Maxwell P. Gold

The paper introduces SIGnature, a framework for scoring gene importance using attributions from scRNA-seq foundation models, and demonstrates its utility in identifying novel associations of the MS1 signature with hyperinflammatory conditions.

This study uses snRNAseq to analyze HD mouse models and human brain tissue, identifying impaired oligodendrocyte maturation and a potential role for thiamine metabolism in disease pathology.