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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.
INHBA 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
10.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
128.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
93.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
87.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
69.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
67.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
66.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
45.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
44.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
42.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
37.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
36.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
34.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
32.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
31.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
1.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 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.
INHBA 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
24.5
Number of samples
486
Samples
Sample
Description
TPM
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
232.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
126.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
125.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
108.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
106.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
105.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
101.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
100.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
89.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
86.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
84.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
83.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
72.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
72.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
70.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
69.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
69.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
67.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
66.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
65.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
65.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
63.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
62.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
61.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
59.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
58.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
58.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
57.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
56.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
54.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
54.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
52.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
52.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
52.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
52.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
51.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
51.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
50.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
50.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
50.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
49.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
49.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
49.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
48.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
48.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
48.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
48.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
48.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
47.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
47.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
47.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
46.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
46.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
46.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
46.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
46.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
45.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
45.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
45.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
45.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
45.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
44.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
44.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
43.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
43.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
43.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
43.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
42.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
42.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
42.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
42.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
42.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
41.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
41.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
41.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
41.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
40.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
40.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
39.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
39.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
39.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
39.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
38.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
37.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
37.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
37.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
37.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
37.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
37.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
37.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
37.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
37.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
36.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
36.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
36.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
35.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
35.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
35.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
35.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
35.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
35.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
35.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
34.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
33.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
33.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
32.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
6.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
6.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
6.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
6.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
6.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
5.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
5.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
5.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
5.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
5.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
5.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
5.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
5.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
5.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
5.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
4.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
4.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
4.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
4.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
4.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
4.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
4.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
4.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
4.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
3.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
2.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
2.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
2.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
2.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
2.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
2.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
2.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
2.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
1.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 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.
INHBA 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
11.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
78.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
49.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
44.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
37.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
34.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
34.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
31.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
29.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
1.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
INHBA 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
21.4
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
232.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
104.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
81.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
72.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
71.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
67.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
66.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
64.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
61.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
53.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
52.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
49.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
49.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
47.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
45.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
44.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
43.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
43.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
42.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
42.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
41.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
41.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
39.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
39.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
39.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
38.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
37.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
36.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
35.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
34.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
33.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
32.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
26.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
6.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
5.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
4.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
4.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
4.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
3.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
3.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
3.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
3.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
3.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
3.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
2.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
2.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
2.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
1.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
1.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
