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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.
TGFB1 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
17.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
82.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
71.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
70.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
62.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
58.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
57.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
56.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
54.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
53.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
53.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
52.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
51.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
50.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
48.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
45.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
44.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
43.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
41.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
40.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
39.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
38.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
38.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
35.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
35.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
34.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
34.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
32.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
30.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
30.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
30.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
30.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
29.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
29.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
28.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
28.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
28.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
28.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
28.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
28.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
27.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
27.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
26.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
25.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
24.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 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.
TGFB1 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
35.0
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
148.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
105.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
94.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
93.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
91.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
90.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
89.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
85.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
84.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
82.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
82.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
80.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
79.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
79.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
79.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
77.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
77.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
76.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
76.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
75.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
75.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
74.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
74.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
73.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
73.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
72.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
72.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
71.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
70.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
67.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
67.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
67.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
66.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
65.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
64.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
64.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
64.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
64.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
64.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
62.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
62.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
61.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
60.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
60.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
60.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
60.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
60.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
59.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
59.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
59.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
59.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
59.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
58.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
57.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
57.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
57.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
57.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
57.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
57.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
56.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
56.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
56.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
56.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
55.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
55.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
55.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
55.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
55.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
55.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
54.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
54.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
54.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
53.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
53.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
52.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
52.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
51.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
51.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
51.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
51.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
51.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
50.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
50.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
50.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
50.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
49.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
49.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
49.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
49.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
48.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
48.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
48.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
48.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
48.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
48.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
47.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
47.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
47.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
47.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
47.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
47.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
47.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
47.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
46.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
46.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
46.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
46.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
46.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
46.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
46.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
46.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
46.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
45.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
45.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
45.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
45.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
45.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
45.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
45.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
45.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
45.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
44.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
44.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
44.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
44.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
44.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
44.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
44.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
44.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
44.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
43.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
43.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
43.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
43.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
43.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
43.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
42.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
42.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
42.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
42.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
42.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
42.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
42.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
42.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
42.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
42.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
42.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
41.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
41.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
41.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
41.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
41.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
41.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
41.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
41.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
40.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
40.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
40.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
40.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
40.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
40.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
40.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
40.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
40.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
39.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
39.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
39.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
39.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
39.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
39.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
38.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
38.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
38.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
38.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
38.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
38.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
38.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
38.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
38.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
38.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
38.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
37.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
37.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
37.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
37.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
37.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
36.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
36.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
36.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
36.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
36.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
36.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
36.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
36.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
35.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
35.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
35.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
35.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
35.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
35.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
35.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
35.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
35.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
34.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
34.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
34.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
34.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
34.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
33.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
33.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
33.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
33.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
33.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
33.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
32.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
32.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
32.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
32.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
31.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
29.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
29.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
29.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
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.
TGFB1 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
14.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
60.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
42.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
42.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
40.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
39.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
38.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
35.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
31.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
29.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
28.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
TGFB1 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
29.1
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
94.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
88.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
79.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
78.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
70.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
62.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
62.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
62.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
58.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
57.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
57.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
55.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
54.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
54.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
53.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
53.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
52.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
52.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
52.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
52.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
51.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
51.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
51.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
51.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
50.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
50.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
48.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
48.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
46.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
46.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
46.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
46.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
45.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
44.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
44.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
44.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
43.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
43.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
41.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
41.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
41.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
40.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
40.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
40.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
39.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
39.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
39.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
39.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
39.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
39.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
38.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
37.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
37.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
35.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
34.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
34.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
33.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
33.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
33.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
32.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
32.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
31.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
30.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
30.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
30.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
30.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
29.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
28.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
25.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
2.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.8
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
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
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
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
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
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
8af80ae9-2088-4124-91fb-8d6c17_D3
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
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
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
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
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
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
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
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
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
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
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_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
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
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
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
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
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_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
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
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
