review, the Task Force received written comments and incorporated needed changes. We recommend case detection of primary aldosteronism be sought in higher risk groups of hypertensive patients and those with hypokalemia by determining the aldosterone-renin ratio under standard conditions and that the condition be confirmed/excluded by one of four commonly used confirmatory tests. We recommend that all patients with primary aldosteronism undergo adrenal computed tomography as the initial study in subtype testing and to exclude adrenocortical carcinoma. We recommend the presence of a unilateral form of primary aldosteronism should be established/excluded by bilateral adrenal venous sampling by an experienced radiologist and, where present, optimally treated by laparoscopic adrenalectomy. We recommend that patients with bilateral adrenal hyperplasia, or those unsuitable for surgery, optimally be treated medically by mineralocorticoid receptor antagonists.
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              • Abstract: not found
              • Article: not found

              Clinical practice. The incidentally discovered adrenal mass.

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                Author and article information

                Contributors
                Journal
                Lancet Diabetes Endocrinol
                Lancet Diabetes Endocrinol
                The Lancet. Diabetes & Endocrinology
                The Lancet, Diabetes & Endocrinology
                2213-8587
                2213-8595
                1 September 2020
                September 2020
                : 8
                : 9
                : 773-781
                Affiliations
                [a ]Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK
                [b ]Institute of Applied Health Research, University of Birmingham, Birmingham, UK
                [c ]Division of Endocrinology, Diabetes, Metabolism and Nutrition, Mayo Clinic, Rochester, MN, USA
                [d ]Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK
                [e ]Department of Endocrinology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
                [f ]Department of Hepato-Pancreato-Biliary and Liver Transplant Surgery, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
                [g ]NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK
                [h ]Department of Endocrinology, Diabetes and Metabolism, Evangelismos Hospital, Athens, Greece
                [i ]Department of Internal Medicine and Endocrinology, Medical University of Warsaw, Warsaw, Poland
                [j ]Medizinische Klinik and Poliklinik IV, Klinikum der Universität, Ludwig-Maximilians-Universität München, Munich, Germany
                [k ]Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Hospital Würzburg, University of Würzburg, Würzburg, Germany
                [l ]Comprehensive Cancer Center Mainfranken, University Hospital Würzburg, University of Würzburg, Würzburg, Germany
                [m ]Central Laboratory, University Hospital Würzburg, University of Würzburg, Würzburg, Germany
                [n ]Department of Endocrinology, University Hospital Centre Zagreb, Zagreb, Croatia
                [o ]Endocrinology in Charlottenburg, Berlin, Germany
                [p ]Department of Clinical and Biological Sciences, San Luigi Hospital, University of Turin, Turin, Italy
                [q ]Department of Endocrinology, Hôpital Haut Lévêque, CHU de Bordeaux, Pessac, France
                [r ]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
                [s ]Department of Clinical Science, University of Bergen, Bergen, Norway
                [t ]Department of Medicine, Haukeland University Hospital, Bergen, Norway
                [u ]School of Medicine, National University of Ireland Galway, Galway, Ireland
                [v ]Institute of Clinical Chemistry and Laboratory Medicine, University Hospital Carl Gustav Carus, Technical University, Dresden, Germany
                [w ]UCSF Benioff Children's Hospital Oakland Research Institute, Oakland, CA, USA
                [x ]Department of Internal Medicine, Division of Endocrinology, Erasmus University Medical Centre, Rotterdam, Netherlands
                [y ]Department of Experimental and Clinical Biomedical Sciences, University of Florence, Florence, Italy
                [z ]Department of Internal Medicine, Maxima Medisch Centrum, Eindhoven, Netherlands
                [aa ]Department of Health Services Research and CAPHRI School for Public Health and Primary Care, Maastricht University, Maastricht, Netherlands
                [ab ]Klinik für Endokrinologie, Diabetologie und Klinische Ernährung, Universitätsspital Zürich, Zurich, Switzerland
                [ac ]Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, Groningen, Netherlands
                Author notes
                [* ]Correspondence to: Prof Wiebke Arlt, Institute of Metabolism and Systems Research, College of Medical and Dental Sciences, University of Birmingham, Medical School IBR Tower, Room 236, Birmingham B15 2TT, UK w.arlt@ 123456bham.ac.uk
                [*]

                Joint first authors

                [†]

                Members listed in appendix (pp 1–3)

                Article
                S2213-8587(20)30218-7
                10.1016/S2213-8587(20)30218-7
                7447976
                32711725
                9ed2b665-5955-446b-b64b-75f71a6aaedd
                © 2020 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license

                This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).

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