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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.
TANK is not prognostic in Colon Adenocarcinoma (TCGA)
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
25.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
65.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
53.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
47.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
45.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
45.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
43.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
41.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
41.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
41.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
40.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
40.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
40.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
40.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
39.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
39.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
38.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
37.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
36.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
36.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
35.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
35.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
34.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
34.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
33.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
32.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
32.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
32.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
32.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
32.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
32.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
32.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
31.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
31.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
31.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
31.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
30.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
30.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
30.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
30.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
30.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
29.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
29.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
29.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
29.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
29.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
29.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
29.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
29.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
28.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
28.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
28.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
28.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
28.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
28.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
28.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
28.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
28.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
27.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
27.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
27.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
27.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
27.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
27.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
26.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
26.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
26.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
26.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
26.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
25.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
25.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
25.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
24.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
24.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
24.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
23.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
22.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
22.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
22.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
TANK 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
29.6
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
64.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
56.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
50.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
50.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
50.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
49.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
48.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
47.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
46.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
46.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
46.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
46.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
46.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
45.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
45.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
45.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
44.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
43.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
43.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
43.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
43.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
42.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
42.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
42.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
42.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
42.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
42.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
42.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
42.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
41.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
41.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
41.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
41.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
41.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
41.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
40.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
40.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
39.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
39.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
39.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
39.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
39.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
38.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
38.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
38.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
38.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
38.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
38.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
38.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
38.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
37.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
37.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
37.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
37.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
37.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
37.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
37.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
37.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
37.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
37.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
36.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
36.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
36.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
36.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
36.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
35.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
35.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
35.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
35.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
35.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
35.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
35.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
35.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
35.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
34.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
34.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
33.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
33.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
33.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
33.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
33.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
33.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
33.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
33.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
33.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
33.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
33.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
32.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
32.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
32.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
32.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
32.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
31.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
31.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
30.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
30.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
30.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
30.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
29.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
28.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
27.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
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.
TANK is not prognostic in Rectum Adenocarcinoma (TCGA)
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
25.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
50.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
43.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
40.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
39.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
39.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
39.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
38.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
34.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
32.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
32.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
32.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
31.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
31.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
31.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
30.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
28.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
28.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
27.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
26.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
25.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
24.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
24.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
23.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
22.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
TANK is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.7
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
56.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
47.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
45.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
44.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
39.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
36.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
35.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
35.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
34.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
34.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
33.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
33.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
33.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
32.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
32.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
31.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
31.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
31.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
31.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
29.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
27.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
1.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.8
1c070992-647b-4173-a481-904c4d_D2
Normal
0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-0.7
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.8
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-1.1
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
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
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
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_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
411d9597-c785-4de5-b449-29a80d_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
4b263734-430f-41dc-a296-8691f0_D3
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
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
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
46dfc1e4-0110-4d9f-888e-6a29ab_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
