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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.
TIA1 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
19.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
49.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
44.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
38.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
38.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
34.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
33.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
32.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
32.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
31.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
31.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
31.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
30.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
29.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
29.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
28.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
28.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
26.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
25.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
23.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
23.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
23.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
22.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 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.
TIA1 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
27.7
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
48.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
48.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
47.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
45.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
45.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
45.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
45.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
44.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
43.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
42.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
42.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
42.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
42.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
41.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
40.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
40.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
40.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
39.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
39.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
39.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
39.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
39.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
39.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
39.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
39.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
39.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
38.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
38.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
38.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
38.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
38.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
37.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
37.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
37.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
37.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
37.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
37.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
36.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
36.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
36.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
36.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
36.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
36.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
36.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
36.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
35.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
35.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
35.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
35.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
35.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
34.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
34.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
34.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
34.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
34.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
34.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
34.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
34.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
33.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
33.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
33.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
33.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
33.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
32.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
32.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
32.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
32.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
32.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
32.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
31.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
31.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
31.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
31.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
30.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
29.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
28.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
28.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
26.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
TIA1 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
19.4
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
38.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
36.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
36.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
34.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
34.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
32.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
22.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.8
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.
TIA1 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
28.7
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
45.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
45.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
44.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
43.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
41.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
41.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
41.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
41.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
40.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
40.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
40.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
39.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
39.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
39.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
39.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
39.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
37.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
37.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
37.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
36.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
36.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
36.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
36.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
35.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
35.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
35.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
35.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
35.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
34.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
34.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
34.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
34.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
34.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
34.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
34.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
33.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
33.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
33.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
33.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
32.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
32.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
32.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
31.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
31.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
31.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
31.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
30.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
30.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
29.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
26.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
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Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
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Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
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Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
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Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
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Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
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Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
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Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
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Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
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Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
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Normal
0.0
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Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
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Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
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Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
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Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.7
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.
The Human Protein Atlas project is funded
