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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.
HSF4 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
5.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
67.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
37.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
2.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
1.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
1.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
1.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
1.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
1.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
1.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
1.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
1.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
1.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
1.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
1.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 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.
HSF4 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
17.4
Number of samples
486
Samples
Sample
Description
TPM
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
68.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
57.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
55.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
54.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
53.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
49.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
47.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
46.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
45.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
44.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
44.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
44.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
42.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
42.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
40.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
40.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
39.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
39.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
39.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
39.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
39.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
39.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
37.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
36.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
36.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
36.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
34.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
34.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
34.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
33.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
33.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
32.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
7.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
7.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
6.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
6.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
6.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
6.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
6.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
6.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
6.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
6.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
6.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
5.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
5.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
5.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
5.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
5.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
5.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
5.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
5.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
4.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
4.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
4.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
4.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
3.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
2.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
2.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
0.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HSF4 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
4.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
32.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
2.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
2.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
1.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
1.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
1.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
1.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
1.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HSF4 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
19.1
Number of samples
207
Samples
Sample
Description
TPM
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
100.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
89.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
56.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
55.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
55.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
44.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
44.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
44.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
42.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
42.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
40.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
38.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
38.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
33.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
33.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
32.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
31.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
30.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
30.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
6.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
6.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
5.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
4.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
2.7
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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
