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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.
NR4A2 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
6.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
42.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
35.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
27.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
27.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
25.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
24.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
21.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
3.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
2.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 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.
NR4A2 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
19.7
Number of samples
486
Samples
Sample
Description
TPM
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
156.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
125.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
111.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
89.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
87.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
81.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
74.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
74.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
72.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
69.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
68.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
68.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
66.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
65.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
63.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
60.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
59.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
59.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
58.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
58.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
58.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
57.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
57.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
56.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
55.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
52.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
52.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
50.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
50.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
50.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
49.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
49.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
49.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
48.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
48.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
48.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
48.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
48.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
47.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
46.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
46.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
45.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
45.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
45.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
44.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
44.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
44.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
43.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
43.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
43.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
43.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
42.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
42.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
42.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
42.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
41.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
41.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
40.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
40.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
40.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
38.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
37.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
37.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
35.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
35.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
34.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
34.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
34.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
32.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
32.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
31.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
30.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
8.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
7.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
7.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
7.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
7.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
7.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
7.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
6.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
6.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
6.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
6.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
6.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
6.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
6.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
6.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
6.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
5.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
5.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
5.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
5.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
5.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
5.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
5.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
5.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
5.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
5.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
5.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
5.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
5.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
5.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
5.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
5.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
5.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
4.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
4.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
4.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
4.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
4.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
4.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
4.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
4.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
4.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
4.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
4.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
4.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
4.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
4.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
4.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
4.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
4.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
4.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
3.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
3.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
3.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
3.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NR4A2 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
6.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
64.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
57.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NR4A2 is potential prognostic, high expression is favorable 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
22.3
Number of samples
207
Samples
Sample
Description
TPM
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
149.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
122.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
109.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
99.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
90.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
90.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
69.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
67.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
66.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
60.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
58.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
57.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
56.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
56.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
56.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
54.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
53.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
53.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
52.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
52.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
51.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
49.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
49.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
47.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
46.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
44.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
44.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
44.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
43.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
40.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
40.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
40.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
39.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
39.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
37.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
37.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
36.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
36.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
35.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
33.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
32.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
6.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
5.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
5.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
5.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
4.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
4.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
3.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
3.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
2.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
