Circulating immune profiles in ACTH-dependent Cushing's syndrome

OBJECTIVE: ACTH-dependent Cushing's syndrome (CS) causes profound immune dysfunction and severe infections. This study aimed to characterize immune cell phenotypes, develop predictive models for differentiating Cushing's disease (CD) from ectopic ACTH syndrome (EAS) and predict infection risk, and evaluate immune recovery after surgical remission. DESIGN: Retrospective single-center study. METHODS: We studied 211 patients with ACTH-dependent CS (173 CD, 38 EAS) aged 11-75 years. Twelve patients were evaluated longitudinally after remission. Lymphocyte subsets were analysed by flow cytometry, severe infection incidence was documented, and machine learning models were developed for disease differentiation. RESULTS: EAS patients showed more severe immune suppression than CD, with reduced CD4+ T cells (224 [158.0-390.0] vs. 442 [313.0-611.0] cells/μL, P < .001) and CD3+ T cells (505 [342.0-815.0] vs. 930 [713.0-1246.0] cells/μL, P < .001), while elevated percentage of CD19+ B cells (18.2% [13.3%-25.5%] vs. 9.6% [6.1%-14.4%], P < .001). Machine learning-based model integrating immune and non-immune parameters achieved improved balanced accuracy of 75.4% (AUC = .840, 95% CI: 0.770-0.910) for CD/EAS differentiation. Severe infections occurred in 13.7% of patients. The multivariate model incorporating 24 h UFC, serum potassium nadir, CD19+ B cell percentage, and CD4+ T cell count predicted severe infection risk (AUC = .851, 95% CI: 0.774-0.927; sensitivity 86.2%, specificity 68.7%). Following surgical remission, profound T cell reconstitution occurred after 8 weeks, with CD4+ T cells increasing 3-fold (P < .001). CONCLUSIONS: Immune profiling distinguishes CD/EAS and predicts infection risk in ACTH-dependent CS. Surgical remission facilitates immune reconstitution.

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Publication Details

Journal
European Journal of Endocrinology
Published
2026-04-01
DOI
https://doi.org/10.1093/ejendo/lvag060
Primary Topic
Pituitary Gland Disorders and Treatments
Type
article
Field-Weighted Citation Impact
0.00

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article

Circulating immune profiles in ACTH-dependent Cushing's syndrome

Y. Zhang, Qi Zhang, Yuxing zhao, Jing Liu et al.
European Journal of Endocrinology
Pituitary Gland Disorders and Treatments
article

Circulating immune profiles in ACTH-dependent Cushing's syndrome

Y. Zhang, Qi Zhang, Yuxing zhao, Jing Liu, Wan Su, Yong Yao, Lin Lu, Zhang Ye, Lian Duan, Kan Deng, Jifang Liu, Xiang Zhou, Linjie Wang, Huijuan Zhu, Ling Qiu, Jie Liu, Di Zhang
article en

Abstract

OBJECTIVE: ACTH-dependent Cushing's syndrome (CS) causes profound immune dysfunction and severe infections. This study aimed to characterize immune cell phenotypes, develop predictive models for differentiating Cushing's disease (CD) from ectopic ACTH syndrome (EAS) and predict infection risk, and evaluate immune recovery after surgical remission. DESIGN: Retrospective single-center study. METHODS: We studied 211 patients with ACTH-dependent CS (173 CD, 38 EAS) aged 11-75 years. Twelve patients were evaluated longitudinally after remission. Lymphocyte subsets were analysed by flow cytometry, severe infection incidence was documented, and machine learning models were developed for disease differentiation. RESULTS: EAS patients showed more severe immune suppression than CD, with reduced CD4+ T cells (224 [158.0-390.0] vs. 442 [313.0-611.0] cells/μL, P < .001) and CD3+ T cells (505 [342.0-815.0] vs. 930 [713.0-1246.0] cells/μL, P < .001), while elevated percentage of CD19+ B cells (18.2% [13.3%-25.5%] vs. 9.6% [6.1%-14.4%], P < .001). Machine learning-based model integrating immune and non-immune parameters achieved improved balanced accuracy of 75.4% (AUC = .840, 95% CI: 0.770-0.910) for CD/EAS differentiation. Severe infections occurred in 13.7% of patients. The multivariate model incorporating 24 h UFC, serum potassium nadir, CD19+ B cell percentage, and CD4+ T cell count predicted severe infection risk (AUC = .851, 95% CI: 0.774-0.927; sensitivity 86.2%, specificity 68.7%). Following surgical remission, profound T cell reconstitution occurred after 8 weeks, with CD4+ T cells increasing 3-fold (P < .001). CONCLUSIONS: Immune profiling distinguishes CD/EAS and predicts infection risk in ACTH-dependent CS. Surgical remission facilitates immune reconstitution.

European Journal of EndocrinologyVol. 194(4)
Chinese Academy of Medical Sciences & Peking Union Medical College (CN), Peking Union Medical College Hospital (CN)
Natural Science Foundation of Beijing Municipality
Openalex Percentile: Top 26%
Pituitary Gland Disorders and Treatments
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