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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
Survival analysis data not available.
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
0.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
56.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
35.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
0.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
0.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
0.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
0.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
0.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
0.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
0.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
0.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
0.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
0.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
0.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
0.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
0.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
0.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
0.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
0.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
0.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
H4C6 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
32.1
Number of samples
486
Samples
Sample
Description
TPM
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
393.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
300.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
280.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
257.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
246.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
244.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
220.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
219.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
211.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
190.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
179.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
175.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
168.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
163.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
145.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
142.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
137.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
135.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
134.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
134.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
133.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
130.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
128.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
124.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
121.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
120.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
120.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
118.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
115.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
114.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
109.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
107.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
106.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
105.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
96.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
96.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
94.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
92.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
92.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
92.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
90.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
89.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
88.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
78.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
77.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
77.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
73.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
69.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
68.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
68.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
67.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
63.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
62.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
61.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
60.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
58.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
58.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
58.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
56.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
55.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
54.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
52.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
51.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
50.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
47.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
47.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
46.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
44.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
44.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
44.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
43.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
43.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
42.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
41.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
41.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
40.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
39.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
39.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
38.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
38.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
38.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
38.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
38.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
38.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
37.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
37.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
37.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
36.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
35.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
34.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
34.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
34.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
33.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
32.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
32.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
32.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
30.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
7.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
7.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
5.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
5.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
4.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
4.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
Survival analysis data not available.
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
0.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
0.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
0.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
0.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
0.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
0.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
0.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
0.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
H4C6 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.8
Number of samples
207
Samples
Sample
Description
TPM
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
243.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
142.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
128.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
108.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
99.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
96.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
87.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
78.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
72.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
61.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
60.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
54.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
53.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
47.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
46.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
44.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
43.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
43.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
41.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
38.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
38.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
37.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
36.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
36.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
35.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
33.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
33.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
33.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
32.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
6.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
6.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
6.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
6.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
6.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
5.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
5.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
5.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
3.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
2.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
2.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
2.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.7
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
