Diagnostic accuracy of the different hormonal tests used for the diagnosis of autonomous cortisol secretion
Open accessAbstract
To evaluate the diagnostic accuracy of the different tests commonly used in the evaluation of adrenal incidentalomas (AIs) for the identification of autonomous cortisol secretion (ACS) and comorbidities potentially related to ACS. In a retrospective study of patients with AIs ≥ 1 cm, we evaluated the diagnostic reliability and validity of the dexamethasone suppression test (DST), urinary free cortisol (UFC), ACTH, late-night salivary cortisol (LNSC), and dehydroepiandrosterone-sulphate (DHEAS) for the diagnosis of comorbidities potentially related to ACS. Diagnostic indexes were also calculated for UFC, ACTH, LNSC, and DHEAS considering DST as the gold standard test for the diagnosis of ACS, using three different post-DST cortisol thresholds (138 nmol/L, 50 nmol/L and 83 nmol/L). We included 197 patients with AIs in whom the results of the five tests abovementioned were available. At diagnosis, 85.9% of patients with one or more AIs had any comorbidity potentially related to ACS, whereas 9.6% had ACS as defined by post-DST cortisol > 138 nmol/L. The reliability of UFC, ACTH, LNSC, and DHEAS for the diagnosis of ACS was low (kappa index < 0.30). Of them, LNSC reached the highest diagnosis accuracy for ACS identification (AUC = 0.696 [95% CI 0.626-0.759]). The diagnostic performances of these tests for comorbidities potentially related to ACS was poor; of them, the DST was the most accurate (AUC = 0.661 [95% CI 0.546-0.778]) and had the strongest association with these comorbidities (OR 2.6, P = 0.045). Patients presenting with increased values of both DST and LNSC had the strongest association with hypertension (OR 7.1, P = 0.002) and with cardiovascular events (OR 3.6, P = 0.041). In conclusion, LNSC was the test showing the highest diagnosis accuracy for the identification of ACS when a positive DST was used as the gold standard for its diagnosis. The DST test showed the strongest association with comorbidities potentially related to ACS. The definition of ACS based on the combination of elevated DST and LNSC levels improved the identification of patients with increased cardiometabolic risk.
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The limited number of studies published to date have shown that LNSC has a relatively low sensitivity for predicting ACS, and subsequently conclude that the test is not suitable for screening of this disorder.
“The limited number of studies published to date have shown that LNSC has a relatively low sensitivity for predicting ACS, and subsequently conclude that the test is not suitable for screening of this disorder (11–16).”
From The diagnostic value of salivary cortisol and salivary cortisone in patients with suspected hypercortisolism (2022) · cites this paper as [14]
All previous studies, regardless of analytical assay, have concluded that LNSC cannot be recommended as an exclusive screening method for ACS.
“In fact, due to the low sensitivity, all previous studies, regardless of analytical assay, have concluded that LNSC cannot be recommended as an exclusive screening method for ACS (11–16).”
From The diagnostic value of salivary cortisol and salivary cortisone in patients with suspected hypercortisolism (2022) · cites this paper as [14]
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Cites
Grundy, S. M., Bilheimer, D. W., Chait, A., Clark, L. T., Denke, M. A., Havel, R. J., Hazzard, W. R., Hulley, S. B., Hunninghake, D. B., Kreisberg, R. A., et al. (1993) · JAMA · doi:10.1001/jama.269.23.3015 · Cited by 27,944 · see citing works
Detection, evaluation, and treatment of high blood cholesterol in adults (Adult Treatment Panel III)
Grundy, S. M., Becker, D. M., Clark, L. T., Cooper, R., Denke, M. A., Howard, J. L., Hunninghake, D. B., Illingworth, D. R., Luepker, R. V., McBride, P. E., et al. (2002) · Civil War Book Review · Cited by 12,198 · see citing works
2. Classification and Diagnosis of Diabetes: Standards of Medical Care in Diabetes—2019
(2018) · Diabetes Care · doi:10.2337/dc19-s002 · Cited by 2,738 · see citing works
The diagnosis of Cushing's syndrome: an Endocrine Society Clinical Practice Guideline.
Nieman, L. K., Biller, B. M. K., Findling, J. W., Newell-Price, J., Savage, M. O., Stewart, P. M., & Montori, V. M. (2008) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2008-0125 · Cited by 2,718 · see citing works
Fassnacht, M., Arlt, W., Bancos, I., Dralle, H., Newell-Price, J., Sahdev, A., Tabarin, A., Terzolo, M., Tsagarakis, S., & Dekkers, O. M. (2016) · European Journal of Endocrinology · doi:10.1530/eje-16-0467 · Cited by 1,566 · see citing works
Funder, J. W., Carey, R. M., Fardella, C., Gomez-Sanchez, C. E., Mantero, F., Stowasser, M., Young, W. F., & Montori, V. M. (2008) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2008-0104 · Cited by 1,554 · see citing works
Incidentally Discovered Adrenal Masses*
Kloos, R. T., Gross, M. D., Francis, I. R., KOROBKIN, M. T., & Shapiro, B. (1995) · Endocrine Reviews · doi:10.1210/edrv-16-4-460 · Cited by 869 · see citing works
AME Position Statement on adrenal incidentaloma
Terzolo, M., Stigliano, A., Chiodini, I., Loli, P., Furlani, L., Arnaldi, G., Reimondo, G., Pia, A., Toscano, V., Zini, M., et al. (2011) · European Journal of Endocrinology · doi:10.1530/eje-10-1147 · Cited by 519 · see citing works
Di Dalmazi, G., Vicennati, V., Garelli, S., Casadio, E., Rinaldi, E., Giampalma, E., Mosconi, C., Golfieri, R., Paccapelo, A., Pagotto, U., et al. (2014) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(13)70211-0 · Cited by 415 · see citing works
Cortisol as a marker for increased mortality in patients with incidental adrenocortical adenomas
Debono, M., Bradburn, M., Bull, M., Harrison, B., Ross, R. J., & Newell-Price, J. (2014) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2014-3007 · Cited by 269 · see citing works
Long-term follow-up in adrenal incidentalomas: an Italian multicenter study
Morelli, V., Reimondo, G., Giordano, R., Della Casa, S., Policola, C., Palmieri, S., Salcuni, A. S., Dolci, A., Mendola, M., Arosio, M., et al. (2014) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2013-3527 · Cited by 223 · see citing works
Dalmazi, G. D., Vicennati, V., Rinaldi, E., Morselli‐Labate, A. M., Giampalma, E., Mosconi, C., Pagotto, U., & Pasquali, R. (2012) · European Journal of Endocrinology · doi:10.1530/eje-11-1039 · Cited by 182 · see citing works
Exploration and management of adrenal incidentalomas.
Tabarin, A., Bardet, S., Bertherat, J. Y., Dupas, B., Chabre, O., Hamoir, E., Laurent, F., Tenenbaum, F., Cazalda, M., Lefèbvre, H., et al. (2008) · Annales d Endocrinologie · doi:10.1016/j.ando.2008.09.003 · Cited by 129 · see citing works
Adrenal incidentaloma—follow-up results from a Swedish prospective study.
Bülow, B., Jansson, S., Juhlin, C., Steen, L., Thorén, M., Wahrenberg, H., Valdemarsson, S., Wängberg, B., Ahréen, B., & _, _. (2006) · European Journal of Endocrinology · doi:10.1530/eje.1.02110 · Cited by 124 · see citing works
Morelli, V., Masserini, B., Salcuni, A. S., Eller‐Vainicher, C., Savoca, C., Viti, R., Coletti, F., Guglielmi, G., Battista, C., Iorio, L., et al. (2010) · Clinical Endocrinology · doi:10.1111/j.1365-2265.2010.03794.x · Cited by 107 · see citing works
Serum cortisol: an up-to-date assessment of routine assay performance
Hawley, J. M., Owen, L. J., Lockhart, S. J., Monaghan, P. J., Armston, A., Chadwick, C. A., Wilshaw, H., Freire, M., Perry, L., & Keevil, B. G. (2016) · Clinical Chemistry · doi:10.1373/clinchem.2016.255034 · Cited by 95 · see citing works
Ueland, G. Å., Methlie, P., Kellmann, R., Bjørgaas, M., Åsvold, B. O., Thorstensen, K., Kelp, O., Thordarson, H. B., Mellgren, G., Løvås, K., et al. (2017) · European Journal of Endocrinology · doi:10.1530/eje-17-0078 · Cited by 94 · see citing works
Di Dalmazi, G., Fanelli, F., Mezzullo, M., Casadio, E., Rinaldi, E., Garelli, S., Giampalma, E., Mosconi, C., Golfieri, R., Vicennati, V., et al. (2015) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2015-1992 · Cited by 82 · see citing works
Autonomous cortisol secretion in adrenal incidentalomas
Castro, M. A., Núñez, M. A. S., & Marazuela, M. (2019) · Endocrine · doi:10.1007/s12020-019-01888-y · Cited by 76 · see citing works
Sbardella, E., Minnetti, M., D’Aluisio, D., Rizzà, L., Giorgio, M. R. D., Vinci, F., Pofi, R., Giannetta, E., Venneri, M. A., Vestri, A., et al. (2018) · European Journal of Endocrinology · doi:10.1530/eje-17-0986 · Cited by 74 · see citing works
Ceccato, F., Artusi, C., Barbot, M., Lizzul, L., Pinelli, S., Costantini, G., Niero, S., Antonelli, G., Plebani, M., & Scaroni, C. M. (2020) · Journal of Endocrinological Investigation · doi:10.1007/s40618-020-01197-6 · Cited by 74 · see citing works
Morelli, V., Palmieri, S., Lania, A., Tresoldi, A., Corbetta, S., Cairoli, E., Eller-Vainicher, C., Arosio, M., Copetti, M., Grossi, E., et al. (2017) · European Journal of Endocrinology · doi:10.1530/eje-17-0047 · Cited by 67 · see citing works
Rosenbaum, A., Schatzberg, A. F., MacLaughlin, R. A., Snyder, K., Jiang, N. S., Ilstrup, D. M., Rothschild, A. J., & Kliman, B. (1984) · American Journal of Psychiatry · doi:10.1176/ajp.141.12.1550 · Cited by 61 · see citing works
DHEAS for the prediction of subclinical Cushing’s syndrome: perplexing or advantageous?
Yener, S., Yilmaz, H., Demir, T., Seçil, M., & Çömlekçi, A. (2014) · Endocrine · doi:10.1007/s12020-014-0387-7 · Cited by 55 · see citing works
Bencsik, Z., Szabolcs, I., Kovács, Z., Ferencz, A., Vörös, A., Kaszás, I., Bor, K., Gönczi, J., Góth, M., Kovács, L., et al. (1996) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.81.5.8626824 · Cited by 49 · see citing works
Castro, M. A., Guevara, M. I., Gutiérrez, M. C., Ramírez, P. A. P., Gimeno, P. G., Hanzu, F. A., & Lamas, C. (2020) · Endocrinología Diabetes y Nutrición · doi:10.1016/j.endinu.2020.03.002 · Cited by 44 · see citing works
The Steroid Profile of Adrenal Incidentalomas: Subtyping Subjects With High Cardiovascular Risk
Dalmazi, G. D., Fanelli, F., Zavatta, G., Bitti, S. R., Mezzullo, M., Repaci, A., Pelusi, C., Gambineri, A., Altieri, P., Mosconi, C., et al. (2019) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2019-00365 · Cited by 43 · see citing works
Autonomy of cortisol secretion in clinically silent adrenal incidentaloma.
Tanabe, A., Naruse, M., Nishikawa, T., Yoshimoto, T., Shimizu, T., Seki, T., Takagi, S., Imaki, T., & Takano, K. (2001) · Hormone and Metabolic Research · doi:10.1055/s-2001-16234 · Cited by 36 · see citing works
Castro, M. A., Valderrábano, P., Escobar-Morreale, H. F., Hanzu, F. A., & Casals, G. (2020) · Endocrine · doi:10.1007/s12020-020-02544-6 · Cited by 34 · see citing works
Self-citationIncidentalomas – A “disease” of modern imaging technology
Wagner, J., & Aron, D. C. (2012) · Best Practice & Research Clinical Endocrinology & Metabolism · doi:10.1016/j.beem.2011.08.006 · Cited by 28 · see citing works
Insulin resistance and adrenal incidentalomas: A bidirectional relationship
Sydney, G. I., Ioakim, K. J., & Paschou, S. Α. (2018) · Maturitas · doi:10.1016/j.maturitas.2018.12.002 · Cited by 23 · see citing works
Management of adrenal incidentalomas: Working through uncertainty
Cambos, S., & Tabarin, A. (2020) · Best Practice & Research Clinical Endocrinology & Metabolism · doi:10.1016/j.beem.2020.101427 · Cited by 22 · see citing works
Castro, M. A., Guevara, M. I., Gutiérrez, M. C., Ramírez, P. A. P., Gimeno, P. G., Hanzu, F. A., & Lamas, C. (2020) · Endocrinología Diabetes y Nutrición (English ed ) · doi:10.1016/j.endien.2020.08.010 · Cited by 22 · see citing works
Olsen, H., Kjellbom, A., Löndahl, M., & Lindgren, O. (2018) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2018-01029 · Cited by 21 · see citing works
Vieira-Corrêa, M., Giorgi, R. B., Oliveira, K., Hayashi, L., Costa-Barbosa, F. A., & Kater, C. E. (2019) · Journal of Endocrinological Investigation · doi:10.1007/s40618-019-01104-8 · Cited by 18 · see citing works
Stoddart, H. (2017) · Annals of Clinical Biochemistry International Journal of Laboratory Medicine · doi:10.1177/0004563217704738 · Cited by 4 · see citing works
Presurgical predictive factors of surgical remission in Cushing's disease. Study of 32 cases
Castro, M. A., Pinedo, M. M., Fernández-Argüeso, M., Pérez, M. P., Ruiz, E. B., Pian, H. G., Berrocal, V. R., & Corrales, E. P. (2021) · Endocrinología Diabetes y Nutrición · doi:10.1016/j.endinu.2021.07.004 · Cited by 3 · see citing works
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Berndt, V., Dahlqvist, P., de Verdier, J., Ryberg, H., & Ragnarsson, O. (2022) · Frontiers in Endocrinology · doi:10.3389/fendo.2022.1028804 · Cited by 15 · see citing works
- Authors
- Araujo-Castro, M., García Cano, A., Jiménez Mendiguchía, L., Escobar-Morreale, H. F., & Valderrábano, P.
- Affiliations
- Universidad de Alcalá (ES)
- Instituto Ramón y Cajal de Investigación Sanitaria (ES)
- Venue
- Scientific Reports
- Published
- 2021-10-15
- Volume
- 11
- Issue
- 1
- Pages
- 20539-20539
- ISSN
- 2045-2322 (ISSN-L)
- PMC
- PMC8519913
- OpenAlex
- W3205803325
- Cited by
- 24
- References
- 38
- Citations by year
- 2026: 2 · 2025: 9 · 2024: 3 · 2023: 6 · 2022: 4
- FWCI
- 3.05
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Scientific Reports (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Sociedad de Endocrinología, Nutrición y Diabetes de la Comunidad de Madrid (BECA SENDIMAD de Ayuda a la Investigación en Endocrinología, Nutrición y Diabetes 2019)
- IRYCIS (Convocatoria intramural de ayudas a proyectos de investigación de investigadores noveles, investigadores clínicos asociados y/o grupos emergentes del Hospital Universitario Ramón y Cajal 2019)
- Topics
- Health Sciences › Medicine › Surgery › Adrenal and Paraganglionic Tumors
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Adrenal Hormones and Disorders
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Pituitary Gland Disorders and Treatments
- Keywords
- autonomous cortisol secretion, adrenal incidentaloma, dexamethasone suppression test, late-night salivary cortisol, urinary free cortisol, ACTH, dehydroepiandrosterone sulfate, diagnostic accuracy, hypertension, cardiovascular events, Cushing's disease, Cushing's syndrome
- MeSH terms
- Adrenocortical Hyperfunction, Adrenal Gland Neoplasms, Aged, Female, Humans, Hydrocortisone, Male, Middle Aged, Retrospective Studies
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