ORIGINAL ARTICLES IN PEER-REVIEWED JOURNALS (Last 3 years)
Characterisation of a GNAS variant linked to cortisol-producing adrenocortical adenoma
Adrenocortical adenomas are frequent in the general population and can be associated with autonomous cortisol excess, which comes with increased morbidity and mortality. Altered cAMP/PKA signalling is common in sporadic cortisol-producing adenomas, typically due to somatic mutations in the catalytic subunit α of PKA or the G-protein α subunit, Gαs (GNAS), which activate cAMP signalling. We previously identified a novel p.Lys58Gln GNAS somatic variant in a patient with an adenoma and overt Cushing's syndrome that provided enough evidence to warrant further investigation.
We established cel lines with and without the p.Lys58Gln GNAS variant and evaluated adrenocorticotropic hormone (ACTH) receptor signalling using different downstream methods, and assessed cell viability and apoptosis. The Lys58Gln variant showed a significantly higher basal cAMP, pCREB and CRE luciferase reporter concentration and a greater response to ACTH compared to non mutated GNAS. There was also significantly enhanced cell viability and apoptosis in cells with the Lys58Gln variant.
Our study demonstrated that the Lys58Gln variant is associated with constitutive activation of GNAS signalling, similar to other known mutations in adrenocortical adenomas, potentially representing a new pathogenic mechanism in a subset of patients with adrenal Cushing syndrome.
JEI 2025: link to the manuscript
ccfDNA analysis for the classification of adrenocortical adenomas
Somatic alterations are commonly observed in adrenocortical adenomas including cortisol-producing (CPA) [overt Cushing syndrome (CS) or mild autonomous cortisol secretion (MACS)], aldosterone-producing (APA), and non-functioning (NFAT) tumors.
Aim of the staudy was to test whether somatic variants could be detected in circulating cell-free DNA (ccfDNA) from patients with adenomas and potentially contribute to management strategies.
We investigated 44 patients and 23 healthy subjects that served as controls.
ccfDNA was extracted from blood samples and quantified with fluorimeter. Tumor DNA was isolated from paraffin embedded tissue in 17/44 cases.
Matched ccfDNA/T-DNA were sequenced using a customized panel including 32 genes.
Leucocyte DNA was used to filter out germline variants.
Patients with adenomas had higher total ccfDNA concentrations than healthy subjects, with CPA-CS showing the highest ccfDNA levels. Within T-DNA, somatic variants were identified in 53% of adenomas: PRKACA in 2/7 CPA-CS, CTNNB1 in 3/5 CPA-MACS and 1/7 CPA-CS, KCNJ5 in 2/5 APA and CACNA1D in 1/5 APA. Somatic mutations were not detected in any of the investigated ccfDNA samples.
In conclusion, ccfDNA concentrations are higher in patients with CPA-CS. Despite the presence of somatic variants in half of tumor samples, we did not detect any at ccfDNA level. Therefore, this approach appears ineffective for pre-operative detection of genetic alterations.
Inflammation-based scores in a large cohort of adrenocortical carcinoma and adrenocortical adenoma: role of the hormonal secretion pattern
Serum inflammation-based scores can predict clinical outcome in several cancer types, including adrenocortical carcinoma (ACC). It is however unclear whether the extent of inflammation-based scores alterations in ACC reflects malignancy, steroid excess, or both. We investigated a large retrospective cohort of adrenocortical adenomas (ACA, n = 429) and ACC (n = 61) with available baseline full blood count and hormonal evaluation. We examined the relationship between different inflammation-based scores [neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), lymphocyte-to-monocyte ratio (LMR), systemic immune-inflammation index (SII), and prognostic nutrition index (PNI)] and both malignancy and steroid secretion patterns. All inflammation-based scores differed between ACC and ACA: patients with ACC had higher NLR, PLR, SII and lower LMR and PNI levels compared to ACA. NLR showed a positive correlation with cortisol levels after overnight 1 mg-dexamethasone suppression test, both in ACC and ACA. At multivariable analysis, NLR > 2.6 was independently associated with ACC, 1 mg-DST cortisol levels and age, but not with tumour size. Considering the ACC, NLR and SII were higher and PNI was lower in patients with cortisol excess compared to those without cortisol excess. Finally, LMR and NLR differed between inactive-ACC (n = 10) and inactive-ACA (n = 215).
Inflammation-based scores are related to steroid secretion both in ACC and ACA. ACCs present a higher grade of inflammation regardless of their hormonal secretion, likely as a feature of malignancy itself.
EJE 2024 - Link to the manuscript: https://academic.oup.com/ejendo/article/191/5/481/7828107
Presentation and Management of patients with adrenal masses: a large tertiary centre experience
Adrenal masses, which are found in about 5-7% of adults, can often be discovered incidentally during imaging for other reasons. Our study reviewed the cases of 1,397 patients with adrenal masses referred to our Adrenal Tumour Service over 24 years to see how the 2016 European guidelines for managing these masses affected clinical practices. Our findings showed that most patients (63.7%) were diagnosed incidentally, with a significant portion having larger masses. The most common diagnosis was adrenocortical adenoma, followed by other types of tumors.
The study found that certain factors, like the size of the mass and specific imaging characteristics, could indicate whether a mass is cancerous. After the guidelines were implemented, there was a notable decrease in unnecessary surgeries and an increase in the number of patients sent home without treatment for benign masses.
This change has helped save healthcare resources and reduce the burden on patients.
EJE 2024 - Link to the manuscript: https://academic.oup.com/ejendo/article/191/3/334/7738836
Primary unilateral macronodular adrenal hyperplasia with concomitant glucocorticoid and androgen excess and KDM1A inactivation
Primary bilateral macronodular adrenal hyperplasia is a rare condition that can cause severe hormone imbalances, including excess of cortisol (Cushing's syndrome). This study focused on a pregnant woman who had a large adrenal mass, initially thought to be adrenal cancer, and severe symptoms of cortisol and androgen excess. After examining her adrenal mass and conducting genetic tests, we found that she had benign primary unilateral macronodular adrenal hyperplasia (PUMAH), not cancer as initially suspected. We identified specific genetic changes in the KDM1A gene, which may play a role in her condition. Interestingly, her parents also carried similar genetic variants but showed no signs of hormone excess.
This case is significant as it represents the first documented instance of PUMAH linked to severe Cushing's syndrome and suggests that KDM1A mutations could be involved in this extremely rare condition.
CTM 2024 - Link to the manuscript:
The adrenal gland is an important part of the endocrine system and regulates several body functions. Most research on its renewal has focused on animals or fetuses. Understanding how the adult human adrenal gland works is essential for learning about diseases like adrenal tumors. Our study used advanced techniques to analyze the normal adrenal gland in adults, revealing not only the main cell types but also various other cells that support its function, including immune cells and specialized vascular cells. We found that certain biological pathways are crucial for maintaining the health of the adrenal gland. We also compared healthy adrenal glands with those affected by benign adrenal tumours and discovered significant differences in the cell populations within the tumors. This research provides new insights into how the adrenal gland functions and the potential mechanisms behind tumor development and hormone production.
Overall, this detailed cell atlas can help in studying other adrenal-related diseases in the future.
MCE 2024 - Link to the manuscript: https://www.sciencedirect.com/science/article/pii/S030372072400128X
Cellular landscape of adrenocortical carcinoma at single-nuclei resolution
Adrenocortical carcinoma (ACC) is a rare and aggressive cancer that affects the adrenal glands, but its underlying biology is not fully understood. This study aimed to explore the cellular makeup of ACC by analyzing RNA from twelve tumor samples and comparing them to normal adrenal gland tissues. We found that ACC tumors have fewer immune cells than normal adrenal tissues, which is typical for this type of cancer, often described as "cold" in terms of immune response. We identified three distinct groups of ACC tumors, each with different types of adrenal cells. Some of these groups were linked to more aggressive tumors that produce hormones abnormally. Additionally, we discovered a specific group of rapidly dividing adrenal cells that may help the tumor grow. These cells showed increased activity of certain genes associated with tumor expansion. The researchers also looked at genetic changes that could influence how these cancer cells develop and behave.
Overall, this research sheds light on the complexity and variability of ACC, highlighting how genetic changes can disrupt normal adrenal function and contribute to the development of this cancer.
EJE 2024 - Link to the manuscript: https://academic.oup.com/ejendo/article/190/3/234/7623675
Circulating cell-free DNA-based biomarkers for prognostication and disease monitoring in adrenocortical carcinoma
Adrenocortical carcinoma (ACC) is a rare and aggressive cancer of the adrenal glands, and monitoring it typically involves frequent imaging, which can expose patients to significant radiation. This study aimed to explore the potential of using circulating cell-free DNA (ccfDNA) as a less invasive way to potentially predict outcomes and monitor the disease. We studied 34 patients with ACC and compared them to 23 healthy individuals. We found that ccfDNA levels were significantly higher in 96% of ACC patients. About 47% of the ACC samples had specific genetic mutations. By combining these ccfDNA findings, we created a score that was strongly linked to both progression-free survival and overall survival for patients. During follow-up, the ccfDNA tests proved to be effective in detecting whether the cancer had recurred or progressed.
Overall, this suggests that ccfDNA-related biomarkers could be a promising tool for monitoring ACC, potentially reducing the need for frequent imaging. We plan to validate these findings in a larger group of patients over a longer period.
JSBMB 2024 - Link to the manuscript: https://www.sciencedirect.com/science/article/pii/S0960076023002017
Urine steroid metabolomics as a diagnostic tool in primary aldosteronism
Primary aldosteronism (PA) causes 5–10% of hypertension cases, but only a minority of patients are currently diagnosed and treated because of a complex, stepwise, and partly invasive workup.
We measured 34 steroid metabolites in 24-hour urine samples of patients with primary aldosteronism and healthy controls.
Machine learning applied to the urinary steroid metabolome was highly accurate in identifying primary aldosteronism cases.
Aldosterone-producing adenomas harbouring mutations of the KCNJ5 gene had specific urine steroid fingerprints.
Urine steroid metabolome analysis is a non-invasive candidate test for diagnosing and subtyping primary aldosteronism.
JCEM 2023 - Link to the manuscript: https://academic.oup.com/jcem/article/109/1/e389/7220962
Pheochromocytomas Most Commonly Present As Adrenal Incidentalomas: A Large Tertiary Center Experience
Pheochromocytomas are increasingly diagnosed in incidentally detected adrenal masses. However, the characteristics of incidental pheochromocytomas are unclear. Therefore, we aimed to assess the proportion and clinical, biochemical, radiological, genetic, histopathological, and follow-up characteristics of incidental pheochromocytomas.
A retrospective review was conducted of patients with pheochromocytoma seen between January 2010 and October 2022 at our tertiary care center. The diagnosis was confirmed histologically or by the combined presence of increased plasma and/or urinary metanephrines (MN), indeterminate adrenal mass on cross-sectional imaging, and metaiodobenzylguanidine avidity.
We identified 167 patients with pheochromocytoma; 144 of whom underwent adrenalectomy. Among them, 28% of patients presented with adrenergic symptoms and/or uncontrolled hypertension, while 69% patients presented with an incidentally detected adrenal mass. Incidentally detected patients were olderthan those detected due to clinical suspicion or after genetic screening. Incidentally detected pheochromocytomas were smaller than tumors detected due to adrenergic symptoms/uncontrolled hypertension, but larger than tumors identified by genetic screening. Increased MN excretion showed a similar pattern (symptomatic/uncontrolled hypertension > incidental > genetic screening).
In conclusion, the majority of pheochromocytomas are diagnosed incidentally and have distinct clinical, radiological, biochemical, and genetic features. Their detection at older age but smaller size may point to a different underlying tumor biology.
EJE 2023 - Link to manuscript:
https://academic.oup.com/ejendo/article/189/5/517/7420166?login=true
Inflammation-based scores in benign adrenocortical tumours are linked to the degree of cortisol excess: a retrospective single-centre study
Benign adrenocortical tumours are diagnosed in ∼5% of adults and are associated with cortisol excess in 30%-50% of cases. Adrenal Cushing's syndrome (CS) is rare and leads to multiple haematological alterations. However, little is known about the effects of the much more frequent mild autonomous cortisol secretion (MACS) on immune function. The aim of this study was to evaluate the haematological alterations in benign adrenocortical tumours with different degrees of cortisol excess.
We investigated 375 patients: 215 with non-functioning adrenal tumours (NFAT), 138 with MACS, and 22 with CS. We evaluated the relationship between the degree of cortisol excess and full blood count as well as multiple inflammation-based scores, including the neutrophil-to-lymphocyte ratio (NLR), the lymphocyte-to-monocyte ratio (LMR), and the systemic immune-inflammation index (SII).
We observed a gradual and significant increase of leucocytes, neutrophils, and monocytes across the spectrum of cortisol excess, from NFAT over MACS to CS. Neutrophil-to-lymphocyte ratio and SII were significantly higher in both MACS and CS when compared to NFAT. Conversely, LMR was lower in MACS and CS than in NFAT but also significantly lower in CS compared to MACS
In conclusionn, Neutrophil-to-lymphocyte ratio, SII, and LMR correlated with the degree of cortisol excess in benign adrenocortical tumours and were altered in patients with CS and MACS.
These findings suggest that, similar to clinically overt CS, MACS also affects the immune function, potentially contributing to the MACS-associated comorbidities.
EJE 2023 - Link to the manuscript:
Performance of DNA-based biomarkers for classification of adrenocortical carcinoma: a prognostic study
Adrenocortical carcinoma (ACC) is a rare aggressive malignancy with heterogeneous clinical outcomes. Recent studies proposed a combination of clinical/histopathological parameters (S-GRAS score) or molecular biomarkers (BMs) to improve prognostication. We performed a comparative analysis of DNA-based BMs by evaluating their added prognostic value to the S-GRAS score.
A total of 194 formalin-fixed, paraffin-embedded (FFPE) ACC samples were analysed, including a retrospective training cohort (n = 107) and a prospective validation cohort (n = 87). Targeted DNA sequencing and pyrosequencing were used to detect somatic single-nucleotide variations in ACC-specific genes and methylation in the promoter region of paired box 5 (PAX5). The European Network for the Study of Adrenocortical Tumors (ENSAT) tumour stage, age, symptoms at presentation, resection status, and Ki-67 were combined to calculate S-GRAS. Endpoints were overall (OS), progression-free (PFS), and disease-free survival (DFS). Prognostic role was evaluated by multivariable survival analysis and their performance compared by Harrell's concordance index (C index).
In training cohort, an independent prognostic role was confirmed at multivariate analysis for two DNA-based BMs: alterations in Wnt/β-catenin and Rb/p53 pathways and hypermethylated PAX5. These were combined to S-GRAS to obtain a combined (COMBI) score. At comparative analysis, the best discriminative prognostic model was COMBI score in both cohorts for all endpoints, followed by S-GRAS score .
In conclusion, targeted DNA-based BM evaluated on routinely available FFPE samples improves prognostication of ACC beyond routinely available clinical and histopathological parameters.
This approach may help to better individualise patient's management.
PREVIOUS ORIGINAL ARTICLES IN PEER-REVIEWED JOURNALS
(2021-2023)
Inflammation-based scores as predictors of treatment response in advanced adrenocortical carcinoma
ERC 2023
https://erc.bioscientifica.com/view/journals/erc/30/4/ERC-22-0372.xml
COVID‐19‐related adrenal haemorrhage: Multicentre UK experience and systematic review of the literature
Clin Endo 2023
Coincidence of primary adrenocortical carcinoma and melanoma: three CASE reports
BMC Endo Dis 2023
https://bmcendocrdisord.biomedcentral.com/articles/10.1186/s12902-022-01253-7
PLK1 inhibitors as a new targeted treatment for adrenocortical carcinoma
Endo Conn 2023
Participation in collaborative multicentre studies
Dlk1 is a novel adrenocortical stem/progenitor cell marker that predicts malignancy in adrenocortical carcinoma
Cancer Commun 2025
The mutational landscape of ARMC5 in Primary Bilateral Macronodular Adrenal Hyperplasia: an update
Orphanet J Rare Dis 2025
Emerging role of IGF1R and IR expression and localisation in adrenocortical carcinomas
Cell Commun Signal 2025
PRAP study—partial versus radical adrenalectomy in hereditary pheochromocytomas
EJE 2024 https://academic.oup.com/ejendo/article/191/3/345/7738838#google_vignette
Comparison of modified-release hydrocortisone capsules versus prednisolone in the treatment of congenital adrenal hyperplasia
Endo Conn 2024
https://ec.bioscientifica.com/view/journals/ec/13/8/EC-24-0150.xml
International consensus on mitotane treatment in pediatric patients with adrenal cortical tumors: indications, therapy, and management of adverse effects
EJE 2024
Inhibition of the glucocorticoid-activating enzyme 11β-hydroxysteroid dehydrogenase type 1 drives concurrent 11-oxygenated androgen excess
FASEB J 2024
https://faseb.onlinelibrary.wiley.com/doi/10.1096/fj.202302131R
Service evaluation suggests variation in clinical care provision in adults with congenital adrenal hyperplasia in the UK and Ireland
Clin Endo 2024
[11C]metomidate PET-CT versus adrenal vein sampling for diagnosing surgically curable primary aldosteronism: a prospective, within-patient trial
Nat Med 2023
High Filamin a Expression in Adrenocortical Carcinomas Is Associated with a Favourable Tumour Behaviour: A European Multicentric Study
Int J Mol Sc 2023
Other publications (Reviews, Patient Approaches, Guidelines, etc.)
Sexual dimorphism in benign adrenocortical tumours
EJE 2025
https://academic.oup.com/ejendo/advance-article/doi/10.1093/ejendo/lvaf088/8121447?login=true
Is predicting metastatic phaeochromocytoma and paraganglioma still effective without methoxytyramine?
Lancet DH 2024
Insights on Adrenal Hemorrhage
Mayo Clinic 2024
European Society of Endocrinology and Endocrine Society Joint Clinical Guideline: Diagnosis and therapy of glucocorticoid-induced adrenal insufficiency
EJE 2024