# Dysregulated Alanine as a Potential Predictive Marker of Glioma—An Insight from Untargeted HRMAS-NMR and Machine Learning Data

> Research article (Metabolites, 2021) · cited 24× · AI/ML

**Wikidata**: [openalex:W3188170560](https://www.wikidata.org/wiki/openalex:W3188170560)  
**Source**: https://4ort.xyz/entity/dysregulated-alanine-as-a-potential-predictive-marker-of-gliomaan-insight-from-untargeted-hrmas-nmr-and-machine-learning