Evaluation of microRNAs as liquid biopsy markers in adrenocortical tumors

IntroductionAdrenal tumors (ATs) encompass a wide differential diagnosis, necessitating a multi-step process for accurate identification. Liquid biopsy emerges as a promising non-invasive technique for distinguishing between malignant and benign, as well as hyperfunctioning and non-functioning cases...

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Main Authors: Chrysoula Mytareli, Vassiliki Kalotychou, Alexandros Lafioniatis, Gregory Kaltsas, George N. Zografos, Athina Markou, Labrini Papanastasiou, Athanasios Fountas, Dimitra Argyro Vasilliadi, Evanthia Kassi, Marina Mantzourani, Anna Angelousi
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Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Endocrinology
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Online Access:https://www.frontiersin.org/articles/10.3389/fendo.2025.1511520/full
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author Chrysoula Mytareli
Vassiliki Kalotychou
Alexandros Lafioniatis
Gregory Kaltsas
George N. Zografos
Athina Markou
Labrini Papanastasiou
Athanasios Fountas
Dimitra Argyro Vasilliadi
Evanthia Kassi
Evanthia Kassi
Marina Mantzourani
Anna Angelousi
author_facet Chrysoula Mytareli
Vassiliki Kalotychou
Alexandros Lafioniatis
Gregory Kaltsas
George N. Zografos
Athina Markou
Labrini Papanastasiou
Athanasios Fountas
Dimitra Argyro Vasilliadi
Evanthia Kassi
Evanthia Kassi
Marina Mantzourani
Anna Angelousi
author_sort Chrysoula Mytareli
collection DOAJ
description IntroductionAdrenal tumors (ATs) encompass a wide differential diagnosis, necessitating a multi-step process for accurate identification. Liquid biopsy emerges as a promising non-invasive technique for distinguishing between malignant and benign, as well as hyperfunctioning and non-functioning cases. Recent studies have highlighted the potential of microRNAs as circulating biomarkers; however, their clinical utility remains underexplored. This study aims to validate the diagnostic performance of selected circulating microRNAs, (miR-483-5p, miR-210, miR-335 and miR-22-3p), identified through microRNA profiling studies, as markers of malignancy or cortisol hypersecretion in a cohort of patients with ATs.MethodsWe collected serum samples from 75 patients with ATs, including 50 cases of adrenocortical adenomas (ACA) and 25 cases of adrenocortical carcinomas (ACC), along with 15 controls. In the ACC subgroup, 16 samples were obtained preoperatively or upon detection of recurrence (active ACC group), while the remaining from disease-free patients with long-term follow-up. Among the 56 patients with ATs evaluated preoperatively (50 with ACAs and 6 with ACC), 26 had non-functioning tumors, 22 exhibited mild autonomous cortisol secretion, and 8 had Cushing syndrome. Quantitative real-time polymerase chain reaction was employed to analyze microRNA expression.ResultsCirculating levels of miR-483-5p and miR-210 were significantly elevated in patients with active ACC compared to both ACAs (p<0.001 and p=0.004, respectively) and controls (p=0.02 and p = 0.03, respectively). Notably, miR-483-5p serum levels were higher in patients with active ACC compared to disease-free ACC patients (p = 0.01). MiR-483-5p demonstrated the best diagnostic accuracy for distinguishing active ACC cases from ACAs, achieving a sensitivity of 81.3% and a specificity of 88%, and from disease-free ACC patients, reaching sensitivity of 81.3% and specificity of 89%. MiR-22-3p serum levels successfully differentiated patients with Cushing syndrome from those with non-functioning ATs (area under the curve=AUC=0.800, 95% CI: 0.653–0.953, p=0.01) and controls (AUC= 0.800, 95% CI: 0.610–0.990, p=0.02). Additionally, circulating miR-22-3p levels exhibited a significant correlation with traditional diagnostic tests for hypercortisolism.ConclusionThis study supports the potential of a liquid biopsy approach as an innovative method for diagnosing and monitoring patients with ATs, offering a complementary tool to existing diagnostic methods.
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spelling doaj-art-50a761923e64490ab06f0bcda362df822025-01-30T05:10:10ZengFrontiers Media S.A.Frontiers in Endocrinology1664-23922025-01-011610.3389/fendo.2025.15115201511520Evaluation of microRNAs as liquid biopsy markers in adrenocortical tumorsChrysoula Mytareli0Vassiliki Kalotychou1Alexandros Lafioniatis2Gregory Kaltsas3George N. Zografos4Athina Markou5Labrini Papanastasiou6Athanasios Fountas7Dimitra Argyro Vasilliadi8Evanthia Kassi9Evanthia Kassi10Marina Mantzourani11Anna Angelousi12First Department of Internal Medicine, European Reference Network on Rare Endocrine Conditions (ENDO-ERN), Laikon General Hospital, Medical School, National and Kapodistrian University of Athens, Athens, GreeceFirst Department of Internal Medicine, European Reference Network on Rare Endocrine Conditions (ENDO-ERN), Laikon General Hospital, Medical School, National and Kapodistrian University of Athens, Athens, GreeceFirst Department of Internal Medicine, European Reference Network on Rare Endocrine Conditions (ENDO-ERN), Laikon General Hospital, Medical School, National and Kapodistrian University of Athens, Athens, GreeceDepartment of Propaedeutic and Internal Medicine, European Reference Network on Rare Endocrine Conditions (ENDO-ERN), Laikon General Hospital, National and Kapodistrian University of Athens, Athens, GreeceFirst Department of Surgery, ‘G. Gennimatas’ General Hospital of Athens, Athens, GreeceUnit of Endocrinology, and Diabetes Center, ‘G. Gennimatas’ General Hospital of Athens, Athens, GreeceUnit of Endocrinology, and Diabetes Center, ‘G. Gennimatas’ General Hospital of Athens, Athens, GreeceUnit of Endocrinology, and Diabetes Center, ‘G. Gennimatas’ General Hospital of Athens, Athens, GreeceDepartment of Endocrinology, Diabetes and Metabolism, European Reference Network on Rare Endocrine Conditions (ENDO-ERN), Evangelismos Hospital, Athens, GreeceDepartment of Propaedeutic and Internal Medicine, European Reference Network on Rare Endocrine Conditions (ENDO-ERN), Laikon General Hospital, National and Kapodistrian University of Athens, Athens, GreeceDepartment of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, Athens, GreeceFirst Department of Internal Medicine, European Reference Network on Rare Endocrine Conditions (ENDO-ERN), Laikon General Hospital, Medical School, National and Kapodistrian University of Athens, Athens, GreeceFirst Department of Internal Medicine, European Reference Network on Rare Endocrine Conditions (ENDO-ERN), Laikon General Hospital, Medical School, National and Kapodistrian University of Athens, Athens, GreeceIntroductionAdrenal tumors (ATs) encompass a wide differential diagnosis, necessitating a multi-step process for accurate identification. Liquid biopsy emerges as a promising non-invasive technique for distinguishing between malignant and benign, as well as hyperfunctioning and non-functioning cases. Recent studies have highlighted the potential of microRNAs as circulating biomarkers; however, their clinical utility remains underexplored. This study aims to validate the diagnostic performance of selected circulating microRNAs, (miR-483-5p, miR-210, miR-335 and miR-22-3p), identified through microRNA profiling studies, as markers of malignancy or cortisol hypersecretion in a cohort of patients with ATs.MethodsWe collected serum samples from 75 patients with ATs, including 50 cases of adrenocortical adenomas (ACA) and 25 cases of adrenocortical carcinomas (ACC), along with 15 controls. In the ACC subgroup, 16 samples were obtained preoperatively or upon detection of recurrence (active ACC group), while the remaining from disease-free patients with long-term follow-up. Among the 56 patients with ATs evaluated preoperatively (50 with ACAs and 6 with ACC), 26 had non-functioning tumors, 22 exhibited mild autonomous cortisol secretion, and 8 had Cushing syndrome. Quantitative real-time polymerase chain reaction was employed to analyze microRNA expression.ResultsCirculating levels of miR-483-5p and miR-210 were significantly elevated in patients with active ACC compared to both ACAs (p<0.001 and p=0.004, respectively) and controls (p=0.02 and p = 0.03, respectively). Notably, miR-483-5p serum levels were higher in patients with active ACC compared to disease-free ACC patients (p = 0.01). MiR-483-5p demonstrated the best diagnostic accuracy for distinguishing active ACC cases from ACAs, achieving a sensitivity of 81.3% and a specificity of 88%, and from disease-free ACC patients, reaching sensitivity of 81.3% and specificity of 89%. MiR-22-3p serum levels successfully differentiated patients with Cushing syndrome from those with non-functioning ATs (area under the curve=AUC=0.800, 95% CI: 0.653–0.953, p=0.01) and controls (AUC= 0.800, 95% CI: 0.610–0.990, p=0.02). Additionally, circulating miR-22-3p levels exhibited a significant correlation with traditional diagnostic tests for hypercortisolism.ConclusionThis study supports the potential of a liquid biopsy approach as an innovative method for diagnosing and monitoring patients with ATs, offering a complementary tool to existing diagnostic methods.https://www.frontiersin.org/articles/10.3389/fendo.2025.1511520/fulladrenocortical tumorsdiagnosisfollow-upmolecular biomarkerliquid biopsymicro-RNAs
spellingShingle Chrysoula Mytareli
Vassiliki Kalotychou
Alexandros Lafioniatis
Gregory Kaltsas
George N. Zografos
Athina Markou
Labrini Papanastasiou
Athanasios Fountas
Dimitra Argyro Vasilliadi
Evanthia Kassi
Evanthia Kassi
Marina Mantzourani
Anna Angelousi
Evaluation of microRNAs as liquid biopsy markers in adrenocortical tumors
Frontiers in Endocrinology
adrenocortical tumors
diagnosis
follow-up
molecular biomarker
liquid biopsy
micro-RNAs
title Evaluation of microRNAs as liquid biopsy markers in adrenocortical tumors
title_full Evaluation of microRNAs as liquid biopsy markers in adrenocortical tumors
title_fullStr Evaluation of microRNAs as liquid biopsy markers in adrenocortical tumors
title_full_unstemmed Evaluation of microRNAs as liquid biopsy markers in adrenocortical tumors
title_short Evaluation of microRNAs as liquid biopsy markers in adrenocortical tumors
title_sort evaluation of micrornas as liquid biopsy markers in adrenocortical tumors
topic adrenocortical tumors
diagnosis
follow-up
molecular biomarker
liquid biopsy
micro-RNAs
url https://www.frontiersin.org/articles/10.3389/fendo.2025.1511520/full
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