Metabolic changes in serum steroids for diagnosing and subtyping Cushing’s syndrome
Abstract
To evaluate the diagnostic value of serum levels of adrenal steroids for diagnosing and subtyping Cushing's syndrome. Patients diagnosed with endogenous Cushing's syndrome (34 and 19 patients with adrenal and pituitary Cushing's syndrome, respectively) and healthy controls (n = 34) were consecutively enrolled at Seoul National University from 2016 to 2020. Morning serum samples were collected before and 3 months after treatment. Serum steroids were profiled using liquid chromatography-mass spectrometry. The diagnostic value of each and the combination of steroids were assessed using the area under the curve of receiver operating characteristic (AUROC) and decision tree analysis. Tetrahydrocortisone and 6β-hydroxycortisol showed the highest AUROC (0.893 and 0.890, respectively) for the diagnosis of endogenous Cushing's syndrome. The decision tree composed of tetrahydrocortisone and 6β-hydroxycortisol correctly classified 79/87 (90.8 %) subjects. For subtyping into adrenal or pituitary Cushing's syndrome, dehydroepiandrosterone sulfate (DHEA-S) showed the highest AUROC (0.988), which was similar to that of plasma ACTH (0.994, P = 0.458). The decision tree composed of only DHEA-S correctly classified 51/53 (96.2 %) of the Cushing's syndrome subtype. DHEA-S showed a significant linear correlation with the plasma ACTH level, but not with the 24 -h urine free cortisol or dexamethasone suppression test results. All steroids, except allo-tetrahydrocortisol and tetrahydrocortisone, decreased significantly at 3 months post-treatment with similar patterns in both adrenal and pituitary Cushing's syndrome. Serum steroid profiling using a single morning serum sample provides valuable information for diagnosing and subtyping Cushing's syndrome.
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Corticotroph tumors are sensitive to CRH stimulation, and a substantial ACTH and cortisol increase (>50% of baseline) is compatible with a pituitary cause.
“Corticotroph tumors are sensitive to CRH stimulation and a substantial ACTH and cortisol increase (> 50% of baseline) are compatible with a pituitary cause (83, 84).”
From Approach to the Patient: Diagnosis of Cushing Syndrome (2022) · cites this paper as [83]
DHEAS secretion is partly ACTH driven, and low-normal or suppressed DHEAS levels point to an adrenal cause.
“DHEAS secretion is partly ACTH driven and low-normal or suppressed DHEAS levels point to an adrenal cause.”
From Approach to the Patient: Diagnosis of Cushing Syndrome (2022) · cites this paper as [83]
Measurement of DHEAS concentrations and a CRH test can be helpful to differentiate an adrenal from a pituitary cause of CS.
“Measurement of DHEAS concentrations and a CRH test can be helpful to differentiate an adrenal from a pituitary cause.”
From Approach to the Patient: Diagnosis of Cushing Syndrome (2022) · cites this paper as [83]
Cites
Mass spectrometry and immunoassay: how to measure steroid hormones today and tomorrow
Taylor, A. E., Keevil, B., & Huhtaniemi, I. T. (2015) · European Journal of Endocrinology · doi:10.1530/eje-15-0338 · Cited by 320 · see citing works
Lacey, J. M., Minutti, C. Z., Magera, M. J., Tauscher, A. L., Casetta, B., McCann, M., Lymp, J., Hahn, S. H., Rinaldo, P., & Matern, D. (2004) · Clinical Chemistry · doi:10.1373/clinchem.2003.027193 · Cited by 216 · see citing works
Diagnosis of Cushing’s Syndrome in the Modern Era
Nieman, L. K. (2018) · Endocrinology and Metabolism Clinics of North America · doi:10.1016/j.ecl.2018.02.001 · Cited by 93 · see citing works
Recent Updates on the Diagnosis and Management of Cushing's Syndrome
Nieman, L. K. (2018) · Endocrinology and Metabolism · doi:10.3803/enm.2018.33.2.139 · Cited by 85 · see citing works
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Approach to the Patient: Diagnosis of Cushing Syndrome
Savas, M., Mehta, S., Agrawal, N., van Rossum, E. F. C., & Feelders, R. A. (2022) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/clinem/dgac492 · Cited by 91 · see citing works
“Corticotroph tumors are sensitive to CRH stimulation and a substantial ACTH and cortisol increase (> 50% of baseline) are compatible with a pituitary cause (83, 84).”
BackgroundClinical and Technical Aspects in Free Cortisol Measurement
Choi, M.-H. (2022) · Endocrinology and Metabolism · doi:10.3803/enm.2022.1549 · Cited by 53 · see citing works
“steroids, including cortisol and its inactive metabolite cortisone [47,53-55,74-76].”
BackgroundSelf-citationMetabolic Subtyping of Adrenal Tumors: Prospective Multi-Center Cohort Study in Korea
Ku, E. J., Lee, C., Shim, J., Lee, S., Kim, K., Kim, S. W., Rhee, Y., Kim, H., Lim, J. S., Chung, C. H., et al. (2021) · Endocrinology and Metabolism · doi:10.3803/enm.2021.1149 · Cited by 22 · see citing works
“Serum steroid profiling Sample preparation was performed as described previously [9,16].”
BackgroundMethodSelf-citationDelineating endogenous Cushing’s syndrome by GC-MS urinary steroid metabotyping
Braun, L., Oßwald, A., Zopp, S., Rubinstein, G., Vogel, F., Riester, A., Honegger, J. B., Eisenhofer, G., Constantinescu, G. A., Deutschbein, T., et al. (2023) · EBioMedicine · doi:10.1016/j.ebiom.2023.104907 · Cited by 19 · see citing works
“Recently, Ahn et al. have shown that plasma DHEA is an as nearly good parameter as ACTH to differentiate between patients with adrenal and pituitary CS. 37 Furthermore, DHEA and ACTH-levels show a linear correlation.”
BackgroundMethodNoh, J., Lee, C., Kim, J. H., Myung, S. W., & Choi, M. H. (2023) · Journal of Lipid Research · doi:10.1016/j.jlr.2023.100453 · Cited by 15 · see citing works
“The established method reflects the clinical signatures of individual adrenal tumors of CS (5, 13, 22, 23), PA (5, 13,1 4)), and PPGL (11, 12, 14) characterized by excessive secretion of glucocorticoids, mineralocorticoids, and catecholamines, respectively.”
MethodSelf-citationDistinct serum steroid profiles between adrenal Cushing syndrome and Cushing disease
Gao, C. J., Ding, L., Zhang, X., Yuan, M., Tang, S., Li, W., Ye, Y., Liu, M., & He, Q. (2023) · Frontiers in Endocrinology · doi:10.3389/fendo.2023.1158573 · Cited by 12 · see citing works
Lateral Flow Immunoassay with a Concave Test Spot for the Determination of Cortisol in Human Serum
Kosawatphat, T., Yakoh, A., Rengpipat, S., Khongchareonporn, N., Chailapakul, O., Chaiyo, S., & Praphairaksit, N. (2022) · Analytical Letters · doi:10.1080/00032719.2022.2060998 · Cited by 9 · see citing works
“low cortisol levels in the body may lead to Cushing’s syndrome and Addison’s disease, respectively (Ahn et al. 2021).”
BackgroundMethodInfluentialToward Systems-Level Metabolic Analysis in Endocrine Disorders and Cancer
Lakhani, A., Kang, D. H., Kang, Y. E., & Park, J. O. (2023) · Endocrinology and Metabolism · doi:10.3803/enm.2023.1814 · Cited by 11 · see citing works
“LC-MS has been used to subtype adrenal or pituitary Cushing’s syndrome by measuring dehydroepiandrosterone sulfate levels, especially when falsely elevated ACTH is suspected [36].”
MethodLi, Y., Qin, Y., Wei, S., Ling, L., & Ding, C. (2023) · Analytical and Bioanalytical Chemistry · doi:10.1007/s00216-023-05019-5 · Cited by 7 · see citing works
“Dysregulation of the metabolic expression of steroids has been implicated in several diseases such as Alzheimer’s disease [5], Cushing’s syndrome [6], and congenital adrenal hyperplasia (CAH) [7].”
Zhou, Y., Zhou, T., Chen, N., Zhou, G., Zhou, H., Li, X.-D., Wang, J., Bai, C.-F., Long, R., Xiong, Y.-X., et al. (2022) · World Journal of Diabetes · doi:10.4239/wjd.v13.i11.986 · Cited by 9 · see citing works
Shim, J., Ahn, C. H., Park, S. S., Noh, J., Lee, C., Lee, S., Kim, J. H., & Choi, M. H. (2023) · Journal of the Endocrine Society · doi:10.1210/jendso/bvad155 · Cited by 5 · see citing works
“Recently, a combination of machine-learning algorithms with mass spectrometry-based steroid profiling methods have been successfully introduced for differentiating adrenal diseases, including CAH, Cushing’s syndrome, and primary aldosteronism [12, 18, 19].”
BackgroundMethodSelf-citationPark, S. S., Kim, Y. H., Kang, H., Ahn, C. H., Byun, D. J., Choi, M. H., & Kim, J. H. (2023) · The Journal of Steroid Biochemistry and Molecular Biology · doi:10.1016/j.jsbmb.2023.106276 · Cited by 2 · see citing works
Self-citationYu, A., Liu, X., Chen, Y., Li, S., & Liu, M. N. (2026) · Frontiers in Endocrinology · doi:10.3389/fendo.2026.1681387
“Additional (34 – 36).”
Nam, S. M., Hwang, J. H., Byun, Y. H., Park, S., Kim, J. H., Kim, M.-S., Park, C.-K., Park, H.-P., & Kim, Y. H. (2026) · Pituitary · doi:10.1007/s11102-025-01599-w
“…1.0 µg/L according to a ran - dom growth hormone (GH) measurement in patients with GH-secreting tumors in accordance with the most recent Acromegaly Consensus Conference guidelines, and the overnight dexamethasone suppression test was less than 1.8 µg/dL in patients with Cushing’s disease [ 24–28].”
InfluentialSelf-citationGao, Y., Mu, D., Ma, Y.-C., Li, Y., Li, M., Hu, Y.-Y., Qiu, L., Yu, S., & Cheng, X.-Q. (2025) · Endocrine · doi:10.1007/s12020-025-04480-9
Development of colorimetric paper-based analytical device for cortisol detection
Kosawatphat, T. (2023) · doi:10.58837/chula.the.2021.82
“Unusual high and low cortisol levels in the body lead to Cushing’s syndrome and Addison’s disease, respectively [3].”
Background
- Authors
- Ahn, C. H., Lee, C., Shim, J., Kong, S. H., Kim, S.-J., Kim, Y. H., Lee, K. E., Shin, C. S., Kim, J. H., & Choi, M. H.
- Affiliations
- Seoul National University (KR)
- Korea University (KR)
- Corresponding author
- Kim, Jung Hee
- Choi, Man Ho
- ORCID
- Venue
- The Journal of Steroid Biochemistry and Molecular Biology
- Publisher
- Elsevier BV
- Published
- 2021-06
- Volume
- 210
- Pages
- 105856
- ISSN
- 0960-0760 (ISSN-L)
- OpenAlex
- W3135121179
- Cited by
- 21
- References
- 22
- Citations by year
- 2026: 4 · 2025: 2 · 2024: 1 · 2023: 8 · 2022: 4 · 2021: 2
- FWCI
- 2.81
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- The Journal of Steroid Biochemistry and Molecular Biology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Korea Institute of Science and Technology
- Seoul National University Hospital
- 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
- Cushing's syndrome, endogenous Cushing's syndrome, adrenal Cushing's syndrome, tetrahydrocortisone, 6β-hydroxycortisol, dehydroepiandrosterone sulfate, ACTH, diagnostic biomarkers, disease subtyping, liquid chromatography-mass spectrometry
- MeSH terms
- Adrenal Glands, Adult, Cushing Syndrome, Female, Humans, Hydrocortisone, Male, Middle Aged, Pituitary Gland, ROC Curve, Steroids, Tetrahydrocortisone, Case-Control Studies
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