Table 3.
Significant genes detected only by CANOVA and corresponding p-value of all methods in kidney cancer data (α = 0.05/20531)
| CANOVA_gene | CANOVA | Distance | Hoeffding | Kendall | Pearson | Spearman | MIC |
|---|---|---|---|---|---|---|---|
| ACY3|91703 | 0 | 4.00E-06 | 0.47918 | 0.286872598 | 0.002263414 | 0.287245869 | 0.189931316 |
| AMD1|262 | 0 | 4.40E-05 | 0.08116 | 0.005927801 | 0.733642545 | 0.005833208 | 0.212586042 |
| AMDHD1|144193 | 3.40E-07 | 8.00E-06 | 0.67325 | 0.030092326 | 0.000717698 | 0.029975253 | 0.170029851 |
| C17orf37|84299 | 5.80E-07 | 5.20E-05 | 0.04005 | 3.61E-05 | 0.417383349 | 3.24E-05 | 0.219216883 |
| C21orf57|54059 | 2.40E-07 | 4.00E-06 | 0.04784 | 6.30E-06 | 3.99E-05 | 5.38E-06 | 0.19141914 |
| CRAT|1384 | 5.80E-07 | 8.00E-06 | 0.32615 | 0.000160458 | 3.77E-06 | 0.000149343 | 0.196028813 |
| ETV5|2119 | 0 | 0.000172 | 0.42256 | 0.001755105 | 0.003401714 | 0.001702658 | 0.202086913 |
| FAH|2184 | 0 | 0.000933998 | 0.48933 | 0.153797268 | 0.457070256 | 0.153962124 | 0.212691814 |
| FAM105A|54491 | 0 | 2.00E-05 | 0.72088 | 0.005901803 | 7.68E-05 | 0.005807373 | 0.198623556 |
| FTL|2512 | 0 | 0.002467995 | 0.4743 | 0.048315704 | 0.23060211 | 0.048231442 | 0.212746271 |
| GDA|9615 | 1.60E-07 | 0.00025 | 0.48634 | 0.160122916 | 0.459724584 | 0.160300937 | 0.185681164 |
| HSD17B14|51171 | 0 | 8.20E-05 | 0.19284 | 0.001051631 | 0.006799576 | 0.001012728 | 0.208298029 |
| LOC100132111|100132111 | 1.00E-08 | 1.40E-05 | 0.08222 | 0.001103681 | 0.357830837 | 0.001063627 | 0.20892751 |
| MCM3|4172 | 0 | 6.00E-06 | 0.50714 | 0.033769054 | 1.98E-05 | 0.033657199 | 0.197222887 |
| MSL3L2|151507 | 5.00E-08 | 4.00E-06 | 0.0658 | 0.00022671 | 0.000309573 | 0.000212513 | 0.197191821 |
| NPEPPS|9520 | 6.30E-07 | 1.80E-05 | 0.12107 | 0.006358039 | 0.294981611 | 0.006260864 | 0.193740442 |
| RASEF|158158 | 4.00E-08 | 2.00E-05 | 0.15806 | 0.038695575 | 0.339964949 | 0.038592039 | 0.221013132 |
| RASGRF1|5923 | 4.50E-07 | 0.000509999 | 0.29384 | 0.005697491 | 0.944454242 | 0.005604368 | 0.192676281 |
| SLC9A3R1|9368 | 0 | 6.00E-06 | 0.2351 | 0.001772375 | 0.000600274 | 0.001719639 | 0.211044758 |
| SRGAP2|23380 | 1.49E-06 | 1.60E-05 | 0.13479 | 0.00010228 | 0.00076986 | 9.43E-05 | 0.16085031 |
| SYTL2|54843 | 9.40E-07 | 0.000357999 | 0.49524 | 0.156725188 | 0.013347293 | 0.156896177 | 0.197737514 |
| UGT1A9|54600 | 5.00E-08 | 1.60E-05 | 0.5995 | 0.278490278 | 1.33E-05 | 0.278854528 | 0.18041022 |
| ZNF280B|140883 | 6.80E-07 | 0.000431999 | 0.17067 | 0.073453284 | 0.259146202 | 0.073428429 | 0.203602346 |
| ZNF577|84765 | 0 | 4.60E-05 | 0.13197 | 0.063783754 | 0.410213566 | 0.063735193 | 0.208902832 |
As the p-value of mic is calculated by table lookup, so we just list the MIC value (If MIC >0.22378, then the p-value of MIC < 2.435342e-06)
The genes reported in pubmed was shown in bold italics