Table 1 Comparison of seismic with other MAGMA-based cell-type association methods

From: Disentangling associations between complex traits and cell types with seismic

 

seismic

scDRS

FUMA

S-MAGMA

No gene thresholding based on trait association

 

No gene thresholding based on cell-type expression

 

Accounts for gene expression variability

  

Scalable runtime

 

Tool includes results visualizations

 

Identifies cell-type level influential genes