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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
0.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
2.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
1.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
0.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
0.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
0.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
0.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
0.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 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-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
0.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 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-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
0.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 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-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
0.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 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-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 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-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
0.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 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-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 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-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-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 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-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
0.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 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-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-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 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-3511-01A
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-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-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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-D5-6536-01A
0 years, male, white, 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-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-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
0.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 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-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 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-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 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-6163-01A
0 years, male, 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-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 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-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 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.
RSC1A1 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
15.6
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 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
14.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.1
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-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
2.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
0.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.0
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-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
0.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 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-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-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 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-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 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-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 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-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 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-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 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.
RSC1A1 is potential prognostic, high expression is favorable 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
14.0
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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
