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Many cases of primary aldosteronism (PA) in patients who developed hypokalemia-induced rhabdomyolysis and underwent adrenalectomy for aldosterone-producing adenoma (APA) have been reported; however, the immunohistopathological and molecular features remain unknown. We herein report the case of a 28-year-old woman with PA who presented with hypokalemia-induced rhabdomyolysis and underwent adrenalectomy for unilateral APA. An immunohistochemical analysis revealed that most adenoma cells were positive for steroidogenic enzymes, including CYP11B2. A genetic analysis revealed a somatic mutation in the KCNJ5. These findings suggest a strong aldosterone production capacity in our patient's adenoma, which was presumably related to her severe hyperaldosteronism and the resultant hypokalemia-induced rhabdomyolysis.
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OBJECTIVE: To develop and validate a nomogram combining radiomics and pathology features to distinguish between aldosterone-producing adenomas (APAs) and nonfunctional adrenal adenomas (NF-AAs). METHODS: Consecutive patients diagnosed with adrenal adenomas via computed tomography (CT) or pathologic analysis between January 2011 and November 2022 were eligible for inclusion in this retrospective study. CT images and hematoxylin & eosin-stained slides were used for annotation and feature extraction. The selected radiomics and pathology features were used to develop a risk model using various machine learning models, and the area under the receiver operating characteristic curve (AUC) was determined to evaluate diagnostic performance. The predicted results from radiomics and pathology features were combined and visualized using a nomogram. RESULTS: A total of 211 patients (APAs, n = 59; NF-AAs, n = 152) were included in this study, with patients randomly divided into either the training set or the testing set at a ratio of 8:2. The ExtraTrees model yielded a sensitivity of 0.818, a specificity of 0.733, and an accuracy of 0.756 (AUC = 0.817; 95% confidence interval [CI]: 0.675-0.958) in the radiomics testing set and a sensitivity of 0.999, a specificity of 0.842, and an accuracy of 0.867 (AUC = 0.905, 95% CI: 0.792-1.000) in the pathology testing set. A nomogram combining radiomics and pathology features demonstrated a strong performance (AUC = 0.912; 95% CI: 0.807-1.000). CONCLUSION: A nomogram combining radiomics and pathology features demonstrated strong predictive accuracy and discrimination capability. This model may help clinicians to distinguish between APAs and NF-AAs.
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Neoplasias de las Glándulas Suprarrenales , Aldosterona , Humanos , Femenino , Persona de Mediana Edad , Masculino , Estudios Retrospectivos , Adulto , Aldosterona/metabolismo , Aldosterona/sangre , Diagnóstico Diferencial , Neoplasias de las Glándulas Suprarrenales/diagnóstico por imagen , Neoplasias de las Glándulas Suprarrenales/metabolismo , Neoplasias de las Glándulas Suprarrenales/patología , Anciano , Tomografía Computarizada por Rayos X , Adenoma Corticosuprarrenal/diagnóstico por imagen , Adenoma Corticosuprarrenal/metabolismo , Adenoma Corticosuprarrenal/patología , Nomogramas , Adenoma/diagnóstico por imagen , Adenoma/patología , Adenoma/metabolismo , Neoplasias de la Corteza Suprarrenal/diagnóstico por imagen , Neoplasias de la Corteza Suprarrenal/metabolismo , Neoplasias de la Corteza Suprarrenal/patología , Sensibilidad y Especificidad , Imagen Multimodal/métodosRESUMEN
INTRODUCTION: The fluctuations of the intracellular Ca2+ concentration ([Ca2+]i) are key physiological signals for cell function under normal conditions and can undergo profound alterations in disease states, as high blood pressure due to endocrine disorders like primary aldosteronism (PA). However, when assessing such fluctuations several parameters in the Ca2+ signal dynamics need to be considered, which renders their assessment challenging. AIM: Aim to develop an observer-independent custom-made pipeline to analyze Ca2+ dynamics in terms of frequency and peak parameters, as amplitude, full width at half maximum (FWHM) and area under the curve (AUC). METHODS: We applied a custom-made methodology to aldosterone-producing adenoma (APA) and APA adjacent cells (AAC) and found this pipeline to be suitable for monitoring and processing a wide-range of [Ca2+]i events in these cell types delivering reproducible results. CONCLUSION: The designed pipeline can provide a useful tool for [Ca2+]i signal analysis that allows comparisons of Ca2+ dynamics not only in PA, but in other cell phenotypes that are relevant for the regulation of blood pressure.
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Neoplasias de la Corteza Suprarrenal , Corteza Suprarrenal , Adenoma Corticosuprarrenal , Señalización del Calcio , Hiperaldosteronismo , Humanos , Neoplasias de la Corteza Suprarrenal/metabolismo , Neoplasias de la Corteza Suprarrenal/patología , Hiperaldosteronismo/metabolismo , Adenoma Corticosuprarrenal/metabolismo , Adenoma Corticosuprarrenal/patología , Corteza Suprarrenal/metabolismo , Aldosterona/metabolismo , Calcio/metabolismo , Reproducibilidad de los Resultados , Células Cultivadas , Factores de TiempoAsunto(s)
Canales de Potasio Rectificados Internamente Asociados a la Proteína G , Hiperaldosteronismo , Mutación , Humanos , Hiperaldosteronismo/genética , Hiperaldosteronismo/diagnóstico , Canales de Potasio Rectificados Internamente Asociados a la Proteína G/genética , Masculino , Femenino , Persona de Mediana Edad , AdultoRESUMEN
BACKGROUND: You Only Look Once version 5 (YOLOv5), a one-stage deep-learning (DL) algorithm for object detection and classification, offers high speed and accuracy for identifying targets. PURPOSE: To investigate the feasibility of using the YOLOv5 algorithm to non-invasively distinguish between aldosterone-producing adenomas (APAs) and non-functional adrenocortical adenomas (NF-ACAs) on computed tomography (CT) images. MATERIAL AND METHODS: A total of 235 patients who were diagnosed with ACAs between January 2011 and July 2022 were included in this study. Of the 215 patients, 81 (37.7%) had APAs and 134 (62.3%) had NF-ACAs' they were randomly divided into either the training set or the validation set at a ratio of 9:1. Another 20 patients, including 8 (40.0%) with APA and 12 (60.0%) with NF-ACA, were collected for the testing set. Five submodels (YOLOv5n, YOLOv5s, YOLOv5m, YOLOv5l, and YOLOv5x) of YOLOv5 were trained and evaluated on the datasets. RESULTS: In the testing set, the mAP_0.5 value for YOLOv5x (0.988) was higher than the values for YOLOv5n (0.969), YOLOv5s (0.965), YOLOv5m (0.974), and YOLOv5l (0.983). The mAP_0.5:0.95 value for YOLOv5x (0.711) was also higher than the values for YOLOv5n (0.587), YOLOv5s (0.674), YOLOv5m (0.671), and YOLOv5l (0.698) in the testing set. The inference speed of YOLOv5n was 2.4â ms in the testing set, which was the fastest among the five submodels. CONCLUSION: The YOLOv5 algorithm can accurately and efficiently distinguish between APAs and NF-ACAs on CT images, especially YOLOv5x has the best identification performance.
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Primary aldosteronism (PA) accounts for approximately 5-10% of hypertension cases. Over the past 20 years, the reported incidence of PA has increased due to widespread screening for secondary hypertension and imaging studies. We aimed to evaluate the temporal trends in the clinical characteristics and subtypes of PA. A total of 1064 patients with PA in two tertiary hospitals between 2000 and 2021 were categorized into three groups according to the year of diagnosis: 2000-2009, 2010-2015, and 2016-2021. The clinical characteristics of the patients over the three time periods were compared using a trend analysis. The age at diagnosis and sex of patients with PA did not change over 20 years. The proportion of patients with bilateral hyperaldosteronism (BHA) increased (11%, 25%, and 40%, P for trend <0.001). The proportion of hypokalemia (87%, 61%, and 40%) and plasma aldosterone concentration (36.0, 30.8, and 26.6 ng/dL) decreased (all P for trend <0.001). There was a trend toward an increased proportion of incidentally detected patients compared to clinically symptomatic patients (36%, 55%, and 61%, P for trend <0.001). The concordance rate of imaging and adrenal venous sampling results decreased (91%, 70%, and 57% P for trend <0.001). However, the proportion of patients with resistant hypertension and comorbidities did not differ. In conclusion, among patients with PA, patients with BHA and incidental detection have increased over 20 years, and more patients are likely to present with milder clinical symptoms and biochemical profiles.
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Aldosterona , Hiperaldosteronismo , Humanos , Hiperaldosteronismo/epidemiología , Hiperaldosteronismo/complicaciones , Masculino , Femenino , Persona de Mediana Edad , Adulto , Aldosterona/sangre , Anciano , Hipertensión/epidemiología , Hipopotasemia/epidemiología , Hipopotasemia/sangre , Hipopotasemia/etiología , Estudios RetrospectivosRESUMEN
BACKGROUND: While clinical features of KCNJ5-mutated aldosterone-producing adenoma (APA) have been reported, evidence of its clinical outcomes is lacking. We aimed to synthesize available literature about the associations between KCNJ5 mutation with cardiovascular and metabolic outcomes among patients with APA. METHODS: In this systematic review of observational studies, MEDLINE and Embase were searched through August 2022. Two independent authors screened the search results and extracted data from eligible observational studies investigating cardiovascular or metabolic outcomes between KCNJ5-mutated APAs and KCNJ5-non-mutated APAs. Risk of Bias In Non-randomized Studies of Interventions was used to assess the quality of the included studies. RESULTS: A total of 573 titles/abstracts were screened and after the expert opinion of the literature, full text was read in 20 titles/abstracts, of which 12 studies were included. Across 3 studies comparing the baseline or change in the cardiac function between KCNJ5-mutated APAs and KCNJ5-non-mutated APAs, all studies reported the association between impaired cardiac functions and KCNJ5 mutation status. Among 6 studies evaluating the cure of hypertension after surgery, all studies showed that KCNJ5 mutation was significantly associated with the cure of hypertension. In quality assessment, 7 studies were at serious risk of bias, while the remaining studies were at moderate risk of bias. CONCLUSIONS: This systematic review provided evidence of the significant association between KCNJ5 mutation and unfavorable cardiovascular outcomes in patients with primary aldosteronism. Further research is needed to improve the quality of evidence on this topic and elucidate the underlying mechanisms of the potential burden of KCNJ5 mutation.
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Aldosterona , Canales de Potasio Rectificados Internamente Asociados a la Proteína G , Mutación , Humanos , Canales de Potasio Rectificados Internamente Asociados a la Proteína G/genética , Aldosterona/metabolismo , Aldosterona/biosíntesis , Enfermedades Cardiovasculares/genética , Neoplasias de la Corteza Suprarrenal/genética , Hiperaldosteronismo/genética , Adenoma Corticosuprarrenal/genética , Adenoma Corticosuprarrenal/metabolismo , Adenoma/genética , Adenoma/metabolismoRESUMEN
Double somatic mutations in CTNNB1 and GNA11/Q have recently been identified in a small subset of aldosterone-producing adenomas (APAs). As a possible pathogenesis of APA due to these mutations, an association with pregnancy, menopause, or puberty has been proposed. However, because of its rarity, characteristics of APA with these mutations have not been well characterized. A 46-year-old Japanese woman presented with hypertension and hypokalemia. She had two pregnancies in the past but had no history of pregnancy-induced hypertension. She had regular menstrual cycle at presentation and was diagnosed as having primary aldosteronism after endocrinologic examinations. Computed tomography revealed a 2 cm right adrenal mass. Adrenal venous sampling demonstrated excess aldosterone production from the right adrenal gland. She underwent right laparoscopic adrenalectomy. The resected right adrenal tumor was histologically diagnosed as adrenocortical adenoma and subsequent immunohistochemistry (IHC) revealed diffuse immunoreactivity of aldosterone synthase (CYP11B2) and visinin like 1, a marker of the zona glomerulosa (ZG), whereas 11ß-hydroxylase, a steroidogenic enzyme for cortisol biosynthesis, was mostly negative. CYP11B2 IHC-guided targeted next-generation sequencing identified somatic CTNNB1 (p.D32Y) and GNA11 (p.Q209H) mutations. Immunofluorescence staining of the tumor also revealed the presence of activated ß-catenin, consistent with features of the normal ZG. The expression patterns of steroidogenic enzymes and related proteins indicated ZG features of the tumor cells. PA was clinically and biochemically cured after surgery. In conclusion, our study indicated that CTNNB1 and GNA11-mutated APA has characteristics of the ZG. The disease could occur in adults with no clear association with pregnancy or menopause.
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Adenoma , Adenoma Corticosuprarrenal , Hiperaldosteronismo , Hipertensión , Adulto , Femenino , Embarazo , Humanos , Persona de Mediana Edad , Adenoma Corticosuprarrenal/complicaciones , Adenoma Corticosuprarrenal/genética , Adenoma Corticosuprarrenal/cirugía , Aldosterona/metabolismo , Citocromo P-450 CYP11B2/metabolismo , beta Catenina/genética , beta Catenina/metabolismo , Hiperaldosteronismo/genética , Hiperaldosteronismo/cirugía , Adenoma/genética , Adenoma/cirugía , Adenoma/metabolismo , Hipertensión/complicaciones , Mutación , Subunidades alfa de la Proteína de Unión al GTP/genética , Subunidades alfa de la Proteína de Unión al GTP/metabolismoRESUMEN
PURPOSE: Our aim was to develop a prediction model based on a simple score with clinical, laboratory, and imaging findings for the subtype diagnosis of primary aldosteronism (PA). The contribution of adrenal volumetric assessment to PA subtyping was also investigated. METHODS: Thirty-five patients with adequate cannulation in adrenal venous sampling (AVS) were included. Laboratory data, the saline infusion test (SIT), and the AVS results of patients with PA were retrospectively evaluated. Volumetric assessment was performed using magnetic resonance imaging (MRI) and the ratio of adrenal volumes was calculated after adjusting for gender- and side-specific mean reference values of both adrenal glands. RESULTS: The AVS was consistent with unilateral PA in 49% and bilateral in 51% of the patients. Hypertension as a reason for work-up, the highest aldosterone/lowest potassium value higher than 12, the percentage of plasma aldosterone concentration (PAC) reduction after SIT by equal or less than 43.5%, the use of oral potassium replacement, unilateral disease at pre-AVS imaging, and a ratio of adjusted adrenal volumes equal to or below 1.7 were indicative of unilateral disease in univariate logistic regression analysis concerning the distinction of PA subtyping (p < 0.05). Multivariate logistic regression analysis also revealed that adrenal volumetric assessment has an impact on PA subtyping (p < 0.05). In the prediction model, when each of the six parameters that were significant in the univariate logistic regression analysis was assigned one point, < 4 predicted bilateral PA, whereas ≥ 4 predicted unilateral PA (AUC:0.92, p < 0.001). CONCLUSION: This prediction model before AVS may serve as a convenient and practical approach, while an adjusted adrenal volumetric assessment can make a positive contribution to PA subtyping.
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Introduction Primary aldosteronism is characterized by the autonomous excretion of aldosterone, which may induce bone mineral disorders. Patients and methods A total of 96 patients with primary aldosteronism were analyzed to identify differences in the regulation of serum calcium/phosphate balance between patients with unilateral and bilateral aldosterone hypersecretion and to determine whether or not adrenalectomy or mineralocorticoid receptor blockers affected such differences. Results Serum phosphate concentrations were significantly lower in patients with unilateral aldosterone hypersecretion than in patients with bilateral aldosterone hypersecretion (2.96±0.45 vs. 3.36±0.55 mg/dL, P<0.05), and recovered after adrenalectomy (2.96±0.45 vs. 3.49±0.32 mg/dL, P<0.01). In patients with bilateral aldosterone hypersecretion, the baseline serum phosphate levels were significantly lower in responders to mineralocorticoid receptor blocker treatment, defined as post-treatment plasma renin activity ≥1 ng/mL/h, than in non-responders. In responders, these levels tended to recover after treatment. A weak negative correlation between the plasma aldosterone concentration (PAC) and serum phosphate was observed, but there were no associations between the PAC and serum calcium concentration or between the aldosterone renin ratio and serum calcium and phosphate concentrations. Conclusions The effects on calcium/phosphate homeostasis may differ according to the primary aldosteronism subtype.
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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 tested the performance of urine steroid metabolomics, the computational analysis of 24-hour urine steroid metabolome data by machine learning, for the identification and subtyping of PA. Mass spectrometry-based multi-steroid profiling was used to quantify the excretion of 34 steroid metabolites in 24-hour urine samples from 158 adults with PA (88 with unilateral PA [UPA] due to aldosterone-producing adenomas [APAs]; 70 with bilateral PA [BPA]) and 65 sex- and age-matched healthy controls. All APAs were resected and underwent targeted gene sequencing to detect somatic mutations associated with UPA. Patients with PA had increased urinary metabolite excretion of mineralocorticoids, glucocorticoids, and glucocorticoid precursors. Urine steroid metabolomics identified patients with PA with high accuracy, both when applied to all 34 or only the three most discriminative steroid metabolites (average areas under the receiver-operating characteristics curve [AUCs-ROC] 0.95-0.97). Whilst machine learning was suboptimal in differentiating UPA from BPA (average AUCs-ROC 0.65-0.73), it readily identified APA cases harbouring somatic KCNJ5 mutations (average AUCs-ROC 0.79-85). These patients showed a distinctly increased urine excretion of the hybrid steroid 18-hydroxycortisol and its metabolite 18-oxo-tetrahydrocortisol, the latter identified by machine learning as by far the most discriminative steroid. In conclusion, urine steroid metabolomics is a non-invasive candidate test for the accurate identification of PA cases and KCNJ5-mutated APAs.
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Adenoma , Neoplasias de la Corteza Suprarrenal , Adenoma Corticosuprarrenal , Hiperaldosteronismo , Adulto , Humanos , Hiperaldosteronismo/diagnóstico , Hiperaldosteronismo/genética , Hiperaldosteronismo/metabolismo , Adenoma Corticosuprarrenal/genética , Adenoma/diagnóstico , Esteroides , Espectrometría de Masas , Aldosterona/metabolismo , Mutación , Canales de Potasio Rectificados Internamente Asociados a la Proteína G/genética , Canales de Potasio Rectificados Internamente Asociados a la Proteína G/metabolismo , Neoplasias de la Corteza Suprarrenal/genéticaRESUMEN
Unilateral primary aldosteronism is thought to be a surgically curable disease, and unilateral adrenalectomy is the mainstay treatment. The Primary Aldosteronism Surgical Outcome (PASO) consensus was developed to assess clinical and biochemical outcomes to standardize the classification of surgical outcomes. However, fewer than half of patients are cured of hypertension after adrenalectomy; therefore, preoperative patient counseling and evaluation might be necessary. Moreover, current studies show that genetic mutations and histopathology classification are associated with the treatment outcome. The Task Force of Taiwan PA recommends using a specific scoring system, including the PASO score and nomogram-based preoperative score, to predict the clinical outcome before adrenalectomy. Herein, we discuss the associations of current histopathological classification and specific somatic gene mutations with clinical outcomes after surgery.
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Hiperaldosteronismo , Hipertensión , Humanos , Estudios Retrospectivos , Hiperaldosteronismo/genética , Hiperaldosteronismo/cirugía , Resultado del Tratamiento , Adrenalectomía , Hipertensión/complicacionesRESUMEN
To evaluate the secretory function of adrenal incidentaloma, this study explored the usefulness of a contrast-enhanced computed tomography (CECT)-based radiomics model for distinguishing aldosterone-producing adenoma (APA) from non-functioning adrenal adenoma (NAA). Overall, 68 APA and 60 NAA patients were randomly assigned (8:2 ratio) to either a training or a test cohort. In the training cohort, univariate and least absolute shrinkage and selection operator regression analyses were conducted to select the significant features. A logistic regression machine learning (ML) model was then constructed based on the radiomics score and clinical features. Model effectiveness was evaluated according to the receiver operating characteristic, accuracy, sensitivity, specificity, F1 score, calibration plots, and decision curve analysis. In the test cohort, the area under the curve (AUC) of the Radscore model was 0.869 [95% confidence interval (CI), 0.734-1.000], and the accuracy, sensitivity, specificity, and F1 score were 0.731, 1.000, 0.583, and 0.900, respectively. The Clinic-Radscore model had an AUC of 0.994 [95% CI, 0.978-1.000], and the accuracy, sensitivity, specificity, and F1 score values were 0.962, 0.929, 1.000, and 0.931, respectively. In conclusion, the CECT-based radiomics and clinical radiomics ML model exhibited good diagnostic efficacy in differentiating APAs from NAAs; this non-invasive, cost-effective, and efficient method is important for the management of adrenal incidentaloma.
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Resumen La rabdomiólisis es una afección con espectro de manifestación amplio que puede cursar desde una enfermedad leve asintomática hasta complicaciones mortales por desequilibrio hidroelectrolítico, arritmias o lesión renal aguda. Se comunica el caso de una paciente de 35 años de edad, hipertensa, que ingresó por debilidad muscular posterior a un cuadro gastrointestinal. Tenía hipocalemia severa, elevación de creatincinasa, función renal conservada, hipocalcemia y alcalosis metabólica. Su evaluación integral culminó en el diagnóstico de hiperaldosteronismo primario secundario a un adenoma productor de aldosterona que fue removido de manera quirúrgica sin complicaciones. La manifestación del síndrome de Conn con rabdomiólisis por hipocalemia es excepcional porque la mayoría de los casos se diagnostican con normocalemia o hipocalemia leve a partir del protocolo de hipertensión secundaria. Es necesario un alto nivel de sospecha y evaluación integral para llegar al diagnóstico certero.
Abstract Rhabdomyolysis is a condition with a broad spectrum of presentation that can range from mild asymptomatic disease to fatal complications due to electrolyte imbalance, arrhythmias and/or acute renal injury. We report the case of a 35-year-old woman, hypertensive, who was admitted for muscle weakness following a gastrointestinal condition. Biochemically with severe hypokalemia, elevated creatinekinase, conserved renal function, hypocalcemia and metabolic alkalosis. Their comprehensive evaluation culminated in the diagnosis of primary hyperaldosteronism secondary to an aldosterone-producing adenoma which was surgically removed without complications. The presentation of Conn's syndrome with hypokalemia rhabdomyolysis is exceptional since most cases are diagnosed with normokalemia or mild hypokalemia from the secondary hypertension protocol. A high level of suspicion and integral evaluation are necessary to arrive at the correct diagnosis.
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El hiperaldosteronismo primario es la causa más frecuente de hipertensión de origen endocrino. El exceso de aldosterona se asocia a elevación de la presión arterial, hipokalemia, hiperglucemia e hipertrofa ventricular. La presencia de hipertensión arterial y niveles bajos de potasio en sangre, alertan al clínico a buscar una causa secundaria de hipertensión arterial. Se presenta el caso de un hombre de 39 años de edad con síndrome de Conn (hiperaldosteronismo primario por adenoma suprarrenal), con confrmación bioquímica e imagenológica y posterior cirugía exitosa (adrenalectomía unilateral). Se presenta el enfoque del paciente con sospecha de hiperaldosteronismo, la interpretación de las pruebas actuales en nuestro medio y su pronóstico.
Primary hyperaldosteronism is the most common cause of hypertension of endocrine origin. Aldosterone excess is associated with elevated blood pressure, hypokalemia, hyperglycemia and ventricular hypertrophy. The presence of arterial hypertension and low potassium levels in the blood alert the clinician to search for a secondary cause of arterial hypertension. We present the case of a 39 year old with Conn's syndrome (primary aldosteronism by adrenal adenoma), with biochemical and imagiological confrmation and subsequent successful surgery (unilateral adrenalectomy). We present the approach to patients with suspected hyperaldosteronism, interpretation of current tests in our environment and its prognosis.