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1.
N Engl J Med ; 389(20): 1877-1887, 2023 Nov 16.
Artículo en Inglés | MEDLINE | ID: mdl-37966286

RESUMEN

BACKGROUND: Distinguishing between arginine vasopressin (AVP) deficiency and primary polydipsia is challenging. Hypertonic saline-stimulated copeptin has been used to diagnose AVP deficiency with high accuracy but requires close sodium monitoring. Arginine-stimulated copeptin has shown similar diagnostic accuracy but with a simpler test protocol. However, data are lacking from a head-to-head comparison between arginine-stimulated copeptin and hypertonic saline-stimulated copeptin in the diagnosis of AVP deficiency. METHODS: In this international, noninferiority trial, we assigned adult patients with polydipsia and hypotonic polyuria or a known diagnosis of AVP deficiency to undergo diagnostic evaluation with hypertonic-saline stimulation on one day and with arginine stimulation on another day. Two endocrinologists independently made the final diagnosis of AVP deficiency or primary polydipsia with use of clinical information, treatment response, and the hypertonic-saline test results. The primary outcome was the overall diagnostic accuracy according to prespecified copeptin cutoff values of 3.8 pmol per liter after 60 minutes for arginine and 4.9 pmol per liter once the sodium level was more than 149 mmol per liter for hypertonic saline. RESULTS: Of the 158 patients who underwent the two tests, 69 (44%) received the diagnosis of AVP deficiency and 89 (56%) received the diagnosis of primary polydipsia. The diagnostic accuracy was 74.4% (95% confidence interval [CI], 67.0 to 80.6) for arginine-stimulated copeptin and 95.6% (95% CI, 91.1 to 97.8) for hypertonic saline-stimulated copeptin (estimated difference, -21.2 percentage points; 95% CI, -28.7 to -14.3). Adverse events were generally mild with the two tests. A total of 72% of the patients preferred testing with arginine as compared with hypertonic saline. Arginine-stimulated copeptin at a value of 3.0 pmol per liter or less led to a diagnosis of AVP deficiency with a specificity of 90.9% (95% CI, 81.7 to 95.7), whereas levels of more than 5.2 pmol per liter led to a diagnosis of primary polydipsia with a specificity of 91.4% (95% CI, 83.7 to 95.6). CONCLUSIONS: Among adult patients with polyuria polydipsia syndrome, AVP deficiency was more accurately diagnosed with hypertonic saline-stimulated copeptin than with arginine-stimulated copeptin. (Funded by the Swiss National Science Foundation; CARGOx ClinicalTrials.gov number, NCT03572166.).


Asunto(s)
Arginina Vasopresina , Arginina , Enfermedades Carenciales , Glicopéptidos , Polidipsia Psicogénica , Solución Salina Hipertónica , Adulto , Humanos , Arginina/administración & dosificación , Arginina Vasopresina/deficiencia , Diagnóstico Diferencial , Glicopéptidos/análisis , Polidipsia/diagnóstico , Polidipsia/etiología , Polidipsia Psicogénica/diagnóstico , Polidipsia Psicogénica/etiología , Poliuria/etiología , Solución Salina Hipertónica/administración & dosificación , Sodio/análisis , Enfermedades Carenciales/diagnóstico , Enfermedades Carenciales/etiología
2.
Horm Metab Res ; 56(4): 300-307, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-37924818

RESUMEN

Hypokalemia plays an important role in the diagnosis and management of primary aldosteronism (PA). While the hypokalemic variant of the disease accounts for about one third of all cases, little is known about the incidence of PA in hypokalemic populations. The IPAHK+ study is an epidemiological, cross-sectional trial to provide evidence on the incidence of PA in hypokalemic patients from a university hospital outpatient population. Recruitment of outpatients with hypokalemia≤3 mmol/l is carried out on a continuous referral-basis through an automated data delivery system. Up to an interim data closure, 66 patients underwent the study protocol. The mean age of the participants was 52.9±1.5 years with an equal sex ratio of 1:1 women to men, a mean potassium value of 2.78±0.31 mmol/l [1.8;3.0] and a prevalence of arterial hypertension of 72.7%. PA was diagnosed in 46.6% of all participants, all of whom had a history of hypertension. Incidence of PA increased continuously with decreasing potassium levels with proportions of 26.7%, 50% and 57.1% in the subgroups of 3.0 mmol/l (n=15), 2.8-2.9 mmol/l (n=22) and≤2.7 mmol/l (n=21), respectively. Prior to testing, 59.1% of all patients presented at least with one plausible other cause of hypokalemia. The incidence of PA in the investigated outpatient population was more than 4 out of 10 and inversely correlated with baseline potassium levels. Moderate or severe hypokalemia, regardless of its cause, should therefore prompt evaluation for PA in hypertensive individuals. Normotensive hypokalemic PA was not observed in this cohort.


Asunto(s)
Hiperaldosteronismo , Hipertensión , Hipopotasemia , Masculino , Humanos , Femenino , Persona de Mediana Edad , Hipopotasemia/complicaciones , Hipopotasemia/epidemiología , Incidencia , Estudios Transversales , Hiperaldosteronismo/complicaciones , Hiperaldosteronismo/epidemiología , Hiperaldosteronismo/diagnóstico , Potasio , Hipertensión/complicaciones , Hipertensión/epidemiología , Aldosterona
3.
Front Endocrinol (Lausanne) ; 15: 1363939, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38645431

RESUMEN

Background: Prolactinomas (PRLs) are prevalent pituitary adenomas associated with metabolic changes and increased cardiovascular morbidity. This study examined clinical, endocrine, metabolic, and inflammatory profiles in PRL patients, aiming to identify potential prognostic markers. Methods: The study comprised data from 59 PRL patients gathered in a registry at the University Hospital of Zurich. Diagnostic criteria included MRI findings and elevated serum prolactin levels. We assessed baseline and follow-up clinical demographics, metabolic markers, serum inflammation-based scores, and endocrine parameters. Treatment outcomes were evaluated based on prolactin normalization, tumor shrinkage, and cabergoline dosage. Results: The PRL cohort exhibited a higher prevalence of overweight/obesity, prediabetes/diabetes mellitus, and dyslipidemia compared to the general population. Significant correlations were found between PRL characteristics and BMI, HbA1c, and fT4 levels. Follow-up data indicated decreases in tumor size, tumor volume, prolactin levels, and LDL-cholesterol, alongside increases in fT4 and sex hormones levels. No significant associations were observed between baseline parameters and tumor shrinkage at follow-up. A positive association was noted between PRL size/volume and the time to achieve prolactin normalization, and a negative association with baseline fT4 levels. Conclusion: This study underscores the metabolic significance of PRL, with notable correlations between PRL parameters and metabolic indices. However, inflammatory markers were not significantly correlated with patient stratification or outcome prediction. These findings highlight the necessity for standardized follow-up protocols and further research into the metabolic pathogenesis in PRL patients.


Asunto(s)
Neoplasias Hipofisarias , Prolactinoma , Humanos , Prolactinoma/sangre , Prolactinoma/tratamiento farmacológico , Prolactinoma/patología , Femenino , Masculino , Adulto , Estudios Retrospectivos , Persona de Mediana Edad , Neoplasias Hipofisarias/sangre , Neoplasias Hipofisarias/metabolismo , Neoplasias Hipofisarias/patología , Resultado del Tratamiento , Inflamación/sangre , Centros de Atención Terciaria , Cabergolina/uso terapéutico , Prolactina/sangre , Pronóstico , Estudios de Seguimiento , Estudios de Cohortes , Adulto Joven
4.
Eur J Endocrinol ; 190(5): 354-362, 2024 May 02.
Artículo en Inglés | MEDLINE | ID: mdl-38551325

RESUMEN

OBJECTIVE: Distinguishing arginine vasopressin deficiency (AVP-D; central diabetes insipidus) from primary polydipsia (PP), commonly referred to as psychogenic polydipsia, is challenging. Psychopathologic findings, commonly used for PP diagnosis in clinical practice, are rarely evaluated in AVP-D patients, and no comparative data between the two conditions currently exist. DESIGN: Data from two studies involving 82 participants [39 AVP-D, 28 PP, and 15 healthy controls (HC)]. METHODS: Psychological evaluations were conducted using standardized questionnaires measuring anxiety [State-Trait Anxiety Inventory (STAI)], alexithymia [Toronto Alexithymia Scale (TAS-20)], depressive symptoms (Beck's Depression Inventory-II (BDI-II), and overall mental health [Short Form-36 Health Survey (SF-36)]. Higher STAI, TAS-20, and BDI-II scores suggest elevated anxiety, alexithymia, and depression, while higher SF-36 scores signify better overall mental health. RESULTS: Compared to HC, patients with AVP-D and PP showed higher levels of anxiety (HC 28 points [24-31] vs AVP-D 36 points [31-45]; vs PP 38 points [33-46], P < .01), alexithymia (HC 30 points [29-37] vs AVP-D 43 points [35-54]; vs PP 46 points [37-55], P < .01), and depression (HC 1 point [0-2] vs AVP-D 7 points [4-14]; vs PP 7 points [3-13], P < .01). Levels of anxiety, alexithymia, and depression showed no difference between both patient groups (P = .58, P = .90, P = .50, respectively). Compared to HC, patients with AVP-D and PP reported similarly reduced self-reported overall mental health scores (HC 84 [68-88] vs AVP-D 60 [52-80], P = .05; vs PP 60 [47-74], P < .01). CONCLUSION: This study reveals heightened anxiety, alexithymia, depression, and diminished overall mental health in patients with AVP-D and PP. The results emphasize the need for careful interpretation of psychopathological characteristics to differentiate between AVP-D and PP.


Asunto(s)
Síntomas Afectivos , Ansiedad , Depresión , Diabetes Insípida Neurogénica , Humanos , Femenino , Masculino , Adulto , Depresión/psicología , Persona de Mediana Edad , Ansiedad/psicología , Diabetes Insípida Neurogénica/psicología , Arginina Vasopresina/deficiencia , Polidipsia Psicogénica/psicología , Polidipsia Psicogénica/complicaciones , Adulto Joven , Polidipsia/psicología , Estudios de Casos y Controles
5.
Front Endocrinol (Lausanne) ; 15: 1370525, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38596218

RESUMEN

Introduction: Endocrine hypertension (EHT) due to pheochromocytoma/paraganglioma (PPGL), Cushing's syndrome (CS), or primary aldosteronism (PA) is linked to a variety of metabolic alterations and comorbidities. Accordingly, patients with EHT and primary hypertension (PHT) are characterized by distinct metabolic profiles. However, it remains unclear whether the metabolomic differences relate solely to the disease-defining hormonal parameters. Therefore, our objective was to study the association of disease defining hormonal excess and concomitant adrenal steroids with metabolomic alterations in patients with EHT. Methods: Retrospective European multicenter study of 263 patients (mean age 49 years, 50% females; 58 PHT, 69 PPGL, 37 CS, 99 PA) in whom targeted metabolomic and adrenal steroid profiling was available. The association of 13 adrenal steroids with differences in 79 metabolites between PPGL, CS, PA and PHT was examined after correction for age, sex, BMI, and presence of diabetes mellitus. Results: After adjustment for BMI and diabetes mellitus significant association between adrenal steroids and metabolites - 18 in PPGL, 15 in CS, and 23 in PA - were revealed. In PPGL, the majority of metabolite associations were linked to catecholamine excess, whereas in PA, only one metabolite was associated with aldosterone. In contrast, cortisone (16 metabolites), cortisol (6 metabolites), and DHEA (8 metabolites) had the highest number of associated metabolites in PA. In CS, 18-hydroxycortisol significantly influenced 5 metabolites, cortisol affected 4, and cortisone, 11-deoxycortisol, and DHEA each were linked to 3 metabolites. Discussions: Our study indicates cortisol, cortisone, and catecholamine excess are significantly associated with metabolomic variances in EHT versus PHT patients. Notably, catecholamine excess is key to PPGL's metabolomic changes, whereas in PA, other non-defining adrenal steroids mainly account for metabolomic differences. In CS, cortisol, alongside other non-defining adrenal hormones, contributes to these differences, suggesting that metabolic disorders and cardiovascular morbidity in these conditions could also be affected by various adrenal steroids.


Asunto(s)
Neoplasias de las Glándulas Suprarrenales , Cortisona , Síndrome de Cushing , Diabetes Mellitus , Hipertensión , Paraganglioma , Feocromocitoma , Femenino , Humanos , Persona de Mediana Edad , Masculino , Hidrocortisona/metabolismo , Estudios Retrospectivos , Síndrome de Cushing/complicaciones , Esteroides , Neoplasias de las Glándulas Suprarrenales/complicaciones , Hipertensión/complicaciones , Feocromocitoma/complicaciones , Paraganglioma/complicaciones , Catecolaminas , Deshidroepiandrosterona
6.
Nephron Clin Pract ; 123(1-2): 13-21, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23752029

RESUMEN

BACKGROUND: The role of autosomal dominant polycystic kidney disease (ADPKD) as a risk factor for renal cell carcinoma (RCC) is still under discussion. Data on prevalence of RCC in ADPKD are limited, especially on a large population scale. The aim of this study was to analyze the prevalence of RCC in ADPKD kidneys and characterize the clinical features of this coincidence. METHODS: Based on our histopathological registry for ADPKD and the Else Kröner-Fresenius Registry, we retrospectively reviewed malignant and benign renal lesions in patients with ADPKD who had undergone renal surgery from 1988 to 2011. RESULTS: 240 ADPKD patients underwent 301 renal surgeries. Mean age at surgery was 54 years. Overall, 16 malignant and 11 benign lesions were analyzed in 301 kidneys (5.3%; 3.7%), meaning that 12/240 (5%; 1:20) patients presented with malignant renal lesions. 66.7% (8/12) of these patients had undergone dialysis prior to surgery. We found 10/16 (63%) papillary RCC, 5/16 (31%) clear cell RCC, and 1/16 (6%) papillary noninvasive urothelial cancer. Regarding all renal lesions, 6/17 (35.3%) patients had more than one histological finding in their kidneys. In 2 cases, metachronous metastases were removed. Mean follow-up was 66.7 months. CONCLUSION: Kidney-related prevalence of RCC in ADPKD kidneys was surprisingly high. Whether or not this is due to chronic dialysis or due to the underlying disease is still speculative. Like other cystic renal diseases with an increased risk for RCC, the attending physician should be aware of the malignant potential of ADPKD, especially with concomitant dialysis.


Asunto(s)
Carcinoma de Células Renales/epidemiología , Carcinoma de Células Renales/patología , Neoplasias Renales/epidemiología , Neoplasias Renales/patología , Riñón Poliquístico Autosómico Dominante/epidemiología , Riñón Poliquístico Autosómico Dominante/patología , Diálisis Renal/estadística & datos numéricos , Carcinoma de Células Renales/cirugía , Comorbilidad , Femenino , Alemania/epidemiología , Humanos , Neoplasias Renales/cirugía , Masculino , Persona de Mediana Edad , Riñón Poliquístico Autosómico Dominante/cirugía , Prevalencia , Medición de Riesgo
7.
Brain Spine ; 3: 102668, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-38020983

RESUMEN

Introduction: Gross total resection (GTR), Biochemical Remission (BR) and restitution of a priorly disrupted hypothalamus pituitary axis (new improvement, IMP) are important factors in pituitary adenoma (PA) resection surgery. Prediction of these metrics using simple and preoperatively available data might help improve patient care and contribute to a more personalized medicine. Research question: This study aims to develop machine learning models predicting GTR, BR, and IMP in PA resection surgery, using preoperatively available data. Material and methods: With data from patients undergoing endoscopic transsphenoidal surgery for PAs machine learning models for prediction of GTR, BR and IMP were developed and externally validated. Development was carried out on a registry from Bologna, Italy while external validation was conducted using patient data from Zurich, Switzerland. Results: The model development cohort consisted of 1203 patients. GTR was achieved in 207 (17.2%, 945 (78.6%) missing), BR in 173 (14.4%, 992 (82.5%) missing) and IMP in 208 (17.3%, 167 (13.9%) missing) cases. In the external validation cohort 206 patients were included and GTR was achieved in 121 (58.7%, 32 (15.5%) missing), BR in 46 (22.3%, 145 (70.4%) missing) and IMP in 42 (20.4%, 7 (3.4%) missing) cases. The AUC at external validation amounted to 0.72 (95% CI: 0.63-0.80) for GTR, 0.69 (0.52-0.83) for BR, as well as 0.82 (0.76-0.89) for IMP. Discussion and conclusion: All models showed adequate generalizability, performing similarly in training and external validation, confirming the possible potentials of machine learning in helping to adapt surgical therapy to the individual patient.

8.
Endocrine ; 75(2): 508-515, 2022 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-34642894

RESUMEN

PURPOSE: Biochemical remission (BR), gross total resection (GTR), and intraoperative cerebrospinal fluid (CSF) leaks are important metrics in transsphenoidal surgery for acromegaly, and prediction of their likelihood using machine learning would be clinically advantageous. We aim to develop and externally validate clinical prediction models for outcomes after transsphenoidal surgery for acromegaly. METHODS: Using data from two registries, we develop and externally validate machine learning models for GTR, BR, and CSF leaks after endoscopic transsphenoidal surgery in acromegalic patients. For the model development a registry from Bologna, Italy was used. External validation was then performed using data from Zurich, Switzerland. Gender, age, prior surgery, as well as Hardy and Knosp classification were used as input features. Discrimination and calibration metrics were assessed. RESULTS: The derivation cohort consisted of 307 patients (43.3% male; mean [SD] age, 47.2 [12.7] years). GTR was achieved in 226 (73.6%) and BR in 245 (79.8%) patients. In the external validation cohort with 46 patients, 31 (75.6%) achieved GTR and 31 (77.5%) achieved BR. Area under the curve (AUC) at external validation was 0.75 (95% confidence interval: 0.59-0.88) for GTR, 0.63 (0.40-0.82) for BR, as well as 0.77 (0.62-0.91) for intraoperative CSF leaks. While prior surgery was the most important variable for prediction of GTR, age, and Hardy grading contributed most to the predictions of BR and CSF leaks, respectively. CONCLUSIONS: Gross total resection, biochemical remission, and CSF leaks remain hard to predict, but machine learning offers potential in helping to tailor surgical therapy. We demonstrate the feasibility of developing and externally validating clinical prediction models for these outcomes after surgery for acromegaly and lay the groundwork for development of a multicenter model with more robust generalization.


Asunto(s)
Acromegalia , Neoplasias Hipofisarias , Acromegalia/cirugía , Endoscopía , Femenino , Humanos , Aprendizaje Automático , Masculino , Persona de Mediana Edad , Neoplasias Hipofisarias/cirugía , Estudios Retrospectivos , Resultado del Tratamiento
9.
Endocrine ; 75(1): 254-265, 2022 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-34536194

RESUMEN

PURPOSE: Pheochromocytomas and Paragangliomas (PPGL) result in chronic catecholamine excess and serious health complications. A recent study obtained a metabolic signature in plasma from PPGL patients; however, its targeted nature may have generated an incomplete picture and a broader approach could provide additional insights. We aimed to characterize the plasma metabolome of PPGL patients before and after surgery, using an untargeted approach, and to broaden the scope of the investigated metabolic impact of these tumors. DESIGN: A cohort of 36 PPGL patients was investigated. Blood plasma samples were collected before and after surgical tumor removal, in association with clinical and tumor characteristics. METHODS: Plasma samples were analyzed using untargeted nuclear magnetic resonance (NMR) spectroscopy metabolomics. The data were evaluated using a combination of uni- and multi-variate statistical methods. RESULTS: Before surgery, patients with a nonadrenergic tumor could be distinguished from those with an adrenergic tumor based on their metabolic profiles. Tyrosine levels were significantly higher in patients with high compared to those with low BMI. Comparing subgroups of pre-operative samples with their post-operative counterparts, we found a metabolic signature that included ketone bodies, glucose, organic acids, methanol, dimethyl sulfone and amino acids. Three signals with unclear identities were found to be affected. CONCLUSIONS: Our study suggests that the pathways of glucose and ketone body homeostasis are affected in PPGL patients. BMI-related metabolite levels were also found to be altered, potentially linking muscle atrophy to PPGL. At baseline, patient metabolomes could be discriminated based on their catecholamine phenotype.


Asunto(s)
Neoplasias de las Glándulas Suprarrenales , Paraganglioma , Feocromocitoma , Neoplasias de las Glándulas Suprarrenales/metabolismo , Humanos , Espectroscopía de Resonancia Magnética , Metabolómica/métodos , Paraganglioma/diagnóstico por imagen , Paraganglioma/cirugía , Feocromocitoma/diagnóstico por imagen , Feocromocitoma/cirugía , Plasma/metabolismo
10.
Metabolites ; 12(8)2022 Aug 16.
Artículo en Inglés | MEDLINE | ID: mdl-36005627

RESUMEN

Hypertension is a major global health problem with high prevalence and complex associated health risks. Primary hypertension (PHT) is most common and the reasons behind primary hypertension are largely unknown. Endocrine hypertension (EHT) is another complex form of hypertension with an estimated prevalence varying from 3 to 20% depending on the population studied. It occurs due to underlying conditions associated with hormonal excess mainly related to adrenal tumours and sub-categorised: primary aldosteronism (PA), Cushing's syndrome (CS), pheochromocytoma or functional paraganglioma (PPGL). Endocrine hypertension is often misdiagnosed as primary hypertension, causing delays in treatment for the underlying condition, reduced quality of life, and costly antihypertensive treatment that is often ineffective. This study systematically used targeted metabolomics and high-throughput machine learning methods to predict the key biomarkers in classifying and distinguishing the various subtypes of endocrine and primary hypertension. The trained models successfully classified CS from PHT and EHT from PHT with 92% specificity on the test set. The most prominent targeted metabolites and metabolite ratios for hypertension identification for different disease comparisons were C18:1, C18:2, and Orn/Arg. Sex was identified as an important feature in CS vs. PHT classification.

11.
Metabolites ; 12(8)2022 Jul 24.
Artículo en Inglés | MEDLINE | ID: mdl-35893246

RESUMEN

Despite considerable morbidity and mortality, numerous cases of endocrine hypertension (EHT) forms, including primary aldosteronism (PA), pheochromocytoma and functional paraganglioma (PPGL), and Cushing's syndrome (CS), remain undetected. We aimed to establish signatures for the different forms of EHT, investigate potentially confounding effects and establish unbiased disease biomarkers. Plasma samples were obtained from 13 biobanks across seven countries and analyzed using untargeted NMR metabolomics. We compared unstratified samples of 106 PHT patients to 231 EHT patients, including 104 PA, 94 PPGL and 33 CS patients. Spectra were subjected to a multivariate statistical comparison of PHT to EHT forms and the associated signatures were obtained. Three approaches were applied to investigate and correct confounding effects. Though we found signatures that could separate PHT from EHT forms, there were also key similarities with the signatures of sample center of origin and sample age. The study design restricted the applicability of the corrections employed. With the samples that were available, no biomarkers for PHT vs. EHT could be identified. The complexity of the confounding effects, evidenced by their robustness to correction approaches, highlighted the need for a consensus on how to deal with variabilities probably attributed to preanalytical factors in retrospective, multicenter metabolomics studies.

12.
EBioMedicine ; 84: 104276, 2022 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-36179553

RESUMEN

BACKGROUND: Arterial hypertension is a major cardiovascular risk factor. Identification of secondary hypertension in its various forms is key to preventing and targeting treatment of cardiovascular complications. Simplified diagnostic tests are urgently required to distinguish primary and secondary hypertension to address the current underdiagnosis of the latter. METHODS: This study uses Machine Learning (ML) to classify subtypes of endocrine hypertension (EHT) in a large cohort of hypertensive patients using multidimensional omics analysis of plasma and urine samples. We measured 409 multi-omics (MOmics) features including plasma miRNAs (PmiRNA: 173), plasma catechol O-methylated metabolites (PMetas: 4), plasma steroids (PSteroids: 16), urinary steroid metabolites (USteroids: 27), and plasma small metabolites (PSmallMB: 189) in primary hypertension (PHT) patients, EHT patients with either primary aldosteronism (PA), pheochromocytoma/functional paraganglioma (PPGL) or Cushing syndrome (CS) and normotensive volunteers (NV). Biomarker discovery involved selection of disease combination, outlier handling, feature reduction, 8 ML classifiers, class balancing and consideration of different age- and sex-based scenarios. Classifications were evaluated using balanced accuracy, sensitivity, specificity, AUC, F1, and Kappa score. FINDINGS: Complete clinical and biological datasets were generated from 307 subjects (PA=113, PPGL=88, CS=41 and PHT=112). The random forest classifier provided ∼92% balanced accuracy (∼11% improvement on the best mono-omics classifier), with 96% specificity and 0.95 AUC to distinguish one of the four conditions in multi-class ALL-ALL comparisons (PPGL vs PA vs CS vs PHT) on an unseen test set, using 57 MOmics features. For discrimination of EHT (PA + PPGL + CS) vs PHT, the simple logistic classifier achieved 0.96 AUC with 90% sensitivity, and ∼86% specificity, using 37 MOmics features. One PmiRNA (hsa-miR-15a-5p) and two PSmallMB (C9 and PC ae C38:1) features were found to be most discriminating for all disease combinations. Overall, the MOmics-based classifiers were able to provide better classification performance in comparison to mono-omics classifiers. INTERPRETATION: We have developed a ML pipeline to distinguish different EHT subtypes from PHT using multi-omics data. This innovative approach to stratification is an advancement towards the development of a diagnostic tool for EHT patients, significantly increasing testing throughput and accelerating administration of appropriate treatment. FUNDING: European Union's Horizon 2020 Research and Innovation Programme under Grant Agreement No. 633983, Clinical Research Priority Program of the University of Zurich for the CRPP HYRENE (to Z.E. and F.B.), and Deutsche Forschungsgemeinschaft (CRC/Transregio 205/1).


Asunto(s)
Hipertensión , MicroARNs , Biomarcadores , Catecoles , Humanos , Hipertensión/diagnóstico , Aprendizaje Automático , Estudios Retrospectivos
13.
Hum Mutat ; 32(1): 51-8, 2011 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-20979234

RESUMEN

Multiple endocrine neoplasia type 2 is characterized by germline mutations in RET. For exon 10, comprehensive molecular and corresponding phenotypic data are scarce. The International RET Exon 10 Consortium, comprising 27 centers from 15 countries, analyzed patients with RET exon 10 mutations for clinical-risk profiles. Presentation, age-dependent penetrance, and stage at presentation of medullary thyroid carcinoma (MTC), pheochromocytoma, and hyperparathyroidism were studied. A total of 340 subjects from 103 families, age 4-86, were registered. There were 21 distinct single nucleotide germline mutations located in codons 609 (45 subjects), 611 (50), 618 (94), and 620 (151). MTC was present in 263 registrants, pheochromocytoma in 54, and hyperparathyroidism in 8 subjects. Of the patients with MTC, 53% were detected when asymptomatic, and among those with pheochromocytoma, 54%. Penetrance for MTC was 4% by age 10, 25% by 25, and 80% by 50. Codon-associated penetrance by age 50 ranged from 60% (codon 611) to 86% (620). More advanced stage and increasing risk of metastases correlated with mutation in codon position (609→620) near the juxtamembrane domain. Our data provide rigorous bases for timing of premorbid diagnosis and personalized treatment/prophylactic procedure decisions depending on specific RET exon 10 codons affected.


Asunto(s)
Exones , Mutación de Línea Germinal/genética , Neoplasia Endocrina Múltiple Tipo 2a/genética , Penetrancia , Proteínas Proto-Oncogénicas c-ret/genética , Proteínas Proto-Oncogénicas c-ret/metabolismo , Adolescente , Neoplasias de las Glándulas Suprarrenales/genética , Neoplasias de las Glándulas Suprarrenales/patología , Adulto , Anciano , Anciano de 80 o más Años , Carcinoma Neuroendocrino , Niño , Preescolar , Codón/genética , Femenino , Humanos , Hiperparatiroidismo/genética , Hiperparatiroidismo/patología , Masculino , Persona de Mediana Edad , Neoplasia Endocrina Múltiple Tipo 2a/patología , Estadificación de Neoplasias , Feocromocitoma/genética , Feocromocitoma/patología , Neoplasias de la Tiroides/genética , Neoplasias de la Tiroides/patología , Adulto Joven
14.
J Clin Endocrinol Metab ; 106(4): 1111-1128, 2021 03 25.
Artículo en Inglés | MEDLINE | ID: mdl-33382876

RESUMEN

CONTEXT: Identification of patients with endocrine forms of hypertension (EHT) (primary hyperaldosteronism [PA], pheochromocytoma/paraganglioma [PPGL], and Cushing syndrome [CS]) provides the basis to implement individualized therapeutic strategies. Targeted metabolomics (TM) have revealed promising results in profiling cardiovascular diseases and endocrine conditions associated with hypertension. OBJECTIVE: Use TM to identify distinct metabolic patterns between primary hypertension (PHT) and EHT and test its discriminating ability. METHODS: Retrospective analyses of PHT and EHT patients from a European multicenter study (ENSAT-HT). TM was performed on stored blood samples using liquid chromatography mass spectrometry. To identify discriminating metabolites a "classical approach" (CA) (performing a series of univariate and multivariate analyses) and a "machine learning approach" (MLA) (using random forest) were used.The study included 282 adult patients (52% female; mean age 49 years) with proven PHT (n = 59) and EHT (n = 223 with 40 CS, 107 PA, and 76 PPGL), respectively. RESULTS: From 155 metabolites eligible for statistical analyses, 31 were identified discriminating between PHT and EHT using the CA and 27 using the MLA, of which 16 metabolites (C9, C16, C16:1, C18:1, C18:2, arginine, aspartate, glutamate, ornithine, spermidine, lysoPCaC16:0, lysoPCaC20:4, lysoPCaC24:0, PCaeC42:0, SM C18:1, SM C20:2) were found by both approaches. The receiver operating characteristic curve built on the top 15 metabolites from the CA provided an area under the curve (AUC) of 0.86, which was similar to the performance of the 15 metabolites from MLA (AUC 0.83). CONCLUSION: TM identifies distinct metabolic pattern between PHT and EHT providing promising discriminating performance.


Asunto(s)
Enfermedades del Sistema Endocrino/diagnóstico , Hipertensión/diagnóstico , Metabolómica/métodos , Neoplasias de las Glándulas Suprarrenales/complicaciones , Neoplasias de las Glándulas Suprarrenales/diagnóstico , Adulto , Anciano , Síndrome de Cushing/complicaciones , Síndrome de Cushing/diagnóstico , Diagnóstico Diferencial , Técnicas de Diagnóstico Endocrino , Enfermedades del Sistema Endocrino/etiología , Hipertensión Esencial/diagnóstico , Europa (Continente) , Femenino , Humanos , Hiperaldosteronismo/diagnóstico , Hipertensión/clasificación , Hipertensión/etiología , Masculino , Persona de Mediana Edad , Paraganglioma/complicaciones , Paraganglioma/diagnóstico , Feocromocitoma/complicaciones , Feocromocitoma/diagnóstico , Estudios Retrospectivos
15.
Ann Hum Genet ; 74(1): 17-26, 2010 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-20059470

RESUMEN

Atypical hemolytic uremic syndrome (aHUS) is caused by several susceptibility genes. A registry including analyses of susceptibility genes, familial occurrence and genotype-phenotype correlation should provide classification insights. Registry data of 187 unrelated index patients included age at onset, gender, family history, relapse of aHUS and potentially triggering conditions. Mutation analyses were performed in the genes CFH, CD46 and CFI and in the six potential susceptibility genes, FHR1 to FHR5 and C4BP. Germline mutations were identified in 17% of the index cases; 12% in CFH, 3% in CD46 and 2% in CFI. Twenty-nine patients had heterozygous mutations and one each had a homozygous and compound heterozygous mutation. Mutations were not found in the genes FHR1-5 and C4BP. In 40% of the patients with familial HUS a mutation was found. Penetrance by age 45 was 50% among carriers of any mutation including results of relatives of mutation-positive index cases. The only risk factor for a mutation was family history of HUS (p = 0.02). Penetrance of aHUS in carriers of mutations is not complete. Occurrence of homo- and heterozygous mutations in the same gene suggests that the number of necessary DNA variants remains unclear. Among clinical information only familial occurrence predicts a mutation.


Asunto(s)
Predisposición Genética a la Enfermedad , Síndrome Hemolítico-Urémico/epidemiología , Síndrome Hemolítico-Urémico/genética , Adolescente , Adulto , Edad de Inicio , Anciano , Niño , Preescolar , Factor H de Complemento/genética , Factor I de Complemento/genética , Femenino , Humanos , Lactante , Masculino , Proteína Cofactora de Membrana , Persona de Mediana Edad , Mutación , Penetrancia , Polimorfismo Conformacional Retorcido-Simple , Factores de Riesgo
16.
N Engl J Med ; 357(13): 1311-5, 2007 Sep 27.
Artículo en Inglés | MEDLINE | ID: mdl-17898100

RESUMEN

The first description of pheochromocytoma in 1886 has been attributed to Felix Fränkel, who described an 18-year-old woman with bilateral adrenal "sarcoma and angio-sarcoma." We reviewed the publication and then approached and assessed relatives of the patient to update the findings with the use of current technology. In-depth review revealed that the histopathological findings were consistent with pheochromocytoma. Because the proband was young and had bilateral disease at diagnosis, we hypothesized that she had an inherited condition. The presence of germ-line RET mutations in four living relatives demonstrates that the original patient and her family had multiple endocrine neoplasia type 2 and provides molecular evidence that she had pheochromocytoma.


Asunto(s)
Neoplasias de las Glándulas Suprarrenales/historia , Mutación de Línea Germinal , Neoplasia Endocrina Múltiple Tipo 2a/genética , Feocromocitoma/historia , Neoplasias de las Glándulas Suprarrenales/genética , Carcinoma Medular/genética , Análisis Mutacional de ADN , Femenino , Historia del Siglo XIX , Humanos , Masculino , Neoplasia Endocrina Múltiple Tipo 2a/historia , Linaje , Feocromocitoma/genética , Neoplasias de la Tiroides/genética
17.
Praxis (Bern 1994) ; 109(11): 879-887, 2020 Sep.
Artículo en Alemán | MEDLINE | ID: mdl-32873165

RESUMEN

CME: Pituitary Incidentaloma in Adults: Key Knowledge for the General Practice Abstract. Incidentally detected pituitary masses, so-called pituitary incidentalomas, are increasing in frequency as the frequency of performing imaging increases. Evaluation of the imaging from a trained neuroradiologist as well as additional endocrinological and, if necessary, neuroophtalmological studies are part of the initial assessment that drives the treatment decision: in the case of benign small lesions with unremarkable assessment results, follow-up is indicated, whereas potentially malignant lesions or lesions with endocrinological or neuroophtalmological irregularities are usually treated. In borderline cases, interdisciplinary work is beneficial for the determination of the case-specific treatment procedure.


Asunto(s)
Medicina General , Neoplasias Hipofisarias , Adulto , Humanos , Hallazgos Incidentales , Neoplasias Hipofisarias/diagnóstico
18.
Praxis (Bern 1994) ; 109(12): 952-954, 2020 Sep.
Artículo en Alemán | MEDLINE | ID: mdl-32933395

RESUMEN

CME/Answers: Pituitary Incidentaloma in Adults: Key Knowledge for the General Practice Abstract. Incidentally detected pituitary masses, so-called pituitary incidentalomas, are increasing in frequency as the frequency of performing imaging increases. Evaluation of the imaging from a trained neuroradiologist as well as additional endocrinological and, if necessary, neuroophtalmological studies are part of the initial assessment that drives the treatment decision: in the case of benign small lesions with unremarkable assessment results, follow-up is indicated, whereas potentially malignant lesions or lesions with endocrinological or neuroophtalmological irregularities are usually treated. In borderline cases, interdisciplinary work is beneficial for the determination of the case-specific treatment procedure.


Asunto(s)
Medicina General , Neoplasias Hipofisarias , Adulto , Medicina Familiar y Comunitaria , Humanos , Hallazgos Incidentales , Neoplasias Hipofisarias/diagnóstico
19.
Clin Endocrinol (Oxf) ; 70(3): 354-7, 2009 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-19067729

RESUMEN

About 30% of phaeochromocytoma and paraganglioma patients harbour a germline mutation in one of the known susceptibility genes and in more than one-third of these patients there is no family history for these tumours. The genetic classification, risk assessment and specific management of the patients and at risk family members play an important role in preventive medicine. Distinct diagnostic or therapeutic approaches related to the genetic testing results are and will be even more relevant in the future for the detection of mutation carriers. In addition to a positive family history, other clinical features such as young age at time of manifestation, multifocal tumours and specific tumour location are highly associated with the presence of a germline mutation - genetic testing in these cases should be mandatory. Since several genes are involved in the genetics of phaeochromocytoma and paraganglioma, prioritizing which gene(s) to be tested first by using simple clinical information can reduce the efforts and costs of this analysis. The clinicians offering and performing the genetic testing should provide or make available adequate counselling as well as access to preventive and surveillance options to patients. Collaboration with referral centres and research groups in this field can help to coordinate the management of these patients.


Asunto(s)
Neoplasias de las Glándulas Suprarrenales/genética , Pruebas Genéticas , Mutación de Línea Germinal/genética , Paraganglioma/genética , Feocromocitoma/genética , Neoplasias de las Glándulas Suprarrenales/diagnóstico , Predisposición Genética a la Enfermedad/epidemiología , Predisposición Genética a la Enfermedad/genética , Humanos , Paraganglioma/diagnóstico , Feocromocitoma/diagnóstico , Proteínas Proto-Oncogénicas c-ret/genética , Factores de Riesgo , Succinato Deshidrogenasa/genética , Proteína Supresora de Tumores del Síndrome de Von Hippel-Lindau/genética
20.
Hormones (Athens) ; 8(1): 29-38, 2009.
Artículo en Inglés | MEDLINE | ID: mdl-19269919

RESUMEN

Pheochromocytomas and Paragangliomas (PGL) form the group of paraganglial tumours which can occur in any paraganglia from the skull base to the pelvic floor. The terminology is not uniform. While the World Health Organization (WHO) applies pheochromocytoma exclusively to adrenal tumours, many clinicians use the term pheochromocytoma also for extra-adrenal abdominal and thoracic tumours, since by tradition pheochromocytoma is a vasoactive tumour. In contrast, head and neck paraganglioma is mostly only a space-occupying mass. The diagnosis is confirmed by both biochemical testing and radiological imaging. One third of patients with pheochromocytomas and paragangliomas are carriers of germline mutations in one of 6 genes and thus have a hereditary disorder. About 1% of Neurofibromatosis (NF) 1 patients have pheochromocytomas. All pheochromocytoma patients with NF 1 also show cutaneous lesions. About 50% of MEN2 patients harbour pheochromocytoma. The dominant lesion in this entity is Medullary Thyroid Carcinoma (MTC) occurring in up to 100% of patients. Von Hippel-Lindau disease (VHL)is found in about 20% of patients in association with pheochromocytoma. VHL is classified as type 1 predominantly without and type 2 predominantly with pheochromocytoma. Other important components of VHL are hemangioblastomas of the eye and Central Nervous System (CNS), renal clear cell carcinoma, multiple pancreatic cysts and islet cell carcinoma. PGL syndromes have been genetically characterized as PGL 1, 3 and 4 and are caused by mutations in the succinate dehydrogenase (SDH) subunit D, C and B genes, respectively (SDHD, SDHC and SDHB). Paraganglioma syndromes include predisposition to paraganglial tumours in any location, whereas PGL 3 patients mostly show only head and neck paragangliomas. All syndromes associated with paraganglial tumours are autosomal dominantly transmitted, but patients with SDHD mutations develop tumours only if they inherit the mutation from the father. Familial paraganglial tumours are characterized by younger age at diagnosis and more frequently multifocal and extra-adrenal abdominal pheochromocytomas. Patients with PGL 4 and less frequently VHL, are particularly predisposed to malignant pheochromocytoma. Endoscopic surgery is the primary treatment for pheochromocytoma. For malignant cases, chemotherapeutic as well as radionuclear approaches are available. No specific treatment has been proposed for prevention of the disease in inherited disorders. Thus, early diagnosis and regular follow-up are the only means for a better outcome.


Asunto(s)
Paraganglioma/genética , Feocromocitoma/genética , Neoplasias de las Glándulas Suprarrenales/diagnóstico , Neoplasias de las Glándulas Suprarrenales/genética , Carcinoma Medular/genética , Humanos , Neoplasia Endocrina Múltiple Tipo 2a/genética , Neurofibromatosis 1/genética , Paraganglioma/diagnóstico , Feocromocitoma/diagnóstico , Succinato Deshidrogenasa/genética , Neoplasias de la Tiroides/diagnóstico , Neoplasias de la Tiroides/genética , Enfermedad de von Hippel-Lindau/genética
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