Assessing brain involvement in Fabry disease with deep learning and the brain-age paradigm.

While neurological manifestations are core features of Fabry disease (FD), quantitative neuroimaging biomarkers allowing to measure brain involvement are lacking. We used deep learning and the brain-age paradigm to assess whether FD patients' brains appear older than normal and to validate brain-predicted age difference (brain-PAD) as a possible disease severity biomarker. MRI scans of FD patients and healthy controls (HCs) from a single Institution were, retrospectively, studied. The Fabry stabilization index (FASTEX) was recorded as a measure of disease severity. Using minimally preprocessed 3D T1-weighted brain scans of healthy subjects from eight publicly available sources (N = 2160; mean age = 33 years [range 4-86]), we trained a model predicting chronological age based on a DenseNet architecture and used it to generate brain-age predictions in the internal cohort. Within a linear modeling framework, brain-PAD was tested for age/sex-adjusted associations with diagnostic group (FD vs. HC), FASTEX score, and both global and voxel-level neuroimaging measures. We studied 52 FD patients (40.6 ± 12.6 years; 28F) and 58 HC (38.4 ± 13.4 years; 28F). The brain-age model achieved accurate out-of-sample performance (mean absolute error = 4.01 years, R2 = .90). FD patients had significantly higher brain-PAD than HC (estimated marginal means: 3.1 vs. -0.1, p = .01). Brain-PAD was associated with FASTEX score (B = 0.10, p = .02), brain parenchymal fraction (B = -153.50, p = .001), white matter hyperintensities load (B = 0.85, p = .01), and tissue volume reduction throughout the brain. We demonstrated that FD patients' brains appear older than normal. Brain-PAD correlates with FD-related multi-organ damage and is influenced by both global brain volume and white matter hyperintensities, offering a comprehensive biomarker of (neurological) disease severity.

Fatigue as hallmark of Fabry disease: role of bioenergetic alterations.

Fabry disease (FD) is a lysosomal storage disorder due to the impaired activity of the α-galactosidase A (GLA) enzyme which induces Gb3 deposition and multiorgan dysfunction. Exercise intolerance and fatigue are frequent and early findings in FD patients, representing a self-standing clinical phenotype with a significant impact on the patient's quality of life. Several determinants can trigger fatigability in Fabry patients, including psychological factors, cardiopulmonary dysfunctions, and primary alterations of skeletal muscle. The "metabolic hypothesis" to explain skeletal muscle symptoms and fatigability in Fabry patients is growing acknowledged. In this report, we will focus on the primary alterations of the motor system emphasizing the role of skeletal muscle metabolic disarrangement in determining the altered exercise tolerance in Fabry patients. We will discuss the most recent findings about the metabolic profile associated with Fabry disease offering new insights for diagnosis, management, and therapy.

Switch from enzyme replacement therapy to oral chaperone migalastat for treating fabry disease: real-life data.

The treatment options for Fabry disease (FD) are enzyme replacement therapy (ERT) with agalsidase alfa or beta, and the oral pharmacological chaperone migalastat. Since few data are available on the effects of switching from ERT to migalastat, we performed a single-center observational study on seven male Fabry patients (18-66 years) to assess the effects of the switch on renal, cardiac, and neurologic function, health status, pain, lyso-Gb3, α-Gal A activity and adverse effects. Data were retrospectively collected at time of diagnosis of FD (baseline, T0), and after 12 months of ERT (T1), and prospectively after 1 year of therapy with migalastat (T2). No patient died or reported renal, cardiac, or cerebrovascular events during the study period. The predefined measures for cardiac, renal and neurologic function, and FD-related symptoms and questionnaires were stable between baseline and the switch, and remained unchanged with migalastat. However, a significant improvement was observed in left ventricular mass index from baseline to T2 (p = 0.016), with a significative difference between the treatments (p = 0.028), and in median proteinuria from T2 vs T1 (p = 0.048). Moreover, scores of the BPI improved from baseline to T1, and remained stable with migalastat. Plasma lyso-Gb3 levels significantly decreased from baseline to T1 (P = 0.007) and T2 (P = 0.003), while did not significantly differ between the two treatments. α-Gal A activity increased from T0 to T2 (p < 0.0001). The frequency of adverse effects under migalastat and ERT was comparable (28% for both drugs). In conclusion, switching from ERT to migalastat is valid, safe and well tolerated.

Nutritional treatment in chronic kidney disease: the concept of nephroprotection.

Low-protein diets have been advocated for many decades as the cornerstone in the treatment of chronic kidney disease. Initially, the low intake of protein was used to reduce uremic symptoms; thereafter, albeit controversial, evidences suggested that dietary protein restriction can also slow the rate of progression of renal failure and the time until end-stage renal disease. This reviews focuses on the dietary factors and their influence on the loss of renal function and on the evidences in the literature supporting a nephroprotective role of the low-protein diet.

Effects of a diet rich in N-3 polyunsaturated fatty acids on systemic inflammation in renal transplant recipients.

OBJECTIVE: n-3 Polyunsaturated fatty acids (PUFAs) supplementation reduces systemic inflammation and improves renal and cardiovascular prognosis in kidney transplant recipients. However, patient compliance is poor because bad-tasting fish oils are used as an n-3 PUFA source. Therefore, we explored whether the beneficial effects of n-3 can be obtained by administering a diet based on n-3-rich foods. METHODS: Sixty kidney transplant recipients were assigned to 2 different groups: the CON group (n = 28), which continued with their usual diet, and the DIET group (n = 32), which followed an n-3-rich diet for 6 months. Twenty-six patients in the DIET group and 24 in the CON group completed the study. End points of the study were changes in n-3 PUFAs intake, n-6:n-3 PUFAs ratio, systemic inflammation markers, and renal function during the 6 months of the dietary treatment. RESULTS: Three and 6 months after the beginning of the study, n-3 PUFA intake was significantly higher and the n-6:n-3 PUFA ratio was markedly lower than baseline in the DIET group. Plasma total cholesterol, triglycerides, C-reactive protein, and interleukin (IL)-6 decreased as well. IL-6 mRNA levels in peripheral blood mononuclear cells were also lower than at the beginning of the study. Proteinuria and microalbuminuria were reduced by 50% with respect to the baseline, whereas glomerular filtration rate (GFR) was unchanged. No change in the aforementioned parameters was observed in the CON group throughout the study. CONCLUSION: In long-term kidney transplant recipients a naturally n-3 PUFA-rich dietary plan causes an increase in n-3 PUFA intake, decreases systemic inflammation and proteinuria, and improves plasma lipid pattern.

[Liposomial iron: a new proposal for the treatment of anaemia in chronic kidney disease]. / Il ferro liposomiale: una nuova proposta per il trattamento dell'anemia nei pazienti affetti da insufficenza renale cronica.

Iron supplementation is essential for the treatment of anemia in the chronic kidney disease (CKD) population. Liposomial iron is a preparation of ferric pyrophosphate carried within a phospholipidic membrane. Compared to other oral formulations, it is well absorbed from the gut and demonstrates high bioavailability together with a lower incidence of side effects. The aim of our study was to evaluate the effectiveness of treatment with liposomial iron compared to intravenous iron in a CKD population with anemia and iron deficiency. Our study is a single-center, prospective, randomized, fourth-phase study. Enrollment for the study began in October 2011 and CKD 3, 4 and 5 patients were randomized to receive either intravenous iron or liposomial iron in a 1:2 ratio. The primary outcome was set as the increase of hemoglobin from baseline. The secondary outcomes were the reduction of erythropoietin dosage by at least 25% in patients treated with erythropoiesis-stimulating agents and an increase in serum ferritin of 100 ng/ml from baseline values. In the preliminary study, 21 patients were analyzed, 14 of whom were treated with oral liposomial iron and 7 with intravenous iron. The observed increase of hemoglobin at 8 weeks compared to baseline was similar in both groups but was significant in the liposomial group only.