Source | Availability |
---|---|
Glycogene Database | Yes |
KEGG GLYCAN | Yes |
Consortium for Functional Glycomics | Yes |
Literture | Yes |
CN: expected copy number (Gain: > 3, Loss: < 1);
RE: RSEM fold change of RNA expression (Up: > 1.5, Down: < 0.67); Met.TSS/TX: delta Beta value of methylation (Hyper: > 0.2, Hypo: < -0.2);
Cancer | Size (tumor) | Gain (%) | Loss (%) | Neutral (%) |
---|---|---|---|---|
BLCA | 408 | 15.9313725 | 32.3529412 | 51.71569 |
BRCA | 1080 | 12.4074074 | 32.0370370 | 55.55556 |
CESC | 295 | 16.6101695 | 12.5423729 | 70.84746 |
CHOL | 36 | 2.7777778 | 58.3333333 | 38.88889 |
COAD | 451 | 7.3170732 | 32.8159645 | 59.86696 |
COADREAD | 616 | 7.1428571 | 34.7402597 | 58.11688 |
ESCA | 184 | 28.2608696 | 25.5434783 | 46.19565 |
HNSC | 522 | 31.0344828 | 11.8773946 | 57.08812 |
KIPAN | 882 | 4.3083900 | 31.6326531 | 64.05896 |
KIRC | 528 | 3.0303030 | 42.8030303 | 54.16667 |
KIRP | 288 | 0.3472222 | 17.7083333 | 81.94444 |
LIHC | 370 | 5.4054054 | 34.3243243 | 60.27027 |
LUAD | 516 | 24.8062016 | 26.9379845 | 48.25581 |
LUSC | 501 | 24.3512974 | 38.1237525 | 37.52495 |
PAAD | 184 | 15.2173913 | 9.2391304 | 75.54348 |
PCPG | 162 | 3.0864198 | 14.1975309 | 82.71605 |
PRAD | 492 | 2.6422764 | 8.3333333 | 89.02439 |
READ | 165 | 6.6666667 | 40.0000000 | 53.33333 |
SARC | 257 | 21.4007782 | 30.7392996 | 47.85992 |
STAD | 441 | 8.3900227 | 30.1587302 | 61.45125 |
STES | 625 | 14.2400000 | 28.8000000 | 56.96000 |
THCA | 499 | 2.2044088 | 0.2004008 | 97.59519 |
THYM | 123 | 10.5691057 | 2.4390244 | 86.99187 |
UCEC | 539 | 7.6066790 | 12.4304267 | 79.96289 |
Cancer | Size (tumor) | Missense mutation (%) | Nonsense mutation (%) | Nonstop mutation (%) | Frame-shift insertion (%) | Frame-shift deletion (%) | In-frame insertion (%) | In-frame deletion (%) | Splice site (%) |
---|---|---|---|---|---|---|---|---|---|
BLCA | 0.0384615 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 13000 |
BRCA | 0.0020387 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 0 | 0.0000000 | 0.1019368 | 98100 |
CESC | 0.0051546 | 0.5154639 | 0 | 0.5154639 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 19400 |
CHOL | NA | NA | NA | NA | NA | NA | NA | NA | 3500 |
COAD | 0.0064935 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 15400 |
COADREAD | 0.0044843 | 0.4484305 | 0 | 0.0000000 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 22300 |
ESCA | 0.0108108 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 18500 |
HNSC | 0.0035842 | 0.3584229 | 0 | 0.0000000 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 27900 |
KIPAN | NA | NA | NA | NA | NA | NA | NA | NA | 64400 |
KIRC | NA | NA | NA | NA | NA | NA | NA | NA | 41700 |
KIRP | NA | NA | NA | NA | NA | NA | NA | NA | 16100 |
LIHC | 0.0000000 | 0.0000000 | 0 | 0.5050505 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 19800 |
LUAD | 0.0173913 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 23000 |
LUSC | 0.0112360 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 17800 |
PAAD | NA | NA | NA | NA | NA | NA | NA | NA | 15000 |
PCPG | NA | NA | NA | NA | NA | NA | NA | NA | 18400 |
PRAD | 0.0030211 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 33100 |
READ | 0.0000000 | 1.4492754 | 0 | 0.0000000 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 6900 |
SARC | 0.0040486 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 24700 |
STAD | 0.0138408 | 0.0000000 | 0 | 0.3460208 | 0.3460208 | 0 | 0.3460208 | 0.0000000 | 28900 |
STES | 0.0126582 | 0.0000000 | 0 | 0.2109705 | 0.2109705 | 0 | 0.2109705 | 0.0000000 | 47400 |
THCA | NA | NA | NA | NA | NA | NA | NA | NA | 40500 |
THYM | NA | NA | NA | NA | NA | NA | NA | NA | 12300 |
UCEC | 0.0403226 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 0 | 0.0000000 | 0.0000000 | 24800 |
Cancer | Size (normal) | Size (tumor) | Log2 RSEM (normal) | Log2 RSEM (tumor) | p-value |
---|---|---|---|---|---|
BLCA | 19 | 408 | 8.710230 | 8.776501 | 0.80707773902716 |
BRCA | 112 | 1100 | 9.424031 | 10.219727 | 9.41376699415368e-70 |
CESC | 3 | 306 | 8.608587 | 8.435073 | 0.150839378215212 |
CHOL | 9 | 36 | 6.476670 | 7.702646 | 0.000640644819677994 |
COAD | 41 | 287 | 8.855264 | 9.665321 | 7.3458548770153e-27 |
COADREAD | 51 | 382 | 8.855264 | 9.499889 | 2.4724674438005e-30 |
ESCA | 11 | 185 | 11.028122 | 9.519170 | 0.0918396662783864 |
HNSC | 44 | 522 | 7.821947 | 8.461998 | 0.352338242916898 |
KIPAN | 129 | 891 | 8.530638 | 8.788177 | 1.42767784414029e-20 |
KIRC | 72 | 534 | 8.620071 | 8.579103 | 0.187546192799158 |
KIRP | 32 | 291 | 8.290503 | 9.605138 | 5.88222981852148e-38 |
LIHC | 50 | 373 | 6.449472 | 6.100421 | 0.278854589387854 |
LUAD | 59 | 517 | 8.691299 | 10.014240 | 5.83388064473153e-71 |
LUSC | 51 | 501 | 8.805269 | 9.486086 | 9.18386331168428e-23 |
PAAD | 4 | 179 | 9.298822 | 9.763751 | 4.92466818813439e-09 |
PCPG | 3 | 184 | 8.448884 | 9.622812 | 2.52277477927437e-05 |
PRAD | 52 | 498 | 8.371543 | 8.192312 | 0.00965984758292131 |
READ | 10 | 95 | 8.910749 | 9.256128 | 5.96266516970331e-05 |
SARC | 2 | 263 | 8.602355 | 9.426711 | 0.00233202233744746 |
STAD | 35 | 415 | 9.914230 | 10.204082 | 0.355666960204781 |
STES | 46 | 600 | 9.983029 | 10.034233 | 0.667408996362418 |
THCA | 59 | 509 | 8.871724 | 9.033555 | 2.14187506803616e-06 |
THYM | 2 | 120 | 8.844211 | 8.420239 | 6.11221323835095e-12 |
UCEC | 24 | 177 | 9.077708 | 9.107169 | 0.265365566402829 |
Cancer | Size (normal) | Size (tumor) | Beta-value (normal) | Beta-value (tumor) | p-value (Beta) | M-value (normal) | M-value (tumor) | p-value (M) |
---|---|---|---|---|---|---|---|---|
BLCA | 21 | 413 | 0.5578012 | 0.5364599 | 1.11959653358142e-16 | 0.3350560 | 0.2107763 | 1.35752686557054e-16 |
BRCA | 97 | 788 | 0.5674548 | 0.5644244 | 2.43410518448193e-09 | 0.3916545 | 0.3738571 | 3.50465101042012e-09 |
CESC | 3 | 309 | 0.5627692 | 0.5589839 | 0.0122956435395925 | 0.3641483 | 0.3419755 | 0.0129460105376112 |
CHOL | 9 | 36 | 0.5734806 | 0.5688494 | 0.899536948916633 | 0.4271332 | 0.3998553 | 0.884419563182201 |
COAD | 38 | 297 | 0.6199488 | 0.6012532 | 5.42138574471978e-09 | 0.7059550 | 0.5924999 | 5.04319822783611e-09 |
COADREAD | 45 | 396 | 0.5903427 | 0.5723354 | 6.90153027425482e-16 | 0.5271352 | 0.4203809 | 6.97060072786437e-16 |
ESCA | 16 | 186 | 0.5317111 | 0.5418933 | 0.280771456454246 | 0.1832446 | 0.2423251 | 0.27899794056581 |
HNSC | 50 | 530 | 0.5703740 | 0.5541630 | 9.53287386524853e-24 | 0.4088272 | 0.3137942 | 1.718884451419e-23 |
KIPAN | 205 | 662 | 0.5791935 | 0.5669162 | 4.12878494679466e-55 | 0.4608885 | 0.3884893 | 4.58613000737484e-55 |
KIRC | 160 | 320 | 0.5783062 | 0.5704300 | 2.94615735767926e-23 | 0.4556376 | 0.4091569 | 2.43612140720317e-23 |
KIRP | 45 | 276 | 0.5807037 | 0.5630842 | 4.08958300609291e-20 | 0.4698323 | 0.3659956 | 5.37371877156988e-20 |
LIHC | 50 | 379 | 0.5661507 | 0.4631982 | 9.08212625607986e-56 | 0.3839920 | -0.2127601 | 1.24220235707422e-51 |
LUAD | 32 | 460 | 0.5166289 | 0.5122842 | 0.000139676990356241 | 0.0959974 | 0.0709034 | 0.000139436813208003 |
LUSC | 42 | 370 | 0.5601278 | 0.5424799 | 1.98787088625973e-31 | 0.3486718 | 0.2457348 | 7.63641495673308e-31 |
PAAD | 10 | 185 | 0.5355096 | 0.5299412 | 5.17392598512388e-05 | 0.2052634 | 0.1729913 | 5.3050337526775e-05 |
PCPG | 3 | 184 | 0.5676452 | 0.5496517 | 0.0257598853619293 | 0.3927735 | 0.2874762 | 0.0267916011930541 |
PRAD | 50 | 499 | 0.5536457 | 0.5617729 | 0.0177318517886145 | 0.3107752 | 0.3583081 | 0.0169337523678535 |
READ | 7 | 99 | 0.5786196 | 0.5635451 | 2.66374912636046e-15 | 0.4574921 | 0.3686985 | 2.19445528433972e-15 |
SARC | 4 | 265 | 0.5524816 | 0.5348616 | 2.8709729474073e-06 | 0.3039795 | 0.2015054 | 3.11745090955365e-06 |
STAD | 2 | 395 | 0.5190042 | 0.5175555 | 0.431138690658537 | 0.1097322 | 0.1013508 | 0.431252309015254 |
STES | 18 | 581 | 0.5194329 | 0.5166752 | 0.985789986572192 | 0.1121995 | 0.0962646 | 0.982074903179334 |
THCA | 56 | 511 | 0.5742418 | 0.5630232 | 9.55421548189035e-09 | 0.4316240 | 0.3656378 | 1.04232843851274e-08 |
THYM | 2 | 124 | 0.5759812 | 0.5824414 | 0.261025114331812 | 0.4418945 | 0.4801358 | 0.229722374469035 |
UCEC | 46 | 432 | 0.5593541 | 0.5592612 | 0.0092878408475048 | 0.3441421 | 0.3435981 | 0.00995093072445133 |
Cancer | Size (normal) | Size (tumor) | Beta-value (normal) | Beta-value (tumor) | p-value (Beta) | M-value (normal) | M-value (tumor) | p-value (M) |
---|---|---|---|---|---|---|---|---|
BLCA | 21 | 413 | 0.5579890 | 0.5194832 | 3.24160026213375e-31 | 0.3361541 | 0.1124900 | 4.69139017442783e-31 |
BRCA | 97 | 788 | 0.5926054 | 0.5821891 | 1.59810202415722e-19 | 0.5406447 | 0.4786380 | 3.70906666022567e-19 |
CESC | 3 | 309 | 0.5780895 | 0.5428630 | 0.0053264415715523 | 0.4543559 | 0.2479613 | 0.00562563200292146 |
CHOL | 9 | 36 | 0.5463114 | 0.5533124 | 0.421054370502007 | 0.2680213 | 0.3088309 | 0.410206050285479 |
COAD | 38 | 297 | 0.6121237 | 0.5770317 | 7.95686161524312e-25 | 0.6582267 | 0.4481011 | 1.64684696318059e-24 |
COADREAD | 45 | 396 | 0.5912913 | 0.5564395 | 1.62002450407965e-46 | 0.5327961 | 0.3270940 | 7.06855711378578e-46 |
ESCA | 16 | 186 | 0.5428116 | 0.5208601 | 0.246446934763687 | 0.2476640 | 0.1204487 | 0.247879425882625 |
HNSC | 50 | 530 | 0.5678481 | 0.5359987 | 1.07480316113737e-48 | 0.3939671 | 0.2081009 | 3.932796115448e-48 |
KIPAN | 205 | 662 | 0.5771922 | 0.5636953 | 1.1408363765577e-49 | 0.4490498 | 0.3695795 | 1.92323821648752e-49 |
KIRC | 160 | 320 | 0.5773934 | 0.5610440 | 6.72384149011823e-39 | 0.4502393 | 0.3540377 | 1.32582844745284e-38 |
KIRP | 45 | 276 | 0.5765378 | 0.5707752 | 1.70963747222125e-06 | 0.4451823 | 0.4111892 | 1.95707891404265e-06 |
LIHC | 50 | 379 | 0.5413033 | 0.4260291 | 1.01477372826634e-65 | 0.2388965 | -0.4300259 | 2.5618187869866e-60 |
LUAD | 32 | 460 | 0.5303537 | 0.5139012 | 9.30930733468189e-13 | 0.1753800 | 0.0802415 | 9.9878574150921e-13 |
LUSC | 42 | 370 | 0.5719527 | 0.5385437 | 1.51622087148481e-48 | 0.4181256 | 0.2228691 | 3.88913377341258e-48 |
PAAD | 10 | 185 | 0.5374275 | 0.5321879 | 0.00717728201649119 | 0.2163905 | 0.1860063 | 0.00727796519386375 |
PCPG | 3 | 184 | 0.5727255 | 0.5513514 | 0.00732923898438549 | 0.4226807 | 0.2973868 | 0.00789481715164506 |
PRAD | 50 | 499 | 0.5564427 | 0.5577612 | 0.785514302868334 | 0.3271130 | 0.3348218 | 0.763518868917638 |
READ | 7 | 99 | 0.5818197 | 0.5444986 | 2.04306190920432e-20 | 0.4764469 | 0.2574731 | 1.67257762461073e-20 |
SARC | 4 | 265 | 0.5584384 | 0.5295981 | 5.60042659887794e-05 | 0.3388138 | 0.1710038 | 5.78379280244603e-05 |
STAD | 2 | 395 | 0.5206059 | 0.5080084 | 0.396303715122393 | 0.1190463 | 0.0462190 | 0.396162698387708 |
STES | 18 | 581 | 0.5276385 | 0.5061906 | 0.112244736546437 | 0.1596586 | 0.0357262 | 0.114433501204695 |
THCA | 56 | 511 | 0.5829151 | 0.5771526 | 1.19680069136872e-08 | 0.4829450 | 0.4488157 | 1.45107684640719e-08 |
THYM | 2 | 124 | 0.5757734 | 0.5819271 | 0.776029804633243 | 0.4406905 | 0.4770839 | 0.756402097814575 |
UCEC | 46 | 432 | 0.5768798 | 0.5625776 | 9.0474011381009e-09 | 0.4472030 | 0.3630251 | 1.14335185778316e-08 |
Cancer | Size (gene expression-clinical paired) | Hazard ratio | Lower CI | Upper CI | p-value |
---|---|---|---|---|---|
BLCA | 408 | 0.9996646 | 1.000189 | 0.9991402 | 0.210170126116107 |
BRCA | 1093 | 1.0000481 | 1.000255 | 0.9998407 | 0.649711423523754 |
CESC | 304 | 1.0000915 | 1.000731 | 0.9994528 | 0.778836156965712 |
CHOL | 36 | 1.0012579 | 1.002633 | 0.9998851 | 0.0725198956933882 |
COAD | 283 | 1.0000359 | 1.000589 | 0.9994829 | 0.898700000496507 |
COADREAD | 377 | 0.9999469 | 1.000490 | 0.9994037 | 0.848064523864427 |
ESCA | 184 | 1.0001784 | 1.000556 | 0.9998008 | 0.354492361382172 |
HNSC | 520 | 1.0003723 | 1.000929 | 0.9998163 | 0.189425260902591 |
KIPAN | 889 | 1.0002287 | 1.000527 | 0.9999306 | 0.132705090207437 |
KIRC | 533 | 1.0008721 | 1.001265 | 1.0004792 | 1.35207514155855e-05 |
KIRP | 290 | 0.9999442 | 1.000569 | 0.9993193 | 0.861069336488122 |
LIHC | 371 | 0.9995611 | 1.001982 | 0.9971459 | 0.722131160413782 |
LUAD | 515 | 1.0000777 | 1.000274 | 0.9998819 | 0.436949784791133 |
LUSC | 501 | 1.0000498 | 1.000282 | 0.9998180 | 0.673931805579072 |
PAAD | 178 | 1.0005606 | 1.001195 | 0.9999268 | 0.0830134683083238 |
PCPG | 179 | 0.9998291 | 1.001846 | 0.9978162 | 0.867996448139106 |
PRAD | 497 | 1.0032668 | 1.006012 | 1.0005286 | 0.0193383400550132 |
READ | 94 | 0.9966143 | 1.000914 | 0.9923333 | 0.122564478942819 |
SARC | 259 | 0.9999460 | 1.000261 | 0.9996314 | 0.736771473400604 |
STAD | 415 | 0.9998419 | 1.000187 | 0.9994972 | 0.368675968813596 |
STES | 599 | 0.9999113 | 1.000157 | 0.9996659 | 0.478574865107298 |
THCA | 501 | 0.9993283 | 1.001770 | 0.9968923 | 0.589472682310037 |
THYM | 120 | 0.9960724 | 1.002576 | 0.9896105 | 0.235987006884192 |
UCEC | 177 | 0.9999889 | 1.001270 | 0.9987100 | 0.986485698181191 |