Cholangiocarcinoma (CCA) and pancreatic adenocarcinoma (PDAC) may lead to the development of extrahepatic obstructive cholestasis. However, biliary stenoses can also be caused by benign conditions, and the identification of their etiology still remains a clinical challenge. We performed metabolomic and proteomic analyses of bile from patients with benign (n = 36) and malignant conditions, CCA (n = 36) or PDAC (n = 57), undergoing endoscopic retrograde cholangiopancreatography with the aim of characterizing bile composition in biliopancreatic disease and identifying biomarkers for the differential diagnosis of biliary strictures. Comprehensive analyses of lipids, bile acids and small molecules were carried out using mass spectrometry (MS) and nuclear magnetic resonance spectroscopy (1H-NMR) in all patients. MS analysis of bile proteome was performed in five patients per group. We implemented artificial intelligence tools for the selection of biomarkers and algorithms with predictive capacity. Our machine-learning pipeline included the generation of synthetic data with properties of real data, the selection of potential biomarkers (metabolites or proteins) and their analysis with neural networks (NN). Selected biomarkers were then validated with real data. We identified panels of lipids (n = 10) and proteins (n = 5) that when analyzed with NN algorithms discriminated between patients with and without cancer with an unprecedented accuracy.
We conducted a randomized, cross-over trial to investigate the feasibility, safety, and motor effects of brain stimulation with radio electric asymmetric conveyer (REAC) technique in patients with Alzheimer's disease (AD). Neuropostural optimization (NPO) and sham protocol were administered to 60 patients from the nursing home and day care units of the Alzheimer Center Reina Sofía Foundation. The mean age was 84.1 (SD 7.9) years and 86.7% of the subjects were female. Motor measures were collected at baseline (T1), immediately (T2), seven (T3), and 11 days (T4) after treatment and, following cross-over, immediately (T5), seven (T6), and 11 (T7) days after treatment. Close safety surveillance was conducted from seven days before T1 to the end of the study (T7), with total study duration of 35 days. Wilcoxon test was utilized in the efficacy analysis, considering T1 and T5 as independent baseline assessments and using a threshold of p < 0.05 (corrected) for statistical significance. The NPO protocol was easily administered and well accepted by the participants. Axial movements improved at T3 and T4 after NPO and at T2 after sham NPO, but no significant effects were observed in axial movements in the second phase of the trial. The effects of NPO in gait performance were not consistent. There were six falls between T2 and T7, but only two of them occurred in patients who had received NPO. In light of safety and feasibility of REAC, a trial with the more intense neuropsycho-physical optimization protocol is warranted.
We conducted a pilot, randomized, controlled trial to mainly investigate the feasibility, safety, and short-term motor effects of brain stimulation with radio electric asymmetric conveyer (REAC) technology in patients with advanced Alzheimer's disease (AD) who also experience some gait dysfunction. Neuropostural optimization (NPO) or sham protocol was administered to 31 nursing home patients (mean [SD] age 84.7 [7.0], 77.4% female, 6.5% moderate dementia, 51.6% moderately severe dementia, and 41.9% severe dementia). Motor, cognitive, functional, and behavioral measures were conducted at baseline (T1), immediately after treatment (T2), and 1-3 weeks after treatment (T3). There was transitory dysfunction in axial movements at T2 in the experimental group with no other differences between the experimental group and the control group in the planned analyses. However, after reanalysis of data based on outcome, improvement in capacity of walking was observed at T3 in the experimental group (p < 0.05). NPO administration was comfortable and safe. These results warrant further research with NPO and other REAC protocols to improve motor deterioration in AD.
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