Mitch Report
Antony Kaspi & Mark Ziemann
date generated: 2021-08-12
Background
Mitch performs unidimensional and multidimensional gene set enrichment analysis. The concept behind this dates to work by Cox and Mann (https://doi.org/10.1186/1471-2105-13-S16-S12). This implementation is suited to R based workflows of multi-omics datasets. This software was developed by Antony Kaspi and Mark Ziemann. Learn more about Mitch at the website: https://github.com/markziemann/Mitch
Input profiles
Here is the first few lines of the input profile.
## x
## 10724 -8.866879
## 60487 7.916412
## 60924 -7.765310
## 134676 -7.409794
## 38006 -5.055191
## 549 4.162656Here are some metrics about the input data profile:
| Profile metrics | |
|---|---|
| num_genesets | 298 |
| num_genes_in_profile | 8225 |
| duplicated_genes_present | 0 |
| num_profile_genes_in_sets | 4875 |
| num_profile_genes_not_in_sets | 3350 |
Here is a plot of the input profiles. Note the dynamic ranges. 
Here is the contour plot of the profile including all detected genes.
Input genesets
Here are some metrics about the gene sets used: GMT file of genesets:
| Gene sets metrics | |
|---|---|
| num_genesets | 298 |
| num_genesets_excluded | 182 |
| num_genesets_included | 116 |
Differential pathway expression
Interactive enrichment scatterplot
Significance is calculated by -log10(p-value). All points shown are FDR<0.05.
Significance is calculated by -log10(p-value). Top N sets shown irrespective of FDR.
Results table
Top N= 50 gene sets
| set | setSize | pANOVA | s.dist | p.adjustANOVA |
|---|---|---|---|---|
| g Pseudomonas | 269 | 1.28e-40 | 0.475 | 1.49e-38 |
| g Acinetobacter | 65 | 1.92e-24 | -0.731 | 1.11e-22 |
| g Enterobacter | 49 | 2.48e-15 | 0.654 | 9.57e-14 |
| g Paenibacillus | 90 | 9.78e-15 | -0.473 | 2.84e-13 |
| g Aeromonas | 60 | 1.90e-13 | -0.549 | 4.41e-12 |
| g Comamonas | 18 | 2.13e-10 | -0.864 | 4.11e-09 |
| g Nocardioides | 20 | 1.83e-08 | 0.727 | 3.04e-07 |
| g Lysinibacillus | 18 | 7.47e-08 | -0.732 | 1.08e-06 |
| g Roufvirus | 13 | 2.27e-07 | 0.829 | 2.92e-06 |
| g Acidovorax | 11 | 3.10e-07 | -0.891 | 3.60e-06 |
| g Bequatrovirus | 10 | 2.37e-06 | 0.862 | 2.50e-05 |
| g Sphingobium | 21 | 4.77e-06 | 0.577 | 4.61e-05 |
| g Rhizobium | 30 | 3.72e-05 | 0.435 | 3.32e-04 |
| g Klebsiella | 32 | 6.39e-05 | -0.409 | 5.30e-04 |
| g Streptomyces | 282 | 1.04e-04 | 0.136 | 8.01e-04 |
| g Chryseobacterium | 36 | 1.17e-03 | -0.313 | 8.50e-03 |
| g Pantoea | 20 | 1.82e-03 | 0.403 | 1.24e-02 |
| g Thermogutta | 53 | 3.26e-03 | -0.234 | 2.00e-02 |
| g Citrobacter | 43 | 3.28e-03 | -0.260 | 2.00e-02 |
| g Exiguobacterium | 10 | 3.97e-03 | 0.526 | 2.30e-02 |
| g Lelliottia | 18 | 4.90e-03 | 0.383 | 2.71e-02 |
| g Bradyrhizobium | 33 | 6.35e-03 | 0.275 | 3.35e-02 |
| g Plasmodium | 22 | 1.11e-02 | -0.313 | 5.58e-02 |
| g Erwinia | 12 | 1.41e-02 | 0.409 | 6.76e-02 |
| g Flavobacterium | 29 | 1.46e-02 | 0.262 | 6.76e-02 |
| g Rhodococcus | 41 | 1.59e-02 | -0.218 | 7.12e-02 |
| g Stenotrophomonas | 20 | 1.96e-02 | -0.302 | 8.42e-02 |
| g Massilia | 14 | 3.02e-02 | 0.335 | 1.25e-01 |
| g Bacillus | 150 | 3.19e-02 | -0.102 | 1.28e-01 |
| g Cupriavidus | 14 | 3.59e-02 | 0.324 | 1.33e-01 |
| g Fusarium | 13 | 3.62e-02 | -0.336 | 1.33e-01 |
| g Halomonas | 35 | 3.67e-02 | 0.204 | 1.33e-01 |
| g Micromonospora | 27 | 4.28e-02 | -0.225 | 1.51e-01 |
| g Janthinobacterium | 10 | 4.54e-02 | 0.366 | 1.55e-01 |
| g Staphylococcus | 41 | 4.68e-02 | 0.180 | 1.55e-01 |
| g Geobacillus | 19 | 4.80e-02 | 0.262 | 1.55e-01 |
| g Mesorhizobium | 30 | 5.35e-02 | -0.204 | 1.64e-01 |
| g Tsarbombavirus | 10 | 5.36e-02 | 0.353 | 1.64e-01 |
| g Paraburkholderia | 24 | 6.40e-02 | 0.219 | 1.90e-01 |
| g Helicobacter | 18 | 6.63e-02 | -0.250 | 1.92e-01 |
| g Wphvirus | 15 | 6.82e-02 | -0.272 | 1.93e-01 |
| g Pagevirus | 26 | 7.11e-02 | -0.205 | 1.95e-01 |
| g Serratia | 29 | 7.24e-02 | 0.193 | 1.95e-01 |
| g Sphingobacterium | 12 | 7.49e-02 | -0.297 | 1.98e-01 |
| g Pandoraea | 11 | 7.85e-02 | 0.306 | 2.02e-01 |
| g Amycolatopsis | 14 | 9.91e-02 | -0.255 | 2.50e-01 |
| g Dickeya | 12 | 1.05e-01 | 0.271 | 2.52e-01 |
| g Enterococcus | 18 | 1.06e-01 | -0.220 | 2.52e-01 |
| g Bordetella | 19 | 1.06e-01 | -0.214 | 2.52e-01 |
| g Aspergillus | 38 | 1.33e-01 | 0.141 | 3.08e-01 |
Results (complete table)
Click HERE to show results for all gene sets
| set | setSize | pANOVA | s.dist | p.adjustANOVA |
|---|---|---|---|---|
| g Pseudomonas | 269 | 1.28e-40 | 0.47500 | 1.49e-38 |
| g Acinetobacter | 65 | 1.92e-24 | -0.73100 | 1.11e-22 |
| g Enterobacter | 49 | 2.48e-15 | 0.65400 | 9.57e-14 |
| g Paenibacillus | 90 | 9.78e-15 | -0.47300 | 2.84e-13 |
| g Aeromonas | 60 | 1.90e-13 | -0.54900 | 4.41e-12 |
| g Comamonas | 18 | 2.13e-10 | -0.86400 | 4.11e-09 |
| g Nocardioides | 20 | 1.83e-08 | 0.72700 | 3.04e-07 |
| g Lysinibacillus | 18 | 7.47e-08 | -0.73200 | 1.08e-06 |
| g Roufvirus | 13 | 2.27e-07 | 0.82900 | 2.92e-06 |
| g Acidovorax | 11 | 3.10e-07 | -0.89100 | 3.60e-06 |
| g Bequatrovirus | 10 | 2.37e-06 | 0.86200 | 2.50e-05 |
| g Sphingobium | 21 | 4.77e-06 | 0.57700 | 4.61e-05 |
| g Rhizobium | 30 | 3.72e-05 | 0.43500 | 3.32e-04 |
| g Klebsiella | 32 | 6.39e-05 | -0.40900 | 5.30e-04 |
| g Streptomyces | 282 | 1.04e-04 | 0.13600 | 8.01e-04 |
| g Chryseobacterium | 36 | 1.17e-03 | -0.31300 | 8.50e-03 |
| g Pantoea | 20 | 1.82e-03 | 0.40300 | 1.24e-02 |
| g Thermogutta | 53 | 3.26e-03 | -0.23400 | 2.00e-02 |
| g Citrobacter | 43 | 3.28e-03 | -0.26000 | 2.00e-02 |
| g Exiguobacterium | 10 | 3.97e-03 | 0.52600 | 2.30e-02 |
| g Lelliottia | 18 | 4.90e-03 | 0.38300 | 2.71e-02 |
| g Bradyrhizobium | 33 | 6.35e-03 | 0.27500 | 3.35e-02 |
| g Plasmodium | 22 | 1.11e-02 | -0.31300 | 5.58e-02 |
| g Erwinia | 12 | 1.41e-02 | 0.40900 | 6.76e-02 |
| g Flavobacterium | 29 | 1.46e-02 | 0.26200 | 6.76e-02 |
| g Rhodococcus | 41 | 1.59e-02 | -0.21800 | 7.12e-02 |
| g Stenotrophomonas | 20 | 1.96e-02 | -0.30200 | 8.42e-02 |
| g Massilia | 14 | 3.02e-02 | 0.33500 | 1.25e-01 |
| g Bacillus | 150 | 3.19e-02 | -0.10200 | 1.28e-01 |
| g Cupriavidus | 14 | 3.59e-02 | 0.32400 | 1.33e-01 |
| g Fusarium | 13 | 3.62e-02 | -0.33600 | 1.33e-01 |
| g Halomonas | 35 | 3.67e-02 | 0.20400 | 1.33e-01 |
| g Micromonospora | 27 | 4.28e-02 | -0.22500 | 1.51e-01 |
| g Janthinobacterium | 10 | 4.54e-02 | 0.36600 | 1.55e-01 |
| g Staphylococcus | 41 | 4.68e-02 | 0.18000 | 1.55e-01 |
| g Geobacillus | 19 | 4.80e-02 | 0.26200 | 1.55e-01 |
| g Mesorhizobium | 30 | 5.35e-02 | -0.20400 | 1.64e-01 |
| g Tsarbombavirus | 10 | 5.36e-02 | 0.35300 | 1.64e-01 |
| g Paraburkholderia | 24 | 6.40e-02 | 0.21900 | 1.90e-01 |
| g Helicobacter | 18 | 6.63e-02 | -0.25000 | 1.92e-01 |
| g Wphvirus | 15 | 6.82e-02 | -0.27200 | 1.93e-01 |
| g Pagevirus | 26 | 7.11e-02 | -0.20500 | 1.95e-01 |
| g Serratia | 29 | 7.24e-02 | 0.19300 | 1.95e-01 |
| g Sphingobacterium | 12 | 7.49e-02 | -0.29700 | 1.98e-01 |
| g Pandoraea | 11 | 7.85e-02 | 0.30600 | 2.02e-01 |
| g Amycolatopsis | 14 | 9.91e-02 | -0.25500 | 2.50e-01 |
| g Dickeya | 12 | 1.05e-01 | 0.27100 | 2.52e-01 |
| g Enterococcus | 18 | 1.06e-01 | -0.22000 | 2.52e-01 |
| g Bordetella | 19 | 1.06e-01 | -0.21400 | 2.52e-01 |
| g Aspergillus | 38 | 1.33e-01 | 0.14100 | 3.08e-01 |
| g Alteromonas | 13 | 1.42e-01 | -0.23600 | 3.22e-01 |
| g Clostridium | 64 | 1.59e-01 | 0.10200 | 3.56e-01 |
| g Shewanella | 38 | 1.73e-01 | -0.12800 | 3.78e-01 |
| g Caeruleovirus | 10 | 1.77e-01 | 0.24700 | 3.79e-01 |
| g Gordonia | 13 | 1.83e-01 | 0.21400 | 3.85e-01 |
| g Lactobacillus | 90 | 1.90e-01 | 0.08030 | 3.93e-01 |
| g Microbacterium | 35 | 1.97e-01 | -0.12600 | 3.93e-01 |
| g Nocardia | 11 | 1.99e-01 | -0.22400 | 3.93e-01 |
| g Drosophila | 30 | 2.00e-01 | -0.13500 | 3.93e-01 |
| g Bacteroides | 17 | 2.05e-01 | 0.17800 | 3.95e-01 |
| g Labrenzia | 12 | 2.11e-01 | 0.20900 | 3.95e-01 |
| g Bosea | 11 | 2.14e-01 | 0.21700 | 3.95e-01 |
| g Cellulosilyticum | 10 | 2.15e-01 | 0.22600 | 3.95e-01 |
| g Yersinia | 17 | 2.21e-01 | -0.17100 | 3.95e-01 |
| g Hymenobacter | 14 | 2.22e-01 | 0.18900 | 3.95e-01 |
| g Francisella | 11 | 2.38e-01 | 0.20500 | 4.19e-01 |
| g Brevundimonas | 12 | 2.46e-01 | 0.19400 | 4.26e-01 |
| g Sphingopyxis | 14 | 2.57e-01 | -0.17500 | 4.39e-01 |
| g Polaribacter | 12 | 2.68e-01 | 0.18500 | 4.50e-01 |
| g Vibrio | 53 | 3.09e-01 | -0.08100 | 5.07e-01 |
| g Mycobacterium | 42 | 3.10e-01 | -0.09070 | 5.07e-01 |
| g Erythrobacter | 11 | 3.21e-01 | 0.17300 | 5.15e-01 |
| g Lysobacter | 11 | 3.24e-01 | -0.17200 | 5.15e-01 |
| g Thermococcus | 17 | 3.33e-01 | -0.13600 | 5.22e-01 |
| g Novosphingobium | 10 | 3.53e-01 | 0.17000 | 5.46e-01 |
| g Neisseria | 20 | 3.73e-01 | 0.11500 | 5.69e-01 |
| g Fusobacterium | 11 | 3.92e-01 | -0.14900 | 5.90e-01 |
| g Methylobacterium | 20 | 4.20e-01 | 0.10400 | 6.17e-01 |
| g Burkholderia | 65 | 4.20e-01 | 0.05790 | 6.17e-01 |
| g Campylobacter | 30 | 4.30e-01 | -0.08340 | 6.23e-01 |
| g Methanosarcina | 11 | 4.43e-01 | 0.13400 | 6.35e-01 |
| g Sphingomonas | 35 | 4.52e-01 | 0.07360 | 6.37e-01 |
| g Streptococcus | 62 | 4.68e-01 | 0.05350 | 6.37e-01 |
| g Psychrobacter | 14 | 4.70e-01 | -0.11100 | 6.37e-01 |
| g Mycoplasma | 67 | 4.72e-01 | -0.05100 | 6.37e-01 |
| g Geobacter | 13 | 4.72e-01 | -0.11500 | 6.37e-01 |
| g Leptotrichia | 10 | 5.07e-01 | 0.12100 | 6.74e-01 |
| g Pseudoalteromonas | 30 | 5.12e-01 | -0.06930 | 6.74e-01 |
| g Mycolicibacterium | 20 | 5.29e-01 | -0.08140 | 6.89e-01 |
| g Variovorax | 11 | 5.41e-01 | 0.10600 | 6.90e-01 |
| g Desulfovibrio | 15 | 5.42e-01 | -0.09110 | 6.90e-01 |
| g Capnocytophaga | 12 | 5.80e-01 | -0.09220 | 7.31e-01 |
| g Bartonella | 19 | 5.86e-01 | 0.07220 | 7.31e-01 |
| g Pedobacter | 10 | 5.93e-01 | -0.09760 | 7.32e-01 |
| g Prevotella | 11 | 6.00e-01 | -0.09150 | 7.32e-01 |
| g Rickettsia | 14 | 6.38e-01 | -0.07280 | 7.70e-01 |
| g Treponema | 10 | 6.88e-01 | 0.07330 | 8.23e-01 |
| g Deinococcus | 19 | 6.96e-01 | 0.05190 | 8.23e-01 |
| g Xanthomonas | 19 | 7.09e-01 | -0.04940 | 8.31e-01 |
| g Planococcus | 14 | 7.20e-01 | 0.05540 | 8.31e-01 |
| g Legionella | 18 | 7.29e-01 | -0.04730 | 8.31e-01 |
| g Azospirillum | 10 | 7.31e-01 | -0.06280 | 8.31e-01 |
| g Corynebacterium | 73 | 7.54e-01 | -0.02120 | 8.42e-01 |
| g Rathayibacter | 12 | 7.55e-01 | -0.05200 | 8.42e-01 |
| g Agrobacterium | 10 | 7.93e-01 | -0.04810 | 8.76e-01 |
| g Marinobacter | 16 | 8.48e-01 | 0.02780 | 9.28e-01 |
| g Altererythrobacter | 11 | 8.77e-01 | -0.02700 | 9.42e-01 |
| g Actinomyces | 23 | 8.77e-01 | -0.01860 | 9.42e-01 |
| g Arthrobacter | 36 | 8.88e-01 | 0.01360 | 9.45e-01 |
| g Bifidobacterium | 17 | 9.03e-01 | 0.01710 | 9.46e-01 |
| g Nostoc | 18 | 9.05e-01 | -0.01630 | 9.46e-01 |
| g Synechococcus | 28 | 9.15e-01 | -0.01170 | 9.46e-01 |
| g | 316 | 9.32e-01 | -0.00283 | 9.46e-01 |
| g Spiroplasma | 24 | 9.32e-01 | -0.01000 | 9.46e-01 |
| g Arcobacter | 20 | 9.39e-01 | 0.00996 | 9.46e-01 |
| g Paracoccus | 14 | 9.46e-01 | 0.01040 | 9.46e-01 |
Detailed Gene set reports
g__Pseudomonas
| 1 | |
|---|---|
| set | g__Pseudomonas |
| setSize | 269 |
| pANOVA | 1.28e-40 |
| s.dist | 0.475 |
| p.adjustANOVA | 1.49e-38 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 251076 | 4175 |
| 1628086 | 4042 |
| 329930 | 3999 |
| 65741 | 3996 |
| 2559074 | 3950 |
| 251083 | 3929 |
| 198620 | 3890 |
| 1849986 | 3844 |
| 251069 | 3836 |
| 159091 | 3824 |
| 1170392 | 3807 |
| 1421430 | 3794 |
| 930166 | 3767 |
| 1573712 | 3732 |
| 1785145 | 3729 |
| 1175925 | 3717 |
| 321662 | 3689 |
| 237609 | 3676 |
| 2073078 | 3667 |
| 547985 | 3657 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 251076 | 4175 |
| 1628086 | 4042 |
| 329930 | 3999 |
| 65741 | 3996 |
| 2559074 | 3950 |
| 251083 | 3929 |
| 198620 | 3890 |
| 1849986 | 3844 |
| 251069 | 3836 |
| 159091 | 3824 |
| 1170392 | 3807 |
| 1421430 | 3794 |
| 930166 | 3767 |
| 1573712 | 3732 |
| 1785145 | 3729 |
| 1175925 | 3717 |
| 321662 | 3689 |
| 237609 | 3676 |
| 2073078 | 3667 |
| 547985 | 3657 |
| 2213017 | 3651 |
| 1573720 | 3613 |
| 2067572 | 3540 |
| 251055 | 3521 |
| 1288410 | 3507 |
| 198616 | 3500 |
| 658630 | 3453 |
| 150396 | 3452 |
| 1500687 | 3443 |
| 1611770 | 3434 |
| 1173280 | 3431 |
| 70775 | 3428 |
| 1573704 | 3403 |
| 1534110 | 3387 |
| 1881017 | 3360 |
| 1855380 | 3341 |
| 658643 | 3328 |
| 298 | 3327 |
| 50340 | 3321 |
| 1931241 | 3320 |
| 380021 | 3316 |
| 706570 | 3312 |
| 587753 | 3305 |
| 397421 | 3299 |
| 1702250 | 3292 |
| 2518644 | 3289 |
| 198931 | 3280 |
| 2320270 | 3250 |
| 47879 | 3247 |
| 658629 | 3239 |
| 341029 | 3235 |
| 2045200 | 3229 |
| 321661 | 3204 |
| 43306 | 3194 |
| 2487887 | 3190 |
| 33069 | 3176 |
| 294 | 3174 |
| 2005388 | 3153 |
| 2049589 | 3138 |
| 1173283 | 3135 |
| 658644 | 3126 |
| 2653853 | 3101 |
| 47878 | 3083 |
| 183795 | 3079 |
| 2587845 | 3053 |
| 1500686 | 3049 |
| 487184 | 3046 |
| 46680 | 3044 |
| 1190415 | 3036 |
| 1294143 | 3034 |
| 686578 | 3030 |
| 53408 | 3025 |
| 53407 | 3019 |
| 359110 | 3015 |
| 2219057 | 2999 |
| 2213057 | 2991 |
| 1194712 | 2975 |
| 515393 | 2969 |
| 1573719 | 2966 |
| 928979 | 2959 |
| 91465 | 2955 |
| 2609418 | 2946 |
| 1827300 | 2936 |
| 29442 | 2935 |
| 317 | 2922 |
| 86185 | 2912 |
| 2054915 | 2907 |
| 118613 | 2894 |
| 200450 | 2857 |
| 1788301 | 2833 |
| 545908 | 2808 |
| 165468 | 2804 |
| 36746 | 2778 |
| 143813 | 2773 |
| 76758 | 2767 |
| 472181 | 2765 |
| 46677 | 2758 |
| 1028989 | 2752 |
| 287 | 2718 |
| 1495331 | 2711 |
| 296 | 2708 |
| 470150 | 2695 |
| 2126069 | 2680 |
| 2169583 | 2679 |
| 2018067 | 2672 |
| 1755504 | 2666 |
| 219572 | 2656 |
| 47884 | 2641 |
| 1898684 | 2628 |
| 2664899 | 2625 |
| 1615674 | 2622 |
| 74829 | 2611 |
| 253237 | 2609 |
| 2213226 | 2605 |
| 2054919 | 2601 |
| 1811592 | 2599 |
| 1245526 | 2597 |
| 1434072 | 2587 |
| 2320867 | 2582 |
| 437900 | 2575 |
| 2505979 | 2574 |
| 251701 | 2557 |
| 651740 | 2554 |
| 1849995 | 2532 |
| 1173273 | 2527 |
| 1499686 | 2524 |
| 244566 | 2517 |
| 46679 | 2496 |
| 2590776 | 2487 |
| 1392877 | 2480 |
| 157783 | 2467 |
| 191390 | 2464 |
| 47883 | 2458 |
| 237610 | 2453 |
| 122355 | 2447 |
| 244327 | 2441 |
| 2604941 | 2435 |
| 2083054 | 2412 |
| 76760 | 2404 |
| 1855331 | 2395 |
| 69328 | 2382 |
| 2083055 | 2381 |
| 306 | 2373 |
| 1930532 | 2372 |
| 129817 | 2366 |
| 1978467 | 2361 |
| 1856588 | 2352 |
| 216142 | 2344 |
| 1274359 | 2340 |
| 75612 | 2327 |
| 1415630 | 2297 |
| 2054914 | 2291 |
| 95301 | 2279 |
| 101564 | 2277 |
| 797277 | 2267 |
| 1173288 | 2258 |
| 1849990 | 2243 |
| 1491394 | 2231 |
| 47885 | 2228 |
| 2083051 | 2216 |
| 1573711 | 2212 |
| 1981174 | 2208 |
| 553151 | 2204 |
| 1148509 | 2184 |
| 89065 | 2161 |
| 157782 | 2157 |
| 2479392 | 2149 |
| 633276 | 2143 |
| 1354732 | 2141 |
| 76761 | 2101 |
| 271420 | 2087 |
| 1461581 | 2085 |
| 2654238 | 2064 |
| 2025658 | 1996 |
| 1886807 | 1994 |
| 2498848 | 1971 |
| 291995 | 1969 |
| 47877 | 1943 |
| 86265 | 1914 |
| 1736226 | 1870 |
| 1206777 | 1825 |
| 53409 | 1824 |
| 1173270 | 1812 |
| 364197 | 1806 |
| 676210 | 1799 |
| 1259844 | 1794 |
| 1007495 | 1762 |
| 1302376 | 1756 |
| 104087 | 1741 |
| 200451 | 1736 |
| 658632 | 1705 |
| 75588 | 1704 |
| 1583341 | 1689 |
| 658642 | 1640 |
| 300 | 1585 |
| 1365591 | 1547 |
| 2201356 | 1539 |
| 658641 | 1531 |
| 2605424 | 1479 |
| 2597770 | 1463 |
| 702115 | 1433 |
| 163011 | 1327 |
| 114707 | 1317 |
| 1856685 | 1300 |
| 1659194 | 1298 |
| 2052956 | 1293 |
| 341693 | 1289 |
| 349846 | 1280 |
| 301 | 1264 |
| 1853130 | 1249 |
| 29438 | 1211 |
| 500335 | 1190 |
| 947933 | 1167 |
| 2217867 | 1140 |
| 1677868 | 1128 |
| 198618 | 1127 |
| 303 | 1106 |
| 47880 | 1012 |
| 2083053 | 987 |
| 95300 | 981 |
| 281994 | 861 |
| 1283291 | 843 |
| 1173284 | 771 |
| 316 | 727 |
| 1649877 | 709 |
| 1149133 | 705 |
| 395598 | 691 |
| 168469 | 350 |
| 1849997 | 287 |
| 2587597 | 272 |
| 312306 | 236 |
| 2604832 | 97 |
| 76759 | 5 |
| 251060 | -44 |
| 2479393 | -73 |
| 321846 | -128 |
| 115714 | -155 |
| 78327 | -401 |
| 110517 | -579 |
| 2083052 | -780 |
| 47882 | -804 |
| 2069256 | -822 |
| 1849988 | -827 |
| 1849983 | -848 |
| 77206 | -867 |
| 657346 | -907 |
| 1573718 | -913 |
| 1207075 | -980 |
| 43263 | -1044 |
| 76885 | -1133 |
| 1449786 | -1335 |
| 137658 | -1338 |
| 319939 | -1469 |
| 1849994 | -1522 |
| 1850007 | -1645 |
| 169669 | -1652 |
| 1761895 | -1665 |
| 47886 | -1879 |
| 2213015 | -1894 |
| 1084570 | -2055 |
| 1636610 | -2092 |
| 211594 | -2162 |
| 46257 | -2219 |
| 1338689 | -2272 |
| 1880702 | -2607 |
| 1306993 | -2803 |
| 53412 | -3027 |
| 177980 | -3479 |
| 525486 | -3514 |
g__Acinetobacter
| 2 | |
|---|---|
| set | g__Acinetobacter |
| setSize | 65 |
| pANOVA | 1.92e-24 |
| s.dist | -0.731 |
| p.adjustANOVA | 1.11e-22 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 168931 | -4020 |
| 1636603 | -3991 |
| 2662362 | -3982 |
| 40214 | -3973 |
| 52133 | -3959 |
| 40215 | -3951 |
| 70348 | -3947 |
| 2004646 | -3940 |
| 2609668 | -3932 |
| 1789224 | -3928 |
| 29430 | -3921 |
| 202950 | -3895 |
| 202956 | -3887 |
| 2004644 | -3882 |
| 1608473 | -3875 |
| 1871111 | -3865 |
| 1646498 | -3836 |
| 202955 | -3828 |
| 2004650 | -3823 |
| 134534 | -3821 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 168931 | -4020 |
| 1636603 | -3991 |
| 2662362 | -3982 |
| 40214 | -3973 |
| 52133 | -3959 |
| 40215 | -3951 |
| 70348 | -3947 |
| 2004646 | -3940 |
| 2609668 | -3932 |
| 1789224 | -3928 |
| 29430 | -3921 |
| 202950 | -3895 |
| 202956 | -3887 |
| 2004644 | -3882 |
| 1608473 | -3875 |
| 1871111 | -3865 |
| 1646498 | -3836 |
| 202955 | -3828 |
| 2004650 | -3823 |
| 134534 | -3821 |
| 123502 | -3818 |
| 70347 | -3770 |
| 1879050 | -3752 |
| 72607 | -3724 |
| 2136182 | -3681 |
| 1407071 | -3663 |
| 40216 | -3653 |
| 28090 | -3628 |
| 1217701 | -3627 |
| 106649 | -3550 |
| 1879049 | -3525 |
| 108981 | -3508 |
| 108980 | -3505 |
| 2079596 | -3490 |
| 202952 | -3484 |
| 1808001 | -3477 |
| 487316 | -3367 |
| 106646 | -3362 |
| 756892 | -3322 |
| 106648 | -3256 |
| 710648 | -2991 |
| 470 | -2932 |
| 2004647 | -2923 |
| 262668 | -2781 |
| 165433 | -2770 |
| 202951 | -2737 |
| 1324350 | -2666 |
| 472 | -2645 |
| 396323 | -2542 |
| 202954 | -2282 |
| 1096779 | -2230 |
| 1385437 | -2128 |
| 1758189 | -2081 |
| 280145 | -2013 |
| 1785128 | -2002 |
| 1179080 | -1919 |
| 471 | -1918 |
| 654882 | -1376 |
| 1551639 | -703 |
| 1809055 | -589 |
| 1148157 | -477 |
| 48296 | -208 |
| 106654 | 29 |
| 1619187 | 2131 |
| 2420300 | 3411 |
g__Enterobacter
| 6 | |
|---|---|
| set | g__Enterobacter |
| setSize | 49 |
| pANOVA | 2.48e-15 |
| s.dist | 0.654 |
| p.adjustANOVA | 9.57e-14 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 2596949 | 4155 |
| 2494701 | 4118 |
| 1915310 | 3954 |
| 2051905 | 3923 |
| 2077136 | 3906 |
| 1914861 | 3869 |
| 539812 | 3867 |
| 42895 | 3860 |
| 1848517 | 3834 |
| 69218 | 3830 |
| 2027919 | 3820 |
| 399742 | 3789 |
| 2077137 | 3787 |
| 1862273 | 3723 |
| 2494702 | 3700 |
| 1881855 | 3698 |
| 539813 | 3679 |
| 590046 | 3649 |
| 2478464 | 3610 |
| 2057026 | 3602 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 2596949 | 4155 |
| 2494701 | 4118 |
| 1915310 | 3954 |
| 2051905 | 3923 |
| 2077136 | 3906 |
| 1914861 | 3869 |
| 539812 | 3867 |
| 42895 | 3860 |
| 1848517 | 3834 |
| 69218 | 3830 |
| 2027919 | 3820 |
| 399742 | 3789 |
| 2077137 | 3787 |
| 1862273 | 3723 |
| 2494702 | 3700 |
| 1881855 | 3698 |
| 539813 | 3679 |
| 590046 | 3649 |
| 2478464 | 3610 |
| 2057026 | 3602 |
| 1644867 | 3587 |
| 211595 | 3571 |
| 881260 | 3508 |
| 2529381 | 3504 |
| 299767 | 3486 |
| 1644866 | 3429 |
| 2500132 | 3408 |
| 550 | 3389 |
| 418698 | 3379 |
| 1862227 | 3372 |
| 1367496 | 3370 |
| 1692238 | 3293 |
| 158836 | 3039 |
| 238202 | 2843 |
| 1827481 | 2710 |
| 1166130 | 2652 |
| 208224 | 2364 |
| 1812935 | 2318 |
| 1811975 | 2073 |
| 1560339 | 1630 |
| 1977566 | 1514 |
| 885040 | 700 |
| 1868135 | 367 |
| 61645 | 223 |
| 2565914 | 11 |
| 266145 | -242 |
| 1644888 | -834 |
| 1331408 | -2050 |
| 2093698 | -2140 |
g__Paenibacillus
| 63 | |
|---|---|
| set | g__Paenibacillus |
| setSize | 90 |
| pANOVA | 9.78e-15 |
| s.dist | -0.473 |
| p.adjustANOVA | 2.84e-13 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 78057 | -3988 |
| 1031539 | -3965 |
| 401638 | -3962 |
| 1463157 | -3922 |
| 1178515 | -3916 |
| 649508 | -3759 |
| 365617 | -3749 |
| 128574 | -3732 |
| 1712516 | -3721 |
| 49283 | -3694 |
| 1695218 | -3645 |
| 2495582 | -3644 |
| 130049 | -3639 |
| 1844972 | -3613 |
| 324057 | -3608 |
| 1406 | -3546 |
| 2069255 | -3468 |
| 2023772 | -3456 |
| 44251 | -3419 |
| 227322 | -3409 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 78057 | -3988 |
| 1031539 | -3965 |
| 401638 | -3962 |
| 1463157 | -3922 |
| 1178515 | -3916 |
| 649508 | -3759 |
| 365617 | -3749 |
| 128574 | -3732 |
| 1712516 | -3721 |
| 49283 | -3694 |
| 1695218 | -3645 |
| 2495582 | -3644 |
| 130049 | -3639 |
| 1844972 | -3613 |
| 324057 | -3608 |
| 1406 | -3546 |
| 2069255 | -3468 |
| 2023772 | -3456 |
| 44251 | -3419 |
| 227322 | -3409 |
| 59893 | -3404 |
| 253703 | -3360 |
| 2509456 | -3307 |
| 1870819 | -3299 |
| 189426 | -3295 |
| 1536775 | -3294 |
| 192895 | -3270 |
| 61624 | -3221 |
| 1566358 | -3057 |
| 169760 | -3044 |
| 2660554 | -3022 |
| 1536770 | -3006 |
| 162209 | -2995 |
| 1464 | -2984 |
| 79263 | -2954 |
| 1126833 | -2880 |
| 2565926 | -2872 |
| 1105155 | -2863 |
| 160799 | -2835 |
| 172713 | -2810 |
| 1120679 | -2716 |
| 867076 | -2709 |
| 683737 | -2690 |
| 1778678 | -2689 |
| 1811306 | -2653 |
| 1532905 | -2567 |
| 1616788 | -2540 |
| 1619311 | -2408 |
| 414771 | -2387 |
| 58172 | -2386 |
| 189425 | -2115 |
| 44252 | -2040 |
| 1763538 | -2023 |
| 44250 | -1990 |
| 1451 | -1936 |
| 46240 | -1839 |
| 198119 | -1795 |
| 1536769 | -1774 |
| 1536771 | -1687 |
| 381423 | -1651 |
| 483937 | -1586 |
| 189691 | -1584 |
| 1338368 | -1525 |
| 2487928 | -1493 |
| 1536774 | -1364 |
| 1462996 | -939 |
| 159743 | -801 |
| 59843 | -568 |
| 1536773 | -326 |
| 1324314 | -119 |
| 170367 | 43 |
| 1870820 | 63 |
| 1980674 | 91 |
| 2211212 | 377 |
| 1473112 | 387 |
| 248903 | 677 |
| 225917 | 779 |
| 562959 | 958 |
| 528191 | 977 |
| 1536772 | 1172 |
| 326139 | 1251 |
| 59842 | 1421 |
| 941858 | 1459 |
| 2607911 | 1542 |
| 231952 | 1577 |
| 363858 | 1604 |
| 481743 | 1808 |
| 1401 | 1961 |
| 59840 | 2638 |
| 263817 | 3797 |
g__Aeromonas
| 13 | |
|---|---|
| set | g__Aeromonas |
| setSize | 60 |
| pANOVA | 1.9e-13 |
| s.dist | -0.549 |
| p.adjustANOVA | 4.41e-12 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 1183657 | -3975 |
| 70856 | -3941 |
| 617155 | -3914 |
| 263763 | -3901 |
| 1917144 | -3857 |
| 1636607 | -3831 |
| 362920 | -3790 |
| 633417 | -3783 |
| 648 | -3760 |
| 440079 | -3757 |
| 600645 | -3745 |
| 1758179 | -3744 |
| 271417 | -3743 |
| 646 | -3683 |
| 1636608 | -3674 |
| 931529 | -3665 |
| 1733519 | -3654 |
| 312718 | -3647 |
| 647 | -3616 |
| 654 | -3558 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 1183657 | -3975 |
| 70856 | -3941 |
| 617155 | -3914 |
| 263763 | -3901 |
| 1917144 | -3857 |
| 1636607 | -3831 |
| 362920 | -3790 |
| 633417 | -3783 |
| 648 | -3760 |
| 440079 | -3757 |
| 600645 | -3745 |
| 1758179 | -3744 |
| 271417 | -3743 |
| 646 | -3683 |
| 1636608 | -3674 |
| 931529 | -3665 |
| 1733519 | -3654 |
| 312718 | -3647 |
| 647 | -3616 |
| 654 | -3558 |
| 97346 | -3533 |
| 645 | -3501 |
| 1920107 | -3497 |
| 1055657 | -3476 |
| 644 | -3459 |
| 648794 | -3445 |
| 2033033 | -3440 |
| 196024 | -3430 |
| 633415 | -3387 |
| 652 | -3385 |
| 1636606 | -3380 |
| 651 | -3370 |
| 324617 | -3364 |
| 29489 | -3312 |
| 218936 | -3236 |
| 948519 | -3229 |
| 73010 | -3214 |
| 2033032 | -3192 |
| 1636609 | -3106 |
| 1075205 | -2754 |
| 649 | -2753 |
| 1104769 | -2743 |
| 105751 | -2520 |
| 1246275 | -2340 |
| 558964 | -2029 |
| 656 | -1547 |
| 1814892 | -1051 |
| 650 | -1002 |
| 1006623 | 93 |
| 1055667 | 305 |
| 1675689 | 1089 |
| 502790 | 1684 |
| 1437540 | 1925 |
| 1087881 | 2167 |
| 1917145 | 2299 |
| 591962 | 3189 |
| 1055625 | 3687 |
| 1055628 | 3763 |
| 310404 | 3857 |
| 582203 | 4088 |
g__Comamonas
| 26 | |
|---|---|
| set | g__Comamonas |
| setSize | 18 |
| pANOVA | 2.13e-10 |
| s.dist | -0.864 |
| p.adjustANOVA | 4.11e-09 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 225991 | -4005 |
| 167061 | -4002 |
| 2597701 | -3993 |
| 213664 | -3985 |
| 1317672 | -3954 |
| 1082851 | -3944 |
| 225992 | -3937 |
| 364029 | -3716 |
| 477209 | -3679 |
| 363952 | -3672 |
| 285 | -3540 |
| 1232667 | -3529 |
| 477210 | -3512 |
| 477205 | -3494 |
| 755087 | -3193 |
| 272829 | -2976 |
| 32013 | -2822 |
| 34028 | -454 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 225991 | -4005 |
| 167061 | -4002 |
| 2597701 | -3993 |
| 213664 | -3985 |
| 1317672 | -3954 |
| 1082851 | -3944 |
| 225992 | -3937 |
| 364029 | -3716 |
| 477209 | -3679 |
| 363952 | -3672 |
| 285 | -3540 |
| 1232667 | -3529 |
| 477210 | -3512 |
| 477205 | -3494 |
| 755087 | -3193 |
| 272829 | -2976 |
| 32013 | -2822 |
| 34028 | -454 |
g__Nocardioides
| 84 | |
|---|---|
| set | g__Nocardioides |
| setSize | 20 |
| pANOVA | 1.83e-08 |
| s.dist | 0.727 |
| p.adjustANOVA | 3.04e-07 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 109465 | 4169 |
| 1841 | 4159 |
| 196162 | 3969 |
| 2483798 | 3939 |
| 110319 | 3910 |
| 2518370 | 3900 |
| 2575373 | 3790 |
| 2558918 | 3594 |
| 2662361 | 3586 |
| 2582905 | 3495 |
| 2518371 | 3319 |
| 450734 | 3203 |
| 2045452 | 3099 |
| 2500546 | 3090 |
| 402297 | 2986 |
| 449461 | 2957 |
| 2589074 | 1899 |
| 35761 | 1306 |
| 1804624 | 611 |
| 200618 | 249 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 109465 | 4169 |
| 1841 | 4159 |
| 196162 | 3969 |
| 2483798 | 3939 |
| 110319 | 3910 |
| 2518370 | 3900 |
| 2575373 | 3790 |
| 2558918 | 3594 |
| 2662361 | 3586 |
| 2582905 | 3495 |
| 2518371 | 3319 |
| 450734 | 3203 |
| 2045452 | 3099 |
| 2500546 | 3090 |
| 402297 | 2986 |
| 449461 | 2957 |
| 2589074 | 1899 |
| 35761 | 1306 |
| 1804624 | 611 |
| 200618 | 249 |
g__Lysinibacillus
| 61 | |
|---|---|
| set | g__Lysinibacillus |
| setSize | 18 |
| pANOVA | 7.47e-08 |
| s.dist | -0.732 |
| p.adjustANOVA | 1.08e-06 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 1869345 | -3846 |
| 759811 | -3689 |
| 1055448 | -3568 |
| 1145276 | -3398 |
| 2081964 | -3381 |
| 2169540 | -3278 |
| 436516 | -3271 |
| 309788 | -3173 |
| 2086577 | -3110 |
| 1421 | -3051 |
| 292806 | -3023 |
| 2070463 | -2861 |
| 33935 | -2746 |
| 1055446 | -2501 |
| 582475 | -2473 |
| 2072025 | -2413 |
| 1055447 | -1904 |
| 28031 | -965 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 1869345 | -3846 |
| 759811 | -3689 |
| 1055448 | -3568 |
| 1145276 | -3398 |
| 2081964 | -3381 |
| 2169540 | -3278 |
| 436516 | -3271 |
| 309788 | -3173 |
| 2086577 | -3110 |
| 1421 | -3051 |
| 292806 | -3023 |
| 2070463 | -2861 |
| 33935 | -2746 |
| 1055446 | -2501 |
| 582475 | -2473 |
| 2072025 | -2413 |
| 1055447 | -1904 |
| 28031 | -965 |
g__Roufvirus
| 111 | |
|---|---|
| set | g__Roufvirus |
| setSize | 13 |
| pANOVA | 2.27e-07 |
| s.dist | 0.829 |
| p.adjustANOVA | 2.92e-06 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 1813769 | 3968 |
| 2591136 | 3877 |
| 424716 | 3614 |
| 2565502 | 3577 |
| 2234035 | 3551 |
| 2562461 | 3523 |
| 1873985 | 3457 |
| 2500166 | 3367 |
| 2301723 | 3357 |
| 2340716 | 3352 |
| 2282196 | 3238 |
| 2126819 | 3224 |
| 2583286 | 3181 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 1813769 | 3968 |
| 2591136 | 3877 |
| 424716 | 3614 |
| 2565502 | 3577 |
| 2234035 | 3551 |
| 2562461 | 3523 |
| 1873985 | 3457 |
| 2500166 | 3367 |
| 2301723 | 3357 |
| 2340716 | 3352 |
| 2282196 | 3238 |
| 2126819 | 3224 |
| 2583286 | 3181 |
g__Acidovorax
| 28 | |
|---|---|
| set | g__Acidovorax |
| setSize | 11 |
| pANOVA | 3.1e-07 |
| s.dist | -0.891 |
| p.adjustANOVA | 3.6e-06 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 129134 | -4010 |
| 553814 | -3862 |
| 232721 | -3817 |
| 1842533 | -3740 |
| 721785 | -3733 |
| 2478662 | -3687 |
| 1858609 | -3609 |
| 358220 | -3542 |
| 80867 | -3405 |
| 80869 | -3147 |
| 80868 | -2813 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 129134 | -4010 |
| 553814 | -3862 |
| 232721 | -3817 |
| 1842533 | -3740 |
| 721785 | -3733 |
| 2478662 | -3687 |
| 1858609 | -3609 |
| 358220 | -3542 |
| 80867 | -3405 |
| 80869 | -3147 |
| 80868 | -2813 |
g__Bequatrovirus
| 116 | |
|---|---|
| set | g__Bequatrovirus |
| setSize | 10 |
| pANOVA | 2.37e-06 |
| s.dist | 0.862 |
| p.adjustANOVA | 2.5e-05 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 1918006 | 3812 |
| 1984785 | 3769 |
| 1918005 | 3764 |
| 1805953 | 3755 |
| 1918008 | 3743 |
| 2601669 | 3739 |
| 1983465 | 3707 |
| 2589663 | 3652 |
| 2030094 | 3450 |
| 1918009 | 2800 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 1918006 | 3812 |
| 1984785 | 3769 |
| 1918005 | 3764 |
| 1805953 | 3755 |
| 1918008 | 3743 |
| 2601669 | 3739 |
| 1983465 | 3707 |
| 2589663 | 3652 |
| 2030094 | 3450 |
| 1918009 | 2800 |
g__Sphingobium
| 45 | |
|---|---|
| set | g__Sphingobium |
| setSize | 21 |
| pANOVA | 4.77e-06 |
| s.dist | 0.577 |
| p.adjustANOVA | 4.61e-05 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 332055 | 4151 |
| 2082188 | 3838 |
| 1673076 | 3773 |
| 1855519 | 3740 |
| 2565554 | 3659 |
| 135719 | 3566 |
| 1332080 | 3499 |
| 1315974 | 3473 |
| 46429 | 3199 |
| 1843368 | 2979 |
| 1983755 | 2893 |
| 13690 | 2629 |
| 76947 | 2549 |
| 627192 | 2302 |
| 407020 | 2079 |
| 336203 | 1854 |
| 2676077 | 1609 |
| 120107 | 1013 |
| 484429 | 488 |
| 2072936 | -138 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 332055 | 4151 |
| 2082188 | 3838 |
| 1673076 | 3773 |
| 1855519 | 3740 |
| 2565554 | 3659 |
| 135719 | 3566 |
| 1332080 | 3499 |
| 1315974 | 3473 |
| 46429 | 3199 |
| 1843368 | 2979 |
| 1983755 | 2893 |
| 13690 | 2629 |
| 76947 | 2549 |
| 627192 | 2302 |
| 407020 | 2079 |
| 336203 | 1854 |
| 2676077 | 1609 |
| 120107 | 1013 |
| 484429 | 488 |
| 2072936 | -138 |
| 332056 | -1786 |
g__Rhizobium
| 39 | |
|---|---|
| set | g__Rhizobium |
| setSize | 30 |
| pANOVA | 3.72e-05 |
| s.dist | 0.435 |
| p.adjustANOVA | 0.000332 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 2020312 | 4091 |
| 1869170 | 4046 |
| 2020311 | 3991 |
| 648995 | 3964 |
| 2028343 | 3948 |
| 398 | 3920 |
| 2020313 | 3704 |
| 348824 | 3449 |
| 384 | 2994 |
| 2048897 | 2916 |
| 1571470 | 2588 |
| 1120045 | 2543 |
| 391 | 2481 |
| 136098 | 2122 |
| 1335060 | 2094 |
| 1312183 | 1951 |
| 1538158 | 1751 |
| 2603277 | 1709 |
| 1301032 | 1660 |
| 1914541 | 1588 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 2020312 | 4091 |
| 1869170 | 4046 |
| 2020311 | 3991 |
| 648995 | 3964 |
| 2028343 | 3948 |
| 398 | 3920 |
| 2020313 | 3704 |
| 348824 | 3449 |
| 384 | 2994 |
| 2048897 | 2916 |
| 1571470 | 2588 |
| 1120045 | 2543 |
| 391 | 2481 |
| 136098 | 2122 |
| 1335060 | 2094 |
| 1312183 | 1951 |
| 1538158 | 1751 |
| 2603277 | 1709 |
| 1301032 | 1660 |
| 1914541 | 1588 |
| 56730 | 1520 |
| 1981173 | 1380 |
| 1703969 | 1343 |
| 424182 | 789 |
| 29449 | -311 |
| 396 | -438 |
| 1335061 | -688 |
| 155567 | -1147 |
| 2590777 | -1532 |
| 1435607 | -2508 |
g__Klebsiella
| 5 | |
|---|---|
| set | g__Klebsiella |
| setSize | 32 |
| pANOVA | 6.39e-05 |
| s.dist | -0.409 |
| p.adjustANOVA | 0.00053 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 1339201 | -3953 |
| 1497810 | -3915 |
| 2153354 | -3860 |
| 284011 | -3855 |
| 2697371 | -3816 |
| 1497834 | -3801 |
| 1778873 | -3781 |
| 2587528 | -3741 |
| 2488567 | -3739 |
| 2058152 | -3722 |
| 1905288 | -3702 |
| 1497811 | -3648 |
| 1778875 | -3605 |
| 1778874 | -3536 |
| 573 | -3330 |
| 1972757 | -3279 |
| 576 | -3100 |
| 2267618 | -2821 |
| 1463165 | -2631 |
| 244366 | -2594 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 1339201 | -3953 |
| 1497810 | -3915 |
| 2153354 | -3860 |
| 284011 | -3855 |
| 2697371 | -3816 |
| 1497834 | -3801 |
| 1778873 | -3781 |
| 2587528 | -3741 |
| 2488567 | -3739 |
| 2058152 | -3722 |
| 1905288 | -3702 |
| 1497811 | -3648 |
| 1778875 | -3605 |
| 1778874 | -3536 |
| 573 | -3330 |
| 1972757 | -3279 |
| 576 | -3100 |
| 2267618 | -2821 |
| 1463165 | -2631 |
| 244366 | -2594 |
| 571 | -2217 |
| 1134687 | -2177 |
| 244225 | -991 |
| 548 | 423 |
| 1934254 | 1644 |
| 2026240 | 2558 |
| 1497838 | 2967 |
| 1497839 | 3011 |
| 1778872 | 3065 |
| 2015795 | 3263 |
| 1497836 | 3727 |
| 1497812 | 4143 |
g__Streptomyces
| 72 | |
|---|---|
| set | g__Streptomyces |
| setSize | 282 |
| pANOVA | 0.000104 |
| s.dist | 0.136 |
| p.adjustANOVA | 0.000801 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 1436085 | 4044 |
| 2594462 | 4040 |
| 1827580 | 3935 |
| 42238 | 3880 |
| 97398 | 3760 |
| 1938 | 3735 |
| 1454112 | 3683 |
| 260742 | 3678 |
| 29308 | 3627 |
| 317660 | 3579 |
| 2078691 | 3539 |
| 68246 | 3515 |
| 35621 | 3465 |
| 68229 | 3441 |
| 1855352 | 3407 |
| 1928 | 3388 |
| 68175 | 3361 |
| 1703943 | 3355 |
| 1890 | 3348 |
| 2049881 | 3342 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 1436085 | 4044 |
| 2594462 | 4040 |
| 1827580 | 3935 |
| 42238 | 3880 |
| 97398 | 3760 |
| 1938 | 3735 |
| 1454112 | 3683 |
| 260742 | 3678 |
| 29308 | 3627 |
| 317660 | 3579 |
| 2078691 | 3539 |
| 68246 | 3515 |
| 35621 | 3465 |
| 68229 | 3441 |
| 1855352 | 3407 |
| 1928 | 3388 |
| 68175 | 3361 |
| 1703943 | 3355 |
| 1890 | 3348 |
| 2049881 | 3342 |
| 2099584 | 3246 |
| 1882757 | 3210 |
| 1030489 | 3159 |
| 68264 | 3156 |
| 264024 | 3149 |
| 1415561 | 3132 |
| 2662397 | 3130 |
| 2135430 | 3012 |
| 48665 | 3009 |
| 1077946 | 3006 |
| 68249 | 2931 |
| 33899 | 2927 |
| 103232 | 2846 |
| 1902 | 2642 |
| 1415544 | 2636 |
| 2594463 | 2563 |
| 295838 | 2550 |
| 68203 | 2452 |
| 2594457 | 2427 |
| 1725411 | 2399 |
| 66425 | 2376 |
| 206662 | 2317 |
| 68192 | 2313 |
| 1436084 | 2306 |
| 67372 | 2280 |
| 42684 | 2236 |
| 646637 | 2226 |
| 116188 | 2221 |
| 45398 | 2202 |
| 2014920 | 2195 |
| 1889 | 2194 |
| 2203204 | 2189 |
| 212423 | 2188 |
| 76728 | 2156 |
| 1914992 | 2144 |
| 285570 | 2136 |
| 1616117 | 2081 |
| 115647 | 2077 |
| 1930 | 2047 |
| 1907 | 2034 |
| 2496836 | 2025 |
| 33903 | 1980 |
| 1751294 | 1978 |
| 2653200 | 1954 |
| 659352 | 1932 |
| 1969 | 1919 |
| 42239 | 1917 |
| 1915 | 1912 |
| 2563602 | 1890 |
| 1783515 | 1881 |
| 2695266 | 1866 |
| 2072505 | 1832 |
| 2305221 | 1819 |
| 40318 | 1810 |
| 67366 | 1797 |
| 2184053 | 1793 |
| 2594454 | 1754 |
| 85558 | 1735 |
| 2306165 | 1721 |
| 565560 | 1687 |
| 2594459 | 1673 |
| 47763 | 1655 |
| 348043 | 1636 |
| 1932 | 1631 |
| 1984801 | 1629 |
| 174707 | 1608 |
| 2548456 | 1605 |
| 1265601 | 1599 |
| 2594461 | 1591 |
| 66881 | 1576 |
| 1841249 | 1560 |
| 2282738 | 1552 |
| 553510 | 1550 |
| 224537 | 1535 |
| 1577075 | 1527 |
| 1926 | 1525 |
| 67376 | 1521 |
| 1561022 | 1491 |
| 2506427 | 1490 |
| 1887 | 1476 |
| 444103 | 1457 |
| 41951 | 1424 |
| 1972846 | 1412 |
| 66869 | 1405 |
| 2686304 | 1403 |
| 73044 | 1370 |
| 2202000 | 1337 |
| 29303 | 1325 |
| 665007 | 1307 |
| 1908 | 1299 |
| 164348 | 1290 |
| 1885 | 1287 |
| 67581 | 1261 |
| 68179 | 1244 |
| 68219 | 1237 |
| 67267 | 1227 |
| 565073 | 1220 |
| 2153485 | 1205 |
| 1442159 | 1197 |
| 2109593 | 1179 |
| 202862 | 1164 |
| 1355015 | 1153 |
| 1944 | 1133 |
| 862751 | 1132 |
| 1837283 | 1126 |
| 1893 | 1095 |
| 285450 | 1078 |
| 68214 | 1057 |
| 1911 | 1014 |
| 1943 | 1003 |
| 1437453 | 993 |
| 2203205 | 975 |
| 68570 | 962 |
| 2211357 | 956 |
| 67345 | 938 |
| 1935 | 909 |
| 1442032 | 901 |
| 324833 | 886 |
| 1886 | 872 |
| 2662065 | 864 |
| 1661694 | 859 |
| 2174846 | 820 |
| 2059884 | 813 |
| 67283 | 735 |
| 1916 | 695 |
| 132473 | 693 |
| 576784 | 688 |
| 1881022 | 668 |
| 1690221 | 664 |
| 1849710 | 658 |
| 516183 | 648 |
| 2588707 | 638 |
| 68202 | 607 |
| 1912 | 580 |
| 2588708 | 553 |
| 193462 | 425 |
| 1136432 | 397 |
| 2692235 | 394 |
| 285557 | 393 |
| 1964449 | 389 |
| 83656 | 376 |
| 1940 | 357 |
| 1812480 | 346 |
| 1938841 | 325 |
| 1077944 | 286 |
| 68270 | 276 |
| 2692233 | 245 |
| 1967 | 238 |
| 1649184 | 213 |
| 1900 | 174 |
| 68280 | 151 |
| 1740725 | 141 |
| 1906 | 126 |
| 2136401 | 100 |
| 379067 | 70 |
| 2420135 | 34 |
| 1038928 | 24 |
| 1849967 | 12 |
| 2684468 | -3 |
| 42235 | -17 |
| 42881 | -33 |
| 2599401 | -42 |
| 1950 | -47 |
| 68180 | -59 |
| 1961713 | -68 |
| 2083284 | -113 |
| 39478 | -116 |
| 1736046 | -124 |
| 188770 | -149 |
| 2692234 | -176 |
| 146923 | -247 |
| 42236 | -250 |
| 1851167 | -253 |
| 319318 | -264 |
| 2585716 | -319 |
| 1977088 | -320 |
| 1927 | -384 |
| 38300 | -420 |
| 67255 | -445 |
| 1226757 | -447 |
| 1535768 | -463 |
| 1901 | -485 |
| 2005885 | -486 |
| 1826667 | -492 |
| 67260 | -527 |
| 28894 | -550 |
| 1956 | -558 |
| 408015 | -581 |
| 2094021 | -582 |
| 746675 | -643 |
| 319426 | -671 |
| 1522758 | -678 |
| 1888 | -721 |
| 66429 | -758 |
| 67258 | -786 |
| 54571 | -806 |
| 1169025 | -824 |
| 2582831 | -836 |
| 1112731 | -853 |
| 2175864 | -869 |
| 2676871 | -871 |
| 36818 | -890 |
| 362257 | -891 |
| 465541 | -904 |
| 285473 | -910 |
| 66887 | -922 |
| 1892 | -934 |
| 58343 | -964 |
| 1400207 | -985 |
| 58346 | -993 |
| 67304 | -1011 |
| 47716 | -1023 |
| 516126 | -1065 |
| 92644 | -1175 |
| 1223307 | -1179 |
| 1109743 | -1203 |
| 1262452 | -1207 |
| 1905 | -1236 |
| 1238679 | -1303 |
| 349971 | -1311 |
| 1495638 | -1320 |
| 193461 | -1325 |
| 1931 | -1353 |
| 68209 | -1368 |
| 355249 | -1377 |
| 234612 | -1429 |
| 55404 | -1430 |
| 29309 | -1499 |
| 1971 | -1550 |
| 1642299 | -1611 |
| 1914 | -1664 |
| 1086502 | -1670 |
| 68278 | -1689 |
| 2594455 | -1725 |
| 1653203 | -1849 |
| 75293 | -1856 |
| 1961 | -1865 |
| 255848 | -1895 |
| 97405 | -1920 |
| 2305220 | -1939 |
| 68258 | -1970 |
| 1897 | -1979 |
| 66424 | -1999 |
| 1582798 | -2004 |
| 67297 | -2064 |
| 2099583 | -2171 |
| 83291 | -2183 |
| 67294 | -2195 |
| 1218177 | -2234 |
| 68223 | -2382 |
| 1934390 | -2418 |
| 224730 | -2602 |
| 67375 | -2818 |
| 66431 | -2819 |
| 2203210 | -3195 |
| 1960 | -3215 |
| 270689 | -3252 |
| 204925 | -3302 |
| 310779 | -3482 |
| 68245 | -3509 |
| 1265536 | -3583 |
| 285525 | -3593 |
g__Chryseobacterium
| 92 | |
|---|---|
| set | g__Chryseobacterium |
| setSize | 36 |
| pANOVA | 0.00117 |
| s.dist | -0.313 |
| p.adjustANOVA | 0.0085 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 878220 | -3970 |
| 1241982 | -3969 |
| 2487063 | -3950 |
| 1241978 | -3946 |
| 2487064 | -3856 |
| 112234 | -3849 |
| 253 | -3791 |
| 1813611 | -3680 |
| 1241981 | -3574 |
| 1324352 | -3554 |
| 250 | -3219 |
| 2487071 | -3218 |
| 1124835 | -2704 |
| 1493872 | -2364 |
| 266748 | -2220 |
| 651561 | -2214 |
| 2497456 | -2106 |
| 558152 | -1922 |
| 1265445 | -1588 |
| 246 | -1287 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 878220 | -3970 |
| 1241982 | -3969 |
| 2487063 | -3950 |
| 1241978 | -3946 |
| 2487064 | -3856 |
| 112234 | -3849 |
| 253 | -3791 |
| 1813611 | -3680 |
| 1241981 | -3574 |
| 1324352 | -3554 |
| 250 | -3219 |
| 2487071 | -3218 |
| 1124835 | -2704 |
| 1493872 | -2364 |
| 266748 | -2220 |
| 651561 | -2214 |
| 2497456 | -2106 |
| 558152 | -1922 |
| 1265445 | -1588 |
| 246 | -1287 |
| 2015076 | -1186 |
| 421525 | -1017 |
| 2478663 | -548 |
| 2487072 | -488 |
| 2594269 | -100 |
| 1721091 | -67 |
| 1685010 | 148 |
| 2487065 | 164 |
| 254 | 1423 |
| 2547600 | 1508 |
| 1241979 | 1888 |
| 1871047 | 2170 |
| 536441 | 2509 |
| 2487073 | 3623 |
| 2039166 | 3663 |
| 266749 | 4045 |
g__Pantoea
| 10 | |
|---|---|
| set | g__Pantoea |
| setSize | 20 |
| pANOVA | 0.00182 |
| s.dist | 0.403 |
| p.adjustANOVA | 0.0124 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 549 | 4162 |
| 352158 | 4055 |
| 55209 | 3983 |
| 592316 | 3827 |
| 66269 | 3731 |
| 1076550 | 3664 |
| 2575375 | 3391 |
| 470934 | 3140 |
| 2490851 | 3073 |
| 2479547 | 3069 |
| 472695 | 2309 |
| 1484158 | 2076 |
| 2052056 | 2011 |
| 470933 | 1418 |
| 1891675 | 1387 |
| 184999 | -282 |
| 553 | -552 |
| 59814 | -2385 |
| 1235990 | -3662 |
| 1484157 | -3753 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 549 | 4162 |
| 352158 | 4055 |
| 55209 | 3983 |
| 592316 | 3827 |
| 66269 | 3731 |
| 1076550 | 3664 |
| 2575375 | 3391 |
| 470934 | 3140 |
| 2490851 | 3073 |
| 2479547 | 3069 |
| 472695 | 2309 |
| 1484158 | 2076 |
| 2052056 | 2011 |
| 470933 | 1418 |
| 1891675 | 1387 |
| 184999 | -282 |
| 553 | -552 |
| 59814 | -2385 |
| 1235990 | -3662 |
| 1484157 | -3753 |
g__Thermogutta
| 101 | |
|---|---|
| set | g__Thermogutta |
| setSize | 53 |
| pANOVA | 0.00326 |
| s.dist | -0.234 |
| p.adjustANOVA | 0.02 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 2527962 | -3378 |
| 1331910 | -3326 |
| 2527984 | -3131 |
| 2528026 | -3099 |
| 2528029 | -3036 |
| 2528008 | -3012 |
| 2527990 | -3000 |
| 2528022 | -2620 |
| 2527995 | -2582 |
| 2527974 | -2518 |
| 2527968 | -2383 |
| 2527965 | -2329 |
| 1930276 | -2326 |
| 2528007 | -2315 |
| 2528025 | -2210 |
| 2026780 | -1826 |
| 2527963 | -1807 |
| 2527996 | -1683 |
| 2528021 | -1681 |
| 2596890 | -1619 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 2527962 | -3378 |
| 1331910 | -3326 |
| 2527984 | -3131 |
| 2528026 | -3099 |
| 2528029 | -3036 |
| 2528008 | -3012 |
| 2527990 | -3000 |
| 2528022 | -2620 |
| 2527995 | -2582 |
| 2527974 | -2518 |
| 2527968 | -2383 |
| 2527965 | -2329 |
| 1930276 | -2326 |
| 2528007 | -2315 |
| 2528025 | -2210 |
| 2026780 | -1826 |
| 2527963 | -1807 |
| 2527996 | -1683 |
| 2528021 | -1681 |
| 2596890 | -1619 |
| 2528028 | -1612 |
| 2527979 | -1596 |
| 2527983 | -1528 |
| 2528009 | -1518 |
| 2527992 | -1369 |
| 2527964 | -1357 |
| 2527994 | -1233 |
| 2527980 | -1198 |
| 2528027 | -958 |
| 2527975 | -816 |
| 2527998 | -730 |
| 2528010 | -702 |
| 2528023 | -691 |
| 2527971 | -686 |
| 1930273 | -622 |
| 2527978 | -599 |
| 2527973 | -506 |
| 2527989 | -504 |
| 2528017 | -159 |
| 2528030 | 13 |
| 2527981 | 271 |
| 2527988 | 291 |
| 2527993 | 363 |
| 1930275 | 487 |
| 2527997 | 536 |
| 2528018 | 1207 |
| 2527967 | 1787 |
| 1930277 | 2158 |
| 2527972 | 2210 |
| 2527982 | 2675 |
| 2527976 | 3026 |
| 1930274 | 3356 |
| 2528020 | 3435 |
g__Citrobacter
| 4 | |
|---|---|
| set | g__Citrobacter |
| setSize | 43 |
| pANOVA | 0.00328 |
| s.dist | -0.26 |
| p.adjustANOVA | 0.02 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 1639134 | -3945 |
| 2066049 | -3907 |
| 1639132 | -3806 |
| 1702170 | -3755 |
| 35703 | -3754 |
| 67827 | -3676 |
| 133448 | -3618 |
| 1703250 | -3538 |
| 1686379 | -3522 |
| 213763 | -3454 |
| 1639131 | -3423 |
| 596416 | -3084 |
| 2077149 | -2958 |
| 1563222 | -2948 |
| 255063 | -2936 |
| 2019568 | -2933 |
| 2546350 | -2797 |
| 57706 | -2570 |
| 2576406 | -2530 |
| 2013114 | -2232 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 1639134 | -3945 |
| 2066049 | -3907 |
| 1639132 | -3806 |
| 1702170 | -3755 |
| 35703 | -3754 |
| 67827 | -3676 |
| 133448 | -3618 |
| 1703250 | -3538 |
| 1686379 | -3522 |
| 213763 | -3454 |
| 1639131 | -3423 |
| 596416 | -3084 |
| 2077149 | -2958 |
| 1563222 | -2948 |
| 255063 | -2936 |
| 2019568 | -2933 |
| 2546350 | -2797 |
| 57706 | -2570 |
| 2576406 | -2530 |
| 2013114 | -2232 |
| 1639133 | -2173 |
| 546 | -1997 |
| 1920110 | -1948 |
| 60486 | -1940 |
| 67828 | -1075 |
| 535727 | -763 |
| 67824 | -453 |
| 545 | 399 |
| 2653932 | 635 |
| 2562449 | 876 |
| 67826 | 1278 |
| 200446 | 1339 |
| 2529121 | 1441 |
| 67825 | 1668 |
| 2077148 | 1738 |
| 2566012 | 1782 |
| 2077147 | 2300 |
| 2697370 | 2394 |
| 2660638 | 2576 |
| 67829 | 2906 |
| 535726 | 3817 |
| 60488 | 4184 |
| 60487 | 4191 |
g__Exiguobacterium
| 66 | |
|---|---|
| set | g__Exiguobacterium |
| setSize | 10 |
| pANOVA | 0.00397 |
| s.dist | 0.526 |
| p.adjustANOVA | 0.023 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 1399115 | 4139 |
| 1224749 | 4064 |
| 1849031 | 4047 |
| 41170 | 3777 |
| 360911 | 3198 |
| 132920 | 2468 |
| 2051906 | 2304 |
| 332410 | 1000 |
| 340146 | -125 |
| 1389960 | -2461 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 1399115 | 4139 |
| 1224749 | 4064 |
| 1849031 | 4047 |
| 41170 | 3777 |
| 360911 | 3198 |
| 132920 | 2468 |
| 2051906 | 2304 |
| 332410 | 1000 |
| 340146 | -125 |
| 1389960 | -2461 |
g__Lelliottia
| 7 | |
|---|---|
| set | g__Lelliottia |
| setSize | 18 |
| pANOVA | 0.0049 |
| s.dist | 0.383 |
| p.adjustANOVA | 0.0271 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 1920109 | 4113 |
| 69220 | 3975 |
| 2052938 | 3804 |
| 1907578 | 3733 |
| 2153385 | 3648 |
| 61646 | 3597 |
| 1849603 | 3517 |
| 83668 | 3103 |
| 2066051 | 3029 |
| 1920128 | 2885 |
| 497121 | 2740 |
| 693444 | 2015 |
| 891974 | 1579 |
| 1265478 | 114 |
| 134287 | -1767 |
| 2341 | -2293 |
| 338906 | -4021 |
| 203255 | -4023 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 1920109 | 4113 |
| 69220 | 3975 |
| 2052938 | 3804 |
| 1907578 | 3733 |
| 2153385 | 3648 |
| 61646 | 3597 |
| 1849603 | 3517 |
| 83668 | 3103 |
| 2066051 | 3029 |
| 1920128 | 2885 |
| 497121 | 2740 |
| 693444 | 2015 |
| 891974 | 1579 |
| 1265478 | 114 |
| 134287 | -1767 |
| 2341 | -2293 |
| 338906 | -4021 |
| 203255 | -4023 |
g__Bradyrhizobium
| 37 | |
|---|---|
| set | g__Bradyrhizobium |
| setSize | 33 |
| pANOVA | 0.00635 |
| s.dist | 0.275 |
| p.adjustANOVA | 0.0335 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 188722 | 4182 |
| 375 | 2632 |
| 2599805 | 2499 |
| 1404367 | 2384 |
| 1404864 | 2328 |
| 190148 | 2316 |
| 1325095 | 2249 |
| 1404768 | 2225 |
| 199684 | 2198 |
| 1274631 | 1868 |
| 1325090 | 1747 |
| 255045 | 1744 |
| 114615 | 1626 |
| 858422 | 1428 |
| 1437360 | 1332 |
| 376 | 1308 |
| 335659 | 1071 |
| 2599819 | 1044 |
| 722472 | 1030 |
| 115808 | 951 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 188722 | 4182 |
| 375 | 2632 |
| 2599805 | 2499 |
| 1404367 | 2384 |
| 1404864 | 2328 |
| 190148 | 2316 |
| 1325095 | 2249 |
| 1404768 | 2225 |
| 199684 | 2198 |
| 1274631 | 1868 |
| 1325090 | 1747 |
| 255045 | 1744 |
| 114615 | 1626 |
| 858422 | 1428 |
| 1437360 | 1332 |
| 376 | 1308 |
| 335659 | 1071 |
| 2599819 | 1044 |
| 722472 | 1030 |
| 115808 | 951 |
| 2057741 | 944 |
| 167468 | 915 |
| 1223566 | 903 |
| 244734 | 647 |
| 44255 | 594 |
| 29448 | 579 |
| 1325107 | 525 |
| 288000 | 82 |
| 931866 | -41 |
| 319017 | -71 |
| 2493093 | -500 |
| 1325115 | -660 |
| 1355477 | -2290 |
g__Plasmodium
| 108 | |
|---|---|
| set | g__Plasmodium |
| setSize | 22 |
| pANOVA | 0.0111 |
| s.dist | -0.313 |
| p.adjustANOVA | 0.0558 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 880535 | -3930 |
| 85471 | -3631 |
| 647221 | -2892 |
| 5858 | -2619 |
| 5827 | -2095 |
| 5833 | -2069 |
| 36330 | -2007 |
| 5850 | -1951 |
| 5857 | -1731 |
| 5860 | -1432 |
| 5849 | -1350 |
| 880534 | -1295 |
| 5821 | -1146 |
| 208452 | -969 |
| 880536 | -854 |
| 720590 | -570 |
| 77519 | -480 |
| 5854 | -263 |
| 5861 | -249 |
| 5855 | 1592 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 880535 | -3930 |
| 85471 | -3631 |
| 647221 | -2892 |
| 5858 | -2619 |
| 5827 | -2095 |
| 5833 | -2069 |
| 36330 | -2007 |
| 5850 | -1951 |
| 5857 | -1731 |
| 5860 | -1432 |
| 5849 | -1350 |
| 880534 | -1295 |
| 5821 | -1146 |
| 208452 | -969 |
| 880536 | -854 |
| 720590 | -570 |
| 77519 | -480 |
| 5854 | -263 |
| 5861 | -249 |
| 5855 | 1592 |
| 52288 | 1661 |
| 5825 | 1781 |
g__Erwinia
| 11 | |
|---|---|
| set | g__Erwinia |
| setSize | 12 |
| pANOVA | 0.0141 |
| s.dist | 0.409 |
| p.adjustANOVA | 0.0676 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 55211 | 3956 |
| 79967 | 3598 |
| 1619313 | 3516 |
| 65700 | 3336 |
| 552 | 2825 |
| 215689 | 1900 |
| 2547962 | 1769 |
| 338565 | 1024 |
| 182337 | 808 |
| 2681984 | 621 |
| 92490 | 170 |
| 1922217 | -2389 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 55211 | 3956 |
| 79967 | 3598 |
| 1619313 | 3516 |
| 65700 | 3336 |
| 552 | 2825 |
| 215689 | 1900 |
| 2547962 | 1769 |
| 338565 | 1024 |
| 182337 | 808 |
| 2681984 | 621 |
| 92490 | 170 |
| 1922217 | -2389 |
g__Flavobacterium
| 93 | |
|---|---|
| set | g__Flavobacterium |
| setSize | 29 |
| pANOVA | 0.0146 |
| s.dist | 0.262 |
| p.adjustANOVA | 0.0676 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 408956 | 4026 |
| 1306519 | 3694 |
| 986 | 3119 |
| 2172098 | 3085 |
| 1678728 | 2856 |
| 2249356 | 2757 |
| 2665645 | 2356 |
| 96345 | 2310 |
| 2478552 | 2229 |
| 1179672 | 2215 |
| 2183896 | 2114 |
| 55197 | 2052 |
| 2175091 | 1780 |
| 2162713 | 1695 |
| 1617283 | 1517 |
| 996 | 1472 |
| 2602769 | 1439 |
| 2294119 | 1390 |
| 1492737 | 916 |
| 312277 | 822 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 408956 | 4026 |
| 1306519 | 3694 |
| 986 | 3119 |
| 2172098 | 3085 |
| 1678728 | 2856 |
| 2249356 | 2757 |
| 2665645 | 2356 |
| 96345 | 2310 |
| 2478552 | 2229 |
| 1179672 | 2215 |
| 2183896 | 2114 |
| 55197 | 2052 |
| 2175091 | 1780 |
| 2162713 | 1695 |
| 1617283 | 1517 |
| 996 | 1472 |
| 2602769 | 1439 |
| 2294119 | 1390 |
| 1492737 | 916 |
| 312277 | 822 |
| 2547394 | 274 |
| 2201181 | 273 |
| 1784713 | -613 |
| 683124 | -1185 |
| 1763534 | -1195 |
| 459526 | -1358 |
| 1355330 | -1458 |
| 2518177 | -2243 |
| 239 | -2838 |
g__Rhodococcus
| 78 | |
|---|---|
| set | g__Rhodococcus |
| setSize | 41 |
| pANOVA | 0.0159 |
| s.dist | -0.218 |
| p.adjustANOVA | 0.0712 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 251637 | -4016 |
| 2054902 | -3820 |
| 1723645 | -3471 |
| 2594007 | -3283 |
| 43767 | -3031 |
| 1833 | -2786 |
| 1564114 | -2531 |
| 2567884 | -2396 |
| 37919 | -2354 |
| 1805827 | -2139 |
| 334542 | -2135 |
| 2499145 | -2048 |
| 191292 | -1943 |
| 38310 | -1937 |
| 1829 | -1910 |
| 1828 | -1877 |
| 679318 | -1616 |
| 1831 | -1602 |
| 1653479 | -1542 |
| 1990687 | -1509 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 251637 | -4016 |
| 2054902 | -3820 |
| 1723645 | -3471 |
| 2594007 | -3283 |
| 43767 | -3031 |
| 1833 | -2786 |
| 1564114 | -2531 |
| 2567884 | -2396 |
| 37919 | -2354 |
| 1805827 | -2139 |
| 334542 | -2135 |
| 2499145 | -2048 |
| 191292 | -1943 |
| 38310 | -1937 |
| 1829 | -1910 |
| 1828 | -1877 |
| 679318 | -1616 |
| 1831 | -1602 |
| 1653479 | -1542 |
| 1990687 | -1509 |
| 2507582 | -1498 |
| 1830 | -1395 |
| 132919 | -1284 |
| 1727214 | -1089 |
| 1653478 | -880 |
| 1807790 | -694 |
| 1302308 | -689 |
| 933800 | -554 |
| 2663121 | -295 |
| 230533 | -214 |
| 935199 | 530 |
| 1500843 | 655 |
| 251638 | 793 |
| 2490853 | 857 |
| 1033922 | 1051 |
| 402236 | 1270 |
| 186196 | 3329 |
| 1570939 | 3343 |
| 103816 | 3550 |
| 1045808 | 3719 |
| 227347 | 4172 |
g__Stenotrophomonas
| 14 | |
|---|---|
| set | g__Stenotrophomonas |
| setSize | 20 |
| pANOVA | 0.0196 |
| s.dist | -0.302 |
| p.adjustANOVA | 0.0842 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 40324 | -3906 |
| 128780 | -3246 |
| 2072406 | -3184 |
| 2040586 | -2895 |
| 2211160 | -2606 |
| 2072414 | -2429 |
| 2546450 | -2194 |
| 2303750 | -1993 |
| 2072413 | -1781 |
| 2072412 | -1751 |
| 2072409 | -1571 |
| 2282124 | -1408 |
| 2072407 | -612 |
| 2691571 | -424 |
| 216778 | 476 |
| 1904944 | 509 |
| 2005046 | 816 |
| 1827305 | 866 |
| 2072408 | 1285 |
| 2072405 | 2896 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 40324 | -3906 |
| 128780 | -3246 |
| 2072406 | -3184 |
| 2040586 | -2895 |
| 2211160 | -2606 |
| 2072414 | -2429 |
| 2546450 | -2194 |
| 2303750 | -1993 |
| 2072413 | -1781 |
| 2072412 | -1751 |
| 2072409 | -1571 |
| 2282124 | -1408 |
| 2072407 | -612 |
| 2691571 | -424 |
| 216778 | 476 |
| 1904944 | 509 |
| 2005046 | 816 |
| 1827305 | 866 |
| 2072408 | 1285 |
| 2072405 | 2896 |
g__Massilia
| 33 | |
|---|---|
| set | g__Massilia |
| setSize | 14 |
| pANOVA | 0.0302 |
| s.dist | 0.335 |
| p.adjustANOVA | 0.125 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 321983 | 2902 |
| 2045208 | 2498 |
| 47229 | 2298 |
| 1141883 | 2223 |
| 321984 | 1663 |
| 2072590 | 1572 |
| 864828 | 1558 |
| 871742 | 1181 |
| 1678028 | 1034 |
| 321985 | 1005 |
| 1593482 | 995 |
| 945844 | 833 |
| 1707785 | 818 |
| 169973 | -221 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 321983 | 2902 |
| 2045208 | 2498 |
| 47229 | 2298 |
| 1141883 | 2223 |
| 321984 | 1663 |
| 2072590 | 1572 |
| 864828 | 1558 |
| 871742 | 1181 |
| 1678028 | 1034 |
| 321985 | 1005 |
| 1593482 | 995 |
| 945844 | 833 |
| 1707785 | 818 |
| 169973 | -221 |
g__Bacillus
| 60 | |
|---|---|
| set | g__Bacillus |
| setSize | 150 |
| pANOVA | 0.0319 |
| s.dist | -0.102 |
| p.adjustANOVA | 0.128 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 161537 | -4027 |
| 101081 | -4003 |
| 258060 | -3905 |
| 2683680 | -3845 |
| 360310 | -3794 |
| 299442 | -3746 |
| 263474 | -3707 |
| 293387 | -3685 |
| 2026191 | -3649 |
| 1402 | -3592 |
| 756828 | -3552 |
| 2233998 | -3549 |
| 1890302 | -3506 |
| 2026190 | -3498 |
| 2051555 | -3493 |
| 2053832 | -3489 |
| 2026189 | -3475 |
| 2026194 | -3458 |
| 2026192 | -3441 |
| 1405 | -3424 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 161537 | -4027 |
| 101081 | -4003 |
| 258060 | -3905 |
| 2683680 | -3845 |
| 360310 | -3794 |
| 299442 | -3746 |
| 263474 | -3707 |
| 293387 | -3685 |
| 2026191 | -3649 |
| 1402 | -3592 |
| 756828 | -3552 |
| 2233998 | -3549 |
| 1890302 | -3506 |
| 2026190 | -3498 |
| 2051555 | -3493 |
| 2053832 | -3489 |
| 2026189 | -3475 |
| 2026194 | -3458 |
| 2026192 | -3441 |
| 1405 | -3424 |
| 1428 | -3379 |
| 1162034 | -3369 |
| 2080759 | -3349 |
| 1178537 | -3323 |
| 1839798 | -3259 |
| 2499213 | -3241 |
| 658666 | -3234 |
| 665099 | -3203 |
| 1892404 | -3202 |
| 2576356 | -3199 |
| 1441264 | -3073 |
| 492670 | -3061 |
| 2338372 | -3056 |
| 2026186 | -3052 |
| 1423 | -3003 |
| 716547 | -2957 |
| 2026187 | -2950 |
| 2608254 | -2938 |
| 1868655 | -2927 |
| 2217832 | -2896 |
| 155322 | -2882 |
| 247846 | -2860 |
| 300825 | -2832 |
| 1868392 | -2806 |
| 98228 | -2776 |
| 1396 | -2775 |
| 1868385 | -2764 |
| 293389 | -2762 |
| 561879 | -2698 |
| 152268 | -2646 |
| 2070759 | -2609 |
| 1392 | -2604 |
| 361272 | -2588 |
| 2529386 | -2495 |
| 46224 | -2486 |
| 1408 | -2445 |
| 1581038 | -2410 |
| 421767 | -2403 |
| 1071080 | -2310 |
| 1397 | -2125 |
| 324767 | -1927 |
| 2660750 | -1819 |
| 1193713 | -1780 |
| 1242912 | -1759 |
| 189382 | -1734 |
| 258061 | -1716 |
| 1441095 | -1706 |
| 1478 | -1627 |
| 1670641 | -1268 |
| 2666127 | -1021 |
| 450367 | -826 |
| 1648923 | -819 |
| 632773 | -625 |
| 258054 | -430 |
| 1010692 | -422 |
| 1783501 | -259 |
| 2011012 | -246 |
| 352858 | -239 |
| 260554 | -200 |
| 101060 | 37 |
| 199441 | 176 |
| 109322 | 242 |
| 2598861 | 446 |
| 228899 | 518 |
| 360280 | 559 |
| 79880 | 569 |
| 1467 | 604 |
| 1827146 | 750 |
| 1409 | 776 |
| 1177653 | 821 |
| 189381 | 865 |
| 33932 | 905 |
| 1705566 | 1039 |
| 580165 | 1142 |
| 1402861 | 1148 |
| 492309 | 1183 |
| 86664 | 1260 |
| 86039 | 1375 |
| 1127744 | 1445 |
| 666686 | 1460 |
| 72361 | 1465 |
| 101056 | 1596 |
| 1445 | 1694 |
| 79885 | 1759 |
| 79883 | 1765 |
| 1742359 | 1798 |
| 1398 | 1830 |
| 1390 | 1876 |
| 412384 | 2062 |
| 1664069 | 2080 |
| 218284 | 2084 |
| 330298 | 2133 |
| 1547283 | 2241 |
| 2682541 | 2281 |
| 2009331 | 2485 |
| 264697 | 2505 |
| 129985 | 2522 |
| 1455 | 2556 |
| 1479 | 2562 |
| 1404 | 2571 |
| 486398 | 2594 |
| 83428 | 2596 |
| 859143 | 2627 |
| 1413 | 2665 |
| 554143 | 2690 |
| 86665 | 2709 |
| 119858 | 2787 |
| 64104 | 2877 |
| 2052936 | 2971 |
| 1452 | 2978 |
| 2587848 | 3007 |
| 2014076 | 3031 |
| 2567941 | 3113 |
| 330297 | 3195 |
| 999693 | 3244 |
| 1471 | 3322 |
| 1177647 | 3331 |
| 2026188 | 3344 |
| 1215031 | 3462 |
| 279826 | 3503 |
| 79882 | 3512 |
| 1565991 | 3534 |
| 220687 | 3609 |
| 35841 | 3772 |
| 1834954 | 4067 |
| 293822 | 4075 |
| 764036 | 4120 |
| 247859 | 4121 |
| 203371 | 4171 |
| 330292 | 4176 |
g__Cupriavidus
| 29 | |
|---|---|
| set | g__Cupriavidus |
| setSize | 14 |
| pANOVA | 0.0359 |
| s.dist | 0.324 |
| p.adjustANOVA | 0.133 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 96344 | 2844 |
| 1873897 | 2762 |
| 106590 | 2580 |
| 82541 | 2551 |
| 164546 | 2516 |
| 248026 | 2341 |
| 68895 | 2201 |
| 1389192 | 1851 |
| 82633 | 1847 |
| 151783 | 1587 |
| 1796606 | 707 |
| 119219 | -753 |
| 876364 | -1552 |
| 367825 | -1743 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 96344 | 2844 |
| 1873897 | 2762 |
| 106590 | 2580 |
| 82541 | 2551 |
| 164546 | 2516 |
| 248026 | 2341 |
| 68895 | 2201 |
| 1389192 | 1851 |
| 82633 | 1847 |
| 151783 | 1587 |
| 1796606 | 707 |
| 119219 | -753 |
| 876364 | -1552 |
| 367825 | -1743 |
g__Fusarium
| 106 | |
|---|---|
| set | g__Fusarium |
| setSize | 13 |
| pANOVA | 0.0362 |
| s.dist | -0.336 |
| p.adjustANOVA | 0.133 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 140110 | -3792 |
| 5507 | -3705 |
| 169388 | -3524 |
| 101028 | -3287 |
| 231269 | -2920 |
| 117187 | -2615 |
| 5518 | -2513 |
| 57143 | -936 |
| 948311 | -380 |
| 56646 | -34 |
| 5127 | -32 |
| 79018 | 3122 |
| 5516 | 3734 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 140110 | -3792 |
| 5507 | -3705 |
| 169388 | -3524 |
| 101028 | -3287 |
| 231269 | -2920 |
| 117187 | -2615 |
| 5518 | -2513 |
| 57143 | -936 |
| 948311 | -380 |
| 56646 | -34 |
| 5127 | -32 |
| 79018 | 3122 |
| 5516 | 3734 |
g__Halomonas
| 22 | |
|---|---|
| set | g__Halomonas |
| setSize | 35 |
| pANOVA | 0.0367 |
| s.dist | 0.204 |
| p.adjustANOVA | 0.133 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 357658 | 4180 |
| 2562282 | 3957 |
| 1346287 | 3894 |
| 29570 | 3882 |
| 1504981 | 3875 |
| 2497861 | 3557 |
| 664683 | 3285 |
| 1761789 | 2851 |
| 1971364 | 2832 |
| 29571 | 2589 |
| 2576841 | 2414 |
| 2587849 | 2370 |
| 390919 | 2245 |
| 115553 | 2112 |
| 2014541 | 2093 |
| 2306583 | 2018 |
| 1118153 | 1913 |
| 44935 | 1524 |
| 213554 | 1238 |
| 2136172 | 1188 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 357658 | 4180 |
| 2562282 | 3957 |
| 1346287 | 3894 |
| 29570 | 3882 |
| 1504981 | 3875 |
| 2497861 | 3557 |
| 664683 | 3285 |
| 1761789 | 2851 |
| 1971364 | 2832 |
| 29571 | 2589 |
| 2576841 | 2414 |
| 2587849 | 2370 |
| 390919 | 2245 |
| 115553 | 2112 |
| 2014541 | 2093 |
| 2306583 | 2018 |
| 1118153 | 1913 |
| 44935 | 1524 |
| 213554 | 1238 |
| 2136172 | 1188 |
| 2661553 | 1186 |
| 115555 | 1137 |
| 2587844 | -40 |
| 1897729 | -139 |
| 147248 | -728 |
| 507626 | -909 |
| 1609967 | -999 |
| 115561 | -1234 |
| 475662 | -1691 |
| 2746 | -2641 |
| 1883416 | -2717 |
| 1178482 | -2735 |
| 1666906 | -3116 |
| 272774 | -3288 |
| 349789 | -4025 |
g__Micromonospora
| 82 | |
|---|---|
| set | g__Micromonospora |
| setSize | 27 |
| pANOVA | 0.0428 |
| s.dist | -0.225 |
| p.adjustANOVA | 0.151 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 2675222 | -2795 |
| 2201999 | -2670 |
| 648999 | -2093 |
| 1182970 | -2058 |
| 219305 | -2045 |
| 47872 | -2021 |
| 47858 | -1640 |
| 285665 | -1595 |
| 299146 | -1572 |
| 718015 | -1560 |
| 2039870 | -1536 |
| 291594 | -1521 |
| 261654 | -1129 |
| 1881 | -1118 |
| 356852 | -843 |
| 47857 | -811 |
| 47865 | -645 |
| 307121 | -373 |
| 1914461 | 56 |
| 479978 | 62 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 2675222 | -2795 |
| 2201999 | -2670 |
| 648999 | -2093 |
| 1182970 | -2058 |
| 219305 | -2045 |
| 47872 | -2021 |
| 47858 | -1640 |
| 285665 | -1595 |
| 299146 | -1572 |
| 718015 | -1560 |
| 2039870 | -1536 |
| 291594 | -1521 |
| 261654 | -1129 |
| 1881 | -1118 |
| 356852 | -843 |
| 47857 | -811 |
| 47865 | -645 |
| 307121 | -373 |
| 1914461 | 56 |
| 479978 | 62 |
| 1874 | 166 |
| 709883 | 280 |
| 1877 | 511 |
| 299152 | 560 |
| 47850 | 753 |
| 356851 | 1202 |
| 2583243 | 1648 |
g__Janthinobacterium
| 34 | |
|---|---|
| set | g__Janthinobacterium |
| setSize | 10 |
| pANOVA | 0.0454 |
| s.dist | 0.366 |
| p.adjustANOVA | 0.155 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 1236179 | 2865 |
| 1938606 | 2379 |
| 2590869 | 2320 |
| 55508 | 2179 |
| 1644131 | 1664 |
| 2497863 | 1383 |
| 29581 | 1303 |
| 375286 | 717 |
| 368607 | 602 |
| 242828 | 405 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 1236179 | 2865 |
| 1938606 | 2379 |
| 2590869 | 2320 |
| 55508 | 2179 |
| 1644131 | 1664 |
| 2497863 | 1383 |
| 29581 | 1303 |
| 375286 | 717 |
| 368607 | 602 |
| 242828 | 405 |
g__Staphylococcus
| 65 | |
|---|---|
| set | g__Staphylococcus |
| setSize | 41 |
| pANOVA | 0.0468 |
| s.dist | 0.18 |
| p.adjustANOVA | 0.155 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 46126 | 3911 |
| 985002 | 3714 |
| 29384 | 3563 |
| 29380 | 3385 |
| 1295 | 3257 |
| 29388 | 3228 |
| 29382 | 3150 |
| 214473 | 2990 |
| 70258 | 2926 |
| 1290 | 2899 |
| 45972 | 2782 |
| 1286 | 2707 |
| 1654388 | 2578 |
| 29379 | 2525 |
| 1294 | 2510 |
| 1296 | 2265 |
| 61015 | 2059 |
| 53344 | 1624 |
| 2025492 | 1583 |
| 28035 | 1481 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 46126 | 3911 |
| 985002 | 3714 |
| 29384 | 3563 |
| 29380 | 3385 |
| 1295 | 3257 |
| 29388 | 3228 |
| 29382 | 3150 |
| 214473 | 2990 |
| 70258 | 2926 |
| 1290 | 2899 |
| 45972 | 2782 |
| 1286 | 2707 |
| 1654388 | 2578 |
| 29379 | 2525 |
| 1294 | 2510 |
| 1296 | 2265 |
| 61015 | 2059 |
| 53344 | 1624 |
| 2025492 | 1583 |
| 28035 | 1481 |
| 2044912 | 1469 |
| 985762 | 1436 |
| 308354 | 774 |
| 1282 | 719 |
| 29385 | 608 |
| 170573 | 362 |
| 246432 | 169 |
| 155085 | -5 |
| 1281 | -135 |
| 150056 | -713 |
| 1288 | -809 |
| 643214 | -902 |
| 283734 | -1957 |
| 1280 | -2100 |
| 42858 | -2379 |
| 1283 | -2405 |
| 70255 | -2699 |
| 46127 | -3129 |
| 29378 | -3253 |
| 1292 | -3353 |
| 1284 | -3408 |
g__Geobacillus
| 62 | |
|---|---|
| set | g__Geobacillus |
| setSize | 19 |
| pANOVA | 0.048 |
| s.dist | 0.262 |
| p.adjustANOVA | 0.155 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 1422 | 4063 |
| 391290 | 3898 |
| 129338 | 3851 |
| 228952 | 3775 |
| 295930 | 3377 |
| 471223 | 3116 |
| 33940 | 3041 |
| 1629723 | 2662 |
| 581103 | 2645 |
| 691437 | 2631 |
| 169283 | 1783 |
| 1921421 | 527 |
| 1462 | 186 |
| 1394 | -1300 |
| 1519377 | -1822 |
| 33938 | -2129 |
| 1233873 | -2553 |
| 33941 | -2761 |
| 1813182 | -3032 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 1422 | 4063 |
| 391290 | 3898 |
| 129338 | 3851 |
| 228952 | 3775 |
| 295930 | 3377 |
| 471223 | 3116 |
| 33940 | 3041 |
| 1629723 | 2662 |
| 581103 | 2645 |
| 691437 | 2631 |
| 169283 | 1783 |
| 1921421 | 527 |
| 1462 | 186 |
| 1394 | -1300 |
| 1519377 | -1822 |
| 33938 | -2129 |
| 1233873 | -2553 |
| 33941 | -2761 |
| 1813182 | -3032 |
g__Mesorhizobium
| 41 | |
|---|---|
| set | g__Mesorhizobium |
| setSize | 30 |
| pANOVA | 0.0535 |
| s.dist | -0.204 |
| p.adjustANOVA | 0.164 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 207743 | -4015 |
| 266294 | -4013 |
| 2493670 | -2988 |
| 278153 | -2706 |
| 2493674 | -2474 |
| 2493671 | -2079 |
| 2493681 | -2008 |
| 593909 | -1921 |
| 2493676 | -1905 |
| 2493680 | -1874 |
| 2493672 | -1787 |
| 536018 | -1650 |
| 2584466 | -1459 |
| 381 | -1431 |
| 2493673 | -1039 |
| 2108445 | -1029 |
| 2493675 | -832 |
| 2493677 | -784 |
| 1670800 | -783 |
| 71433 | -459 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 207743 | -4015 |
| 266294 | -4013 |
| 2493670 | -2988 |
| 278153 | -2706 |
| 2493674 | -2474 |
| 2493671 | -2079 |
| 2493681 | -2008 |
| 593909 | -1921 |
| 2493676 | -1905 |
| 2493680 | -1874 |
| 2493672 | -1787 |
| 536018 | -1650 |
| 2584466 | -1459 |
| 381 | -1431 |
| 2493673 | -1039 |
| 2108445 | -1029 |
| 2493675 | -832 |
| 2493677 | -784 |
| 1670800 | -783 |
| 71433 | -459 |
| 2493669 | -173 |
| 28104 | 241 |
| 2493668 | 262 |
| 2493679 | 281 |
| 2493678 | 404 |
| 1295366 | 1125 |
| 2082387 | 2693 |
| 2066070 | 2704 |
| 39645 | 2853 |
| 263506 | 4178 |
g__Tsarbombavirus
| 115 | |
|---|---|
| set | g__Tsarbombavirus |
| setSize | 10 |
| pANOVA | 0.0536 |
| s.dist | 0.353 |
| p.adjustANOVA | 0.164 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 1985183 | 4140 |
| 2593638 | 4000 |
| 2560334 | 3987 |
| 1909403 | 3963 |
| 2560337 | 3951 |
| 1985182 | 3856 |
| 1776293 | 959 |
| 2560332 | -2626 |
| 2591380 | -3388 |
| 2596657 | -3559 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 1985183 | 4140 |
| 2593638 | 4000 |
| 2560334 | 3987 |
| 1909403 | 3963 |
| 2560337 | 3951 |
| 1985182 | 3856 |
| 1776293 | 959 |
| 2560332 | -2626 |
| 2591380 | -3388 |
| 2596657 | -3559 |
g__Paraburkholderia
| 30 | |
|---|---|
| set | g__Paraburkholderia |
| setSize | 24 |
| pANOVA | 0.064 |
| s.dist | 0.219 |
| p.adjustANOVA | 0.19 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 2571747 | 3282 |
| 75105 | 3160 |
| 1926494 | 2595 |
| 134536 | 2567 |
| 261302 | 2121 |
| 169427 | 2020 |
| 420953 | 1852 |
| 2571748 | 1724 |
| 169430 | 1468 |
| 148447 | 1393 |
| 640511 | 1354 |
| 2604047 | 1105 |
| 134537 | 910 |
| 36873 | 747 |
| 92647 | 738 |
| 948107 | 529 |
| 2547399 | 486 |
| 2026199 | 142 |
| 159450 | 26 |
| 60548 | -142 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 2571747 | 3282 |
| 75105 | 3160 |
| 1926494 | 2595 |
| 134536 | 2567 |
| 261302 | 2121 |
| 169427 | 2020 |
| 420953 | 1852 |
| 2571748 | 1724 |
| 169430 | 1468 |
| 148447 | 1393 |
| 640511 | 1354 |
| 2604047 | 1105 |
| 134537 | 910 |
| 36873 | 747 |
| 92647 | 738 |
| 948107 | 529 |
| 2547399 | 486 |
| 2026199 | 142 |
| 159450 | 26 |
| 60548 | -142 |
| 2211211 | -410 |
| 1761016 | -1049 |
| 311230 | -1490 |
| 252970 | -1695 |
g__Helicobacter
| 59 | |
|---|---|
| set | g__Helicobacter |
| setSize | 18 |
| pANOVA | 0.0663 |
| s.dist | -0.25 |
| p.adjustANOVA | 0.192 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 1548018 | -3912 |
| 222136 | -3780 |
| 135569 | -3643 |
| 32025 | -3329 |
| 76936 | -3020 |
| 29419 | -3019 |
| 138563 | -2223 |
| 210 | -2150 |
| 214 | -2016 |
| 37372 | -1761 |
| 56877 | -885 |
| 104628 | -105 |
| 1591088 | 427 |
| 45498 | 550 |
| 35818 | 2687 |
| 123841 | 2697 |
| 213 | 2859 |
| 212 | 3581 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 1548018 | -3912 |
| 222136 | -3780 |
| 135569 | -3643 |
| 32025 | -3329 |
| 76936 | -3020 |
| 29419 | -3019 |
| 138563 | -2223 |
| 210 | -2150 |
| 214 | -2016 |
| 37372 | -1761 |
| 56877 | -885 |
| 104628 | -105 |
| 1591088 | 427 |
| 45498 | 550 |
| 35818 | 2687 |
| 123841 | 2697 |
| 213 | 2859 |
| 212 | 3581 |
g__Wphvirus
| 113 | |
|---|---|
| set | g__Wphvirus |
| setSize | 15 |
| pANOVA | 0.0682 |
| s.dist | -0.272 |
| p.adjustANOVA | 0.193 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 1922328 | -3935 |
| 2024234 | -3139 |
| 1805956 | -2202 |
| 1909402 | -2060 |
| 1909401 | -1470 |
| 2560329 | -1462 |
| 1873998 | -1174 |
| 1852564 | -1161 |
| 1837830 | -1102 |
| 2282402 | -1085 |
| 1987727 | -1003 |
| 1805951 | -545 |
| 2079258 | -168 |
| 2024230 | 1556 |
| 1805948 | 3393 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 1922328 | -3935 |
| 2024234 | -3139 |
| 1805956 | -2202 |
| 1909402 | -2060 |
| 1909401 | -1470 |
| 2560329 | -1462 |
| 1873998 | -1174 |
| 1852564 | -1161 |
| 1837830 | -1102 |
| 2282402 | -1085 |
| 1987727 | -1003 |
| 1805951 | -545 |
| 2079258 | -168 |
| 2024230 | 1556 |
| 1805948 | 3393 |
g__Pagevirus
| 112 | |
|---|---|
| set | g__Pagevirus |
| setSize | 26 |
| pANOVA | 0.0711 |
| s.dist | -0.205 |
| p.adjustANOVA | 0.195 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 1450749 | -3948 |
| 1754209 | -3556 |
| 1881392 | -3410 |
| 1734382 | -3286 |
| 2662128 | -2968 |
| 1881432 | -2759 |
| 2500810 | -1843 |
| 1309583 | -1690 |
| 1921188 | -1306 |
| 1921189 | -1296 |
| 2315470 | -973 |
| 1874000 | -961 |
| 2023949 | -954 |
| 2023950 | -873 |
| 2500808 | -746 |
| 1921187 | -725 |
| 1983413 | -615 |
| 1874001 | -542 |
| 2500809 | -427 |
| 1921186 | -232 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 1450749 | -3948 |
| 1754209 | -3556 |
| 1881392 | -3410 |
| 1734382 | -3286 |
| 2662128 | -2968 |
| 1881432 | -2759 |
| 2500810 | -1843 |
| 1309583 | -1690 |
| 1921188 | -1306 |
| 1921189 | -1296 |
| 2315470 | -973 |
| 1874000 | -961 |
| 2023949 | -954 |
| 2023950 | -873 |
| 2500808 | -746 |
| 1921187 | -725 |
| 1983413 | -615 |
| 1874001 | -542 |
| 2500809 | -427 |
| 1921186 | -232 |
| 1675598 | 372 |
| 1921185 | 385 |
| 2675443 | 1921 |
| 2023951 | 2892 |
| 1981931 | 3692 |
| 2267655 | 4111 |
g__Serratia
| 8 | |
|---|---|
| set | g__Serratia |
| setSize | 29 |
| pANOVA | 0.0724 |
| s.dist | 0.193 |
| p.adjustANOVA | 0.195 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 1759437 | 3809 |
| 2482769 | 3474 |
| 671990 | 3164 |
| 1327989 | 2944 |
| 618 | 2768 |
| 61652 | 2396 |
| 2447890 | 2296 |
| 614 | 2205 |
| 82995 | 1991 |
| 2033438 | 1320 |
| 2597702 | 1269 |
| 28151 | 1047 |
| 488142 | 1029 |
| 2420306 | 971 |
| 47917 | 765 |
| 2697369 | 626 |
| 104623 | 343 |
| 61651 | 23 |
| 616 | 3 |
| 1938820 | -84 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 1759437 | 3809 |
| 2482769 | 3474 |
| 671990 | 3164 |
| 1327989 | 2944 |
| 618 | 2768 |
| 61652 | 2396 |
| 2447890 | 2296 |
| 614 | 2205 |
| 82995 | 1991 |
| 2033438 | 1320 |
| 2597702 | 1269 |
| 28151 | 1047 |
| 488142 | 1029 |
| 2420306 | 971 |
| 47917 | 765 |
| 2697369 | 626 |
| 104623 | 343 |
| 61651 | 23 |
| 616 | 3 |
| 1938820 | -84 |
| 239175 | -202 |
| 138074 | -400 |
| 2485839 | -437 |
| 42906 | -440 |
| 615 | -444 |
| 2448483 | -630 |
| 82996 | -896 |
| 137545 | -1808 |
| 1758196 | -1852 |
g__Sphingobacterium
| 100 | |
|---|---|
| set | g__Sphingobacterium |
| setSize | 12 |
| pANOVA | 0.0749 |
| s.dist | -0.297 |
| p.adjustANOVA | 0.198 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 1933220 | -3980 |
| 2003121 | -3971 |
| 259 | -2908 |
| 561061 | -2724 |
| 743722 | -2437 |
| 2557994 | -2404 |
| 1538644 | -1688 |
| 2662364 | 103 |
| 1010 | 829 |
| 403776 | 973 |
| 371142 | 2183 |
| 649196 | 2347 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 1933220 | -3980 |
| 2003121 | -3971 |
| 259 | -2908 |
| 561061 | -2724 |
| 743722 | -2437 |
| 2557994 | -2404 |
| 1538644 | -1688 |
| 2662364 | 103 |
| 1010 | 829 |
| 403776 | 973 |
| 371142 | 2183 |
| 649196 | 2347 |
g__Pandoraea
| 32 | |
|---|---|
| set | g__Pandoraea |
| setSize | 11 |
| pANOVA | 0.0785 |
| s.dist | 0.306 |
| p.adjustANOVA | 0.202 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 2518599 | 3358 |
| 656179 | 2985 |
| 445709 | 2422 |
| 93221 | 2301 |
| 1891094 | 2107 |
| 573737 | 1999 |
| 656178 | 1589 |
| 93220 | 1364 |
| 93222 | 1310 |
| 93219 | -1090 |
| 93218 | -3620 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 2518599 | 3358 |
| 656179 | 2985 |
| 445709 | 2422 |
| 93221 | 2301 |
| 1891094 | 2107 |
| 573737 | 1999 |
| 656178 | 1589 |
| 93220 | 1364 |
| 93222 | 1310 |
| 93219 | -1090 |
| 93218 | -3620 |
g__Amycolatopsis
| 83 | |
|---|---|
| set | g__Amycolatopsis |
| setSize | 14 |
| pANOVA | 0.0991 |
| s.dist | -0.255 |
| p.adjustANOVA | 0.25 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 1911175 | -2849 |
| 2653857 | -2711 |
| 1814 | -2650 |
| 37632 | -1784 |
| 33910 | -1494 |
| 208439 | -1121 |
| 1447705 | -984 |
| 330084 | -875 |
| 76022 | -674 |
| 1804986 | -423 |
| 31958 | -217 |
| 129921 | 370 |
| 1896961 | 625 |
| 115433 | 1268 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 1911175 | -2849 |
| 2653857 | -2711 |
| 1814 | -2650 |
| 37632 | -1784 |
| 33910 | -1494 |
| 208439 | -1121 |
| 1447705 | -984 |
| 330084 | -875 |
| 76022 | -674 |
| 1804986 | -423 |
| 31958 | -217 |
| 129921 | 370 |
| 1896961 | 625 |
| 115433 | 1268 |
g__Dickeya
| 12 | |
|---|---|
| set | g__Dickeya |
| setSize | 12 |
| pANOVA | 0.105 |
| s.dist | 0.271 |
| p.adjustANOVA | 0.252 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 204038 | 4041 |
| 1225785 | 3366 |
| 2037915 | 3283 |
| 568766 | 3215 |
| 568768 | 2868 |
| 204039 | 2592 |
| 556 | 1020 |
| 69223 | 986 |
| 1089444 | -276 |
| 1224145 | -1131 |
| 1778540 | -2051 |
| 204042 | -3610 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 204038 | 4041 |
| 1225785 | 3366 |
| 2037915 | 3283 |
| 568766 | 3215 |
| 568768 | 2868 |
| 204039 | 2592 |
| 556 | 1020 |
| 69223 | 986 |
| 1089444 | -276 |
| 1224145 | -1131 |
| 1778540 | -2051 |
| 204042 | -3610 |
g__Enterococcus
| 69 | |
|---|---|
| set | g__Enterococcus |
| setSize | 18 |
| pANOVA | 0.106 |
| s.dist | -0.22 |
| p.adjustANOVA | 0.252 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 417368 | -3769 |
| 2060307 | -3668 |
| 2057791 | -3469 |
| 1353 | -3460 |
| 167972 | -2839 |
| 2005703 | -2565 |
| 1351 | -2517 |
| 37734 | -2307 |
| 332949 | -908 |
| 53345 | -633 |
| 53346 | -495 |
| 33945 | 210 |
| 160453 | 566 |
| 2582830 | 1271 |
| 44008 | 1926 |
| 1352 | 2177 |
| 1354 | 2495 |
| 118060 | 3161 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 417368 | -3769 |
| 2060307 | -3668 |
| 2057791 | -3469 |
| 1353 | -3460 |
| 167972 | -2839 |
| 2005703 | -2565 |
| 1351 | -2517 |
| 37734 | -2307 |
| 332949 | -908 |
| 53345 | -633 |
| 53346 | -495 |
| 33945 | 210 |
| 160453 | 566 |
| 2582830 | 1271 |
| 44008 | 1926 |
| 1352 | 2177 |
| 1354 | 2495 |
| 118060 | 3161 |
g__Bordetella
| 35 | |
|---|---|
| set | g__Bordetella |
| setSize | 19 |
| pANOVA | 0.106 |
| s.dist | -0.214 |
| p.adjustANOVA | 0.252 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 520 | -3863 |
| 1697043 | -3232 |
| 1977852 | -3183 |
| 1331258 | -3094 |
| 521 | -2986 |
| 463024 | -2875 |
| 35814 | -2544 |
| 103855 | -2499 |
| 518 | -1686 |
| 123899 | -1441 |
| 463025 | -1266 |
| 94624 | -1026 |
| 1416803 | 90 |
| 463014 | 685 |
| 1416806 | 854 |
| 463040 | 1500 |
| 1746199 | 3522 |
| 2163011 | 3757 |
| 519 | 4112 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 520 | -3863 |
| 1697043 | -3232 |
| 1977852 | -3183 |
| 1331258 | -3094 |
| 521 | -2986 |
| 463024 | -2875 |
| 35814 | -2544 |
| 103855 | -2499 |
| 518 | -1686 |
| 123899 | -1441 |
| 463025 | -1266 |
| 94624 | -1026 |
| 1416803 | 90 |
| 463014 | 685 |
| 1416806 | 854 |
| 463040 | 1500 |
| 1746199 | 3522 |
| 2163011 | 3757 |
| 519 | 4112 |
g__Aspergillus
| 107 | |
|---|---|
| set | g__Aspergillus |
| setSize | 38 |
| pANOVA | 0.133 |
| s.dist | 0.141 |
| p.adjustANOVA | 0.308 |
Top enriched genes
| GeneID | Gene Rank |
|---|---|
| 487661 | 4080 |
| 5062 | 3903 |
| 162425 | 3902 |
| 41058 | 3756 |
| 41067 | 3705 |
| 1341132 | 3461 |
| 209559 | 3425 |
| 1810919 | 3291 |
| 41413 | 3227 |
| 319627 | 3001 |
| 1340029 | 2685 |
| 319630 | 2462 |
| 746128 | 2353 |
| 288669 | 2307 |
| 5061 | 2262 |
| 34381 | 2169 |
| 36630 | 1950 |
| 61420 | 1676 |
| 1506151 | 1571 |
| 1191711 | 578 |
Click HERE to show all gene set members
| GeneID | Gene Rank |
|---|---|
| 487661 | 4080 |
| 5062 | 3903 |
| 162425 | 3902 |
| 41058 | 3756 |
| 41067 | 3705 |
| 1341132 | 3461 |
| 209559 | 3425 |
| 1810919 | 3291 |
| 41413 | 3227 |
| 319627 | 3001 |
| 1340029 | 2685 |
| 319630 | 2462 |
| 746128 | 2353 |
| 288669 | 2307 |
| 5061 | 2262 |
| 34381 | 2169 |
| 36630 | 1950 |
| 61420 | 1676 |
| 1506151 | 1571 |
| 1191711 | 578 |
| 301854 | 532 |
| 33178 | 339 |
| 109264 | 244 |
| 319631 | -117 |
| 979771 | -381 |
| 306088 | -1007 |
| 41047 | -1086 |
| 41061 | -1167 |
| 319626 | -1671 |
| 132259 | -1975 |
| 5057 | -2208 |
| 51019 | -2361 |
| 1196635 | -2925 |
| 5053 | -3025 |
| 41068 | -3029 |
| 340412 | -3277 |
| 5059 | -3735 |
| 446911 | -3919 |
Here is the session info with all the versions of packages used.
sessionInfo()## R version 4.1.0 (2021-05-18)
## Platform: x86_64-pc-linux-gnu (64-bit)
## Running under: Ubuntu 20.04.2 LTS
##
## Matrix products: default
## BLAS: /usr/lib/x86_64-linux-gnu/blas/libblas.so.3.9.0
## LAPACK: /usr/lib/x86_64-linux-gnu/lapack/liblapack.so.3.9.0
##
## locale:
## [1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C
## [3] LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8
## [5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8
## [7] LC_PAPER=en_US.UTF-8 LC_NAME=C
## [9] LC_ADDRESS=C LC_TELEPHONE=C
## [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C
##
## attached base packages:
## [1] parallel stats4 stats graphics grDevices utils datasets
## [8] methods base
##
## other attached packages:
## [1] pkgload_1.2.1 GGally_2.1.2
## [3] ggplot2_3.3.5 reshape2_1.4.4
## [5] beeswarm_0.4.0 gplots_3.1.1
## [7] gtools_3.9.2 tibble_3.1.2
## [9] dplyr_1.0.7 echarts4r_0.4.1
## [11] mitch_1.4.0 DESeq2_1.32.0
## [13] SummarizedExperiment_1.22.0 Biobase_2.52.0
## [15] MatrixGenerics_1.4.0 matrixStats_0.59.0
## [17] GenomicRanges_1.44.0 GenomeInfoDb_1.28.1
## [19] IRanges_2.26.0 S4Vectors_0.30.0
## [21] BiocGenerics_0.38.0
##
## loaded via a namespace (and not attached):
## [1] bitops_1.0-7 bit64_4.0.5 RColorBrewer_1.1-2
## [4] httr_1.4.2 rprojroot_2.0.2 tools_4.1.0
## [7] bslib_0.2.5.1 utf8_1.2.1 R6_2.5.0
## [10] KernSmooth_2.23-20 DBI_1.1.1 colorspace_2.0-2
## [13] withr_2.4.2 tidyselect_1.1.1 gridExtra_2.3
## [16] bit_4.0.4 compiler_4.1.0 desc_1.3.0
## [19] DelayedArray_0.18.0 sass_0.4.0 caTools_1.18.2
## [22] scales_1.1.1 genefilter_1.74.0 stringr_1.4.0
## [25] digest_0.6.27 rmarkdown_2.9 XVector_0.32.0
## [28] pkgconfig_2.0.3 htmltools_0.5.1.1 highr_0.9
## [31] fastmap_1.1.0 htmlwidgets_1.5.3 rlang_0.4.11
## [34] rstudioapi_0.13 RSQLite_2.2.7 shiny_1.6.0
## [37] jquerylib_0.1.4 generics_0.1.0 jsonlite_1.7.2
## [40] BiocParallel_1.26.1 RCurl_1.98-1.3 magrittr_2.0.1
## [43] GenomeInfoDbData_1.2.6 Matrix_1.3-4 Rcpp_1.0.7
## [46] munsell_0.5.0 fansi_0.5.0 lifecycle_1.0.0
## [49] stringi_1.7.3 yaml_2.2.1 MASS_7.3-54
## [52] zlibbioc_1.38.0 plyr_1.8.6 grid_4.1.0
## [55] blob_1.2.1 promises_1.2.0.1 crayon_1.4.1
## [58] lattice_0.20-44 Biostrings_2.60.1 splines_4.1.0
## [61] annotate_1.70.0 KEGGREST_1.32.0 locfit_1.5-9.4
## [64] knitr_1.33 pillar_1.6.1 geneplotter_1.70.0
## [67] XML_3.99-0.6 glue_1.4.2 evaluate_0.14
## [70] png_0.1-7 vctrs_0.3.8 httpuv_1.6.1
## [73] testthat_3.0.4 gtable_0.3.0 purrr_0.3.4
## [76] reshape_0.8.8 assertthat_0.2.1 cachem_1.0.5
## [79] xfun_0.24 mime_0.11 xtable_1.8-4
## [82] later_1.2.0 survival_3.2-11 AnnotationDbi_1.54.1
## [85] memoise_2.0.0 ellipsis_0.3.2END of report