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1.
J Pathol ; 263(4-5): 418-428, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38795318

ABSTRACT

Neuroendocrine neoplasms (NENs) encompass tumors arising from neuroendocrine cells in various organs, including the gastrointestinal tract, pancreas, adrenal gland, and paraganglia. Despite advancements, accurately predicting the aggressiveness of gastroenteropancreatic (GEP) NENs based solely on pathological data remains challenging, thereby limiting optimal clinical management. Our previous research unveiled a crucial link between hypermethylation of the protocadherin PCDHGC3 gene and neuroendocrine tumors originating from the paraganglia and adrenal medulla. This epigenetic alteration was associated with increased metastatic potential and succinate dehydrogenase complex (SDH) dysfunction. Expanding upon this discovery, the current study explored PCDHGC3 gene methylation within the context of GEP-NENs in a cohort comprising 34 cases. We uncovered promoter hypermethylation of PCDHGC3 in 29% of GEP-NENs, with a significantly higher prevalence in gastrointestinal (GI) neuroendocrine carcinomas (NECs) compared with both pancreatic (Pan) NECs and neuroendocrine tumors (NETs) of GI and Pan origin. Importantly, these findings were validated in one of the largest multi-center GEP-NEN cohorts. Mechanistic analysis revealed that PCDHGC3 hypermethylation was not associated with SDH mutations or protein loss, indicating an SDH-independent epigenetic mechanism. Clinically, PCDHGC3 hypermethylation emerged as a significant prognostic factor, correlating with reduced overall survival rates in both patient cohorts. Significantly, whereas PCDHGC3 hypermethylation exhibited a strong correlation with TP53 somatic mutations, a hallmark of NEC, its predictive value surpassed that of TP53 mutations, with an area under the curve (AUC) of 0.95 (95% CI 0.83-1.0) for discriminating GI-NECs from GI-NETs, highlighting its superior predictive performance. In conclusion, our findings position PCDHGC3 methylation status as a promising molecular biomarker for effectively stratifying patients with GI-NENs. This discovery has the potential to advance patient care by enabling more precise risk assessments and tailored treatment strategies. © 2024 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.


Subject(s)
Biomarkers, Tumor , Carcinoma, Neuroendocrine , DNA Methylation , Intestinal Neoplasms , Humans , Biomarkers, Tumor/genetics , Carcinoma, Neuroendocrine/genetics , Carcinoma, Neuroendocrine/pathology , Male , Female , Intestinal Neoplasms/genetics , Intestinal Neoplasms/pathology , Middle Aged , Cadherins/genetics , Aged , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , Epigenesis, Genetic , Promoter Regions, Genetic , Neuroendocrine Tumors/genetics , Neuroendocrine Tumors/pathology , Adult
2.
Int J Food Sci Nutr ; : 1-9, 2024 May 26.
Article in English | MEDLINE | ID: mdl-38797529

ABSTRACT

Over the last decades, the abandonment of traditional dietary patterns, such as the Mediterranean diet, represents an important threat for human health and environmental safeguard. The DELICIOUS project aims to promote healthy lifestyles among children and adolescents by implementing activities and tools to increase the adherence to the Mediterranean Diet with an attention to the environmental impacts of the diet. This study protocol describes the DELICIOUS project as a single-arm, uncontrolled behavioural intervention providing formal and non-formal education activities, development of new snacks and recipe reformulation, web/mobile app development, and physical activities to school children and adolescents in five European countries. The project aims to increase awareness of the nutritional benefits and the sustainability aspects of the Mediterranean Diet and to promote consumers' empowerment through an online platform for sustainable and healthy meal planning in the school canteen.

3.
J Hypertens ; 42(2): 252-259, 2024 Feb 01.
Article in English | MEDLINE | ID: mdl-37851004

ABSTRACT

PURPOSE: To identify presurgical and surgical risk factors for intraoperative hypertensive crisis in patients with pheochromocytomas and sympathetic paragangliomas (PGLs) (PPGLs). METHODS: Retrospective multicenter cohort study of patients with PPGLs from 18 tertiary hospitals. Intraoperative hypertensive crisis was defined as systolic blood pressure (SBP) greater than 200 mmHg lasting more than 1 min and postoperative hypertensive crisis as SBP greater than 180 mmHg or diastolic blood pressure (DBP) greater than 110 mmHg. RESULTS: A total of 296 surgeries were included. Alpha presurgical blockade was employed in 93.2% of the cases and beta-adrenergic in 53.4%. Hypertensive crisis occurred in 20.3% ( n  = 60) of the surgeries: intraoperative crisis in 56 and postoperative crisis in 6 cases (2 cases had both types of crises). We identified as risk factors of intraoperative hypertensive crisis, absence of presurgical glucocorticoid therapy (odds ratio [OR] 3.48; 95% confidence interval [CI] 1.19-10.12) higher presurgical SBP (OR 1.22 per each 10 mmHg, 95% CI 1.03-1.45), a larger tumor size (OR 1.09 per each 10 mm, 95% CI 1.00-1.19) and absence of oral sodium repletion (OR 2.59, 95% CI 1.25-5.35). Patients with hypertensive crisis had a higher rate of intraoperative bleeding ( P  < 0.001), of intraoperative hemodynamic instability ( P  < 0.001) and of intraoperative hypotensive episodes ( P  < 0.001) than those without hypertensive crisis. CONCLUSION: Intraoperative hypertensive crisis occurs in up to 20% of the PPGL resections. Patients not pretreated with glucocorticoid therapy before surgery, with larger tumors and higher presurgical SBP and who do not receive oral sodium repletion have a higher risk for developing hypertensive crisis during and after PPGL surgery.


Subject(s)
Adrenal Gland Neoplasms , Hypertension , Hypertensive Crisis , Paraganglioma , Pheochromocytoma , Humans , Pheochromocytoma/complications , Pheochromocytoma/surgery , Pheochromocytoma/pathology , Hypertension/epidemiology , Cohort Studies , Glucocorticoids , Blood Pressure/physiology , Paraganglioma/complications , Paraganglioma/surgery , Risk Factors , Adrenal Gland Neoplasms/complications , Adrenal Gland Neoplasms/surgery , Adrenal Gland Neoplasms/pathology , Sodium , Retrospective Studies
4.
Front Endocrinol (Lausanne) ; 14: 1279828, 2023.
Article in English | MEDLINE | ID: mdl-38155946

ABSTRACT

Purpose: To evaluate the rate of recurrence among patients with pheochromocytomas and sympathetic paragangliomas (PGLs; together PPGLs) and to identify predictors of recurrence (local recurrence and/or metastatic disease). Methods: This retrospective multicenter study included information of 303 patients with PPGLs in follow-up in 19 Spanish tertiary hospitals. Recurrent disease was defined by the development of local recurrence and/or metastatic disease after initial complete surgical resection. Results: A total of 303 patients with PPGLs that underwent 311 resections were included (288 pheochromocytomas and 15 sympathetic PGLs). After a median follow-up of 4.8 years (range 1-19), 24 patients (7.9%) had recurrent disease (3 local recurrence, 17 metastatic disease and 4 local recurrence followed by metastatic disease). The median time from the diagnosis of the PPGL to the recurrence was of 11.2 months (range 0.5-174) and recurrent disease cases distributed uniformly during the follow-up period. The presence of a pathogenic variant in SDHB gene (hazard ratio [HR] 13.3, 95% CI 4.20-41.92), higher urinary normetanephrine levels (HR 1.02 per each increase in standard deviation, 95% CI 1.01-1.03) and a larger tumor size (HR 1.01 per each increase in mm, 95% CI 1.00-1.02) were independently associated with disease recurrence. Conclusion: The recurrence of PPGLs occurred more frequently in patients with SDHB mutations, with larger tumors and with higher urinary normetanephrine levels. Since PPGL recurrence may occur at any time after the initial PPGL diagnosis is performed, we recommend performing a strict follow-up in all patients with PPGLs, especially in those patients with a higher risk of recurrent disease.


Subject(s)
Adrenal Gland Neoplasms , Brain Neoplasms , Neoplasms, Second Primary , Paraganglioma , Pheochromocytoma , Humans , Pheochromocytoma/pathology , Normetanephrine , Neoplasm Recurrence, Local , Paraganglioma/pathology , Adrenal Gland Neoplasms/diagnosis
5.
Front Psychol ; 14: 1209245, 2023.
Article in English | MEDLINE | ID: mdl-37799531

ABSTRACT

Introduction: This study aims to assess the extent of rejection and instances of stigmatization linked to obesity within the Spanish population, encompassing a diverse spectrum of weights ranging from normal weight to morbid obesity. Additionally, the study seeks to identify the primary factors influencing these experiences and further examines the impact of bariatric surgery on such dynamics. Materials and methods: Multicenter observational study with involving a total of 1,018 participants who were recruited from various Obesity Units. Negatives attitudes towards people with obesity were assessed through three questionnaires: (i) Antifat Attitudes Scale (AFA), (ii) Stigmatizing Situations Inventory (SSI) and (iii) Weight Bias Internalization Scale (WBIS). Subjects were categorized into four groups based on their BMI and history of prior bariatric surgery. Results: The cumulative score across all questionnaires (AFA, SSI and WBIS) exhibited a progressive increase, from participants with normal weight to those with obesity (p < 0.001 for all). Within the AFA questionnaire, males showed more rejection towards people with obesity than women, also perceiving obesity as a disease linked to a lack of willpower (p = 0.004 and p = 0.030, respectively). The overall SSI score was negatively associated with age (r = -0.080, p = 0.011), with young participants encountering more stigmatizing experiences than their adult counterparts. Neither employment status nor educational demonstrated a significant association with any of the questionnaires. Interestingly, patients who underwent lost weight following bariatric surgery did not exhibit improved outcomes. Conclusion: Individuals with obesity demonstrate a heightened level of aversion towards the disease compared to those with normal weight. Concurrently, the incidence of stigmatizing encounters displays a concerning escalation among younger individuals.

6.
Cancers (Basel) ; 15(14)2023 Jul 23.
Article in English | MEDLINE | ID: mdl-37509397

ABSTRACT

PURPOSE: to perform an external validation of our predictive model to rule out pheochromocytoma (PHEO) based on unenhanced CT in a cohort of patients with PHEOs and adenomas who underwent adrenalectomy. METHODS: The predictive model was previously developed in a retrospective cohort of 1131 patients presenting with adrenal lesions. In the present study, we performed an external validation of the model in another cohort of 214 patients with available histopathological results. RESULTS: For the external validation, 115 patients with PHEOs and 99 with adenomas were included. Our previously described predictive model combining the variables of high lipid content and tumor size in unenhanced CT (AUC-ROC: 0.961) had a lower diagnostic accuracy in our current study population for the prediction of PHEO (AUC: 0.750). However, when we excluded atypical adenomas (with Hounsfield units (HU) > 10, n = 39), the diagnostic accuracy increased to 87.4%. In addition, in the whole cohort (including atypical adenomas), when MRI information was included in the model, the diagnostic accuracy increased to up to 85% when the variables tumor size, high lipid content in an unenhanced CT scan, and hyperintensity in the T2 sequence in MRI were included. The probability of PHEO was <0.3% for adrenal lesions <20 mm with >10 HU and without hyperintensity in T2. CONCLUSION: Our study confirms that our predictive model combining tumor size and lipid content has high reliability for the prediction of PHEO when atypical adrenal lesions are excluded. However, for atypical adrenal lesions with >10 HU in an unenhanced CT scan, MRI information is necessary for a proper exclusion of the PHEO diagnosis.

7.
Front Endocrinol (Lausanne) ; 14: 1162725, 2023.
Article in English | MEDLINE | ID: mdl-37383401

ABSTRACT

Introduction: Paragangliomas (PGL), a type of neuroendocrine tumor, pose a significant diagnostic challenge due to their potential for unpredictable locations and asymptomatic presentation. Misdiagnosis of peripancreatic PGLs, particularly as pancreatic neuroendocrine tumors (PANNETs), is a pressing issue as it can negatively impact both pre- and post-treatment decision-making. The aim of our study was to identify microRNA markers for the reliable differential diagnosis of peripancreatic PGLs and PANNETs, addressing a crucial unmet need in the field and advancing the standard of care for these patients. Methods: Morphing projections tool was used to analyze miRNA data from PGL and PANNET tumors present in the TCGA database. The findings were validated using two additional databases: GSE29742 and GSE73367. Results: Our research uncovered substantial differences in the miRNA expression profiles of PGL and PANNET, leading to the identification of 6 key miRNAs (miR-10b-3p, miR-10b-5p, and the miRNA families miR-200c/141 and miR-194/192) that can effectively differentiate between the two types of tumors. Discussion: These miRNA levels hold potential as biomarkers for improved diagnosis, offering a solution to the diagnostic challenge posed by these tumors and potentially improving the standard of care for patients.


Subject(s)
MicroRNAs , Neuroendocrine Tumors , Pancreatic Neoplasms , Paraganglioma , Humans , MicroRNAs/genetics , Neuroendocrine Tumors/diagnosis , Neuroendocrine Tumors/genetics , Paraganglioma/diagnosis , Paraganglioma/genetics , Databases, Factual , Pancreatic Neoplasms/diagnosis , Pancreatic Neoplasms/genetics
8.
IEEE J Biomed Health Inform ; 27(6): 3083-3092, 2023 06.
Article in English | MEDLINE | ID: mdl-37030704

ABSTRACT

One of the major goals in gene expression data analysis is to explore and discover groups of genes and groups of biological conditions with meaningful relationships. While this problem can be addressed by algorithms, their results require an analysis within context, since they may be affected by many side processes -such as tissue differentiation- that could hinder the target goal. Visual analytics-based methods for exploratory analysis of the gene expression matrix (GEM) are essential in biomedical research since they allow us to frame the analysis within the user's knowledge domain. In this paper, we present a visual analytics approach to discover relevant connections between genes and samples based on linking a reordered GEM heatmap and dual 2D projections of its rows and columns, which can be recomputed conditioned by subsets of genes and/or samples selected by the user during the analysis. We demonstrate the capability of our approach to discover relevant knowledge in three case studies involving two cancer types plus normal tissue from the TCGA database.


Subject(s)
Algorithms , Gene Expression Profiling , Humans , Gene Expression Profiling/methods , Databases, Genetic , Gene Expression
9.
Neuroendocrinology ; 113(6): 657-666, 2023.
Article in English | MEDLINE | ID: mdl-36693324

ABSTRACT

INTRODUCTION: It is estimated that 30-40% of patients with apparently sporadic pheochromocytomas (PHEOs) have an inherited predisposition syndrome. The aim of our study was to develop a predictive model of hereditary PHEO based on the clinical, hormonal, and radiological features present at the diagnosis of patients with PHEOs. METHODS: A retrospective multicenter cohort study of patients with PHEOs with available genetic study from 18 tertiary hospitals. Clinical, biochemical, and radiological features were used to build a multivariate logistic regression model. The estimation of all possible equations was used to select the model with the best diagnostic accuracy (lower Akaike index). RESULTS: A total of 245 patients were included: 169 (69.0%) patients with sporadic PHEOs and 76 (31%) with hereditary PHEOs. The parsimonious predictive model with the highest diagnostic accuracy for the prediction of hereditary PHEO combined the variables age, non-cardiovascular disease, urinary norepinephrine levels, and tumor size. The area under the ROC curve of this model was 0.800 (0.705-0.887). Based on the predictive model, the probability of hereditary PHEO in patients older than 60 years with cardiovascular disease, high levels of urinary norepinephrine and unilateral PHEOs >60 mm was <2%. And if the age was above 80 years, lower than 1%. The probability of sporadic PHEO linearly increased with age (MH Test for linear Trend: χ2 (1) = 30.05; p < 0.001). CONCLUSION: In certain populations such as old patients with cardiovascular disease, with high levels of urinary norepinephrine and large tumors in which the probability of hereditary PHEO is very low, genetic testing could be avoided in the absence of specific suspicion.


Subject(s)
Adrenal Gland Neoplasms , Pheochromocytoma , Humans , Aged, 80 and over , Pheochromocytoma/diagnosis , Pheochromocytoma/genetics , Pheochromocytoma/pathology , Cohort Studies , Genetic Testing , Adrenal Gland Neoplasms/diagnosis , Adrenal Gland Neoplasms/genetics , Adrenal Gland Neoplasms/pathology , Norepinephrine
10.
J Pathol ; 259(1): 103-114, 2023 01.
Article in English | MEDLINE | ID: mdl-36314599

ABSTRACT

Metastatic pheochromocytoma and paraganglioma (PPGL) have poor prognosis and limited therapeutic options. The recent advent of immunotherapies showing remarkable clinical efficacies against various cancer types offers the possibility of novel opportunities also for metastatic PPGL. Most PPGLs are pathogenically linked to inactivating mutations in genes encoding different succinate dehydrogenase (SDH) subunits. This causes activation of the hypoxia-inducible factor 2 (HIF2)-mediated transcriptional program in the absence of decreased intratumoral oxygen levels, a phenomenon known as pseudohypoxia. Genuine hypoxia in a tumor creates an immunosuppressive tumor microenvironment. However, the impact of pseudohypoxia in the immune landscape of tumors remains largely unexplored. In this study, tumoral expression of programmed death-ligand 1 (PD-L1) and HIF2α and tumor infiltration of CD8 T lymphocytes (CTLs) were examined in PPGL specimens from 102 patients. We assessed associations between PD-L1, CTL infiltration, HIF2α expression, and the mutational status of SDH genes. Our results show that high PD-L1 expression levels in tumor cells and CTL tumor infiltration were more frequent in metastatic than nonmetastatic PPGL. However, this phenotype was negatively associated with SDH mutations and high HIF2α protein expression. These data were validated by analysis of mRNA levels of genes expressing PD-L1, CD8, and HIF2α in PPGL included in The Cancer Genome Atlas database. Further, PD-L1 and CD8 expression was lower in norepinephrine than epinephrine-secreting PPGL. This in silico analysis also revealed the low PD-L1 or CD8 expression levels in tumors with inactivating mutations in VHL or activating mutations in the HIF2α-coding gene, EPAS1, which, together with SDH-mutated tumors, comprise the pseudohypoxic molecular subtype of PPGL. These findings suggest that pseudohypoxic tumor cells induce extrinsic signaling toward the immune cells promoting the development of an immunosuppressive environment. It also provides compelling support to explore the differential response of metastatic PPGL to immune checkpoint inhibitors. © 2022 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.


Subject(s)
Adrenal Gland Neoplasms , Paraganglioma , Pheochromocytoma , Humans , Pheochromocytoma/genetics , Pheochromocytoma/pathology , B7-H1 Antigen/genetics , Paraganglioma/genetics , Paraganglioma/pathology , Adrenal Gland Neoplasms/genetics , Adrenal Gland Neoplasms/pathology , Phenotype , Tumor Microenvironment
12.
Endocr Relat Cancer ; 29(12): 645-655, 2022 12 01.
Article in English | MEDLINE | ID: mdl-36069783

ABSTRACT

The objective of our study was to determine the prevalence of glycemic disorders (diabetes mellitus and prediabetes) in patients with pheochromocytomas and sympathetic paragangliomas (PPGLs) and identify risk factors for their development and the likelihood of their resolution after surgery. A multicentric retrospective study of patients with PPGLs submitted to surgery between 2000 and 2021 in 17 Spanish hospitals was performed. Diabetes-specific data were collected at diagnosis, in the immediate- and long-term postsurgical follow-up. A total of 229 patients with PPGLs were included (218 with pheochromocytomas and 11 with sympathetic paragangliomas). Before surgery, glycemic disorders were diagnosed in 35.4% of the patients (n = 81): 54 with diabetes and 27 with prediabetes. The variables independently associated with a higher risk of glycemic disorders were sporadic PPGL (odds ratio (OR) = 3.26 (1.14-9.36)) and hypertension (OR = 3.14 (1.09-9.01)). A significant decrease in fasting plasma glucose and HbA1c levels was observed after surgery, in the short-term and long-term follow-up (P < 0.001). After a median follow-up of 48.5 months (range 3.3-168.9), after surgery, 52% of diabetic and 68% of prediabetic patients experienced a complete resolution. Lower body mass index (BMI) (P = 0.001), lower glucose levels (P = 0.047) and shorter duration of diabetes prior to surgery (P = 0.021) were associated with a higher probability of diabetes resolution. In conclusion, glycemic disorders in patients with PPGLs are present in more than a third of them at diagnosis. Sporadic PPGLs and hypertension are risk factors for their development. More than 50% of cases experience a complete resolution of the glycemic disorder after resection of the PPGLs.


Subject(s)
Adrenal Gland Neoplasms , Hypertension , Paraganglioma , Pheochromocytoma , Prediabetic State , Adrenal Gland Neoplasms/epidemiology , Adrenal Gland Neoplasms/surgery , Blood Glucose , Glycated Hemoglobin , Humans , Hypertension/epidemiology , Paraganglioma/diagnosis , Paraganglioma/epidemiology , Paraganglioma/surgery , Pheochromocytoma/epidemiology , Pheochromocytoma/surgery , Retrospective Studies
13.
Cancers (Basel) ; 14(12)2022 Jun 17.
Article in English | MEDLINE | ID: mdl-35740651

ABSTRACT

Hypoxia-inducible factors (HIF) 2α and 1α are the major oxygen-sensing molecules in eukaryotic cells. HIF2α has been pathogenically linked to paraganglioma and pheochromocytoma (PPGL) arising in sympathetic paraganglia or the adrenal medulla (AM), respectively. However, its involvement in the pathogenesis of paraganglioma arising in the carotid body (CB) or other parasympathetic ganglia in the head and neck (HNPGL) remains to be defined. Here, we retrospectively analyzed HIF2α by immunohistochemistry in 62 PPGL/HNPGL and human CB and AM, and comprehensively evaluated the HIF-related transcriptome of 202 published PPGL/HNPGL. We report that HIF2α is barely detected in the AM, but accumulates at high levels in PPGL, mostly (but not exclusively) in those with loss-of-function mutations in VHL and genes encoding components of the succinate dehydrogenase (SDH) complex. This is associated with upregulation of EPAS1 and the HIF2α-regulated genes COX4I2 and ADORA2A. In contrast, HIF2α and HIF2α-regulated genes are highly expressed in CB and HNPGL, irrespective of VHL and SDH dysfunctions. We also found that HIF2α and HIF1α protein expressions are not correlated in PPGL nor HNPGL. In addition, HIF1α-target genes are almost exclusively overexpressed in VHL-mutated HNPGL/PPGL. Collectively, the data suggest that involvement of HIF2α in the physiology and tumor pathology of human paraganglia is organ-of-origin-dependent and HIF1α-independent.

14.
Lancet Diabetes Endocrinol ; 10(7): 499-508, 2022 07.
Article in English | MEDLINE | ID: mdl-35533704

ABSTRACT

BACKGROUND: The association between cortisol secretion and mortality in patients with adrenal incidentalomas is controversial. We aimed to assess all-cause mortality, prevalence of comorbidities, and occurrence of cardiovascular events in uniformly stratified patients with adrenal incidentalomas and cortisol autonomy (defined as non-suppressible serum cortisol on dexamethasone suppression testing). METHODS: We conducted an international, retrospective, cohort study (NAPACA Outcome) at 30 centres in 16 countries. Eligible patients were aged 18 years or older with an adrenal incidentaloma (diameter ≥1 cm) detected between Jan 1, 1996, and Dec 31, 2015, and availability of a 1 mg dexamethasone suppression test result from the time of the initial diagnosis. Patients with clinically apparent hormone excess, active malignancy, or follow-up of less than 36 months were excluded. Patients were stratified according to the 0800-0900 h serum cortisol values after an overnight 1 mg dexamethasone suppression test; less than 50 nmol/L was classed as non-functioning adenoma, 50-138 nmol/L as possible autonomous cortisol secretion, and greater than 138 nmol/L as autonomous cortisol secretion. The primary endpoint was all-cause mortality. Secondary endpoints were the prevalence of cardiometabolic comorbidities, cardiovascular events, and cause-specific mortality. The primary and secondary endpoints were assessed in all study participants. FINDINGS: Of 4374 potentially eligible patients, 3656 (2089 [57·1%] with non-functioning adenoma, 1320 [36·1%] with possible autonomous cortisol secretion, and 247 [6·8%] with autonomous cortisol secretion) were included in the study cohort for mortality analysis (2350 [64·3%] women and 1306 [35·7%] men; median age 61 years [IQR 53-68]; median follow-up 7·0 years [IQR 4·7-10·2]). During follow-up, 352 (9·6%) patients died. All-cause mortality (adjusted for age, sex, comorbidities, and previous cardiovascular events) was significantly increased in patients with possible autonomous cortisol secretion (HR 1·52, 95% CI 1·19-1·94) and autonomous cortisol secretion (1·77, 1·20-2·62) compared with patients with non-functioning adenoma. In women younger than 65 years, autonomous cortisol secretion was associated with higher all-cause mortality than non-functioning adenoma (HR 4·39, 95% CI 1·93-9·96), although this was not observed in men. Cardiometabolic comorbidities were significantly less frequent with non-functioning adenoma than with possible autonomous cortisol secretion and autonomous cortisol secretion (hypertension occurred in 1186 [58·6%] of 2024 patients with non-functioning adenoma, 944 [74·0%] of 1275 with possible autonomous cortisol secretion, and 179 [75·2%] of 238 with autonomous cortisol secretion; dyslipidaemia occurred in 724 [36·2%] of 1999 patients, 547 [43·8%] of 1250, and 123 [51·9%] of 237; and any diabetes occurred in 365 [18·2%] of 2002, 288 [23·0%] of 1250, and 62 [26·7%] of 232; all p values <0·001). INTERPRETATION: Cortisol autonomy is associated with increased all-cause mortality, particularly in women younger than 65 years. However, until results from randomised interventional trials are available, a conservative therapeutic approach seems to be justified in most patients with adrenal incidentaloma. FUNDING: Deutsche Forschungsgemeinschaft, Associazione Italiana per la Ricerca sul Cancro, Università di Torino.


Subject(s)
Adenoma , Adrenal Gland Neoplasms , Hypertension , Adenoma/complications , Adrenal Gland Neoplasms/complications , Adrenal Gland Neoplasms/epidemiology , Cohort Studies , Dexamethasone , Female , Humans , Hydrocortisone , Hypertension/complications , Male , Middle Aged , Retrospective Studies
15.
Endocr Relat Cancer ; 28(11): 695-703, 2021 09 08.
Article in English | MEDLINE | ID: mdl-34379605

ABSTRACT

We aimed to identify presurgical and surgical risk factors for intraoperative complications in patients with pheochromocytomas. A retrospective study of patients with pheochromocytomas who underwent surgery in ten Spanish hospitals between 2011 and 2021 was performed. One hundred and sixty-two surgeries performed in 159 patients were included. The mean age was 51.6 ± 16.4 years old and 52.8% were women. Median tumour size was 40 mm (range 10-110). Laparoscopic adrenalectomy was performed in 148 patients and open adrenalectomy in 14 patients. Presurgical alpha- and beta-blockade was performed in 95.1% and 51.9% of the surgeries, respectively. 33.3% of the patients (n = 54) had one or more intraoperative complications. The most common complication was the hypertensive crisis in 21.0%, followed by prolonged hypotension in 20.0%, and hemodynamic instability in 10.5%. Patients pre-treated with doxazosin required intraoperative hypotensive treatment more commonly than patients pre-treated with other antihypertensive drugs (51.1% vs 26.5%, P = 0.002). Intraoperative complications were more common in patients with higher levels of urine metanephrine (OR = 1.01 for each 100 µg/24 h, P = 0.026) and normetanephrine (OR = 1.00 for each 100 µg/24 h, P = 0.025), larger tumours (OR = 1.4 for each 10 mm, P < 0.001), presurgical blood pressure > 130/80 mmHg (OR = 2.25, P = 0.027), pre-treated with doxazosin (OR = 2.20, P = 0.023) and who had not received perioperative hydrocortisone (OR = 3.95, P = 0.008). In conclusion, intraoperative complications in pheochromocytoma surgery are common and can be potentially life-threatening. Higher metanephrine and normetanephrine levels, larger tumour size, insufficient blood pressure control before surgery, pre-treatment with doxazosin, and the lack of treatment with perioperative hydrocortisone are associated with higher risk of intraoperative complications.


Subject(s)
Adrenal Gland Neoplasms , Hypotension , Pheochromocytoma , Adrenal Gland Neoplasms/pathology , Adrenalectomy/adverse effects , Adult , Aged , Doxazosin/therapeutic use , Female , Humans , Hydrocortisone , Intraoperative Complications/drug therapy , Intraoperative Complications/etiology , Intraoperative Complications/surgery , Metanephrine/urine , Middle Aged , Normetanephrine , Pheochromocytoma/pathology , Postoperative Complications/drug therapy , Postoperative Complications/epidemiology , Postoperative Complications/etiology , Retrospective Studies , Risk Factors
16.
Am J Med Genet A ; 185(12): 3872-3876, 2021 12.
Article in English | MEDLINE | ID: mdl-34313384

ABSTRACT

Pheochromocytoma/paraganglioma (Pheo/PGL) associated with pituitary adenoma (PA) is rare in clinical practice, and a common pathogenic mechanism has been suggested owing to the germline pathogenic variants found in some cases. Our aim is to propose a reassignment for a recurrent MEN1 genetic variant found in a 54-year-old male patient with bilateral pheochromocytoma and GH-secreting PA. Pheo/PGL genes study was carried out in DNA samples from Pheo as well as PA and no pathological variants or large deletions were detected. Additionally, a MEN1 gene analysis was performed, and a heterozygous germline variant in exon 10: c.1618C>T; p.(Pro540Ser) was found. No MEN1 gene deletions/duplications were detected. In evaluating a causal relationship between the c.1618C>T MEN1 variant and both tumors, we took into account that missense variants are common pathogenic variants in MEN1, and the population frequency of this variant is too high to be considered pathogenic. His son (aged 38 and carrier) is asymptomatic, and computational analysis showed discrepancies. We propose that this recurrent variant, previously considered as likely pathogenic, subsequently as variant of uncertain significance, and likely benign should now be reclassified as benign.


Subject(s)
Paraganglioma/genetics , Pheochromocytoma/genetics , Pituitary Neoplasms/genetics , Proto-Oncogene Proteins/genetics , Adult , Germ-Line Mutation , Heterozygote , Humans , Male , Middle Aged , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/pathology , Paraganglioma/complications , Paraganglioma/pathology , Pheochromocytoma/complications , Pheochromocytoma/pathology , Pituitary Neoplasms/complications , Pituitary Neoplasms/pathology
17.
Eur J Endocrinol ; 185(4): 485-496, 2021 Aug 27.
Article in English | MEDLINE | ID: mdl-34313605

ABSTRACT

OBJECTIVE: Pituitary adenomas (PA) are rare in young patients, and additional studies are needed to fully understand their pathogenesis in this population. We describe the clinical and genetic characteristics of apparently sporadic PA in a cohort of young patients. DESIGN: Clinical and molecular analysis of 235 patients (age ≤ 30 years) with PA. Clinicians from several Spanish and Chilean hospitals provided data. METHODS: Genetic screening was performed via next-generation sequencing and comparative genomic hybridization array. Clinical variables were compared among paediatric, adolescent (<19 years) and young adults' (≥19-30 years) cohorts and types of adenomas. Phenotype-genotype associations were examined. RESULTS: Among the total cohort, mean age was 17.3 years. Local mass effect symptoms were present in 22.0%, and prolactinomas were the most frequent (44.7%). Disease-causing germline variants were identified in 22 individuals (9.3%), more exactly in 13.1 and 4.7% of the populations aged between 0-19 and 19-30 years, respectively; genetically positive patients were younger at diagnosis and had larger tumour size. Healthy family carriers were also identified. CONCLUSIONS: Variants in genes associated with syndromic forms of PAs were detected in a large cohort of apparently sporadic pituitary tumours. We have identified novel variants in well-known genes and set the possibility of incomplete disease penetrance in carriers of MEN1 alterations or a limited clinical expression of the syndrome. Despite the low penetrance observed, screening of AIP and MEN1 variants in young patients and relatives is of clinical value.


Subject(s)
Adenoma , Pituitary Neoplasms , Adenoma/diagnosis , Adenoma/epidemiology , Adenoma/genetics , Adolescent , Adult , Age of Onset , Child , Child, Preschool , Chile/epidemiology , Cohort Studies , Female , Gene Frequency , Genetic Association Studies , Genetic Predisposition to Disease , Genetic Testing , Germ-Line Mutation , Humans , Infant , Infant, Newborn , Loss of Heterozygosity , Male , Pituitary Neoplasms/diagnosis , Pituitary Neoplasms/epidemiology , Pituitary Neoplasms/genetics , Spain/epidemiology , Young Adult
18.
Bioinformatics ; 37(11): 1571-1580, 2021 07 12.
Article in English | MEDLINE | ID: mdl-33245098

ABSTRACT

MOTIVATION: Biomedical research entails analyzing high dimensional records of biomedical features with hundreds or thousands of samples each. This often involves using also complementary clinical metadata, as well as a broad user domain knowledge. Common data analytics software makes use of machine learning algorithms or data visualization tools. However, they are frequently one-way analyses, providing little room for the user to reconfigure the steps in light of the observed results. In other cases, reconfigurations involve large latencies, requiring a retraining of algorithms or a large pipeline of actions. The complex and multiway nature of the problem, nonetheless, suggests that user interaction feedback is a key element to boost the cognitive process of analysis, and must be both broad and fluid. RESULTS: In this article, we present a technique for biomedical data analytics, based on blending meaningful views in an efficient manner, allowing to provide a natural smooth way to transition among different but complementary representations of data and knowledge. Our hypothesis is that the confluence of diverse complementary information from different domains on a highly interactive interface allows the user to discover relevant relationships or generate new hypotheses to be investigated by other means. We illustrate the potential of this approach with three case studies involving gene expression data and clinical metadata, as representative examples of high dimensional, multidomain, biomedical data. AVAILABILITY AND IMPLEMENTATION: Code and demo app to reproduce the results available at https://gitlab.com/idiazblanco/morphing-projections-demo-and-dataset-preparation. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Algorithms , Software , Data Interpretation, Statistical , Machine Learning , Metadata
19.
Eur J Endocrinol ; 184(1): 179-187, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33112275

ABSTRACT

OBJECTIVE: Due to the rarity of Cushing's syndrome (CS) in children and adolescents, data are scarce about BMI during active disease and following remission. Therefore, our aim was to analyze BMI after long-term remission and determine predictive factors for promptly identifying patients at risk of being overweight or obese after remission for CS. DESIGN: Retrospective cohort study. PATIENTS: 73 patients: 58 (79.4%) had Cushing disease, 40 males (58%), median age of 12 years (IQR: 9-15). The mean follow-up time was 22.4 ± 18.2 months (range: 4-98). METHODS: Main outcome measures: BMI, lipid profile, blood pressure, HOMA-IR. RESULTS: At diagnosis, only eight (11%) patients had a normal weight. Although the BMI z-score at the last follow-up improved (2.0 ± 0.7 to 1.0 ± 1.2, P < 0.001), 44% remained overweight or obese after 2 years of remission according to the Kaplan-Meier curves. The BMI z-scores at the last follow-up correlated only with HOMA-IR levels (r: 0.49, P = 0.027). We found two independent factors related to reaching a normal weight: BMI z-score at diagnosis (HR: 0.156, 95% CI: 0.038-0.644; P = 0.01) and BMI z-score change at 6 ± 2 months (HR: 2.980, 95% CI:1.473-6.028; P = 0.002), which had high accuracy when a cut-off of 0.5 was used for ROC analysis (AUC = 0.828 (0.67-0.97); P < 0.001). CONCLUSIONS: Children and adolescents with CS have a high risk of being overweight or obese after successful treatment for their disease. At risk patients can be identified quickly based on their baseline BMI and initial weight loss after surgery. Efforts should focus on adopting healthy diet and lifestyle in the immediate postoperative period.


Subject(s)
Cushing Syndrome/complications , Overweight/etiology , Pediatric Obesity/etiology , Adolescent , Adult , Body Mass Index , Child , Cohort Studies , Female , Humans , Kaplan-Meier Estimate , Lipids/blood , Male , Overweight/epidemiology , Pediatric Obesity/epidemiology , Predictive Value of Tests , Young Adult
20.
Pituitary ; 23(2): 129-139, 2020 Apr.
Article in English | MEDLINE | ID: mdl-31823249

ABSTRACT

AIM: The ACROPRAXIS program aims to describe the management of acromegaly in Spain and provide guidance. METHODS: Ninety-three endocrinologists were organized into 13 panels to discuss the practical issues in managing acromegaly. Based on the key learnings, an online Delphi survey with 62 statements was performed, so those statements achieving consensus could be used as guidance. Statements were rated on a 9-point scale (9, full agreement; consensus > 66.6% of response in the same tertile). RESULTS: Ninety-two endocrinologists (98.8%) answered two rounds of the survey (mean age 47.6 years; 59.8% women; median 18.5 years of experience). Consensus was achieved for 49 (79%) statements. DIAGNOSIS: The levels of insulin-like growth factor I (IGFI) is the preferred screening test. If IGFI levels 1-1.3 ULN, the test is repeated and growth hormone (GH) after oral glucose tolerance test (OGTT) is assessed. A pituitary magnetic resonance is performed after biochemical diagnosis. TREATMENT: Surgery is the first treatment choice for patients with microadenoma or macroadenoma with/without optical pathway compression. Pre-surgical somatostatin analogues (SSA) are indicated when surgery is delayed and/or to reduce anaesthesia-associated risks. After unsuccessful surgery, reintervention is performed if the residual tumor is resectable, while if non-resectable, SSA are administered. Follow-up First biochemical and clinical controls are performed 1-3 months after surgery. Disease remission is considered if random GH levels are < 1 µg/L or OGTT is < 1 or ≤ 0.4 µg/L, depending on the assay's sensitivity. CONCLUSION: Current clinical management for acromegaly is homogeneous across Spain and generally follows clinical guidelines.


Subject(s)
Acromegaly/diagnosis , Acromegaly/surgery , Acromegaly/drug therapy , Acromegaly/epidemiology , Adolescent , Adult , Child , Endocrinologists , Female , Glucose Tolerance Test , Growth Hormone/blood , Humans , Insulin-Like Growth Factor I/metabolism , Male , Middle Aged , Somatostatin/analogs & derivatives , Somatostatin/therapeutic use , Spain/epidemiology , Young Adult
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