Table 2.
Twenty putative genes sorted by maximum importance across the food sources.
Loci | Gene | Protein Name | Dairy | Fruits | Leafy Greens | Meat | Poultry | Seafood | Vegetables |
---|---|---|---|---|---|---|---|---|---|
lmo2702 | recR | Recombination protein RecR | 0.6653 | 0.5945 | 0.6925 | 0.8315 | 0.7212 | 0.6219 | 0.6653 |
lmo2401 | lmo2401 | Hypothetical protein | 0.7017 | 0.663 | 0.6997 | 0.8231 | 0.7664 | 0.663 | 0.7017 |
lmo2615 | rpsE | 30S ribosomal protein S5 | 0.6873 | 0.5786 | 0.708 | 0.8199 | 0.7465 | 0.6081 | 0.6873 |
lmo2577 | lmo2577 | Hypothetical protein | 0.7066 | 0.6611 | 0.6809 | 0.808 | 0.7851 | 0.6611 | 0.7066 |
lmo1501 | lmo1501 | Hypothetical protein | 0.6925 | 0.6014 | 0.6839 | 0.8022 | 0.716 | 0.6374 | 0.6925 |
lmo1933 | folE | GTP cyclohydrolase 1 | 0.577 | 0.6111 | 0.599 | 0.8012 | 0.7435 | 0.627 | 0.6111 |
lmo2215 | lmo2215 | Similar to ABC transporter (ATP-binding protein) | 0.692 | 0.6473 | 0.6633 | 0.7988 | 0.72 | 0.6473 | 0.692 |
lmo0821 | lmo0821 | Hypothetical protein | 0.6641 | 0.6641 | 0.7076 | 0.7979 | 0.7461 | 0.6641 | 0.657 |
lmo1715 | lmo1715 | Methyltransferase | 0.674 | 0.6314 | 0.6612 | 0.7963 | 0.7371 | 0.6314 | 0.674 |
lmo2515 | degU | NarL family, response regulator DegU | 0.6923 | 0.6482 | 0.6759 | 0.7952 | 0.7781 | 0.6482 | 0.6923 |
lmo0625 | lmo0625 | Putative lipase/acylhydrolase | 0.6548 | 0.6242 | 0.6813 | 0.7945 | 0.743 | 0.6242 | 0.6548 |
lmo0544 | srlA | PTS sorbitol transporter subunit IIC | 0.7125 | 0.6483 | 0.7073 | 0.7928 | 0.7713 | 0.6483 | 0.7125 |
lmo2728 | mlrA | Transcriptional regulator, MerR family protein | 0.62 | 0.6322 | 0.6294 | 0.7909 | 0.6994 | 0.6041 | 0.6322 |
lmo2348 | lmo2348 | Amino acid ABC transporter permease | 0.6776 | 0.6673 | 0.681 | 0.7901 | 0.7512 | 0.6673 | 0.6776 |
lmo2422 | cesR | Two-component response regulator | 0.6988 | 0.6498 | 0.6574 | 0.7883 | 0.7307 | 0.6498 | 0.6988 |
lmo0623 | lmo0623 | Hypothetical protein | 0.6382 | 0.6382 | 0.6382 | 0.7877 | 0.7026 | 0.6382 | 0.6307 |
lmo0635 | lmo0635 | Hypothetical protein | 0.6715 | 0.6715 | 0.7008 | 0.7872 | 0.744 | 0.6715 | 0.656 |
lmo2658 | lmo2658 | Hypothetical protein | 0.5621 | 0.5409 | 0.5969 | 0.7859 | 0.6298 | 0.5644 | 0.5621 |
lmo0611 | azoR1 | Azoreductase | 0.626 | 0.6511 | 0.7853 | 0.7737 | 0.626 | 0.626 | 0.6511 |
lmo1425 | lmo1425 | Hypothetical protein | 0.7079 | 0.651 | 0.6755 | 0.7852 | 0.7607 | 0.651 | 0.7079 |
Note: The numbers represent importance based on the accuracies of source prediction by each feature (genes). These values are the area under the receiver operating characteristic curve (AUC-ROC) determined from source-specific sensitivities and specificities (Supplementary Tables S1 and S2).