RIMASaud Institutional Repository of the Regional Health System
Not a member yet
61753 research outputs found
Sort by
Predicting changes in brain metabolism and progression from mild cognitive impairment to dementia using multitask Deep Learning models and explainable AI.
No full text20.500.12530/87855The prediction of Alzheimer's disease (AD) progression from its early stages is a research priority. In this context, the use of Artificial Intelligence (AI) in AD has experienced a notable surge in recent years. However, existing investigations predominantly concentrate on distinguishing clinical phenotypes through cross-sectional approaches. This study aims to investigate the potential of modeling additional dimensions of the disease, such as variations in brain metabolism assessed via [18F]-fluorodeoxyglucose positron emission tomography (FDG-PET), and utilize this information to identify patients with mild cognitive impairment (MCI) who will progress to dementia (pMCI). We analyzed data from 1,617 participants from the Alzheimer's Disease Neuroimaging Initiative (ADNI) who had undergone at least one FDG-PET scan. We identified the brain regions with the most significant hypometabolism in AD and used Deep Learning (DL) models to predict future changes in brain metabolism. The best-performing model was then adapted under a multi-task learning framework to identify pMCI individuals. Finally, this model underwent further analysis using eXplainable AI (XAI) techniques. Our results confirm a strong association between hypometabolism, disease progression, and cognitive decline. Furthermore, we demonstrated that integrating data on changes in brain metabolism during training enhanced the models' ability to detect pMCI individuals (sensitivity=88.4%, specificity=86.9%). Lastly, the application of XAI techniques enabled us to delve into the brain regions with the most significant impact on model predictions, highlighting the importance of the hippocampus, cingulate cortex, and some subcortical structures. This study introduces a novel dimension to predictive modeling in AD, emphasizing the importance of projecting variations in brain metabolism under a multi-task learning paradigm
Update on the diagnosis of the pheochromocytoma.
No full text20.500.12530/87908Pheochromocytoma is a rare neuroendocrine tumour that develops from chromaffin cells in the adrenal medulla and is characterised by the excessive production of catecholamines and their metabolites. Diagnostic confirmation is performed by detecting elevated levels of catecholamines and/or their metabolites in plasma or 24-h urine. In the case of moderate elevations of normetanephrine, the clonidine suppression test may be useful to differentiate between endogenous hypersecretion and false positive results. Once the biochemical diagnosis is performed, the tumour localisation is carried out using imaging techniques and sometimes with nuclear medicine imaging tests. Furthermore, in all patients with pheochromocytomas it is recommended to perform a genetic study to identify hereditary disorders that may be present in more than 30% of cases and to perform a cardiological evaluation to rule out the presence of cardiovascular involvement secondary to the catecholamine hypersecretion
Nivolumab plus platinum-doublet chemotherapy in treatment-naive patients with advanced grade 3 Neuroendocrine Neoplasms of gastroenteropancreatic or unknown origin: The multicenter phase 2 NICE-NEC trial (GETNE-T1913).
No full text20.500.12530/87857The prognosis of patients with advanced high-grade (G3) digestive neuroendocrine neoplasms (NENs) is rather poor. The addition of immune checkpoint inhibition to platinum-based chemotherapy may improve survival. NICE-NEC (NCT03980925) is a single-arm, phase II trial that recruited chemotherapy-naive, unresectable advanced or metastatic G3 NENs of gastroenteropancreatic (GEP) or unknown origin. Patients received nivolumab 360 mg intravenously (iv) on day 1, carboplatin AUC 5 iv on day 1, and etoposide 100 mg/m2/d iv on days 1-3, every 3 weeks for up to six cycles, followed by nivolumab 480 mg every 4 weeks for up to 24 months, disease progression, death or unacceptable toxicity. The primary endpoint was the 12-month overall survival (OS) rate (H0 50%, H1 72%, β 80%, α 5%). Secondary endpoints were objective response rate (ORR), duration of response (DoR), progression-free survival (PFS), and safety. From 2019 to 2021, 37 patients were enrolled. The most common primary sites were the pancreas (37.8%), stomach (16.2%) and colon (10.8%). Twenty-five patients (67.6%) were poorly differentiated carcinomas (NECs) and/or had a Ki67 index >55%. The ORR was 56.8%. Median PFS was 5.7 months (95%CI: 5.1-9) and median OS 13.9 months (95%CI: 8.3-Not reached), with a 12-month OS rate of 54.1% (95%CI: 40.2-72.8) that did not meet the primary endpoint. However, 37.6% of patients were long-term survivors (>2 years). The safety profile was consistent with previous reports. There was one treatment-related death. Nivolumab plus platinum-based chemotherapy was associated with prolonged survival in over one-third of chemonaïve patients with G3 GEP-NENs, with a manageable safety profile
Invasive Treatment Strategy in Adults With Frailty and Non-ST-Segment Elevation Myocardial Infarction: A Secondary Analysis of a Randomized Clinical Trial.
No full text20.500.12530/87908The MOSCA-FRAIL randomized clinical trial compared invasive and conservative treatment strategies in patients with frailty with non-ST-segment elevation myocardial infarction (NSTEMI). It showed no differences in the number of days alive and out of the hospital at 1 year. To assess the outcomes of the MOSCA-FRAIL trial during extended follow-up. The MOSCA-FRAIL randomized clinical trial was conducted at 13 hospitals in Spain between July 7, 2017, and January 9, 2021, and included 167 adults (aged ≥70 years) with frailty (Clinical Frailty Scale score ≥4) and NSTEMI. In this preplanned secondary analysis, follow-up was extended to January 31, 2023. Data analysis was performed from April 5 to 29, 2023, using the intention-to-treat principle. Patients were randomized to a routine invasive (coronary angiography and revascularization if feasible [n = 84]) or a conservative (medical treatment with coronary angiography only if recurrent ischemia [n = 83]) strategy. The primary end point was the difference in restricted mean survival time (RMST). Secondary end points included readmissions for any cause, considering recurrent readmissions. Among the 167 patients included in the analysis, the mean (SD) age was 86 (5) years; 79 (47.3%) were men and 88 (52.7%) were women. A total of 93 deaths and 367 readmissions accrued. The RMST for all-cause death over the entire follow-up was 3.13 (95% CI, 2.72-3.60) years in the invasive and 3.06 (95% CI, 2.84-3.32) years in the conservative treatment groups. The RMST analysis showed inconclusive differences in survival time (invasive minus conservative difference, 28 [95% CI, -188 to 230] days). Patients under invasive treatment tended to have shorter survival in the first year (-28 [95% CI, -63 to 7] days), which improved after the first year (192 [95% CI, 90-230] days). Kaplan-Meier mortality curves intersected, displaying higher mortality to 1 year in the invasive group that shifted to a late benefit (landmark analysis hazard ratio, 0.58 [95% CI, 0.33-0.99]; P = .045). Early harm was more evident in the subgroup with a Clinical Frailty Scale score greater than 4. No differences were found for the secondary end points. In this extended follow-up of a randomized clinical trial of patients with frailty and NSTEMI, an invasive treatment strategy did not improve outcomes at a median follow-up of 1113 (IQR, 443-1441) days. However, a differential distribution of deaths was observed, with early harm followed by later benefit. The phenomenon of depletion of susceptible patients may be responsible for this behavior. ClinicalTrials.gov Identifier: NCT03208153
Phase II, open-label study of frontline tusamitamab ravtansine with pembrolizumab ± chemotherapy in advanced non-squamous non-small cell lung cancer: Updated results from CARMEN-LC05 trial
No full textPersistence, Effectiveness, and Safety of Upadacitinib in Crohn's Disease and Ulcerative Colitis in Real Life: Results From a Spanish Nationwide Study (Ureal Study).
No full text20.500.12530/87870Real-world data on the effectiveness of upadacitinib for inflammatory bowel disease (IBD) are limited. To assess upadacitinib persistence, effectiveness, and safety in a real-world scenario. Retrospective multicenter study of patients with IBD who received upadacitinib before 31st December 2022 and at least 12 weeks before the recruitment date. Clinical effectiveness was assessed based on partial Mayo score for ulcerative colitis (UC) and Harvey-Bradshaw index for Crohn's disease (CD). We included 100 patients (68 with CD, and 32 with UC). Patients had previously received a median of 4 advanced therapies. Twenty-three discontinued the treatment (median follow-up 7.6 months). CD (vs UC) (hazard ratio 3.7; 95% confidence interval [CI]: 1.04-12.9) and age below 40 years at upadacitinib initiation (hazard ratio 2.4; 95% CI: 1.0-5.8) were associated with treatment discontinuation in multivariable analysis. Clinical remission for IBD was achieved in 59% of patients at week 8, 64% at week 12, and 42% at week 52. The proportion of patients with UC previously exposed to tofacitinib (n = 25) who achieved clinical remission was 78% at week 12, and 50% at week 52. Factors associated with clinical remission at week 12 were UC diagnosis (odds ratio [OR] 4.6; 95% CI: 1.3-17), mild or moderate activity at baseline (OR 8; 95% CI: 1.1-56), and not smoking (OR 4.4; 95% CI: 1.5-13). Dose escalation recaptured remission in 60% of patients with relapse. Eighty percent of patients with active immune-mediated diseases or extraintestinal manifestations improved with upadacitinib. Forty-three patients reported adverse events, 11 of them serious. Upadacitinib is effective and safe for treating patients with highly refractory IBD, even in previously treated with Janus kinase inhibitors
Monkeypox virus genomic accordion strategies.
No full text20.500.12530/87858The 2023 monkeypox (mpox) epidemic was caused by a subclade IIb descendant of a monkeypox virus (MPXV) lineage traced back to Nigeria in 1971. Person-to-person transmission appears higher than for clade I or subclade IIa MPXV, possibly caused by genomic changes in subclade IIb MPXV. Key genomic changes could occur in the genome's low-complexity regions (LCRs), which are challenging to sequence and are often dismissed as uninformative. Here, using a combination of highly sensitive techniques, we determine a high-quality MPXV genome sequence of a representative of the current epidemic with LCRs resolved at unprecedented accuracy. This reveals significant variation in short tandem repeats within LCRs. We demonstrate that LCR entropy in the MPXV genome is significantly higher than that of single-nucleotide polymorphisms (SNPs) and that LCRs are not randomly distributed. In silico analyses indicate that expression, translation, stability, or function of MPXV orthologous poxvirus genes (OPGs), including OPG153, OPG204, and OPG208, could be affected in a manner consistent with the established "genomic accordion" evolutionary strategies of orthopoxviruses. We posit that genomic studies focusing on phenotypic MPXV differences should consider LCR variability
2q31 microdeletion syndrome with the velocardiofacial phenotype and review of the literature: a case report.
No full text20.500.12530/87913The 2q31 deletion results in a distinct phenotype characterized by varying degrees of developmental delay, short stature, facial dysmorphism, and variable limb defects. Dysmorphic features include microcephaly, downslanting palpebral fissures, a long and flat philtrum, micrognathia, and dysplastic, low-set ears. To date, comparative genomic hybridization has identified this deletion in 38 patients. Consequently, additional patients with comprehensive clinical data are required to fully understand the spectrum of clinical manifestation associated with a deletion in the 2q31 cytoband. We present the case of an 8-year-old female patient with clinical features of velocardiofacial syndrome, which include facial dysmorphism, congenital heart disease (persistent truncus arteriosus and ostium secundum-type atrial septal defect), and a seizure syndrome. Array comparative genomic hybridization revealed a non-continous deletion spanning cytobands 2q31.1-to 2q31.3, confirming a diagnosis of 2q31 microdeletion syndrome. The patient has undergone supportive therapies for swallowing and speech. Additionally, we provide a review of the literature on previous cases to give context. In this report, we present the first documented case of a complex, discontinuous deletion spanning in the 2q31-2q32 regions. This case contributes to our understanding of the phenotypic and mutational spectrum observed in individuals with deletions in these cytobands. It underscores the significance of employing high-resolution techniques and comprenhensive analysis in diagnosing patients with complex phenotypes. Such approaches are crucial for differentiating this condition from more common microdeletion syndromes, such as the 22q11 deletion syndrome
Role and applications of 18F-FDG PET/CT in the assessment of osteoarticular infection and inflammation - Part I.
No full text20.500.12530/8790918F-FDG PET/CT has been positioned over time as a useful tool in the evaluation of osteoarticular infections, overcoming conventional explorations like MRI or bone scintigraphy in some indications. Its ability to provide functional and anatomical images simultaneously and its excellent resolution contributes to a more precise and personalised approach in the treatment of osteoarticular diseases such as spondylodiscitis. In addition, it has proven valuable in patients with suspected infection that is complex to diagnose or treat, improving detection in subclinical stages. However, some limitations have been identified, such as difficulty in the differential diagnosis of infection vs. inflammation (as in diabetic foot) or in the interpretation of patients with osteosynthesis materials. In this manuscript, we present a brief review providing general and practical information about the role of 18F-FDG PET/CT in infectious osteoarticular pathology, while part 2 discusses the role of 18F-FDG PET/CT in osteoarticular inflammation
Waist circumference and cardiometabolic parameters in people of African/Caribbean ancestry with HIV in South London (CKD-AFRICA study).
No full textThere are no validated waist circumference (WC) cut-offs to define metabolic syndrome in Black people with HIV. Cross-sectional analyses within the CKD-AFRICA study. We used Pearson correlation coefficients and receiver operating characteristic (ROC) curves to describe the relationship between WC and cardiometabolic parameters including triglycerides, cholesterol, glucose, glycated haemoglobin (HbA1c), and homeostatic model assessment for insulin resistance (HOMA-IR), and to identify optimal WC cut-offs for each of these outcomes. We included 383 participants (55% female, median age 52 years) with generally well controlled HIV. Female and male participants had similar WC (median 98 vs. 97 cm, p = .16). Generally weak correlations (r2 In this cohort of Black people with HIV, WC cut-offs for cardiometabolic risk factors in male participants were in line with the recommended value of 94 cm while in female participants they vastly exceeded the recommended 80 cm for white women