Screening for subclinical Cushing’s syndrome in type 2 diabetes mellitus: low false-positive rates with nocturnal salivary cortisol
Abstract
The diagnosis of subclinical Cushing's syndrome (SCS) is important, but its relative rarity amongst patients with common metabolic disorders requires a simple test with a low false-positive rate. Using nocturnal salivary cortisol (NSC), which we first validated in patients with suspected and proven Cushing's syndrome, we screened 106 overweight patients with type 2 diabetes mellitus, a group at high risk of SCS and nontumoral hypothalamic-pituitary-adrenal axis perturbations. Our hypothesis was that a lower false-positive rate with NSC was likely, compared with that reported with the dexamethasone suppression test (DST) (10-20%), currently the foundation of diagnosis of SCS. No participant had clinically apparent Cushing's syndrome. Three participants had an elevated NSC but further testing excluded SCS. In this study, NSC had a lower false-positive rate (3%) than previously reported for the DST. Given the reported excellent performance of NSC in detection of hypercortisolism, the low false-positive rate in SCS suggests NSC may be superior to the DST for SCS screening. The NSC and DST should be compared directly in metabolic disorder patients; although our data suggest the patient group will need to be substantially larger to definitively determine the optimal screening test.
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The prevalence of previously unsuspected Cushing syndrome in patients with type 2 diabetes ranges from 0% to 9.4%.
“The association between DM and CS has been examined in various studies, which have shown a prevalence of previously unsuspected CS in patients with type DM ranging from % to .% (Table ) (-).”
From Glucose Metabolism Abnormalities in Cushing Syndrome: From Molecular Basis to Clinical Management (2017) · cites this paper as [253]
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“11 17 Also, an evaluation of 369 overweight and obese subjects with at least two other features of Cushing’s syndrome did not identify any with Cushing’s syndrome, but 84 subjects had at least one abnormal screening test result.”
Glucose Metabolism Abnormalities in Cushing Syndrome: From Molecular Basis to Clinical Management
Scaroni, C., Zilio, M., Foti, M., & Boscaro, M. (2017) · Endocrine Reviews · doi:10.1210/er.2016-1105 · Cited by 140 · see citing works
Terzolo, M., Reimondo, G., Chiodini, I., Castello, R., Giordano, R., Ciccarelli, E., Limone, P., Crivellaro, C., Martinelli, I., Montini, M., et al. (2012) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2012-1323 · Cited by 89 · see citing works
Autonomous cortisol secretion in adrenal incidentalomas
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Giordano, R., Guaraldi, F., Berardelli, R., Karamouzis, I., D’Angelo, V., Marinazzo, E., Picu, A., Ghigo, E., & Arvat, E. (2012) · Endocrine · doi:10.1007/s12020-012-9628-9 · Cited by 63 · see citing works
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Screening for Cushing’s syndrome: Is it worthwhile?
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“Gagliardi [16] 106 Outpatients, HbA1c [ 8 %, BMI [ 25 kg/m2 Midnight salivary cortisol 0 (0”
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“Only three patients had elevated LNSC, and all three had normal results following further testing [44].”
BackgroundHidden hypercortisolism: a too frequently neglected clinical condition
Giovanelli, L., Aresta, C., Favero, V., Bonomi, M., Cangiano, B., Eller-Vainicher, C., Grassi, G., Morelli, V., Pugliese, F., Falchetti, A., et al. (2021) · Journal of Endocrinological Investigation · doi:10.1007/s40618-020-01484-2 · Cited by 32 · see citing works
Steffensen, C., Pereira, A. M., Dekkers, O. M., & Jørgensen, J. O. L. (2016) · European Journal of Endocrinology · doi:10.1530/eje-16-0434 · Cited by 32 · see citing works
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Machado, M. C., Fragoso, M. C. B. V., Moreira, A. C., Boguszewski, C. L., Vieira Neto, L., Naves, L. A., Vilar, L., Araújo, L. A. D., Czepielewski, M. A., Gadelha, M. R., et al. (2016) · Archives of Endocrinology and Metabolism · doi:10.1590/2359-3997000000174 · Cited by 21 · see citing works
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BackgroundCushing’s syndrome in type 2 diabetes patients with poor glycemic control
Güngüneş, A., Şahi̇n, M., Demirci, T., Uçan, B., Çakır, E., Arslan, M. S., Ünsal, İ. Ö., Karbek, B., Çalışkan, M., Özbek, M., et al. (2014) · Endocrine · doi:10.1007/s12020-014-0260-8 · Cited by 21 · see citing works
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Cansu, G. B., Atılgan, S., Balcı, M. K., Sarı, R., Özdem, S., & Altunbaş, H. (2017) · HORMONES · doi:10.14310/horm.2002.1716 · Cited by 17 · see citing works
Update on the risks of benign adrenocortical incidentalomas
Dalmazi, G. D. (2017) · Current Opinion in Endocrinology Diabetes and Obesity · doi:10.1097/med.0000000000000341 · Cited by 9 · see citing works
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Guarnotta, V., Giordano, C. S. D. S., & Reimondo, G. (2024) · Journal of Endocrinological Investigation · doi:10.1007/s40618-024-02455-7 · Cited by 7 · see citing works
“No cases of CS were defi - nitely found among patients included in the study [30].”
Salivary cortisol is not associated with incident insulin resistance or type 2 diabetes mellitus
Gariani, K., Marques-Vidal, P. M., Waeber, G., Vollenweider, P., & Jornayvaz, F. R. (2019) · Endocrine Connections · doi:10.1530/ec-19-0251 · Cited by 6 · see citing works
Advances in the Diagnosis and Medical Management of Cushing's Syndrome
Delivanis, D. A., Sharma, A. R., Hamidi, O., Shah, M., & Bancos, I. (2019) · Elsevier eBooks · doi:10.1016/b978-0-323-66195-9.00015-7 · Cited by 5 · see citing works
Hormonal evaluation of adrenal incidentalomas
Loupp, A.-G. L., Cariou, B., Drui, D., Graveline, N., Masson, D., & Bach‐Ngohou, K. (2014) · Annales de biologie clinique · doi:10.1684/abc.2014.1013 · Cited by 2 · see citing works
Can non-functional adrenal incidentaloma be ranked among cardiovascular risk factors?
Yağız, B., Akalın, A., Yorulmaz, G., Macunluoğlu, A. C., & YAĞIZ, O. (2022) · The European Research Journal · doi:10.18621/eurj.872835 · Cited by 2 · see citing works
“4% in type 2 DM [33-35], and the risk increases in those with poor metabolic control, microvascular complications, obesity, and HT [36].”
BackgroundCushing Syndrome—Unilateral Adrenal Adenoma
Dalmazi, G. D. (2018) · Elsevier eBooks · doi:10.1016/b978-0-12-801238-3.65213-3 · Cited by 1 · see citing works
Karuppiah, D., Cooray, M., Somasundaram, N. P., & Ediriweera, D. (2018) · International Journal of Advanced Research · doi:10.21474/ijar01/6262
“Duration of T2DM (year) 16(15-18) 12(8-17) 0.”
Cushing Syndrome; Screening and Differential Diagnosis
Lacroix, A., & Nieman, L. K. (2018) · Elsevier eBooks · doi:10.1016/b978-0-12-801238-3.65857-9
Is It Relevant to Screen Subclinical Cushing’s Syndrome in Patients With Type 2 Diabetes Mellitus?
Hadiji, M. J., Ksira, I., Haouat, E., Jamoussi, H. K., & Hachmi, L. B. S. (2017) · Journal of Endocrinology and Metabolism · doi:10.14740/jem454w
Мислення Як Фактор Самотворення Людини: Ситуація Антропоезису
Володимирівна, І. Н. (2016) · INFM-OAR (INFN Catania) · doi:10.5281/zenodo.208936
Cushing syndrome—Unilateral adrenal adenoma
Dalmazi, G. D. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-13825-6.00221-1
Cushing's syndrome screening and differential diagnosis
Lacroix, A., & Nieman, L. K. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-13825-6.00233-8
Plasma cortisol levels are associated with the first-phase insulin secretion in type 2 diabetesPreprint
Wang, K., Luo, X., Zheng, S., Zhou, J., Li, S., Chen, H., & Chen, N. (2025) · Research Square · doi:10.21203/rs.3.rs-7245624/v1
- Authors
- Gagliardi, L., Chapman, I. M., O’Loughlin, P., & Torpy, D. J.
- Affiliations
- The University of Adelaide (AU)
- Royal Adelaide Hospital (AU)
- South Australia Pathology (AU)
- Venue
- Hormone and Metabolic Research
- Publisher
- Georg Thieme Verlag KG
- Published
- 2010-01-29
- Volume
- 42
- Issue
- 04
- Pages
- 280-284
- ISSN
- 0018-5043 (ISSN-L)
- 1439-4286
- OpenAlex
- W1994140519
- Cited by
- 29
- References
- 0
- Citations by year
- 2025: 3 · 2024: 1 · 2022: 1 · 2021: 3 · 2019: 3 · 2018: 3 · 2017: 4 · 2016: 2 · 2015: 3 · 2014: 2 · 2013: 1 · 2012: 2
- FWCI
- 0.97
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Hormone and Metabolic Research (publishedVersion)
- PubMed (publishedVersion)
- Adelaide Research & Scholarship (AR&S) (University of Adelaide) (submittedVersion)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Pituitary Gland Disorders and Treatments
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Adrenal Hormones and Disorders
- Health Sciences › Medicine › Surgery › Adrenal and Paraganglionic Tumors
- Keywords
- subclinical Cushing's syndrome, type 2 diabetes, dexamethasone suppression test, false positive rate, screening, hypercortisolism, hypothalamic-pituitary-adrenal axis, overweight patients
- MeSH terms
- Adrenocorticotropic Hormone, Adult, Aged, Cushing Syndrome, Darkness, Diabetes Mellitus, Type 2, False Positive Reactions, Female, Humans, Hydrocortisone, Male, Mass Screening, Middle Aged, Saliva
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