14 research outputs found
Long-term follow-up of renal function in patients treated with migalastat for Fabry disease
The effect of migalastat on long-term renal outcomes in enzyme replacement therapy (ERT)–naive and ERT-experienced patients with Fabry disease is not well defined. An integrated posthoc analysis of the phase 3 clinical trials and open-label extension studies was conducted to evaluate long-term changes in renal function in patients with Fabry disease and amenable GLA variants who were treated with migalastat for ≥2 years during these studies. The analysis included ERT-naive (n = 36 [23 females]; mean age 45 years; mean baseline estimated glomerular filtration rate (eGFR), 91.4 mL/min/mL/1.73 m2) and ERT-experienced (n = 42 [24 females]; mean age, 50 years; mean baseline eGFR, 89.2 mL/min/1.73m2) patients with amenable variants who received migalastat 123 mg every other day for ≥2 years. The annualized rate of change from baseline to last observation in estimated glomerular filtration rate using the Chronic Kidney Disease Epidemiology Collaboration equation (eGFRCKD-EPI) was calculated by both simple linear regression and a random coefficient model. In ERT-naive patients, mean annualized rates of change from baseline in eGFRCKD-EPI were − 1.6 mL/min/1.73 m2 overall and − 1.8 mL/min/1.73 m2 and − 1.4 mL/min/1.73 m2 in male and female patients, respectively, as estimated by simple linear regression. In ERT-experienced patients, mean annualized rates of change from baseline in eGFRCKD-EPI were − 1.6 mL/min/1.73 m2 overall and − 2.6 mL/min/1.73 m2 and − 0.8 mL/min/1.73 m2 in male and female patients, respectively. Mean annualized rate of change in eGFRCKD-EPI in ERT-naive patients with the classic phenotype (defined by white blood cell alpha galactosidase A [α-Gal A] activity of <3% of normal and multiorgan system involvement) was −1.7 mL/min/1.73 m2. When calculated using the random coefficient model, which adjusted for sex, age, and baseline renal function, the annualized eGFRCKD-EPI change was minimal (mean: −0.1 and 0.1 mL/min/1.73 m2 in ERT-naive and ERT-experienced patients, respectively). In conclusion, patients with Fabry disease and amenable GLA variants receiving long-term migalastat treatment (≤8.6 years) maintained renal function irrespective of treatment status, sex, or phenotype
Assessment of plasma lyso-Gb(3)for clinical monitoring of treatment response in migalastat-treated patients with Fabry disease
Purpose To assess the utility of globotriaosylsphingosine (lyso-Gb(3)) for clinical monitoring of treatment response in patients with Fabry disease receiving migalastat. Methods A post hoc analysis evaluated data from 97 treatment-naive and enzyme replacement therapy (ERT)-experienced patients with migalastat-amenableGLAvariants from FACETS (NCT00925301) and ATTRACT (NCT01218659) and subsequent open-label extension studies. The relationship between plasma lyso-Gb(3)and measures of Fabry disease progression (left ventricular mass index [LVMi], estimated glomerular filtration rate [eGFR], and pain) and the relationship between lyso-Gb(3)and incidence of Fabry-associated clinical events (FACEs) were assessed in both groups. The relationship between changes in lyso-Gb(3)and kidney interstitial capillary (KIC) globotriaosylceramide (Gb(3)) inclusions was assessed in treatment-naive patients. Results No significant correlations were identified between changes in lyso-Gb(3)and changes in LVMi, eGFR, or pain. Neither baseline lyso-Gb(3)levels nor the rate of change in lyso-Gb(3)levels during treatment predicted FACE occurrences in all patients or those receiving migalastat for >= 24 months. Changes in lyso-Gb(3)correlated with changes in KIC Gb(3)inclusions in treatment-naive patients. Conclusions Although used as a pharmacodynamic biomarker in research and clinical studies, plasma lyso-Gb(3)may not be a suitable biomarker for monitoring treatment response in migalastat-treated patients.Medical Biochemistr
Comparability and usefulness of newer and classical data analysis techniques. Application in medical domain classification
Robust selection of variables in linear discriminant analysis
Linear discriminant analysis, Variable selection, Wilks’ lambda, Minimum covariance discriminant, MCD,