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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.
HOXA13 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
8.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
25.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
2.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
1.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
0.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
0.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 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.
HOXA13 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
15.5
Number of samples
486
Samples
Sample
Description
TPM
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
48.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
47.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
47.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
41.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
41.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
40.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
39.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
37.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
36.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
36.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
35.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
31.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
7.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
7.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
7.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
6.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
5.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
5.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
5.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
5.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
5.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
5.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
5.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
5.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
5.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
5.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
5.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
5.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
5.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
4.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
4.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
4.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
4.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
4.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
4.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
4.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
4.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
4.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
4.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
4.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
4.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
4.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
3.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
3.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
3.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
3.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
3.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
3.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
3.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
3.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
2.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
2.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
2.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
2.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
2.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
2.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
2.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
2.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
2.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
2.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
2.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
1.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
1.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
1.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
1.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
1.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
1.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
1.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
1.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
0.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
0.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
0.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
0.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
0.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
0.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
0.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
0.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
0.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
0.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
0.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
0.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
0.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
0.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
0.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
0.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
0.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
0.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
0.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
0.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
0.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 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.
HOXA13 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
8.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
1.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 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.
HOXA13 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.6
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
53.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
49.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
48.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
38.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
36.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
35.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
34.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
30.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
6.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
6.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
6.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
6.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
6.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
5.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
5.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
5.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
5.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
4.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
4.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
4.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
4.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
4.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
4.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
4.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
4.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
3.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
3.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
3.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
3.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
2.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
2.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
2.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
2.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
2.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
1.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
1.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
1.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
1.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
0.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
0.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
0.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
0.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
0.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
0.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
0.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
0.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
0.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
0.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
0.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
0.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
0.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
