Table 1 List of features identified as being most informative in our model. These include features (i.e., bacterial genera, metabolites, and genes) that were selected by all analytical approaches (bolded) and those that were added based on magnitude of JACA loads or high correlation to the top MGSDA selected feature
Exfoliome | |
LCORL | Selected by all |
TUBB | Selected by all |
TARS1 | Selected by all |
SPOCK3 | JACA rank 4 |
HTATSF1 | JACA rank 5 |
LMAN1 | JACA rank 6 |
ZNF782 | JACA rank 3 |
GGNBP2 | LCORL cor |
PSMD1 | LCORL cor |
RPL15 | LCORL cor |
ERBIN | LCORL cor |
TRIP11 | LCORL cor |
LMAN1 | LCORL cor |
SMURF2 | LCORL cor |
PRPF4B | LCORL cor |
KMT2E | LCORL cor |
RPL7 | LCORL cor |
Microbiota | |
Sarcina | Selected by all |
Pseudobutyrivibrio | Selected by all |
Fibrobacter | JACA rank 3 |
Syntrophomonas | JACA rank 4 |
Metabolome | |
2,4,6-Trihydroxybenzoate | Selected by all |
2-Hydroxynervonate | Selected by all |
Methyladipate | Selected by all |
Gamma-aminobutyrate | Selected by all |
(3′-5′)-Adenylyluridine | JACA rank 3 |
Kynurenine | JACA rank 2 |
n-Acetylhistidine | JACA rank 2 |
Anthranilate | JACA rank 5 |