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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.
TBPL1 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
15.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
39.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
29.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
26.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
25.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
25.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
23.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
22.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
21.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
TBPL1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.9
Number of samples
486
Samples
Sample
Description
TPM
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
TBPL1 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
15.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
35.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.9
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.
TBPL1 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
15.5
Number of samples
207
Samples
Sample
Description
TPM
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
36.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
