Mass cytometry reveals atypical immune profile notably impaired maturation of memory CD4 T with Gb3-related CD27 expression in CD4 T cells in Fabry disease.
Wladimir MauhinGaelle Dzangue-TchoupouDamien AmelinAurélien CorneauFoudil LamariYves AllenbachBertrand DussolVanessa Leguy-SeguinPauline D'HalluinMarie MatignonFrançois MaillotKim-Heang LyGérard BessonMarjolaine WillemsFabien LabombardaAgathe MasseauChristian LavigneDidier LacombeHélène MaillardOlivier LidoveOlivier BenvenistePublished in: Journal of inherited metabolic disease (2024)
Fabry disease (FD) is an X-linked disease characterized by an accumulation of glycosphingolipids, notably of globotriaosylceramide (Gb3) and globotriaosylsphingosine (lysoGb3) leading to renal failure, cardiomyopathy, and cerebral strokes. Inflammatory processes are involved in the pathophysiology. We investigated the immunological phenotype of peripheral blood mononuclear cells in Fabry patients depending on the clinical phenotype, treatment, Gb3, and lysoGb3 levels and the presence of anti-drug antibodies (ADA). Leucocytes from 41 male patients and 20 controls were analyzed with mass cytometry using both unsupervised and supervised algorithms. FD patients had an increased expression of CD27 and CD28 in memory CD45- and CD45 + CCR7-CD4 T cells (respectively p < 0.014 and p < 0.02). Percentage of CD45RA-CCR7-CD27 + CD28+ cells in CD4 T cells was correlated with plasma lysoGb3 (r = 0.60; p = 0.0036) and phenotype (p < 0.003). The correlation between Gb3 and CD27 in CD4 T cells almost reached significance (r = 0.33; p = 0.058). There was no immune profile associated with the presence of ADA. Treatment with agalsidase beta was associated with an increased proportion of Natural Killer cells. These findings provide valuable insights for understanding FD, linking Gb3 accumulation to inflammation, and proposing new prognostic biomarkers.
Keyphrases
- end stage renal disease
- newly diagnosed
- chronic kidney disease
- ejection fraction
- machine learning
- nk cells
- oxidative stress
- peritoneal dialysis
- poor prognosis
- prognostic factors
- emergency department
- rheumatoid arthritis
- replacement therapy
- single cell
- working memory
- deep learning
- high resolution
- combination therapy
- left ventricular
- brain injury
- induced apoptosis
- immune response
- electronic health record
- idiopathic pulmonary fibrosis