{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,25]],"date-time":"2026-06-25T11:28:47Z","timestamp":1782386927954,"version":"3.54.5"},"reference-count":32,"publisher":"Oxford University Press (OUP)","issue":"4","license":[{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/academic.oup.com\/pages\/standard-publication-reuse-rights"}],"funder":[{"name":"National Key Research & Development Plan of China"},{"name":"Major Project of Prevention and Treatment for Common Diseases"},{"DOI":"10.13039\/501100004826","name":"Beijing Natural Science Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004826","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,4,6]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>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.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Design<\/jats:title>\n                    <jats:p>Retrospective single-center study.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>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.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>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\/\u03bcL, P &amp;lt; .001) and CD3+ T cells (505 [342.0-815.0] vs. 930 [713.0-1246.0] cells\/\u03bcL, P &amp;lt; .001), while elevated percentage of CD19+ B cells (18.2% [13.3%-25.5%] vs. 9.6% [6.1%-14.4%], P &amp;lt; .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\u2005h 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 &amp;lt; .001).<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>Immune profiling distinguishes CD\/EAS and predicts infection risk in ACTH-dependent CS. Surgical remission facilitates immune reconstitution.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1093\/ejendo\/lvag060","type":"journal-article","created":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T11:51:05Z","timestamp":1775217065000},"page":"489-499","source":"Crossref","is-referenced-by-count":1,"title":["Circulating immune profiles in ACTH-dependent Cushing's syndrome"],"prefix":"10.1093","volume":"194","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2740-1923","authenticated-orcid":false,"given":"Jie","family":"Liu","sequence":"first","affiliation":[{"name":"Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College , Beijing 100730 ,","place":["China"]},{"name":"Pituitary Center of Innovative Medicine, Peking Union Medical College Hospital , Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730 ,","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiang","family":"Zhou","sequence":"additional","affiliation":[{"name":"Pituitary Center of Innovative Medicine, Peking Union Medical College Hospital , Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730 ,","place":["China"]},{"name":"Department of Endocrinology, Key Laboratory of Endocrinology, National Commission of Health, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College , Beijing 100730 ,","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5172-6870","authenticated-orcid":false,"given":"Huijuan","family":"Zhu","sequence":"additional","affiliation":[{"name":"Pituitary Center of Innovative Medicine, Peking Union Medical College Hospital , Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730 ,","place":["China"]},{"name":"Department of Endocrinology, Key Laboratory of Endocrinology, National Commission of Health, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College , Beijing 100730 ,","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lian","family":"Duan","sequence":"additional","affiliation":[{"name":"Pituitary Center of Innovative Medicine, Peking Union Medical College Hospital , Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730 ,","place":["China"]},{"name":"Department of Endocrinology, Key Laboratory of Endocrinology, National Commission of Health, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College , Beijing 100730 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,","place":["China"]},{"name":"Department of Endocrinology, Key Laboratory of Endocrinology, National Commission of Health, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College , Beijing 100730 ,","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qi","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Laboratory Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College , Beijing 100730 ,","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ling","family":"Qiu","sequence":"additional","affiliation":[{"name":"Department of Laboratory Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College , Beijing 100730 ,","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yi","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College , Beijing 100730 ,","place":["China"]},{"name":"Pituitary Center of Innovative Medicine, Peking Union Medical College Hospital , Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730 ,","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kan","family":"Deng","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College , Beijing 100730 ,","place":["China"]},{"name":"Pituitary Center of Innovative Medicine, Peking Union Medical College Hospital , Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730 ,","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Di","family":"Zhang","sequence":"additional","affiliation":[{"name":"Pituitary Center of Innovative Medicine, Peking Union Medical College Hospital , Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730 ,","place":["China"]},{"name":"Department of Endocrinology, Key Laboratory of Endocrinology, National Commission of Health, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College , Beijing 100730 ,","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jinghua","family":"Liu","sequence":"additional","affiliation":[{"name":"Pituitary Center of Innovative Medicine, Peking Union Medical College Hospital , Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730 ,","place":["China"]},{"name":"Department of Endocrinology, Key Laboratory of Endocrinology, National Commission 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Endocrinology, Key Laboratory of Endocrinology, National Commission of Health, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College , Beijing 100730 ,","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhang","family":"Ye","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College , Beijing 100730 ,","place":["China"]},{"name":"Pituitary Center of Innovative Medicine, Peking Union Medical College Hospital , Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730 ,","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6982-8832","authenticated-orcid":false,"given":"Yong","family":"Yao","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Peking Union Medical College 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