👤 Anna Luisa Di Stefano

We evaluated the accuracy of standard machine learning (ML) algorithms in predicting 1-year cognitive decline in Alzheimer's disease patients with mild cognitive impairment (ADMCI) using resting-state electroencephalographic (rsEEG) biomarkers enriched with APOE genotype, sex, age, and educational attainment data. The study analyzed datasets from 63 ADMCI patients obtained from an international archive. The ML algorithms included Simple Logistic Regression, Model Trees, Logistic Regression, K-nearest neighbor, and Support Vector Machine. Input features comprised lobar rsEEG source activities across delta (<4 Hz) to alpha (≈10-12 Hz) bands, cerebrospinal fluid (CSF Aβ1-42/p-tau), and structural magnetic resonance imaging (sMRI) biomarkers. Cognitive decline was assessed over a 1-year follow-up ("stable" vs. "decliner") based on Mini-Mental State Examination (MMSE) scores. The four independent ML algorithms accurately predicted changes in the MMSE score over a 1-year follow-up, with accuracies of 77-78% in ADMCI participants aged ≥ 70 years and 74-77% in those aged < 70 years. These findings suggest that rsEEG biomarkers in ADMCI patients may not only reveal underlying pathophysiological mechanisms affecting cortical arousal and vigilance but also hold predictive value for cognitive outcomes. Show less

Neurodegenerative diseases (NDs) such as Alzheimer's disease (AD) and Parkinson's disease (PD) represent a growing global health concern with no definitive cure. Increasing evidence suggests that mind-body practices like yoga may offer neuroprotective benefits by modulating stress, neuroinflammation, and neuroplasticity. This narrative review explores the clinical outcomes, mechanistic insights, and biomarker evidence supporting yoga as a therapeutic intervention for AD and PD. Different studies indicate that regular yoga improves motor and cognitive functions, mood, and quality of life in affected individuals. At the molecular level, yoga enhances neurotrophic factors such as brain-derived neurotrophic factor (BDNF), reduces pro-inflammatory cytokines (e.g., IL-6, TNF-α), mitigates oxidative stress, and may preserve gray matter volume in key brain regions. These findings support the hypothesis that yoga induces favorable neuroplastic adaptations that may slow neurodegeneration. Despite encouraging early results, heterogeneity in study design, intervention duration, and sample size issues have limited the incorporation of neuroimaging and biomarker endpoints, which means further studies are warranted to clarify yoga's therapeutic potential and mechanism in ND management. Show less

Familial hypercholesterolemia (FH) is characterized by lifelong elevated LDL-C levels and increased cardiovascular risk. PCSK9 inhibitors (PCSK9i) reduce LDL-C and Lp(a), however, the effect of dual lipid reduction on mechanical vascular function remains unclear. The aim of this study was to evaluate the efficacy of PCSK9i in reducing LDL-C and Lp(a) and to assess the relationship between the dual lipid reduction and the mechanical vascular profile improvement in FH subjects. This prospective observational study included 301 genetically confirmed FH subjects treated with PCSK9i added to high-intensity statins and ezetimibe. Biochemical and PWV measurements were performed at baseline and after six months. Subjects were stratified into four groups based on median values of ΔLDL-C and ΔLp(a). After six months of add-on PCSK9i, 44.9% of FH subjects achieved their LDL-C targets. Reductions were observed in LDL-C (− 49.8%, Dual lipid reduction with PCSK9i was associated with a pronounced mechanical vascular profile improvement in FH subjects; however, an intensive Lp(a) reduction may be needed to achieve a greater mechanical vascular benefit. Show less

Oncogenic FGFR-TACC fusions are present in 3-5% of high-grade gliomas (HGGs). Fexagratinib (AZD4547) is an oral FGFR1-3 inhibitor with preclinical activity in FGFR-TACC+ gliomas. We tested its safety and efficacy in patients with recurrent FGFR-TACC + HGGs. TARGET (NCT02824133) is a phase I/II open-label multicenter study that included adult patients with FGFR-TACC + HGGs relapsing after ≥1 line of standard chemoradiation. Patients received fexagratinib 80 mg bd on a continuous schedule until disease progression or unacceptable toxicity. The primary endpoint was the 6-month progression-free survival rate (PFS6). Twelve patients with recurrent IDH wildtype FGFR-TACC + HGGs (all FGFR3-TACC3+) were included in the efficacy cohort (male/female ratio = 1.4, median age = 61.5 years). Most patients (67%) were included at the first relapse. The PFS6 was 25% (95% confidence interval 5-57%), with a median PFS of 1.4 months. All patients without progression at 6 months ( Fexagratinib exhibited acceptable toxicity but limited efficacy in recurrent FGFR3-TACC3 + HGGs. Patients treated at first recurrence appeared more likely to benefit, yet additional evidence is required. Show less