SRRM2: serine/arginine repetitive matrix 2
Lollipop plot
Phosphosites location and occurrence
Select Y-axis:
Sample number
Cohort number
* Hover over the dots to see sequence motif and cohorts.
Structure
5mqf chain S
5xjc chain U
5yzg chain U
5z56 chain U
5z57 chain U
6ff4 chain S
6ff7 chain S
6icz chain U
6qdv chain R
6zym chain S
7a5p chain S
7dvq chain U
7w59 chain U
7w5a chain U
7w5b chain U
Phosphosite detection coverage
The frequency of phosphosite detection in the number of cohorts and tumor and normal samples
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BRCA
CCRCC
COAD
GBM
HNSCC
LSCC
LUAD
OV
PDAC
UCEC
Site
Sequence
Cohorts
Total
T
N
T
N
T
N
T
N
T
N
T
N
T
N
T
N
T
N
T
N
T111 NPGGKEET PGQRPAV 8 202 15 - - - - - 44 - 6 3 19 19 10 8 5 3 7 3 56 4 T119 PGQRPAVT ETHQLAE 1 8 - - 4 4 - - - - - - - - - - - - - - - - T121 QRPAVTET HQLAELN 3 21 6 - - - - - - - - - 5 5 - - - - 4 1 - - S142 LRAAFGIS DSYVDGS 1 6 - - - - - - - - - - - - - - - - - - 6 - Y145 AFGISDSY VDGSSFD 1 15 15 - - - - - - - - - - - - - - - - - - - S150 DSYVDGSS FDPQRRA 4 72 8 - - - - - 9 - 22 12 - - - - - - - - 12 9 S172 PEPPKPYS LVRESSS 1 9 - - - - - - - - - - - - - - 8 1 - - - - S178 YSLVRESS SSRSPTP 3 61 - - - - - - 36 - - - - - - - - - 5 4 14 2 S179 SLVRESSS SRSPTPK 1 10 - - - - - - - - - - 5 5 - - - - - - - - S182 RESSSSRS PTPKQKK 6 330 56 - 4 4 - - 64 - - - 58 54 25 23 - - - - 36 6
Tumor and normal comparison
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Site
Sequence
Meta P
BRCA
CCRCC
COAD
GBM
HNSCC
LSCC
LUAD
OV
PDAC
UCEC
T111 NPGGKEET PGQRPAV - - - - - - - - - - - T119 PGQRPAVT ETHQLAE - - - - - - - - - - - T121 QRPAVTET HQLAELN - - - - - - - - - - - S142 LRAAFGIS DSYVDGS - - - - - - - - - - - Y145 AFGISDSY VDGSSFD - - - - - - - - - - - S150 DSYVDGSS FDPQRRA 0.31 - - - - 0.31 - - - - - S172 PEPPKPYS LVRESSS - - - - - - - - - - - S178 YSLVRESS SSRSPTP - - - - - - - - - - - S179 SLVRESSS SRSPTPK - - - - - - - - - - - S182 RESSSSRS PTPKQKK 8.1e-20 - - - - - 2.2e-16 3.0e-6 - - -
* P-values are from Wilcoxon rank sum test and can be clicked to show the box plots. Positive values mean higher abundance in tumor. BRCA and GBM do not have normal samples.
Phenotype and mutation association
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all sites
T111
T119
T121
S142
Y145
S150
S172
S178
S179
S182
T184
S200
S220
S222
S231
T233
S248
S250
T251
T252
S265
S270
S271
S272
T274
S275
S281
T286
T288
T289
S295
S297
S300
S311
T315
T316
S317
T318
S322
S323
T326
T328
S332
S333
S346
T348
S351
S353
S357
S358
T359
T367
S377
T384
S387
S395
S398
T400
S404
S408
S416
S417
S418
S420
S421
S424
T428
S431
S435
S436
S437
S440
S449
S454
S455
S456
T458
S459
S472
S474
T476
S478
S484
S486
S495
S497
T499
S506
S508
S510
S525
S527
S534
S536
S543
S562
S564
S566
S573
S575
T577
S625
T627
S629
S702
S704
S706
S713
S715
T717
S724
S726
S727
S741
S743
S745
S746
S759
S761
S763
S764
S778
S780
S782
S783
S790
T792
S797
S799
S801
S802
S808
T810
S815
S817
S818
S819
S820
S827
T829
S834
S836
S837
S838
S839
S846
T848
S854
T856
S857
S864
T866
S871
S875
S876
S883
T885
S887
S890
S892
S894
S895
S901
S902
T903
S908
S910
S912
S913
S914
S929
S931
S933
S934
S935
S937
T945
T946
S950
S952
S954
S957
S968
S970
S972
S973
S974
T983
S988
S990
S992
S994
T1003
S1008
S1010
S1012
S1014
S1021
S1024
S1028
S1032
S1034
S1041
T1043
S1048
S1054
S1061
T1063
S1064
S1069
T1071
S1072
S1073
S1081
S1083
S1085
S1093
S1099
S1101
S1102
S1103
T1106
S1110
S1112
S1122
S1124
S1129
S1132
S1140
S1142
S1144
Y1145
T1147
S1150
S1152
S1164
T1177
S1179
S1188
S1198
S1199
T1208
S1214
S1218
S1219
T1222
S1227
T1231
S1232
S1233
S1257
S1258
S1270
S1271
S1304
S1311
S1318
S1320
S1326
S1329
S1336
T1341
T1345
S1348
S1349
T1365
S1368
S1378
S1379
S1382
S1383
S1384
S1387
S1397
S1398
S1401
S1403
S1404
T1413
S1415
S1419
S1420
S1421
S1423
S1424
T1434
S1436
S1439
S1441
S1443
S1444
S1451
T1453
S1455
S1458
S1460
S1462
S1463
T1472
S1474
S1478
S1482
S1483
T1492
S1497
S1499
S1501
S1502
T1511
S1517
S1519
S1521
S1522
T1531
S1537
S1539
S1541
S1542
S1550
S1552
S1557
S1559
S1561
S1562
T1571
S1577
S1579
S1581
S1582
S1587
S1596
S1598
S1600
S1601
S1616
S1618
S1620
S1621
S1636
S1648
S1653
T1655
S1657
S1658
S1672
S1674
S1675
T1680
S1682
T1684
S1690
S1691
S1693
S1694
T1698
S1707
S1709
S1711
S1712
S1713
T1716
S1718
T1720
S1727
S1729
S1731
S1732
S1747
S1749
S1750
S1762
S1764
S1791
S1818
Y1820
S1822
S1824
S1830
S1831
S1842
T1844
S1852
S1854
T1856
S1857
S1864
S1866
S1869
S1876
S1878
T1880
S1888
S1890
T1892
S1893
S1896
S1900
S1902
S1905
S1911
S1913
S1916
S1919
S1923
S1925
T1927
S1935
S1937
T1939
S1970
S1972
T1974
S1975
S1982
S1984
T1986
S1987
S2018
S2020
T2022
S2030
S2032
T2034
S2042
S2044
S2046
S2067
T2069
S2071
S2090
T2092
S2100
S2102
T2104
S2115
S2118
S2121
S2123
S2132
T2144
S2147
S2155
T2170
S2171
T2247
T2261
S2272
T2275
T2289
T2291
T2302
S2310
T2312
S2314
T2316
S2325
S2326
T2329
S2335
S2343
S2376
T2381
S2382
S2394
S2398
S2407
T2409
S2412
S2426
S2436
S2438
S2449
S2533
S2563
S2567
S2581
T2583
T2599
S2664
S2684
S2688
S2690
S2692
Y2693
S2694
S2702
S2706
S2719
S2727
S2729
T2738
S2740
all
clinical
pathway
cell type
genomic
mutation
Signed p-values
Phenotype
Site
Meta P
BRCA
CCRCC
COAD
GBM
HNSCC
LSCC
LUAD
OV
PDAC
UCEC
No matching records found
* P-values could be from test for Spearman correlation, Wilcoxon rank sum test, Jonckheere-Terpstra trend test or Cox regression depending on the data type. P-values for individual cohorts can be clicked to show the data plots.
Cis-association
BRCA T111 T119 T121 S142 Y145 S150 S172 S178 S179 S182 T184 S200 S220 S222 S231 T233 S248 S250 T251 T252 S265 S270 S271 S272 T274 S275 S281 T286 T288 T289 S295 S297 S300 S311 T315 T316 S317 T318 S322 S323 T326 T328 S332 S333 S346 T348 S351 S353 S357 S358 T359 T367 S377 T384 S387 S395 S398 T400 S404 S408 S416 S417 S418 S420 S421 S424 T428 S431 S435 S436 S437 S440 S449 S454 S455 S456 T458 S459 S472 S474 T476 S478 S484 S486 S495 S497 T499 S506 S508 S510 S525 S527 S534 S536 S543 S562 S564 S566 S573 S575 T577 S625 T627 S629 S702 S704 S706 S713 S715 T717 S724 S726 S727 S741 S743 S745 S746 S759 S761 S763 S764 S778 S780 S782 S783 S790 T792 S797 S799 S801 S802 S808 T810 S815 S817 S818 S819 S820 S827 T829 S834 S836 S837 S838 S839 S846 T848 S854 T856 S857 S864 T866 S871 S875 S876 S883 T885 S887 S890 S892 S894 S895 S901 S902 T903 S908 S910 S912 S913 S914 S929 S931 S933 S934 S935 S937 T945 T946 S950 S952 S954 S957 S968 S970 S972 S973 S974 T983 S988 S990 S992 S994 T1003 S1008 S1010 S1012 S1014 S1021 S1024 S1028 S1032 S1034 S1041 T1043 S1048 S1054 S1061 T1063 S1064 S1069 T1071 S1072 S1073 S1081 S1083 S1085 S1093 S1099 S1101 S1102 S1103 T1106 S1110 S1112 S1122 S1124 S1129 S1132 S1140 S1142 S1144 Y1145 T1147 S1150 S1152 S1164 T1177 S1179 S1188 S1198 S1199 T1208 S1214 S1218 S1219 T1222 S1227 T1231 S1232 S1233 S1257 S1258 S1270 S1271 S1304 S1311 S1318 S1320 S1326 S1329 S1336 T1341 T1345 S1348 S1349 T1365 S1368 S1378 S1379 S1382 S1383 S1384 S1387 S1397 S1398 S1401 S1403 S1404 T1413 S1415 S1419 S1420 S1421 S1423 S1424 T1434 S1436 S1439 S1441 S1443 S1444 S1451 T1453 S1455 S1458 S1460 S1462 S1463 T1472 S1474 S1478 S1482 S1483 T1492 S1497 S1499 S1501 S1502 T1511 S1517 S1519 S1521 S1522 T1531 S1537 S1539 S1541 S1542 S1550 S1552 S1557 S1559 S1561 S1562 T1571 S1577 S1579 S1581 S1582 S1587 S1596 S1598 S1600 S1601 S1616 S1618 S1620 S1621 S1636 S1648 S1653 T1655 S1657 S1658 S1672 S1674 S1675 T1680 S1682 T1684 S1690 S1691 S1693 S1694 T1698 S1707 S1709 S1711 S1712 S1713 T1716 S1718 T1720 S1727 S1729 S1731 S1732 S1747 S1749 S1750 S1762 S1764 S1791 S1818 Y1820 S1822 S1824 S1830 S1831 S1842 T1844 S1852 S1854 T1856 S1857 S1864 S1866 S1869 S1876 S1878 T1880 S1888 S1890 T1892 S1893 S1896 S1900 S1902 S1905 S1911 S1913 S1916 S1919 S1923 S1925 T1927 S1935 S1937 T1939 S1970 S1972 T1974 S1975 S1982 S1984 T1986 S1987 S2018 S2020 T2022 S2030 S2032 T2034 S2042 S2044 S2046 S2067 T2069 S2071 S2090 T2092 S2100 S2102 T2104 S2115 S2118 S2121 S2123 S2132 T2144 S2147 S2155 T2170 S2171 T2247 T2261 S2272 T2275 T2289 T2291 T2302 S2310 T2312 S2314 T2316 S2325 S2326 T2329 S2335 S2343 S2376 T2381 S2382 S2394 S2398 S2407 T2409 S2412 S2426 S2436 S2438 S2449 S2533 S2563 S2567 S2581 T2583 T2599 S2664 S2684 S2688 S2690 S2692 Y2693 S2694 S2702 S2706 S2719 S2727 S2729 T2738 S2740 protein RNA SCNV methylation CCRCC T111 T119 T121 S142 Y145 S150 S172 S178 S179 S182 T184 S200 S220 S222 S231 T233 S248 S250 T251 T252 S265 S270 S271 S272 T274 S275 S281 T286 T288 T289 S295 S297 S300 S311 T315 T316 S317 T318 S322 S323 T326 T328 S332 S333 S346 T348 S351 S353 S357 S358 T359 T367 S377 T384 S387 S395 S398 T400 S404 S408 S416 S417 S418 S420 S421 S424 T428 S431 S435 S436 S437 S440 S449 S454 S455 S456 T458 S459 S472 S474 T476 S478 S484 S486 S495 S497 T499 S506 S508 S510 S525 S527 S534 S536 S543 S562 S564 S566 S573 S575 T577 S625 T627 S629 S702 S704 S706 S713 S715 T717 S724 S726 S727 S741 S743 S745 S746 S759 S761 S763 S764 S778 S780 S782 S783 S790 T792 S797 S799 S801 S802 S808 T810 S815 S817 S818 S819 S820 S827 T829 S834 S836 S837 S838 S839 S846 T848 S854 T856 S857 S864 T866 S871 S875 S876 S883 T885 S887 S890 S892 S894 S895 S901 S902 T903 S908 S910 S912 S913 S914 S929 S931 S933 S934 S935 S937 T945 T946 S950 S952 S954 S957 S968 S970 S972 S973 S974 T983 S988 S990 S992 S994 T1003 S1008 S1010 S1012 S1014 S1021 S1024 S1028 S1032 S1034 S1041 T1043 S1048 S1054 S1061 T1063 S1064 S1069 T1071 S1072 S1073 S1081 S1083 S1085 S1093 S1099 S1101 S1102 S1103 T1106 S1110 S1112 S1122 S1124 S1129 S1132 S1140 S1142 S1144 Y1145 T1147 S1150 S1152 S1164 T1177 S1179 S1188 S1198 S1199 T1208 S1214 S1218 S1219 T1222 S1227 T1231 S1232 S1233 S1257 S1258 S1270 S1271 S1304 S1311 S1318 S1320 S1326 S1329 S1336 T1341 T1345 S1348 S1349 T1365 S1368 S1378 S1379 S1382 S1383 S1384 S1387 S1397 S1398 S1401 S1403 S1404 T1413 S1415 S1419 S1420 S1421 S1423 S1424 T1434 S1436 S1439 S1441 S1443 S1444 S1451 T1453 S1455 S1458 S1460 S1462 S1463 T1472 S1474 S1478 S1482 S1483 T1492 S1497 S1499 S1501 S1502 T1511 S1517 S1519 S1521 S1522 T1531 S1537 S1539 S1541 S1542 S1550 S1552 S1557 S1559 S1561 S1562 T1571 S1577 S1579 S1581 S1582 S1587 S1596 S1598 S1600 S1601 S1616 S1618 S1620 S1621 S1636 S1648 S1653 T1655 S1657 S1658 S1672 S1674 S1675 T1680 S1682 T1684 S1690 S1691 S1693 S1694 T1698 S1707 S1709 S1711 S1712 S1713 T1716 S1718 T1720 S1727 S1729 S1731 S1732 S1747 S1749 S1750 S1762 S1764 S1791 S1818 Y1820 S1822 S1824 S1830 S1831 S1842 T1844 S1852 S1854 T1856 S1857 S1864 S1866 S1869 S1876 S1878 T1880 S1888 S1890 T1892 S1893 S1896 S1900 S1902 S1905 S1911 S1913 S1916 S1919 S1923 S1925 T1927 S1935 S1937 T1939 S1970 S1972 T1974 S1975 S1982 S1984 T1986 S1987 S2018 S2020 T2022 S2030 S2032 T2034 S2042 S2044 S2046 S2067 T2069 S2071 S2090 T2092 S2100 S2102 T2104 S2115 S2118 S2121 S2123 S2132 T2144 S2147 S2155 T2170 S2171 T2247 T2261 S2272 T2275 T2289 T2291 T2302 S2310 T2312 S2314 T2316 S2325 S2326 T2329 S2335 S2343 S2376 T2381 S2382 S2394 S2398 S2407 T2409 S2412 S2426 S2436 S2438 S2449 S2533 S2563 S2567 S2581 T2583 T2599 S2664 S2684 S2688 S2690 S2692 Y2693 S2694 S2702 S2706 S2719 S2727 S2729 T2738 S2740 protein RNA SCNV methylation COAD T111 T119 T121 S142 Y145 S150 S172 S178 S179 S182 T184 S200 S220 S222 S231 T233 S248 S250 T251 T252 S265 S270 S271 S272 T274 S275 S281 T286 T288 T289 S295 S297 S300 S311 T315 T316 S317 T318 S322 S323 T326 T328 S332 S333 S346 T348 S351 S353 S357 S358 T359 T367 S377 T384 S387 S395 S398 T400 S404 S408 S416 S417 S418 S420 S421 S424 T428 S431 S435 S436 S437 S440 S449 S454 S455 S456 T458 S459 S472 S474 T476 S478 S484 S486 S495 S497 T499 S506 S508 S510 S525 S527 S534 S536 S543 S562 S564 S566 S573 S575 T577 S625 T627 S629 S702 S704 S706 S713 S715 T717 S724 S726 S727 S741 S743 S745 S746 S759 S761 S763 S764 S778 S780 S782 S783 S790 T792 S797 S799 S801 S802 S808 T810 S815 S817 S818 S819 S820 S827 T829 S834 S836 S837 S838 S839 S846 T848 S854 T856 S857 S864 T866 S871 S875 S876 S883 T885 S887 S890 S892 S894 S895 S901 S902 T903 S908 S910 S912 S913 S914 S929 S931 S933 S934 S935 S937 T945 T946 S950 S952 S954 S957 S968 S970 S972 S973 S974 T983 S988 S990 S992 S994 T1003 S1008 S1010 S1012 S1014 S1021 S1024 S1028 S1032 S1034 S1041 T1043 S1048 S1054 S1061 T1063 S1064 S1069 T1071 S1072 S1073 S1081 S1083 S1085 S1093 S1099 S1101 S1102 S1103 T1106 S1110 S1112 S1122 S1124 S1129 S1132 S1140 S1142 S1144 Y1145 T1147 S1150 S1152 S1164 T1177 S1179 S1188 S1198 S1199 T1208 S1214 S1218 S1219 T1222 S1227 T1231 S1232 S1233 S1257 S1258 S1270 S1271 S1304 S1311 S1318 S1320 S1326 S1329 S1336 T1341 T1345 S1348 S1349 T1365 S1368 S1378 S1379 S1382 S1383 S1384 S1387 S1397 S1398 S1401 S1403 S1404 T1413 S1415 S1419 S1420 S1421 S1423 S1424 T1434 S1436 S1439 S1441 S1443 S1444 S1451 T1453 S1455 S1458 S1460 S1462 S1463 T1472 S1474 S1478 S1482 S1483 T1492 S1497 S1499 S1501 S1502 T1511 S1517 S1519 S1521 S1522 T1531 S1537 S1539 S1541 S1542 S1550 S1552 S1557 S1559 S1561 S1562 T1571 S1577 S1579 S1581 S1582 S1587 S1596 S1598 S1600 S1601 S1616 S1618 S1620 S1621 S1636 S1648 S1653 T1655 S1657 S1658 S1672 S1674 S1675 T1680 S1682 T1684 S1690 S1691 S1693 S1694 T1698 S1707 S1709 S1711 S1712 S1713 T1716 S1718 T1720 S1727 S1729 S1731 S1732 S1747 S1749 S1750 S1762 S1764 S1791 S1818 Y1820 S1822 S1824 S1830 S1831 S1842 T1844 S1852 S1854 T1856 S1857 S1864 S1866 S1869 S1876 S1878 T1880 S1888 S1890 T1892 S1893 S1896 S1900 S1902 S1905 S1911 S1913 S1916 S1919 S1923 S1925 T1927 S1935 S1937 T1939 S1970 S1972 T1974 S1975 S1982 S1984 T1986 S1987 S2018 S2020 T2022 S2030 S2032 T2034 S2042 S2044 S2046 S2067 T2069 S2071 S2090 T2092 S2100 S2102 T2104 S2115 S2118 S2121 S2123 S2132 T2144 S2147 S2155 T2170 S2171 T2247 T2261 S2272 T2275 T2289 T2291 T2302 S2310 T2312 S2314 T2316 S2325 S2326 T2329 S2335 S2343 S2376 T2381 S2382 S2394 S2398 S2407 T2409 S2412 S2426 S2436 S2438 S2449 S2533 S2563 S2567 S2581 T2583 T2599 S2664 S2684 S2688 S2690 S2692 Y2693 S2694 S2702 S2706 S2719 S2727 S2729 T2738 S2740 protein RNA SCNV methylation GBM T111 T119 T121 S142 Y145 S150 S172 S178 S179 S182 T184 S200 S220 S222 S231 T233 S248 S250 T251 T252 S265 S270 S271 S272 T274 S275 S281 T286 T288 T289 S295 S297 S300 S311 T315 T316 S317 T318 S322 S323 T326 T328 S332 S333 S346 T348 S351 S353 S357 S358 T359 T367 S377 T384 S387 S395 S398 T400 S404 S408 S416 S417 S418 S420 S421 S424 T428 S431 S435 S436 S437 S440 S449 S454 S455 S456 T458 S459 S472 S474 T476 S478 S484 S486 S495 S497 T499 S506 S508 S510 S525 S527 S534 S536 S543 S562 S564 S566 S573 S575 T577 S625 T627 S629 S702 S704 S706 S713 S715 T717 S724 S726 S727 S741 S743 S745 S746 S759 S761 S763 S764 S778 S780 S782 S783 S790 T792 S797 S799 S801 S802 S808 T810 S815 S817 S818 S819 S820 S827 T829 S834 S836 S837 S838 S839 S846 T848 S854 T856 S857 S864 T866 S871 S875 S876 S883 T885 S887 S890 S892 S894 S895 S901 S902 T903 S908 S910 S912 S913 S914 S929 S931 S933 S934 S935 S937 T945 T946 S950 S952 S954 S957 S968 S970 S972 S973 S974 T983 S988 S990 S992 S994 T1003 S1008 S1010 S1012 S1014 S1021 S1024 S1028 S1032 S1034 S1041 T1043 S1048 S1054 S1061 T1063 S1064 S1069 T1071 S1072 S1073 S1081 S1083 S1085 S1093 S1099 S1101 S1102 S1103 T1106 S1110 S1112 S1122 S1124 S1129 S1132 S1140 S1142 S1144 Y1145 T1147 S1150 S1152 S1164 T1177 S1179 S1188 S1198 S1199 T1208 S1214 S1218 S1219 T1222 S1227 T1231 S1232 S1233 S1257 S1258 S1270 S1271 S1304 S1311 S1318 S1320 S1326 S1329 S1336 T1341 T1345 S1348 S1349 T1365 S1368 S1378 S1379 S1382 S1383 S1384 S1387 S1397 S1398 S1401 S1403 S1404 T1413 S1415 S1419 S1420 S1421 S1423 S1424 T1434 S1436 S1439 S1441 S1443 S1444 S1451 T1453 S1455 S1458 S1460 S1462 S1463 T1472 S1474 S1478 S1482 S1483 T1492 S1497 S1499 S1501 S1502 T1511 S1517 S1519 S1521 S1522 T1531 S1537 S1539 S1541 S1542 S1550 S1552 S1557 S1559 S1561 S1562 T1571 S1577 S1579 S1581 S1582 S1587 S1596 S1598 S1600 S1601 S1616 S1618 S1620 S1621 S1636 S1648 S1653 T1655 S1657 S1658 S1672 S1674 S1675 T1680 S1682 T1684 S1690 S1691 S1693 S1694 T1698 S1707 S1709 S1711 S1712 S1713 T1716 S1718 T1720 S1727 S1729 S1731 S1732 S1747 S1749 S1750 S1762 S1764 S1791 S1818 Y1820 S1822 S1824 S1830 S1831 S1842 T1844 S1852 S1854 T1856 S1857 S1864 S1866 S1869 S1876 S1878 T1880 S1888 S1890 T1892 S1893 S1896 S1900 S1902 S1905 S1911 S1913 S1916 S1919 S1923 S1925 T1927 S1935 S1937 T1939 S1970 S1972 T1974 S1975 S1982 S1984 T1986 S1987 S2018 S2020 T2022 S2030 S2032 T2034 S2042 S2044 S2046 S2067 T2069 S2071 S2090 T2092 S2100 S2102 T2104 S2115 S2118 S2121 S2123 S2132 T2144 S2147 S2155 T2170 S2171 T2247 T2261 S2272 T2275 T2289 T2291 T2302 S2310 T2312 S2314 T2316 S2325 S2326 T2329 S2335 S2343 S2376 T2381 S2382 S2394 S2398 S2407 T2409 S2412 S2426 S2436 S2438 S2449 S2533 S2563 S2567 S2581 T2583 T2599 S2664 S2684 S2688 S2690 S2692 Y2693 S2694 S2702 S2706 S2719 S2727 S2729 T2738 S2740 protein RNA SCNV methylation HNSCC T111 T119 T121 S142 Y145 S150 S172 S178 S179 S182 T184 S200 S220 S222 S231 T233 S248 S250 T251 T252 S265 S270 S271 S272 T274 S275 S281 T286 T288 T289 S295 S297 S300 S311 T315 T316 S317 T318 S322 S323 T326 T328 S332 S333 S346 T348 S351 S353 S357 S358 T359 T367 S377 T384 S387 S395 S398 T400 S404 S408 S416 S417 S418 S420 S421 S424 T428 S431 S435 S436 S437 S440 S449 S454 S455 S456 T458 S459 S472 S474 T476 S478 S484 S486 S495 S497 T499 S506 S508 S510 S525 S527 S534 S536 S543 S562 S564 S566 S573 S575 T577 S625 T627 S629 S702 S704 S706 S713 S715 T717 S724 S726 S727 S741 S743 S745 S746 S759 S761 S763 S764 S778 S780 S782 S783 S790 T792 S797 S799 S801 S802 S808 T810 S815 S817 S818 S819 S820 S827 T829 S834 S836 S837 S838 S839 S846 T848 S854 T856 S857 S864 T866 S871 S875 S876 S883 T885 S887 S890 S892 S894 S895 S901 S902 T903 S908 S910 S912 S913 S914 S929 S931 S933 S934 S935 S937 T945 T946 S950 S952 S954 S957 S968 S970 S972 S973 S974 T983 S988 S990 S992 S994 T1003 S1008 S1010 S1012 S1014 S1021 S1024 S1028 S1032 S1034 S1041 T1043 S1048 S1054 S1061 T1063 S1064 S1069 T1071 S1072 S1073 S1081 S1083 S1085 S1093 S1099 S1101 S1102 S1103 T1106 S1110 S1112 S1122 S1124 S1129 S1132 S1140 S1142 S1144 Y1145 T1147 S1150 S1152 S1164 T1177 S1179 S1188 S1198 S1199 T1208 S1214 S1218 S1219 T1222 S1227 T1231 S1232 S1233 S1257 S1258 S1270 S1271 S1304 S1311 S1318 S1320 S1326 S1329 S1336 T1341 T1345 S1348 S1349 T1365 S1368 S1378 S1379 S1382 S1383 S1384 S1387 S1397 S1398 S1401 S1403 S1404 T1413 S1415 S1419 S1420 S1421 S1423 S1424 T1434 S1436 S1439 S1441 S1443 S1444 S1451 T1453 S1455 S1458 S1460 S1462 S1463 T1472 S1474 S1478 S1482 S1483 T1492 S1497 S1499 S1501 S1502 T1511 S1517 S1519 S1521 S1522 T1531 S1537 S1539 S1541 S1542 S1550 S1552 S1557 S1559 S1561 S1562 T1571 S1577 S1579 S1581 S1582 S1587 S1596 S1598 S1600 S1601 S1616 S1618 S1620 S1621 S1636 S1648 S1653 T1655 S1657 S1658 S1672 S1674 S1675 T1680 S1682 T1684 S1690 S1691 S1693 S1694 T1698 S1707 S1709 S1711 S1712 S1713 T1716 S1718 T1720 S1727 S1729 S1731 S1732 S1747 S1749 S1750 S1762 S1764 S1791 S1818 Y1820 S1822 S1824 S1830 S1831 S1842 T1844 S1852 S1854 T1856 S1857 S1864 S1866 S1869 S1876 S1878 T1880 S1888 S1890 T1892 S1893 S1896 S1900 S1902 S1905 S1911 S1913 S1916 S1919 S1923 S1925 T1927 S1935 S1937 T1939 S1970 S1972 T1974 S1975 S1982 S1984 T1986 S1987 S2018 S2020 T2022 S2030 S2032 T2034 S2042 S2044 S2046 S2067 T2069 S2071 S2090 T2092 S2100 S2102 T2104 S2115 S2118 S2121 S2123 S2132 T2144 S2147 S2155 T2170 S2171 T2247 T2261 S2272 T2275 T2289 T2291 T2302 S2310 T2312 S2314 T2316 S2325 S2326 T2329 S2335 S2343 S2376 T2381 S2382 S2394 S2398 S2407 T2409 S2412 S2426 S2436 S2438 S2449 S2533 S2563 S2567 S2581 T2583 T2599 S2664 S2684 S2688 S2690 S2692 Y2693 S2694 S2702 S2706 S2719 S2727 S2729 T2738 S2740 protein RNA SCNV methylation LSCC T111 T119 T121 S142 Y145 S150 S172 S178 S179 S182 T184 S200 S220 S222 S231 T233 S248 S250 T251 T252 S265 S270 S271 S272 T274 S275 S281 T286 T288 T289 S295 S297 S300 S311 T315 T316 S317 T318 S322 S323 T326 T328 S332 S333 S346 T348 S351 S353 S357 S358 T359 T367 S377 T384 S387 S395 S398 T400 S404 S408 S416 S417 S418 S420 S421 S424 T428 S431 S435 S436 S437 S440 S449 S454 S455 S456 T458 S459 S472 S474 T476 S478 S484 S486 S495 S497 T499 S506 S508 S510 S525 S527 S534 S536 S543 S562 S564 S566 S573 S575 T577 S625 T627 S629 S702 S704 S706 S713 S715 T717 S724 S726 S727 S741 S743 S745 S746 S759 S761 S763 S764 S778 S780 S782 S783 S790 T792 S797 S799 S801 S802 S808 T810 S815 S817 S818 S819 S820 S827 T829 S834 S836 S837 S838 S839 S846 T848 S854 T856 S857 S864 T866 S871 S875 S876 S883 T885 S887 S890 S892 S894 S895 S901 S902 T903 S908 S910 S912 S913 S914 S929 S931 S933 S934 S935 S937 T945 T946 S950 S952 S954 S957 S968 S970 S972 S973 S974 T983 S988 S990 S992 S994 T1003 S1008 S1010 S1012 S1014 S1021 S1024 S1028 S1032 S1034 S1041 T1043 S1048 S1054 S1061 T1063 S1064 S1069 T1071 S1072 S1073 S1081 S1083 S1085 S1093 S1099 S1101 S1102 S1103 T1106 S1110 S1112 S1122 S1124 S1129 S1132 S1140 S1142 S1144 Y1145 T1147 S1150 S1152 S1164 T1177 S1179 S1188 S1198 S1199 T1208 S1214 S1218 S1219 T1222 S1227 T1231 S1232 S1233 S1257 S1258 S1270 S1271 S1304 S1311 S1318 S1320 S1326 S1329 S1336 T1341 T1345 S1348 S1349 T1365 S1368 S1378 S1379 S1382 S1383 S1384 S1387 S1397 S1398 S1401 S1403 S1404 T1413 S1415 S1419 S1420 S1421 S1423 S1424 T1434 S1436 S1439 S1441 S1443 S1444 S1451 T1453 S1455 S1458 S1460 S1462 S1463 T1472 S1474 S1478 S1482 S1483 T1492 S1497 S1499 S1501 S1502 T1511 S1517 S1519 S1521 S1522 T1531 S1537 S1539 S1541 S1542 S1550 S1552 S1557 S1559 S1561 S1562 T1571 S1577 S1579 S1581 S1582 S1587 S1596 S1598 S1600 S1601 S1616 S1618 S1620 S1621 S1636 S1648 S1653 T1655 S1657 S1658 S1672 S1674 S1675 T1680 S1682 T1684 S1690 S1691 S1693 S1694 T1698 S1707 S1709 S1711 S1712 S1713 T1716 S1718 T1720 S1727 S1729 S1731 S1732 S1747 S1749 S1750 S1762 S1764 S1791 S1818 Y1820 S1822 S1824 S1830 S1831 S1842 T1844 S1852 S1854 T1856 S1857 S1864 S1866 S1869 S1876 S1878 T1880 S1888 S1890 T1892 S1893 S1896 S1900 S1902 S1905 S1911 S1913 S1916 S1919 S1923 S1925 T1927 S1935 S1937 T1939 S1970 S1972 T1974 S1975 S1982 S1984 T1986 S1987 S2018 S2020 T2022 S2030 S2032 T2034 S2042 S2044 S2046 S2067 T2069 S2071 S2090 T2092 S2100 S2102 T2104 S2115 S2118 S2121 S2123 S2132 T2144 S2147 S2155 T2170 S2171 T2247 T2261 S2272 T2275 T2289 T2291 T2302 S2310 T2312 S2314 T2316 S2325 S2326 T2329 S2335 S2343 S2376 T2381 S2382 S2394 S2398 S2407 T2409 S2412 S2426 S2436 S2438 S2449 S2533 S2563 S2567 S2581 T2583 T2599 S2664 S2684 S2688 S2690 S2692 Y2693 S2694 S2702 S2706 S2719 S2727 S2729 T2738 S2740 protein RNA SCNV methylation LUAD T111 T119 T121 S142 Y145 S150 S172 S178 S179 S182 T184 S200 S220 S222 S231 T233 S248 S250 T251 T252 S265 S270 S271 S272 T274 S275 S281 T286 T288 T289 S295 S297 S300 S311 T315 T316 S317 T318 S322 S323 T326 T328 S332 S333 S346 T348 S351 S353 S357 S358 T359 T367 S377 T384 S387 S395 S398 T400 S404 S408 S416 S417 S418 S420 S421 S424 T428 S431 S435 S436 S437 S440 S449 S454 S455 S456 T458 S459 S472 S474 T476 S478 S484 S486 S495 S497 T499 S506 S508 S510 S525 S527 S534 S536 S543 S562 S564 S566 S573 S575 T577 S625 T627 S629 S702 S704 S706 S713 S715 T717 S724 S726 S727 S741 S743 S745 S746 S759 S761 S763 S764 S778 S780 S782 S783 S790 T792 S797 S799 S801 S802 S808 T810 S815 S817 S818 S819 S820 S827 T829 S834 S836 S837 S838 S839 S846 T848 S854 T856 S857 S864 T866 S871 S875 S876 S883 T885 S887 S890 S892 S894 S895 S901 S902 T903 S908 S910 S912 S913 S914 S929 S931 S933 S934 S935 S937 T945 T946 S950 S952 S954 S957 S968 S970 S972 S973 S974 T983 S988 S990 S992 S994 T1003 S1008 S1010 S1012 S1014 S1021 S1024 S1028 S1032 S1034 S1041 T1043 S1048 S1054 S1061 T1063 S1064 S1069 T1071 S1072 S1073 S1081 S1083 S1085 S1093 S1099 S1101 S1102 S1103 T1106 S1110 S1112 S1122 S1124 S1129 S1132 S1140 S1142 S1144 Y1145 T1147 S1150 S1152 S1164 T1177 S1179 S1188 S1198 S1199 T1208 S1214 S1218 S1219 T1222 S1227 T1231 S1232 S1233 S1257 S1258 S1270 S1271 S1304 S1311 S1318 S1320 S1326 S1329 S1336 T1341 T1345 S1348 S1349 T1365 S1368 S1378 S1379 S1382 S1383 S1384 S1387 S1397 S1398 S1401 S1403 S1404 T1413 S1415 S1419 S1420 S1421 S1423 S1424 T1434 S1436 S1439 S1441 S1443 S1444 S1451 T1453 S1455 S1458 S1460 S1462 S1463 T1472 S1474 S1478 S1482 S1483 T1492 S1497 S1499 S1501 S1502 T1511 S1517 S1519 S1521 S1522 T1531 S1537 S1539 S1541 S1542 S1550 S1552 S1557 S1559 S1561 S1562 T1571 S1577 S1579 S1581 S1582 S1587 S1596 S1598 S1600 S1601 S1616 S1618 S1620 S1621 S1636 S1648 S1653 T1655 S1657 S1658 S1672 S1674 S1675 T1680 S1682 T1684 S1690 S1691 S1693 S1694 T1698 S1707 S1709 S1711 S1712 S1713 T1716 S1718 T1720 S1727 S1729 S1731 S1732 S1747 S1749 S1750 S1762 S1764 S1791 S1818 Y1820 S1822 S1824 S1830 S1831 S1842 T1844 S1852 S1854 T1856 S1857 S1864 S1866 S1869 S1876 S1878 T1880 S1888 S1890 T1892 S1893 S1896 S1900 S1902 S1905 S1911 S1913 S1916 S1919 S1923 S1925 T1927 S1935 S1937 T1939 S1970 S1972 T1974 S1975 S1982 S1984 T1986 S1987 S2018 S2020 T2022 S2030 S2032 T2034 S2042 S2044 S2046 S2067 T2069 S2071 S2090 T2092 S2100 S2102 T2104 S2115 S2118 S2121 S2123 S2132 T2144 S2147 S2155 T2170 S2171 T2247 T2261 S2272 T2275 T2289 T2291 T2302 S2310 T2312 S2314 T2316 S2325 S2326 T2329 S2335 S2343 S2376 T2381 S2382 S2394 S2398 S2407 T2409 S2412 S2426 S2436 S2438 S2449 S2533 S2563 S2567 S2581 T2583 T2599 S2664 S2684 S2688 S2690 S2692 Y2693 S2694 S2702 S2706 S2719 S2727 S2729 T2738 S2740 protein RNA SCNV methylation OV T111 T119 T121 S142 Y145 S150 S172 S178 S179 S182 T184 S200 S220 S222 S231 T233 S248 S250 T251 T252 S265 S270 S271 S272 T274 S275 S281 T286 T288 T289 S295 S297 S300 S311 T315 T316 S317 T318 S322 S323 T326 T328 S332 S333 S346 T348 S351 S353 S357 S358 T359 T367 S377 T384 S387 S395 S398 T400 S404 S408 S416 S417 S418 S420 S421 S424 T428 S431 S435 S436 S437 S440 S449 S454 S455 S456 T458 S459 S472 S474 T476 S478 S484 S486 S495 S497 T499 S506 S508 S510 S525 S527 S534 S536 S543 S562 S564 S566 S573 S575 T577 S625 T627 S629 S702 S704 S706 S713 S715 T717 S724 S726 S727 S741 S743 S745 S746 S759 S761 S763 S764 S778 S780 S782 S783 S790 T792 S797 S799 S801 S802 S808 T810 S815 S817 S818 S819 S820 S827 T829 S834 S836 S837 S838 S839 S846 T848 S854 T856 S857 S864 T866 S871 S875 S876 S883 T885 S887 S890 S892 S894 S895 S901 S902 T903 S908 S910 S912 S913 S914 S929 S931 S933 S934 S935 S937 T945 T946 S950 S952 S954 S957 S968 S970 S972 S973 S974 T983 S988 S990 S992 S994 T1003 S1008 S1010 S1012 S1014 S1021 S1024 S1028 S1032 S1034 S1041 T1043 S1048 S1054 S1061 T1063 S1064 S1069 T1071 S1072 S1073 S1081 S1083 S1085 S1093 S1099 S1101 S1102 S1103 T1106 S1110 S1112 S1122 S1124 S1129 S1132 S1140 S1142 S1144 Y1145 T1147 S1150 S1152 S1164 T1177 S1179 S1188 S1198 S1199 T1208 S1214 S1218 S1219 T1222 S1227 T1231 S1232 S1233 S1257 S1258 S1270 S1271 S1304 S1311 S1318 S1320 S1326 S1329 S1336 T1341 T1345 S1348 S1349 T1365 S1368 S1378 S1379 S1382 S1383 S1384 S1387 S1397 S1398 S1401 S1403 S1404 T1413 S1415 S1419 S1420 S1421 S1423 S1424 T1434 S1436 S1439 S1441 S1443 S1444 S1451 T1453 S1455 S1458 S1460 S1462 S1463 T1472 S1474 S1478 S1482 S1483 T1492 S1497 S1499 S1501 S1502 T1511 S1517 S1519 S1521 S1522 T1531 S1537 S1539 S1541 S1542 S1550 S1552 S1557 S1559 S1561 S1562 T1571 S1577 S1579 S1581 S1582 S1587 S1596 S1598 S1600 S1601 S1616 S1618 S1620 S1621 S1636 S1648 S1653 T1655 S1657 S1658 S1672 S1674 S1675 T1680 S1682 T1684 S1690 S1691 S1693 S1694 T1698 S1707 S1709 S1711 S1712 S1713 T1716 S1718 T1720 S1727 S1729 S1731 S1732 S1747 S1749 S1750 S1762 S1764 S1791 S1818 Y1820 S1822 S1824 S1830 S1831 S1842 T1844 S1852 S1854 T1856 S1857 S1864 S1866 S1869 S1876 S1878 T1880 S1888 S1890 T1892 S1893 S1896 S1900 S1902 S1905 S1911 S1913 S1916 S1919 S1923 S1925 T1927 S1935 S1937 T1939 S1970 S1972 T1974 S1975 S1982 S1984 T1986 S1987 S2018 S2020 T2022 S2030 S2032 T2034 S2042 S2044 S2046 S2067 T2069 S2071 S2090 T2092 S2100 S2102 T2104 S2115 S2118 S2121 S2123 S2132 T2144 S2147 S2155 T2170 S2171 T2247 T2261 S2272 T2275 T2289 T2291 T2302 S2310 T2312 S2314 T2316 S2325 S2326 T2329 S2335 S2343 S2376 T2381 S2382 S2394 S2398 S2407 T2409 S2412 S2426 S2436 S2438 S2449 S2533 S2563 S2567 S2581 T2583 T2599 S2664 S2684 S2688 S2690 S2692 Y2693 S2694 S2702 S2706 S2719 S2727 S2729 T2738 S2740 protein RNA SCNV methylation PDAC T111 T119 T121 S142 Y145 S150 S172 S178 S179 S182 T184 S200 S220 S222 S231 T233 S248 S250 T251 T252 S265 S270 S271 S272 T274 S275 S281 T286 T288 T289 S295 S297 S300 S311 T315 T316 S317 T318 S322 S323 T326 T328 S332 S333 S346 T348 S351 S353 S357 S358 T359 T367 S377 T384 S387 S395 S398 T400 S404 S408 S416 S417 S418 S420 S421 S424 T428 S431 S435 S436 S437 S440 S449 S454 S455 S456 T458 S459 S472 S474 T476 S478 S484 S486 S495 S497 T499 S506 S508 S510 S525 S527 S534 S536 S543 S562 S564 S566 S573 S575 T577 S625 T627 S629 S702 S704 S706 S713 S715 T717 S724 S726 S727 S741 S743 S745 S746 S759 S761 S763 S764 S778 S780 S782 S783 S790 T792 S797 S799 S801 S802 S808 T810 S815 S817 S818 S819 S820 S827 T829 S834 S836 S837 S838 S839 S846 T848 S854 T856 S857 S864 T866 S871 S875 S876 S883 T885 S887 S890 S892 S894 S895 S901 S902 T903 S908 S910 S912 S913 S914 S929 S931 S933 S934 S935 S937 T945 T946 S950 S952 S954 S957 S968 S970 S972 S973 S974 T983 S988 S990 S992 S994 T1003 S1008 S1010 S1012 S1014 S1021 S1024 S1028 S1032 S1034 S1041 T1043 S1048 S1054 S1061 T1063 S1064 S1069 T1071 S1072 S1073 S1081 S1083 S1085 S1093 S1099 S1101 S1102 S1103 T1106 S1110 S1112 S1122 S1124 S1129 S1132 S1140 S1142 S1144 Y1145 T1147 S1150 S1152 S1164 T1177 S1179 S1188 S1198 S1199 T1208 S1214 S1218 S1219 T1222 S1227 T1231 S1232 S1233 S1257 S1258 S1270 S1271 S1304 S1311 S1318 S1320 S1326 S1329 S1336 T1341 T1345 S1348 S1349 T1365 S1368 S1378 S1379 S1382 S1383 S1384 S1387 S1397 S1398 S1401 S1403 S1404 T1413 S1415 S1419 S1420 S1421 S1423 S1424 T1434 S1436 S1439 S1441 S1443 S1444 S1451 T1453 S1455 S1458 S1460 S1462 S1463 T1472 S1474 S1478 S1482 S1483 T1492 S1497 S1499 S1501 S1502 T1511 S1517 S1519 S1521 S1522 T1531 S1537 S1539 S1541 S1542 S1550 S1552 S1557 S1559 S1561 S1562 T1571 S1577 S1579 S1581 S1582 S1587 S1596 S1598 S1600 S1601 S1616 S1618 S1620 S1621 S1636 S1648 S1653 T1655 S1657 S1658 S1672 S1674 S1675 T1680 S1682 T1684 S1690 S1691 S1693 S1694 T1698 S1707 S1709 S1711 S1712 S1713 T1716 S1718 T1720 S1727 S1729 S1731 S1732 S1747 S1749 S1750 S1762 S1764 S1791 S1818 Y1820 S1822 S1824 S1830 S1831 S1842 T1844 S1852 S1854 T1856 S1857 S1864 S1866 S1869 S1876 S1878 T1880 S1888 S1890 T1892 S1893 S1896 S1900 S1902 S1905 S1911 S1913 S1916 S1919 S1923 S1925 T1927 S1935 S1937 T1939 S1970 S1972 T1974 S1975 S1982 S1984 T1986 S1987 S2018 S2020 T2022 S2030 S2032 T2034 S2042 S2044 S2046 S2067 T2069 S2071 S2090 T2092 S2100 S2102 T2104 S2115 S2118 S2121 S2123 S2132 T2144 S2147 S2155 T2170 S2171 T2247 T2261 S2272 T2275 T2289 T2291 T2302 S2310 T2312 S2314 T2316 S2325 S2326 T2329 S2335 S2343 S2376 T2381 S2382 S2394 S2398 S2407 T2409 S2412 S2426 S2436 S2438 S2449 S2533 S2563 S2567 S2581 T2583 T2599 S2664 S2684 S2688 S2690 S2692 Y2693 S2694 S2702 S2706 S2719 S2727 S2729 T2738 S2740 protein RNA SCNV methylation UCEC T111 T119 T121 S142 Y145 S150 S172 S178 S179 S182 T184 S200 S220 S222 S231 T233 S248 S250 T251 T252 S265 S270 S271 S272 T274 S275 S281 T286 T288 T289 S295 S297 S300 S311 T315 T316 S317 T318 S322 S323 T326 T328 S332 S333 S346 T348 S351 S353 S357 S358 T359 T367 S377 T384 S387 S395 S398 T400 S404 S408 S416 S417 S418 S420 S421 S424 T428 S431 S435 S436 S437 S440 S449 S454 S455 S456 T458 S459 S472 S474 T476 S478 S484 S486 S495 S497 T499 S506 S508 S510 S525 S527 S534 S536 S543 S562 S564 S566 S573 S575 T577 S625 T627 S629 S702 S704 S706 S713 S715 T717 S724 S726 S727 S741 S743 S745 S746 S759 S761 S763 S764 S778 S780 S782 S783 S790 T792 S797 S799 S801 S802 S808 T810 S815 S817 S818 S819 S820 S827 T829 S834 S836 S837 S838 S839 S846 T848 S854 T856 S857 S864 T866 S871 S875 S876 S883 T885 S887 S890 S892 S894 S895 S901 S902 T903 S908 S910 S912 S913 S914 S929 S931 S933 S934 S935 S937 T945 T946 S950 S952 S954 S957 S968 S970 S972 S973 S974 T983 S988 S990 S992 S994 T1003 S1008 S1010 S1012 S1014 S1021 S1024 S1028 S1032 S1034 S1041 T1043 S1048 S1054 S1061 T1063 S1064 S1069 T1071 S1072 S1073 S1081 S1083 S1085 S1093 S1099 S1101 S1102 S1103 T1106 S1110 S1112 S1122 S1124 S1129 S1132 S1140 S1142 S1144 Y1145 T1147 S1150 S1152 S1164 T1177 S1179 S1188 S1198 S1199 T1208 S1214 S1218 S1219 T1222 S1227 T1231 S1232 S1233 S1257 S1258 S1270 S1271 S1304 S1311 S1318 S1320 S1326 S1329 S1336 T1341 T1345 S1348 S1349 T1365 S1368 S1378 S1379 S1382 S1383 S1384 S1387 S1397 S1398 S1401 S1403 S1404 T1413 S1415 S1419 S1420 S1421 S1423 S1424 T1434 S1436 S1439 S1441 S1443 S1444 S1451 T1453 S1455 S1458 S1460 S1462 S1463 T1472 S1474 S1478 S1482 S1483 T1492 S1497 S1499 S1501 S1502 T1511 S1517 S1519 S1521 S1522 T1531 S1537 S1539 S1541 S1542 S1550 S1552 S1557 S1559 S1561 S1562 T1571 S1577 S1579 S1581 S1582 S1587 S1596 S1598 S1600 S1601 S1616 S1618 S1620 S1621 S1636 S1648 S1653 T1655 S1657 S1658 S1672 S1674 S1675 T1680 S1682 T1684 S1690 S1691 S1693 S1694 T1698 S1707 S1709 S1711 S1712 S1713 T1716 S1718 T1720 S1727 S1729 S1731 S1732 S1747 S1749 S1750 S1762 S1764 S1791 S1818 Y1820 S1822 S1824 S1830 S1831 S1842 T1844 S1852 S1854 T1856 S1857 S1864 S1866 S1869 S1876 S1878 T1880 S1888 S1890 T1892 S1893 S1896 S1900 S1902 S1905 S1911 S1913 S1916 S1919 S1923 S1925 T1927 S1935 S1937 T1939 S1970 S1972 T1974 S1975 S1982 S1984 T1986 S1987 S2018 S2020 T2022 S2030 S2032 T2034 S2042 S2044 S2046 S2067 T2069 S2071 S2090 T2092 S2100 S2102 T2104 S2115 S2118 S2121 S2123 S2132 T2144 S2147 S2155 T2170 S2171 T2247 T2261 S2272 T2275 T2289 T2291 T2302 S2310 T2312 S2314 T2316 S2325 S2326 T2329 S2335 S2343 S2376 T2381 S2382 S2394 S2398 S2407 T2409 S2412 S2426 S2436 S2438 S2449 S2533 S2563 S2567 S2581 T2583 T2599 S2664 S2684 S2688 S2690 S2692 Y2693 S2694 S2702 S2706 S2719 S2727 S2729 T2738 S2740 protein RNA SCNV methylation
* The circles can be clicked to show the scatter plots. The color and size of the circles correlate with the Spearman correlation coefficients.
Kinase association
Protein
RNA
SCNV
methylation
Loading, please wait
all sites
T111
T119
T121
S142
Y145
S150
S172
S178
S179
S182
T184
S200
S220
S222
S231
T233
S248
S250
T251
T252
S265
S270
S271
S272
T274
S275
S281
T286
T288
T289
S295
S297
S300
S311
T315
T316
S317
T318
S322
S323
T326
T328
S332
S333
S346
T348
S351
S353
S357
S358
T359
T367
S377
T384
S387
S395
S398
T400
S404
S408
S416
S417
S418
S420
S421
S424
T428
S431
S435
S436
S437
S440
S449
S454
S455
S456
T458
S459
S472
S474
T476
S478
S484
S486
S495
S497
T499
S506
S508
S510
S525
S527
S534
S536
S543
S562
S564
S566
S573
S575
T577
S625
T627
S629
S702
S704
S706
S713
S715
T717
S724
S726
S727
S741
S743
S745
S746
S759
S761
S763
S764
S778
S780
S782
S783
S790
T792
S797
S799
S801
S802
S808
T810
S815
S817
S818
S819
S820
S827
T829
S834
S836
S837
S838
S839
S846
T848
S854
T856
S857
S864
T866
S871
S875
S876
S883
T885
S887
S890
S892
S894
S895
S901
S902
T903
S908
S910
S912
S913
S914
S929
S931
S933
S934
S935
S937
T945
T946
S950
S952
S954
S957
S968
S970
S972
S973
S974
T983
S988
S990
S992
S994
T1003
S1008
S1010
S1012
S1014
S1021
S1024
S1028
S1032
S1034
S1041
T1043
S1048
S1054
S1061
T1063
S1064
S1069
T1071
S1072
S1073
S1081
S1083
S1085
S1093
S1099
S1101
S1102
S1103
T1106
S1110
S1112
S1122
S1124
S1129
S1132
S1140
S1142
S1144
Y1145
T1147
S1150
S1152
S1164
T1177
S1179
S1188
S1198
S1199
T1208
S1214
S1218
S1219
T1222
S1227
T1231
S1232
S1233
S1257
S1258
S1270
S1271
S1304
S1311
S1318
S1320
S1326
S1329
S1336
T1341
T1345
S1348
S1349
T1365
S1368
S1378
S1379
S1382
S1383
S1384
S1387
S1397
S1398
S1401
S1403
S1404
T1413
S1415
S1419
S1420
S1421
S1423
S1424
T1434
S1436
S1439
S1441
S1443
S1444
S1451
T1453
S1455
S1458
S1460
S1462
S1463
T1472
S1474
S1478
S1482
S1483
T1492
S1497
S1499
S1501
S1502
T1511
S1517
S1519
S1521
S1522
T1531
S1537
S1539
S1541
S1542
S1550
S1552
S1557
S1559
S1561
S1562
T1571
S1577
S1579
S1581
S1582
S1587
S1596
S1598
S1600
S1601
S1616
S1618
S1620
S1621
S1636
S1648
S1653
T1655
S1657
S1658
S1672
S1674
S1675
T1680
S1682
T1684
S1690
S1691
S1693
S1694
T1698
S1707
S1709
S1711
S1712
S1713
T1716
S1718
T1720
S1727
S1729
S1731
S1732
S1747
S1749
S1750
S1762
S1764
S1791
S1818
Y1820
S1822
S1824
S1830
S1831
S1842
T1844
S1852
S1854
T1856
S1857
S1864
S1866
S1869
S1876
S1878
T1880
S1888
S1890
T1892
S1893
S1896
S1900
S1902
S1905
S1911
S1913
S1916
S1919
S1923
S1925
T1927
S1935
S1937
T1939
S1970
S1972
T1974
S1975
S1982
S1984
T1986
S1987
S2018
S2020
T2022
S2030
S2032
T2034
S2042
S2044
S2046
S2067
T2069
S2071
S2090
T2092
S2100
S2102
T2104
S2115
S2118
S2121
S2123
S2132
T2144
S2147
S2155
T2170
S2171
T2247
T2261
S2272
T2275
T2289
T2291
T2302
S2310
T2312
S2314
T2316
S2325
S2326
T2329
S2335
S2343
S2376
T2381
S2382
S2394
S2398
S2407
T2409
S2412
S2426
S2436
S2438
S2449
S2533
S2563
S2567
S2581
T2583
T2599
S2664
S2684
S2688
S2690
S2692
Y2693
S2694
S2702
S2706
S2719
S2727
S2729
T2738
S2740
Signed p-values
Kinase
Site
Meta P
BRCA
CCRCC
COAD
GBM
HNSCC
LSCC
LUAD
OV
PDAC
UCEC
No matching records found
* P-values are from test for Spearman correlation. P-values for individual cohorts can be clicked to show the data plots.
Phosphatase association
Protein
RNA
SCNV
methylation
Loading, please wait
all sites
T111
T119
T121
S142
Y145
S150
S172
S178
S179
S182
T184
S200
S220
S222
S231
T233
S248
S250
T251
T252
S265
S270
S271
S272
T274
S275
S281
T286
T288
T289
S295
S297
S300
S311
T315
T316
S317
T318
S322
S323
T326
T328
S332
S333
S346
T348
S351
S353
S357
S358
T359
T367
S377
T384
S387
S395
S398
T400
S404
S408
S416
S417
S418
S420
S421
S424
T428
S431
S435
S436
S437
S440
S449
S454
S455
S456
T458
S459
S472
S474
T476
S478
S484
S486
S495
S497
T499
S506
S508
S510
S525
S527
S534
S536
S543
S562
S564
S566
S573
S575
T577
S625
T627
S629
S702
S704
S706
S713
S715
T717
S724
S726
S727
S741
S743
S745
S746
S759
S761
S763
S764
S778
S780
S782
S783
S790
T792
S797
S799
S801
S802
S808
T810
S815
S817
S818
S819
S820
S827
T829
S834
S836
S837
S838
S839
S846
T848
S854
T856
S857
S864
T866
S871
S875
S876
S883
T885
S887
S890
S892
S894
S895
S901
S902
T903
S908
S910
S912
S913
S914
S929
S931
S933
S934
S935
S937
T945
T946
S950
S952
S954
S957
S968
S970
S972
S973
S974
T983
S988
S990
S992
S994
T1003
S1008
S1010
S1012
S1014
S1021
S1024
S1028
S1032
S1034
S1041
T1043
S1048
S1054
S1061
T1063
S1064
S1069
T1071
S1072
S1073
S1081
S1083
S1085
S1093
S1099
S1101
S1102
S1103
T1106
S1110
S1112
S1122
S1124
S1129
S1132
S1140
S1142
S1144
Y1145
T1147
S1150
S1152
S1164
T1177
S1179
S1188
S1198
S1199
T1208
S1214
S1218
S1219
T1222
S1227
T1231
S1232
S1233
S1257
S1258
S1270
S1271
S1304
S1311
S1318
S1320
S1326
S1329
S1336
T1341
T1345
S1348
S1349
T1365
S1368
S1378
S1379
S1382
S1383
S1384
S1387
S1397
S1398
S1401
S1403
S1404
T1413
S1415
S1419
S1420
S1421
S1423
S1424
T1434
S1436
S1439
S1441
S1443
S1444
S1451
T1453
S1455
S1458
S1460
S1462
S1463
T1472
S1474
S1478
S1482
S1483
T1492
S1497
S1499
S1501
S1502
T1511
S1517
S1519
S1521
S1522
T1531
S1537
S1539
S1541
S1542
S1550
S1552
S1557
S1559
S1561
S1562
T1571
S1577
S1579
S1581
S1582
S1587
S1596
S1598
S1600
S1601
S1616
S1618
S1620
S1621
S1636
S1648
S1653
T1655
S1657
S1658
S1672
S1674
S1675
T1680
S1682
T1684
S1690
S1691
S1693
S1694
T1698
S1707
S1709
S1711
S1712
S1713
T1716
S1718
T1720
S1727
S1729
S1731
S1732
S1747
S1749
S1750
S1762
S1764
S1791
S1818
Y1820
S1822
S1824
S1830
S1831
S1842
T1844
S1852
S1854
T1856
S1857
S1864
S1866
S1869
S1876
S1878
T1880
S1888
S1890
T1892
S1893
S1896
S1900
S1902
S1905
S1911
S1913
S1916
S1919
S1923
S1925
T1927
S1935
S1937
T1939
S1970
S1972
T1974
S1975
S1982
S1984
T1986
S1987
S2018
S2020
T2022
S2030
S2032
T2034
S2042
S2044
S2046
S2067
T2069
S2071
S2090
T2092
S2100
S2102
T2104
S2115
S2118
S2121
S2123
S2132
T2144
S2147
S2155
T2170
S2171
T2247
T2261
S2272
T2275
T2289
T2291
T2302
S2310
T2312
S2314
T2316
S2325
S2326
T2329
S2335
S2343
S2376
T2381
S2382
S2394
S2398
S2407
T2409
S2412
S2426
S2436
S2438
S2449
S2533
S2563
S2567
S2581
T2583
T2599
S2664
S2684
S2688
S2690
S2692
Y2693
S2694
S2702
S2706
S2719
S2727
S2729
T2738
S2740
Signed p-values
Phosphatase
Site
Meta P
BRCA
CCRCC
COAD
GBM
HNSCC
LSCC
LUAD
OV
PDAC
UCEC
No matching records found
* P-values are from test for Spearman correlation. P-values for individual cohorts can be clicked to show the data plots.