bioRxivNeurosciencePreprint
Accelerated trans-sulfuration metabolically defines a discrete subclass of ALS patients
Qiuying CheniD, Davinder K. Sandhu, Csaba KonràdiD, Dipa Roychoudhury, Benjamin I. Schwartz, Roger R. Cheng, Kirsten G. BredvikiD, Hibiki KawamataiD, Elizabeth L. Calder, Lorenz StuderiD, Steven M. Fischer, Giovanni ManfrediiD, Steven S. GrossiD
Abstract
Amyotrophic lateral sclerosis (ALS) is a disease characterized by progressive paralysis and death. Most ALS cases are sporadic (sALS) and patient heterogeneity poses a formidable challenge for the development of viable biomarkers and effective therapies. Applying untargeted metabolite profiling on 77 sALS patient-derived primary dermal fibroblast lines and 45 sex/age matched controls, we found that [~]25% of cell lines (termed sALS-1) are characterized by upregulated trans-sulfuration, where methionine-derived homocysteine is channeled into cysteine and glutathione synthesis. sALS-1 fibroblasts exhibit a growth defect when grown under oxidative conditions, that can be fully-rescued by N-acetylcysteine. [U-13C]-glucose tracing shows that activation of the trans-sulfuration pathway is associated with accelerated glucose flux into the TCA cycle. Based on four metabolites, we developed a support vector machine model capable of distinguishing sALS-1 with 97.5% accuracy. Importantly, plasma metabolite profiling identifies a systemic perturbation of cysteine metabolism as a hallmark of sALS-1. These results indicate that sALS patients can be stratified into distinct metabotypes, differently sensitive to metabolic stress, and provides new insights into metabolic biomarkers for personalized sALS therapy.
- organism: human
- assay: metabolomics
- research focus: differential expression
- approach: statistical model
- Citations
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