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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.
TP53INP2 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
13.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
86.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
78.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
64.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
50.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
44.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
41.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
38.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
38.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
34.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
32.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
32.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
31.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
30.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
30.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
29.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
29.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
29.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
28.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
27.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
2.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
TP53INP2 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
26.0
Number of samples
486
Samples
Sample
Description
TPM
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
118.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
88.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
85.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
82.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
82.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
80.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
74.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
72.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
71.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
65.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
64.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
61.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
59.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
57.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
56.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
55.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
55.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
55.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
52.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
51.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
51.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
51.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
50.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
50.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
50.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
46.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
46.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
46.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
46.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
46.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
45.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
45.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
44.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
44.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
43.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
43.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
43.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
42.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
42.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
42.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
42.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
42.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
42.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
42.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
41.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
41.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
41.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
41.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
41.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
41.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
41.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
41.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
40.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
40.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
40.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
40.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
40.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
39.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
39.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
39.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
39.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
39.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
39.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
38.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
38.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
38.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
38.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
38.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
38.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
38.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
38.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
37.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
37.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
37.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
37.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
37.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
37.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
36.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
36.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
36.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
35.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
35.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
34.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
34.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
34.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
34.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
34.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
34.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
34.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
34.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
33.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
33.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
32.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
32.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
31.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
31.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
30.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
6.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
TP53INP2 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
12.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
53.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
44.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
41.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
29.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
26.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
26.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.0
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.
TP53INP2 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
24.3
Number of samples
207
Samples
Sample
Description
TPM
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
73.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
72.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
59.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
57.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
56.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
56.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
54.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
50.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
48.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
47.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
46.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
46.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
46.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
45.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
44.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
43.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
43.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
43.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
41.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
40.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
40.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
40.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
39.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
39.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
38.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
37.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
37.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
37.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
36.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
36.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
35.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
33.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
33.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
31.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
30.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
30.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
30.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
